System

Abstract

To provide a system.SOLUTION: A system comprises: means for creating a database of information on at least one of historical figures and entrepreneurs; means for extracting information on at least one of the specific historical figure or entrepreneur from the database; means for generating at least one of strategic advice and inspiration in the modern society on the basis of the extracted information; and means for providing at least one of the generated advice and inspiration to a user.SELECTED DRAWING: Figure 1

Description

[Technical Field]

[0001] The technology of the present disclosure relates to a system. [Background technology]

[0002] Patent document 1 discloses a persona chatbot control method performed by at least one processor, the method including the steps of receiving a user utterance, adding the user utterance to a prompt including an instruction sentence related to a description of the chatbot character, encoding the prompt, and inputting the encoded prompt into a language model to generate a chatbot utterance in response to the user utterance. [Prior art documents] [Patent documents]

[0003] [Patent Document 1] Japanese Patent Publication No. 2022-180282 Summary of the Invention [Problem to be solved by the invention]

[0004] In today's society, there are currently few ways to access the knowledge, experience, and ideas of great people and entrepreneurs to gain strategic advice and inspiration. Furthermore, there are no means to receive advice from these great people, hone strategic thinking and leadership skills, and achieve sustainable management and innovation. [Means for solving the problem]

[0005] The system creates a database of information on great people and entrepreneurs from the past, and then extracts information on specific great people and entrepreneurs from that database. Based on the extracted information, it generates strategic advice and inspiration for modern society and provides it to users. Furthermore, it learns from the success stories of great people and entrepreneurs, generates advice from the perspective of great people, and refines users' strategic thinking and leadership skills, helping them achieve sustainable management and innovation. [Brief explanation of the drawings]

[0006] [Figure 1] 1 is a conceptual diagram showing an example of the configuration of a data processing system according to a first embodiment. [Figure 2] 1 is a conceptual diagram showing an example of main functions of a data processing device and a smart device according to a first embodiment. [Figure 3] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a second embodiment. [Figure 4] FIG. 10 is a conceptual diagram showing an example of main functions of a data processing device and smart glasses according to a second embodiment. [Figure 5] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a third embodiment. [Figure 6] FIG. 11 is a conceptual diagram showing an example of main functions of a data processing device and a headset-type terminal according to a third embodiment. [Figure 7] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a fourth embodiment. [Figure 8] FIG. 10 is a conceptual diagram showing an example of main functions of a data processing device and a robot according to a fourth embodiment. [Figure 9] 1 shows an emotion map onto which multiple emotions are mapped. [Figure 10] 1 shows an emotion map onto which multiple emotions are mapped. [Figure 11] FIG. 2 is a sequence diagram showing a flow of processing in the data processing system according to the first embodiment of the first form example. [Figure 12] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 1 of Embodiment 1. [Figure 13] FIG. 10 is a sequence diagram showing a processing flow of a data processing system in a second embodiment of the second form example. [Figure 14] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 2 of Embodiment Example 2. [Figure 15] FIG. 10 is a sequence diagram showing the flow of processing in a data processing system according to a third embodiment of the third embodiment. [Figure 16] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 3 of Embodiment 3. [Figure 17] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in the first embodiment of the first form example when an emotion engine is combined. [Figure 18] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 1 of Form Example 1 when an emotion engine is combined. [Figure 19] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in the second embodiment of the second form example when an emotion engine is combined. [Figure 20] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 2 of Form Example 2 when an emotion engine is combined. [Figure 21] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in the third embodiment of the third form example when an emotion engine is combined. [Figure 22] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 3 of Form Example 3 when an emotion engine is combined. DETAILED DESCRIPTION OF THE INVENTION

[0007] An example of an embodiment of a system according to the technology of the present disclosure will be described below with reference to the accompanying drawings.

[0008] First, the terms used in the following description will be explained.

[0009] In the following embodiments, a coded processor (hereinafter simply referred to as a "processor") may be a single arithmetic device or a combination of multiple arithmetic devices. Furthermore, the processor may be a single type of arithmetic device or a combination of multiple types of arithmetic devices. Examples of arithmetic devices include a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), a GPGPU (General-Purpose computing on Graphics Processing Units), an APU (Accelerated Processing Unit), or a TPU (TENSOR PROCESSING UNIT (registered trademark)).

[0010] In the following embodiments, a coded RAM (Random Access Memory) is a memory in which information is temporarily stored and is used as a working memory by a processor.

[0011] In the following embodiments, the coded storage is one or more non-volatile storage devices that store various programs, various parameters, etc. Examples of non-volatile storage devices include flash memory (SSD (Solid State Drive)), magnetic disks (e.g., hard disks), and magnetic tapes.

[0012] In the following embodiments, a communication I / F (Interface) with a symbol is an interface including a communication processor, an antenna, etc. The communication I / F controls communication between multiple computers. Examples of communication standards applied to the communication I / F include wireless communication standards including 5G (5th Generation Mobile Communication System), Wi-Fi (registered trademark), Bluetooth (registered trademark), etc.

[0013] In the following embodiments, "A and / or B" is synonymous with "at least one of A and B." In other words, "A and / or B" means that it may be only A, only B, or a combination of A and B. Furthermore, in this specification, the same concept as "A and / or B" is also applied when three or more things are expressed connected by "and / or."

[0014] [First embodiment]

[0015] FIG. 1 shows an example of the configuration of a data processing system 10 according to the first embodiment.

[0016] 1, a data processing system 10 includes a data processing device 12 and a smart device 14. An example of the data processing device 12 is a server.

[0017] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 is an example of a "computer" according to the technology of the present disclosure. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, the RAM 30, and the storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[0018] The smart device 14 includes a computer 36, a reception device 38, an output device 40, a camera 42, and a communication I / F 44. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The reception device 38, the output device 40, and the camera 42 are also connected to the bus 52.

[0019] The reception device 38 includes a touch panel 38A, a microphone 38B, and the like, and receives user input. The touch panel 38A detects contact with an indicator (for example, a pen or a finger) to receive user input by the touch of the indicator. The microphone 38B detects the user's voice to receive user input by voice. The control unit 46A transmits data indicating the user input received by the touch panel 38A and the microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the data indicating the user input.

[0020] The output device 40 includes a display 40A and a speaker 40B, and presents data to the user 20 by outputting the data in a form of expression that the user 20 can perceive (for example, audio and / or text). The display 40A displays visible information such as text and images in accordance with instructions from the processor 46. The speaker 40B outputs audio in accordance with instructions from the processor 46. The camera 42 is a compact digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor.

[0021] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 control the exchange of various information between the processor 46 and the processor 28 via the network 54.

[0022] FIG. 2 shows an example of the main functions of the data processing device 12 and the smart device 14.

[0023] 2, in the data processing device 12, a specific process is performed by the processor 28. A specific processing program 56 is stored in the storage 32. The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific process is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0024] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290.

[0025] In the smart device 14, the processor 46 performs the reception output process. The storage 50 stores a reception output program 60. The reception output program 60 is used in conjunction with the specific processing program 56 by the data processing system 10. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output process is realized by the processor 46 operating as the control unit 46A in accordance with the reception output program 60 executed on the RAM 48.

[0026] Next, the specific processing by the specific processing unit 290 of the data processing device 12 will be described.

[0027] "Example 1"

[0028] One embodiment of the present invention is a system that creates a database of information about great people and entrepreneurs of the past. This system collects and centrally manages information about the lives, achievements, and ideas of great people and entrepreneurs. For example, information about Steve Jobs' career, ideas, business strategies, etc. is registered in the database.

[0029] "Example 2"

[0030] Next, there is a means to extract information about a specific famous person or entrepreneur from the database. When a user specifies a specific famous person or entrepreneur, information about that person is extracted from the database. For example, if a user specifies Steve Jobs, information about Steve Jobs is extracted from the database.

[0031] "Example 3"

[0032] Furthermore, there is a method for generating strategic advice and inspiration for modern society based on the extracted information. This method analyzes the extracted information and generates what kind of advice or inspiration the person would provide in modern society. For example, based on information about Steve Jobs, it generates strategic advice for creating innovation.

[0033] "Example 4"

[0034] Finally, there is a means for providing the generated advice or inspiration to the user. This means notifies the user of the generated advice or inspiration. For example, the generated advice is provided to the user by email or application notification.

[0035] The processing flow of each embodiment will be described below.

[0036] "Example 1"

[0037] Step 1: Collect information about great people and entrepreneurs of the past. This information includes their lives, achievements, and ideas. For example, collect information about Steve Jobs' career, ideas, and business strategies.

[0038] Step 2: Register the collected information in a database. This database will be used to centrally manage information on great people and entrepreneurs.

[0039] "Example 2"

[0040] Step 1: The user designates a particular great person or entrepreneur.

[0041] Step 2: Extract information about the specified person or entrepreneur from the database. For example, if the user specifies Steve Jobs, extract information about Steve Jobs from the database.

[0042] "Example 3"

[0043] Step 1: Analyze the extracted information.

[0044] Step 2: Based on the analyzed information, generate strategic advice and inspiration for modern society. For example, based on information about Steve Jobs, generate strategic advice for creating innovation.

[0045] "Example 4"

[0046] Step 1: Notify the user of the generated advice and inspiration via email, application notifications, etc.

[0047] Example 1

[0048] Next, a description will be given of Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0049] In modern society, it is important to learn about the success stories and ideas of famous people and entrepreneurs of the past and to use them as a basis for strategic advice and inspiration. However, this information is scattered and not centrally managed, making it difficult to efficiently collect and utilize it. Furthermore, there is a lack of systems that can quickly provide appropriate answers when users ask specific questions. This results in users spending a great deal of time and effort to obtain the information they need.

[0050] The specific processing by the specific processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means.

[0051] In this invention, the server includes means for compiling a database of information on famous people and businessmen of the past, means for extracting information on specific famous people and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to users, means for collecting information from reliable sources on the Internet, means for organizing the collected information and storing it in a database, means for receiving user questions and inputting them as prompt sentences to the generative AI model, and means for providing users with answers generated by the generative AI model. This allows users to efficiently collect information on famous people and businessmen of the past and obtain quick and appropriate answers to specific questions.

[0052] "Notable people and entrepreneurs of the past" refers to people who have made significant historical achievements or who founded and operated successful businesses.

[0053] "Database creation" refers to organizing information and storing it in a database so that it is easy to search and manage.

[0054] "Extraction" refers to extracting specific information from the information stored in a database.

[0055] "Strategic advice and inspiration" refers to information that provides guidance and motivation for solving problems and achieving goals in modern society.

[0056] "User" refers to any individual or organization that uses this system.

[0057] "Reliable sources on the internet" refers to websites and online databases that provide accurate and trustworthy information.

[0058] A "generative AI model" refers to a model that uses artificial intelligence to generate appropriate answers or information based on input prompts.

[0059] A "prompt sentence" refers to a question or instruction sentence input to a generative AI model.

[0060] "Collecting" refers to gathering the necessary information.

[0061] "Organizing" refers to the systematic organization of collected information.

[0062] "Storage" refers to recording information in a storage device such as a database.

[0063] "Providing" refers to passing generated information or advice to the user.

[0064] MODE FOR CARRYING OUT THE INVENTION

[0065] This invention is a system that compiles a database of information on famous people and businessmen from the past and uses a generative AI model to provide appropriate answers to user questions. A specific embodiment of this system is described below.

[0066] Information collection and database creation

[0067] The server collects information about famous people and businesspeople from reliable sources on the Internet. Specifically, it uses Python's BeautifulSoup library to scrape information from Wikipedia and official websites. The collected information is converted to JSON format and stored in a MySQL® database. For example, information about a famous person's career, thoughts, business strategies, etc. is stored in separate fields.

[0068] Manage data

[0069] The server centrally manages the information stored in the database. It uses ElasticSearch (registered trademark) to provide a search function so that users can search for information on specific famous people or business people. For example, if you search for "famous person A," a list of related information will be displayed.

[0070] Handling user questions

[0071] The user enters a question about a specific famous person or businessman into the device. For example, the user enters "Tell me the biography of famous person A" into the search bar of the device and presses the send button.

[0072] Answer generation using generative AI models

[0073] The server receives the user's question and inputs it as a prompt to the generative AI model. Specifically, the user's question, "Please tell me the biography of famous person A," is input as a prompt to the generative AI model (e.g., GPT-3 (registered trademark)). The generative AI model generates an appropriate answer based on the prompt.

[0074] Providing answers

[0075] The server sends the generated answer to the user's device, where the user can confirm the generated answer. For example, the answer may be something like, "Famous person A was born in XXXX, founded company B, and made a significant contribution to the development of product C."

[0076] Examples of specific examples and prompts

[0077] Examples:

[0078] The specific actions taken when a user types "Please tell me the biography of famous person A" into the terminal are as follows.

[0079] 1. The user types "Tell me the biography of famous person A" into the search bar on their device and presses the send button.

[0080] 2. The server receives the user's query and searches the database for information about the biography of famous person A.

[0081] 3. The server inputs the following prompt to the generative AI model (GPT-3):

[0082] Please tell me about the background of famous person A.

[0083] 4. The generative AI model generates an appropriate answer based on the prompt.

[0084] 5. The server sends the generated answer to the user's device.

[0085] 6. The user checks information about the career of famous person A on their device.

[0086] In this way, the server collects and manages information on famous people and businessmen of the past, creating a system that provides quick and appropriate answers to users' questions.

[0087] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0088] Step 1: Gather information

[0089] The server collects information about famous people and entrepreneurs from trusted sources on the Internet, specifically scraping information from Wikipedia and official websites using Python's BeautifulSoup library.

[0090] Input: Internet URL

[0091] Data processing: Scraping with BeautifulSoup

[0092] Output: Information data in JSON format

[0093] Step 2: Organize and store your data

[0094] The server organizes the collected information and stores it in a database. Specifically, it converts the collected information into JSON format and stores it in a MySQL database. For example, information such as the career, thoughts, and business strategies of a famous person can be stored in separate fields.

[0095] Input: Information data in JSON format

[0096] Data processing: Split information by field

[0097] Output: Information stored in a MySQL database

[0098] Step 3: Manage your data

[0099] The server centralizes the information stored in the database and uses Elasticsearch to provide a search function so that users can search for information on specific famous people or businesspeople.

[0100] Input: User's search query

[0101] Data Computing: Searching with Elasticsearch

[0102] Output: A list of search results

[0103] Step 4: User Question Processing

[0104] The user enters a question about a specific famous person or businessman into the device. For example, the user enters "Tell me the biography of famous person A" into the search bar of the device and presses the send button.

[0105] Input: User question

[0106] Data processing: Analysis of questions

[0107] Output: Analysis result of question content

[0108] Step 5: Generating answers using a generative AI model

[0109] The server receives the user's question and inputs it as a prompt to the generative AI model. Specifically, the user's question, "Please tell me the biography of famous person A," is input as a prompt to the generative AI model (e.g., GPT-3). The generative AI model generates an appropriate answer based on the prompt.

[0110] Input: Analysis result of question content

[0111] Data computation: Generative AI model for answer generation

[0112] Output: The generated answer

[0113] Step 6: Provide your answers

[0114] The server sends the generated answer to the user's device, where the user can confirm the generated answer. For example, the answer may be something like, "Famous person A was born in XXXX, founded company B, and made a significant contribution to the development of product C."

[0115] Input: Generated answer

[0116] Data processing: formatting responses

[0117] Output: The answer displayed on the user's device

[0118] (Application example 1)

[0119] Next, a description will be given of Application Example 1 of Embodiment Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0120] In modern society, it is extremely important to learn from the success stories and ideas of past notable figures and entrepreneurs, and to gain strategic advice and inspiration. However, this information is scattered and not centrally managed, making it difficult to quickly obtain the information needed. In addition, there is a lack of means for users to filter information based on specific topics and display related information using generative AI models. This makes it difficult for users to learn efficiently and improve their strategic thinking and leadership skills.

[0121] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 1 is realized by the following means.

[0122] In this invention, the server includes means for creating a database of information on famous people and entrepreneurs from the past, means for extracting information on specific famous people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to users, means for filtering information based on themes of interest to the user, and means for processing prompts based on user input using a generative AI model and displaying related information, thereby enabling users to efficiently obtain the information they need and improve their strategic thinking and leadership skills.

[0123] "Famous people and business people of the past" refers to people who have made historically significant achievements or led companies to success.

[0124] "Means of creating a database" refers to methods and technologies for systematically organizing information and making it easy to search and extract.

[0125] "Means for extracting information about specific public figures or business people" refers to methods or techniques for selecting information about specific people from a database.

[0126] "Means for generating strategic advice and inspiration" refers to methods and techniques for generating strategic advice and inspiration in modern society based on extracted information.

[0127] "Means of providing to users" refers to the methods and technologies used to deliver generated advice and inspiration to users.

[0128] "Subject-based information filtering" refers to methods or techniques that allow users to select information related to a particular subject of interest.

[0129] "Generative AI model" refers to a model that uses artificial intelligence to generate data and process prompts based on user input.

[0130] "Means for processing prompts and displaying related information" refers to methods and technologies for analyzing prompts entered by a user and displaying related information.

[0131] As an embodiment of the present invention, a system is provided that stores information on famous people and businessmen of the past in a database, allowing users to efficiently obtain the information they need. A specific embodiment of this system is described below.

[0132] System configuration

[0133] The system consists of the following main components:

[0134] 1. Database server: Stores information on famous people and businessmen of the past.

[0135] 2. Application Server: Processes requests from users and extracts information from the database.

[0136] 3. User terminal: A device through which a user accesses the system, such as a smartphone or tablet.

[0137] Hardware and software used

[0138] Hardware: Servers (database servers, application servers), user devices (smartphones, tablets)

[0139] Software: SQLite (database management system), Python (programming language), generative AI model (natural language processing)

[0140] Data processing and calculation

[0141] 1. Database: The database server systematically organizes and stores information on famous people and businessmen of the past, including information on their lives, achievements, and ideas.

[0142] 2. Information Extraction: Based on a user request, the application server extracts information about specific celebrities or business people from the database.

[0143] 3. Advice generation: Based on the extracted information, a generative AI model is used to generate strategic advice and inspiration.

[0144] 4. Information provision: Generated advice and inspiration is provided to users' devices. Users can filter the information based on their interests.

[0145] Specific examples

[0146] If a user searches for information about "leadership," they might enter a prompt like this:

[0147] View information about famous people and business people on leadership.

[0148] By inputting this prompt into the generative AI model, information about famous people and business leaders related to leadership is displayed, providing users with information about the life, achievements, and leadership philosophy of a famous leader, for example.

[0149] In this way, users can efficiently obtain the information they need and improve their strategic thinking and leadership skills.

[0150] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0151] Step 1:

[0152] A user accesses the application using a device such as a smartphone or tablet, and enters a prompt to search for information on a specific topic.

[0153] Input: The prompt text entered by the user (e.g., "Show me information about famous people and entrepreneurs in leadership roles.")

[0154] Output: The prompt statement is sent to the application server.

[0155] Step 2:

[0156] The application server analyzes the received prompt sentence to understand the user's request, and uses a generative AI model to analyze the content of the prompt sentence.

[0157] Input: The prompt text sent by the user

[0158] Output: Parsed prompt (e.g., "Search for information about leadership")

[0159] Step 3:

[0160] The application server sends a query to the database server based on the content of the parsed prompt sentence to retrieve relevant information.

[0161] Input: The parsed prompt text

[0162] Output: The query sent to the database server (e.g., "Get information about famous people and business leaders in terms of leadership")

[0163] Step 4:

[0164] The database server extracts relevant information from the database based on the received query.

[0165] Input: Query sent from the application server

[0166] Output: Extracted information (e.g., "The lives, achievements, and thoughts of famous people and business leaders regarding leadership")

[0167] Step 5:

[0168] The application server receives the extracted information and uses generative AI models to generate strategic advice and inspiration.

[0169] Input: Information received from the database server

[0170] Output: Generated strategic advice and inspiration (e.g., "Specific leadership advice")

[0171] Step 6:

[0172] The application server transmits the generated advice and inspiration to the user terminal.

[0173] Input: Generated strategic advice and inspiration

[0174] Output: Advice and inspiration sent to the user's device

[0175] Step 7:

[0176] The user device displays the received advice and inspiration for the user to view.

[0177] Input: Advice and inspiration sent by the application server

[0178] Output: Advice and inspiration displayed to the user (e.g., "Specific leadership advice and inspiration")

[0179] Example 2

[0180] Next, a description will be given of Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0181] In modern society, it is important to effectively utilize the success stories and knowledge of great people and entrepreneurs from the past to gain strategic advice and inspiration. However, systems that efficiently extract this information and provide it to users are not yet fully developed. In particular, there is a lack of means for users to quickly and accurately obtain information about specific people and use that information to gain strategic advice and inspiration in modern society. This presents a challenge, making it difficult to effectively utilize information about great people and entrepreneurs from the past.

[0182] The specific processing by the specific processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means.

[0183] In this invention, the server includes means for a user to input the name of a specific person into a terminal, means for the terminal to send the input data to the server, means for the server to connect to a database and search for information on the specified person, means for the server to return search results to the terminal, means for the terminal to display the search results to the user, means for creating a database of information on great people and entrepreneurs of the past, means for extracting information on the specific great people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, and means for providing the generated advice and inspiration to the user. This allows the user to quickly and accurately obtain information on specific great people and entrepreneurs and, based on that information, to obtain strategic advice and inspiration for modern society.

[0184] A "User" is an individual or organization that uses the System to obtain information about specific great people or entrepreneurs and to receive strategic advice and inspiration.

[0185] A "terminal" is a device through which a user inputs information and communicates with a server, and includes PCs, smartphones, tablets, etc.

[0186] A "server" is a computer system that receives requests from users, accesses a database to retrieve information, and returns the results to the terminal.

[0187] A "database" is a collection of information that systematically stores information about great people and entrepreneurs of the past and manages it in a searchable format.

[0188] A "means for retrieving information" is the process by which the server executes a specific query against the database to extract information about a specified person.

[0189] A "search result" is a collection of information about a specified person that the server retrieves from the database.

[0190] "Strategic advice and inspiration" is guidance and insight generated from extracted information to support users' decision-making and actions in modern society.

[0191] A "generative AI model" is an artificial intelligence algorithm that generates strategic advice and inspiration based on information extracted from a database.

[0192] A "prompt" is text input to a generative AI model that contains instructions for generating specific information or advice.

[0193] This invention is a system that allows users to extract information about specific great people or entrepreneurs from a database and use that information to receive strategic advice and inspiration. The system works by having the user input the name of a specific person into a terminal and then sending that data to a server.

[0194] The server was developed using Python and uses MySQL for database management. The server connects to the MySQL database based on the data received from the user and searches for the specified person's information. The search results are sent back to the terminal, which then displays them to the user.

[0195] The specific operation flow is as follows:

[0196] 1. A user enters the name of a particular great person or entrepreneur into an input field on a device. For example, the user enters "famous inventor."

[0197] 2. The device sends the entered name to the server. The device sends the data using an HTTP request.

[0198] 3. The server connects to the MySQL database based on the received data, executes the SQL query "SELECT FROM famous_people WHERE name="famous inventors"", and searches the database for the relevant records.

[0199] 4. The server retrieves the search results and returns them to the device. The server converts the search results into JSON format and sends it to the device as an HTTP response.

[0200] 5. The device analyzes the search results and displays them in a user-friendly format. For example, the device might display information such as "birthdates, achievements, and citations of famous inventors."

[0201] The system uses a generative AI model to generate strategic advice and inspiration based on information extracted from the database. An example of a prompt phrase input to the generative AI model is, "Please tell me about famous inventors." Using this prompt phrase, the generative AI model can provide detailed information about famous inventors.

[0202] In this way, users can quickly and accurately obtain information about specific great people and entrepreneurs, and use that information to gain strategic advice and inspiration for the modern world.

[0203] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0204] Step 1:

[0205] The user enters the name of a specific person into the terminal.

[0206] Specifically, a user opens a browser, enters "famous inventors" in the search field, and clicks the search button.

[0207] Input: The name of a person entered by the user into an input field (e.g., "famous inventor")

[0208] Output: The device is ready to send input data to the server

[0209] Step 2:

[0210] The terminal sends the input data to the server.

[0211] Specifically, the terminal sends an HTTP POST request containing the string "famous inventor" to the server.

[0212] Input: A person's name entered by the user (e.g., "famous inventor")

[0213] Output: HTTP POST request sent to the server (e.g., {"name": "famous inventor"})

[0214] Step 3:

[0215] The server connects to the database and looks up the information for the specified person.

[0216] Specifically, the server connects to the MySQL database and executes the SQL query "SELECT FROM famous_people WHERE name="famous inventors"".

[0217] Input: The HTTP POST request sent to the server (e.g., {"name": "famous inventor"})

[0218] Output: Search results retrieved from the database (e.g., birth dates, achievements, citations of famous inventors, etc.)

[0219] Step 4:

[0220] The server returns the search results to the terminal.

[0221] Specifically, the server converts the search results into JSON format and sends them to the terminal as an HTTP response.

[0222] Input: Search results retrieved from a database (e.g., birth dates, achievements, citations, etc. of famous inventors)

[0223] Output: HTTP response sent to the device (e.g., {"name": "famous inventor", "birth_date": "YYYY-MM-DD", "achievements": ["Invention 1", "Invention 2"], "quotes": ["Quote 1", "Quote 2"]})

[0224] Step 5:

[0225] The device displays the search results to the user.

[0226] Specifically, the device parses the received JSON data and displays it in a user-friendly format, for example, on a web page as follows:

[0227] Name: Famous Inventor

[0228] Date of Birth: YYYY-MM-DD

[0229] Achievements: Invention 1, Invention 2

[0230] Quote: "Quote 1", "Quote 2"

[0231] Input: HTTP response sent from the server (e.g., {"name": "famous inventor", "birth_date": "YYYY-MM-DD", "achievements": ["Invention 1", "Invention 2"], "quotes": ["Quote 1", "Quote 2"]})

[0232] Output: Search results displayed to the user (e.g., birth dates, achievements, citations, etc. of famous inventors)

[0233] In this way, users can quickly and accurately obtain information about specific great people and entrepreneurs, and use that information to gain strategic advice and inspiration for the modern world.

[0234] (Application example 2)

[0235] Next, a description will be given of Application Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0236] In today's society, it is extremely important to utilize the success stories and knowledge of famous people and entrepreneurs from the past to gain strategic advice and inspiration. However, there is a lack of efficient ways to extract this information and provide it to users. Furthermore, there is no system that allows users to quickly and accurately respond to additional information or related questions about a specific person. This means that users spend a great deal of time and effort to obtain the information they need.

[0237] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. In this invention, the server includes means for creating a database of information on famous people and businessmen of the past, means for extracting information on specific famous people and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, and means for responding to additional information and related questions about people specified by the user using a generative AI model. This allows the user to efficiently obtain the information they need and gain strategic advice and inspiration.

[0238] A "famous person" is an individual who has made historically significant achievements and is widely known.

[0239] "Entrepreneur" refers to an individual who runs a company or business and plays a key role in economic activity.

[0240] "Means of creating a database" refers to methods and technologies for systematically organizing and storing information.

[0241] "Extraction means" refers to the methods and techniques used to extract specific information from a database.

[0242] "Strategic advice" refers to advice on plans and policies for achieving specific goals.

[0243] "Inspiration" refers to the stimulus that sparks creative ideas and motivation.

[0244] A "generative AI model" refers to an algorithm or system that uses artificial intelligence to generate new information or responses.

[0245] "Additional information" refers to supplementary data or knowledge provided in addition to existing information.

[0246] "Related Questions" refer to questions or queries users ask related to a particular piece of information or topic.

[0247] A system for implementing the present invention includes a server, a user terminal, and a generative AI model. A specific embodiment of the system will be described below.

[0248] System Configuration

[0249] 1. Server:

[0250] The server has a means of creating a database of information on famous people and businessmen of the past, allowing a wide range of information to be systematically organized and stored.

[0251] The server has a means for extracting information on specific famous people or businessmen from the database, allowing the user to quickly retrieve information on a person specified by the user.

[0252] The server has a means to generate strategic advice and inspiration for modern society based on the extracted information, which allows users to obtain concrete action plans and ideas.

[0253] The server has a means to respond to additional information and related questions about the person specified by the user using the generative AI model, allowing the user to obtain further detailed information and related knowledge.

[0254] 2. User Device:

[0255] A user terminal is a device such as a smartphone or a personal computer, and provides an interface for users to access the system.

[0256] A user can input the name of a particular notable person or business person through the terminal and request information.

[0257] The user terminal displays the information provided by the server and the generated advice and inspiration.

[0258] Program processing

[0259] The server uses a Python program and the Requests library to retrieve information from the database. The OpenAI (registered trademark) API is used as the generative AI model. The specific process flow is explained below.

[0260] 1. Get information from the database:

[0261] When a user enters the name of a particular famous person or businessperson, the server uses the Requests library to retrieve the corresponding information from the database.

[0262] The acquired information is sent to the user terminal and displayed.

[0263] 2. Obtaining additional information using generative AI models:

[0264] The server uses a generative AI model (OpenAI API) to respond with additional information and related questions about the person specified by the user.

[0265] For example, if a user types, "Can you tell me some additional information about Steve Jobs?", the server sends this prompt to a generative AI model and gets a response.

[0266] The acquired additional information is sent to the user terminal and displayed.

[0267] Specific examples

[0268] If a user types "Steve Jobs," the server retrieves information about Steve Jobs from the database and displays it on the user's device. It then uses a generative AI model to send a prompt saying, "Please tell me more about Steve Jobs," and retrieves and displays the additional information.

[0269] Example prompt sentence:

[0270] Can you give us some additional information about Steve Jobs?

[0271] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0272] Step 1:

[0273] A user uses a terminal to input the name of a particular famous person or businessman. The input name is sent to a server. The input data is the name of the person specified by the user.

[0274] Step 2:

[0275] The server extracts the corresponding person's information from the database based on the received name. Specifically, it uses the Requests library to send an HTTP request to the database and retrieves the corresponding information. The input data is the person's name specified by the user, and the output data is the person's information retrieved from the database.

[0276] Step 3:

[0277] The server sends the extracted information to the user terminal, which displays the received information. The input data is the person's information retrieved from the database, and the output data is the information displayed on the user terminal.

[0278] Step 4:

[0279] When a user wants more information, they use the terminal to enter a specific question, for example, the prompt "Please tell me more about Steve Jobs." The input data is the prompt entered by the user.

[0280] Step 5:

[0281] The server uses a generative AI model (OpenAI API) to generate additional information based on the prompt sentence entered by the user. Specifically, it sends the prompt sentence to the API and obtains the generated response. The input data is the prompt sentence entered by the user, and the output data is the additional information obtained from the generative AI model.

[0282] Step 6:

[0283] The server transmits the generated additional information to the user terminal. The user terminal displays the received additional information. The input data is the additional information obtained from the generative AI model, and the output data is the additional information displayed on the user terminal.

[0284] Example 3

[0285] Next, a third embodiment of the third embodiment will be described. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0286] In modern society, it is important to obtain strategic advice and inspiration from the success stories and knowledge of past celebrities and entrepreneurs. However, there is no system that efficiently collects and analyzes this information and provides it in a form that is appropriate for modern situations. This makes it difficult for users to quickly obtain the specific and practical advice they need.

[0287] The identification process by the identification processing unit 290 of the data processing device 12 in the third embodiment is realized by the following means. In this invention, the server includes a means for creating a database of information on famous people and businessmen of the past, a means for extracting information on specific famous people and businessmen from the database, a means for analyzing the extracted information and extracting important points using natural language processing technology, a means for generating strategic advice and inspiration for modern society based on the extracted information using a generative AI model, and a means for notifying the user of the generated advice and inspiration. This enables the user to quickly obtain specific and practical advice based on the knowledge of famous people and businessmen of the past.

[0288] A "database" is a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[0289] A "celebrity" is someone who is widely known and has social influence.

[0290] An "entrepreneur" refers to a person who runs a company or business and engages in economic activities.

[0291] "Means of information extraction" refers to methods or techniques for selecting specific information from a database.

[0292] "Natural language processing technology" refers to technology that allows computers to analyze, understand, and generate human language.

[0293] "Important points" refer to elements or findings that are particularly noteworthy within the analyzed information.

[0294] A "generative AI model" refers to an algorithm or system that uses artificial intelligence to generate new information and insights.

[0295] "Strategic advice" refers to advice on plans and policies for achieving specific objectives.

[0296] "Inspiration" refers to the stimulus or influence that provokes new ideas or creative thoughts.

[0297] "Means of notification" refers to the methods and techniques used to communicate generated information to users.

[0298] This invention is a system that generates strategic advice and inspiration for modern society based on information about famous people and businessmen of the past, and provides it to users. A specific embodiment of this system will be described below.

[0299] 1. Program Generation

[0300] The server uses a generative AI model to generate a program that collects information about a specific person, analyzes that information, and generates strategic advice and inspiration for modern society.

[0301] 2. Program Processing

[0302] The server first collects information about a specific person. This information is obtained from public data and databases on the Internet. Specifically, it uses Python's BeautifulSoup library to scrape information from websites and the Twitter® API to collect related tweets.

[0303] The server then analyzes the collected information. It uses natural language processing techniques to analyze the text data and extract key points. Specifically, it uses the NLTK library to extract keywords and perform sentiment analysis on the text.

[0304] The server then uses a generative AI model (e.g., OpenAI's GPT-4 (registered trademark)) to generate strategic advice and inspiration for modern society based on the extracted information. The prompt sentence is input into the generative AI model to generate specific advice.

[0305] 3. Specific Examples

[0306] If a user wants advice about a particular celebrity, they can input the following prompt into the generative AI model:

[0307] Example prompt sentence:

[0308] "Generate strategic advice for the modern world based on the innovation statements and actions of certain prominent figures."

[0309] The generative AI model generates specific advice based on this prompt, such as "To create innovation, it is important to keep trying without fear of failure."

[0310] 4. Advice Notification

[0311] The server notifies the user of the generated advice and inspiration by sending email using the SMTP protocol or by sending application notifications using Firebase Cloud Messaging (FCM).

[0312] In this way, the server can provide useful advice and inspiration to the user. The flow of the specific processing in the third embodiment will be described with reference to FIG.

[0313] Step 1: Gather information

[0314] The server collects information about specific celebrities and businesspeople from the Internet and databases. Specifically, it uses Python's BeautifulSoup library to scrape articles from websites and collects related tweets using the Twitter® API. The input is the name of the specific celebrity or businessperson, and the output is the collected text data.

[0315] Step 2: Information analysis

[0316] The server analyzes the collected text data and extracts important points. Specifically, it uses the NLTK library to extract keywords and perform sentiment analysis on the text. The input is the collected text data, and the output is the extracted keywords and the results of sentiment analysis.

[0317] Step 3: Advice Generation

[0318] The server uses a generative AI model to generate strategic advice and inspiration for modern society based on the extracted information. Specifically, the server inputs the following prompts into the generative AI model:

[0319] "Generate strategic advice for the modern world based on the innovation statements and actions of certain prominent figures."

[0320] The input is extracted keywords and sentiment analysis results, and the output is generated advice and inspiration.

[0321] Step 4: Advice Notification

[0322] The server notifies the user of the generated advice or inspiration by email using the SMTP protocol or by sending application notifications using Firebase Cloud Messaging (FCM). The input is the generated advice or inspiration, and the output is the notification sent to the user.

[0323] In this way, the server can provide useful advice and inspiration to the user.

[0324] (Application example 3)

[0325] Next, a description will be given of Application Example 3 of Form Example 3. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0326] In today's society, it is important for advertising professionals to refer to the success stories and strategic advice of past notable figures in order to develop effective advertising campaigns. However, there is a lack of efficient ways to collect this information and use it as concrete advice. There is also a need for a method to quickly notify users of the generated advice.

[0327] The identification process by the identification processing unit 290 of the data processing device 12 in Application Example 3 is realized by the following means. In this invention, the server includes means for creating a database of information on famous people from the past, means for extracting information on specific famous people from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for notifying the user of the generated advice and inspiration, means for generating advice using a generative AI model, and means for inputting prompt sentences into the generative AI model. This enables advertising industry professionals to quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[0328] A "notable person of the past" is someone who is widely known in history or the present day and recognized for their achievements and influence.

[0329] "Means of creating a database" refers to methods and techniques for systematically organizing information and making it easy to search and extract.

[0330] An "extraction means" is a method or technique for selecting and retrieving specific information from a database.

[0331] "Strategic advice" is advice on plans and policies for achieving specific objectives.

[0332] "Inspiration" is the stimulus or influence that gives rise to new ideas and creative thoughts.

[0333] "Means of notification" refers to the methods and techniques used to notify users of the generated information.

[0334] A "generative AI model" is an algorithm or system that uses artificial intelligence to generate new information or knowledge from data.

[0335] A "prompt" is an instruction or question to be input into a generative AI model.

[0336] The system for implementing this invention includes a server, a user terminal, and a generative AI model. The specific operation of each component will be described below.

[0337] Server Operation

[0338] The server has a means for creating a database of information on famous people from the past. This allows information on famous people's achievements, statements, strategies, etc. to be systematically organized, making it easy to search and extract. The server also has a means for extracting information on specific famous people from the database. This means allows information on a person specified by the user to be quickly retrieved.

[0339] Furthermore, the server has a means to generate strategic advice and inspiration for modern society based on the extracted information. This means is realized using a generative AI model. For example, the GPT-3 model of Hugging Face can be used as the generative AI model. The server also has a means to input prompt sentences into the generative AI model, which then generates specific advice and inspiration.

[0340] The generated advice and inspiration are sent from the server to the user's device via push notifications or email.

[0341] User terminal operation

[0342] The user terminal receives the notification sent from the server, which includes the generated strategic advice and inspiration, allowing the user to plan a strategy for their advertising campaign.

[0343] Specific examples

[0344] For example, if a user wants advice on an advertising campaign based on information about "famous entrepreneur A," they can input the following prompt into the generative AI model:

[0345] Example prompt sentence:

[0346] What advice would you give to famous entrepreneur A about his marketing strategy?

[0347] Based on this prompt, the generative AI model generates specific strategic advice, such as, "It's important to prioritize customer experience. By balancing product design and functionality, you can impress your customers."

[0348] Hardware and software used

[0349] It is preferable to use a cloud server with a high-performance processor and large memory capacity. A relational database such as MySQL or PostgreSQL is suitable as a database management system. The generative AI model is executed using the Hugging Face Transformers library.

[0350] User devices include smartphones, tablets, and PCs. Notifications are received using notification services such as Firebase Cloud Messaging (FCM) and Apple Push Notification Service (APNs).

[0351] In this way, advertising industry professionals can quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[0352] The flow of the specific processing in Application Example 3 will be described with reference to FIG.

[0353] Step 1:

[0354] The server stores information about famous people of the past in a database. As input, information such as the famous people's achievements, statements, and strategies is provided. This information is systematically organized using a database management system (e.g., MySQL, PostgreSQL) and stored in a way that makes it easy to search and extract. As output, the information stored in the database is obtained.

[0355] Step 2:

[0356] A user requests information about a particular famous person. As input, the user provides the name of the person and related keywords. The server extracts information about the specified person from the database. As output, the extracted person information is provided.

[0357] Step 3:

[0358] The server generates strategic advice and inspiration for modern society based on the extracted information. The extracted person information is provided as input. The server uses a generative AI model (e.g., GPT-3 from Hugging Face) to input a prompt sentence into the generative AI model. An example of a specific prompt sentence is, "Please tell me some advice about the marketing strategy of famous entrepreneur A." The generated strategic advice and inspiration are obtained as output.

[0359] Step 4:

[0360] The server notifies the user of the generated advice or inspiration. The generated advice or inspiration is provided as input. The server uses a notification service (e.g., Firebase Cloud Messaging, Apple Push Notification Service) to send a push notification or email to the user's device. The output is a notification that arrives on the user's device.

[0361] Step 5:

[0362] The user terminal receives the notification sent from the server. The notification from the server is provided as input. The user checks the notification and refers to the generated strategic advice and inspiration. As output, the user can obtain specific advice and plan an advertising campaign strategy.

[0363] In this way, each step of the process works together, enabling advertising professionals to quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[0364] Furthermore, an emotion engine that estimates the user's emotion may be combined. That is, the identification processing unit 290 may estimate the user's emotion using the emotion identification model 59 and perform identification processing using the user's emotion.

[0365] "Example 1"

[0366] In one embodiment of the present invention, a system including a means for compiling a database of information on great people and entrepreneurs of the past, a means for extracting information on specific great people and entrepreneurs from the database, a means for generating strategic advice and inspiration for modern society based on the extracted information, and a means for providing the generated advice and inspiration to users is combined with an emotion engine that recognizes the user's emotions.

[0367] "Example 2"

[0368] The emotion engine recognizes emotions from the user's facial expressions, tone of voice, text input, etc. For example, it recognizes the user's emotional state, such as whether they are happy, sad, or angry.

[0369] "Example 3"

[0370] The emotion engine adjusts the advice and inspiration it generates according to the user's emotional state. For example, if the user is feeling down, it generates encouraging advice and inspiration. If the user is happy, it generates advice and inspiration that amplify that joy.

[0371] "Example 4"

[0372] Furthermore, the emotion engine adjusts the timing of advice and inspiration provided depending on the user's emotional state. For example, when the user is concentrating on work, the engine will refrain from providing advice and inspiration so as not to interrupt the user. On the other hand, when the user is relaxing or seeking new ideas, the engine will proactively provide advice and inspiration.

[0373] The processing flow of each embodiment will be described below.

[0374] "Example 1"

[0375] Step 1: Create a database of information on great people and entrepreneurs from the past. This information includes their knowledge, experience, ideas, etc.

[0376] Step 2: Extract information on specific great people or entrepreneurs from the database upon user request.

[0377] Step 3: Based on the extracted information, generate strategic advice and inspiration for modern society.

[0378] Step 4: Provide generated advice and inspiration to users.

[0379] Step 5: Recognize user emotions with the emotion engine.

[0380] "Example 2"

[0381] Step 1: The emotion engine recognizes emotions from the user's facial expressions, tone of voice, text input, etc.

[0382] Step 2: Tailor the advice and inspiration you generate based on the emotions you identify.

[0383] "Example 3"

[0384] Step 1: Recognize the user's emotional state with the emotion engine.

[0385] Step 2: Tailor the advice and inspiration you generate based on your perceived emotional state.

[0386] "Example 4"

[0387] Step 1: Recognize the user's emotional state with the emotion engine.

[0388] Step 2: Adjust the timing of your advice or inspiration based on your perceived emotional state.

[0389] Example 1

[0390] Next, a description will be given of Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0391] In modern society, it is important to learn about the success stories and ideas of famous people and businessmen of the past and to use them as a basis for strategic advice and inspiration. However, there is no system that centrally manages this information and provides appropriate advice based on the user's emotional state. This makes it difficult to provide users with the information they need quickly and accurately.

[0392] The identification process by the identification processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means. In this invention, the server includes a means for creating a database of information on past celebrities and businessmen, a means for extracting information on specific celebrities and businessmen from the database, a means for generating strategic advice and ideas for modern society based on the extracted information, a means for providing the generated advice and ideas to the user, and an emotion analysis engine for recognizing the user's emotions. This allows the user to receive strategic advice based on past success stories and ideas appropriately according to their emotional state.

[0393] A "famous person" refers to someone who has made historically significant achievements or is widely known.

[0394] An "entrepreneur" is someone who runs a successful company or business.

[0395] A "database" refers to a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[0396] "Extraction" refers to the act of extracting necessary information based on specific conditions.

[0397] "Strategic advice" refers to specific advice on plans and policies to achieve specific objectives.

[0398] "Idea" refers to coming up with new ideas or concepts.

[0399] An "emotion analysis engine" refers to software or algorithms that analyze user input and responses and recognize emotional states.

[0400] A "generative AI model" refers to a model that uses artificial intelligence to generate new information or advice from input data.

[0401] This invention is a system that compiles information on famous people and businessmen of the past into a database and provides users with strategic advice and ideas. A specific embodiment of this system will be described below.

[0402] The server collects information about the lives, achievements, and ideas of famous people and businessmen of the past and builds a database that manages it in a centralized manner. For example, this database may contain information about the career, ideas, and business strategies of a famous businessperson. Database management systems such as SQL databases and NoSQL databases can be used to build the database.

[0403] Based on a user's request, the device extracts information about specific celebrities or businesspeople from a database. The extracted information is then transformed into strategic advice and ideas for modern society using a generative AI model, such as OpenAI's GPT-4.

[0404] To recognize the user's emotions, an emotion analysis engine is built in. This emotion analysis engine analyzes the user's input and reactions to understand the user's emotional state. For example, Microsoft's Azure Cognitive Services is used as the emotion analysis engine.

[0405] The server provides the generated advice and ideas to the user. The user can receive this information through their device. Specifically, the user inputs into their device, "Please tell me about the business strategy of a famous businessman." The device then sends this request to the server. The server extracts the relevant information from the database and inputs it into the generative AI model. The generative AI model generates strategic advice for modern society based on the extracted information. The sentiment analysis engine analyzes the emotional state of the user's input and adjusts the tone and content of the advice. Finally, the server provides the generated advice to the user.

[0406] Examples of prompts include:

[0407] "Could you tell me about the business strategy of a famous businessman? In particular, I'd like to know how he made his company successful."

[0408] In this way, users can tap into the knowledge of famous people and entrepreneurs of the past to gain strategic advice and inspiration for the modern world.

[0409] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0410] Step 1:

[0411] The user enters a request.

[0412] A user uses a terminal to input a request for information or advice about a particular celebrity or businessman. For example, the user might input, "Please tell me about the business strategy of a certain famous businessman." The input request is stored on the terminal as text data.

[0413] Step 2:

[0414] The device sends a request to the server.

[0415] The device receives the user's request and sends it to the server. The request includes the user's input, as well as the user's ID and session information. The transmitted data is sent to the server in JSON format.

[0416] Step 3:

[0417] The server extracts the information from the database.

[0418] The server analyzes the request and extracts information about the relevant celebrity or entrepreneur from the database. For example, retrieve information about the career, philosophy, and business strategy of a famous entrepreneur. The extracted information is then retrieved from the database using an SQL query.

[0419] Step 4:

[0420] The server generates advice using a generative AI model.

[0421] The server inputs the extracted information into a generative AI model (for example, OpenAI's GPT-4) to generate strategic advice and ideas for modern society. The generative AI model generates appropriate advice based on the input information. The input data is passed to the generative AI model in text format, and the generated advice is obtained as output.

[0422] Step 5:

[0423] The server analyzes the user's emotions using an emotion analysis engine.

[0424] The server uses an emotion analysis engine (for example, Microsoft's Azure Cognitive Services) to analyze the user's emotional state based on the user's input and past responses. The emotion analysis engine analyzes the text data and outputs the user's emotional state as numerical data.

[0425] Step 6:

[0426] The server coordinates the advice and sends it to the terminal.

[0427] The server adjusts the generated advice according to the user's emotional state—for example, if the user is feeling stressed, it adds words of encouragement—and sends the adjusted advice in text form to the device.

[0428] Step 7:

[0429] The terminal displays a prompt to the user.

[0430] The terminal displays the advice received from the server to the user. The user can check specific advice and ideas on the terminal screen. The displayed advice is provided to the user in text format.

[0431] (Application example 1)

[0432] Next, a description will be given of Application Example 1 of Embodiment Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0433] In modern society, it is difficult for individuals to obtain appropriate advice and inspiration to improve their strategic thinking and leadership skills. Furthermore, there are no systems that provide optimal advice based on the user's emotional state. This creates a challenge: users cannot obtain advice appropriate to their emotional state, making it difficult to make effective decisions and take action.

[0434] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. In this invention, the server includes means for creating a database of information on past celebrities and businessmen, means for extracting information on specific celebrities and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to the user, means including an emotion engine for recognizing the user's emotions, means for generating optimal advice and inspiration based on the user's emotional state recognized by the emotion engine, means for generating advice and inspiration using a generative AI model, and means for generating prompt sentences. This makes it possible to provide optimal advice and inspiration according to the user's emotional state.

[0435] "A means of creating a database of information on famous people and businessmen of the past" is a system for collecting and centrally managing information on the careers, ideas, achievements, etc. of historically important people and successful businessmen.

[0436] "Means for extracting information on specific celebrities or business people from the database" is a function for searching and extracting information on specific people designated by the user from the information registered in the database.

[0437] "Means for generating strategic advice and inspiration for modern society based on extracted information" refers to algorithms or programs that analyze the extracted information and generate advice and inspiration appropriate for modern situations.

[0438] The "means for providing the generated advice or inspiration to the user" refers to an interface or communication means for notifying the user of the generated advice or inspiration.

[0439] An "emotion engine that recognizes user emotions" is software or hardware that analyzes the user's facial expressions, voice, etc., and determines their emotional state.

[0440] The "means for generating optimal advice or inspiration based on the emotional state of the user recognized by the emotion engine" refers to an algorithm or program for generating the most appropriate advice or inspiration in consideration of the emotional state of the user.

[0441] "Means for generating advice and inspiration using a generative AI model" means a system for using an artificial intelligence model to generate advice and inspiration based on information extracted from a database and the user's emotional state.

[0442] A "means for generating prompts" is a program or algorithm for automatically creating instructions to be input into a generative AI model.

[0443] The following system configuration will be described as an embodiment of the present invention.

[0444] System Configuration

[0445] 1. Database creation method:

[0446] The server collects information on famous people and businessmen of the past and manages it in a centralized database, including information on their careers, ideas, achievements, etc.

[0447] 2. Information extraction means:

[0448] The server searches and extracts information about specific celebrities and business people from the database, using a search algorithm to efficiently retrieve information about the person specified by the user.

[0449] 3. Advice Generation Methods:

[0450] The server uses the extracted information to generate strategic advice and inspiration for modern society. To achieve this, it uses a generative AI model that analyzes past success stories and ideas to provide users with advice tailored to their needs.

[0451] 4. Emotion recognition means:

[0452] The user's device (such as a smartphone) uses a camera to capture the user's facial expressions and recognizes their emotional state using an emotion engine, which uses an emotion recognition library such as DeepFace.

[0453] 5. Emotion-based advice generation:

[0454] The server generates optimal advice and inspiration based on the user's emotional state recognized by the emotion engine, thereby providing appropriate advice according to the user's emotional state.

[0455] 6. Prompt generation method:

[0456] The server automatically creates prompts to be input to the generative AI model, based on the user's emotional state and the extracted information.

[0457] Hardware and software used

[0458] Hardware:

[0459] Smartphone camera: Used to capture the user's facial expressions.

[0460] Server: Responsible for database management and execution of generative AI models.

[0461] software:

[0462] OpenCV: An image processing library used to capture the user's facial expressions.

[0463] DeepFace: An emotion recognition library that recognizes emotions from captured facial expressions.

[0464] OpenAI API: A generative AI model that generates advice and inspiration based on information extracted from a database and the user's emotional state.

[0465] Specific examples

[0466] For example, if a user selects information about "famous entrepreneur A" and their emotional state is recognized as "sad," the generated advice will be "advice on how to move forward positively even in difficult situations, based on what was learned from entrepreneur A's failure."

[0467] Example prompt sentence:

[0468] Based on the information from Entrepreneur A, generate advice for the user in a sad state.

[0469] In this way, it is possible to provide optimal advice and inspiration depending on the user's emotional state.

[0470] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0471] Step 1:

[0472] A user uses a terminal to select information about a particular celebrity or businessman. As input, the user enters the name of the person selected into the terminal. The terminal then sends this input to the server.

[0473] Step 2:

[0474] The server searches for and extracts information about relevant celebrities and business people from a database based on the received person's name. The server receives the person's name as input and extracts information about the person's career, thoughts, achievements, etc. as output.

[0475] Step 3:

[0476] The device captures the user's facial expression with a camera and stores it as image data. The user's facial expression is captured by the camera as input, and image data is generated as output.

[0477] Step 4:

[0478] The device uses the DeepFace library to recognize the user's emotional state from the captured image data. As input, the image data is passed to DeepFace, and as output, the user's emotional state (e.g., sad, happy, angry, etc.) is recognized.

[0479] Step 5:

[0480] The server generates a prompt sentence to be input into the generative AI model based on the recognized emotional state and extracted person information. The emotional state and person information are passed to the server as input, and the prompt sentence is generated as output. Specifically, the server combines the emotional state and person information to create an appropriate prompt sentence.

[0481] Step 6:

[0482] The server uses the generated prompt sentence to make the generative AI model generate advice or inspiration. The prompt sentence is passed to the generative AI model as input, and advice or inspiration is generated as output. Specifically, the generative AI model analyzes the prompt sentence and generates appropriate advice or inspiration.

[0483] Step 7:

[0484] The server sends the generated advice and inspiration to the terminal. As input, the generated advice and inspiration exists in the server, and as output, it is sent to the terminal.

[0485] Step 8:

[0486] The device displays the received advice or inspiration to the user. The advice or inspiration is passed to the device as input and displayed to the user as output. As a specific operation, the device provides the advice or inspiration to the user using a notification function or a display screen.

[0487] Example 2

[0488] Next, a description will be given of Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0489] Conventional systems simply provide information about great people and entrepreneurs of the past, making it difficult to provide appropriate advice or inspiration based on the user's emotions and circumstances. Furthermore, they lacked the ability to recognize the user's emotions and generate appropriate responses, limiting the user experience. This resulted in insufficient improvement in the strategic thinking and leadership skills that users could gain.

[0490] The specific processing by the specific processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means.

[0491] In this invention, the server includes means for receiving user input, means for extracting information about a specific person from a database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to the user, means for recognizing emotions from the user's facial expressions, tone of voice, text input, etc., and means for generating a response according to the recognized emotion. This makes it possible to provide appropriate advice and inspiration according to the user's emotions and situation, improving the user experience and achieving improvements in strategic thinking and leadership skills.

[0492] A "means for receiving user input" is a device or software that provides an interface for a user to input a name of a particular person or a question.

[0493] The "means for extracting information about a specific person from a database" refers to a device or software that searches for and obtains information about the relevant person from a database based on information entered by a user.

[0494] "Means for generating strategic advice and inspiration in modern society" refers to a device or software that generates strategic advice and inspiration appropriate for modern situations based on extracted information about people.

[0495] The "means for providing the generated advice or inspiration to the user" refers to a device or software that displays or conveys the generated advice or inspiration to the user.

[0496] "Means for recognizing emotions from a user's facial expressions, tone of voice, text input, etc." refers to devices or software that use cameras, microphones, and text analysis technology to recognize a user's emotional state.

[0497] The "means for generating a response according to the recognized emotion" is a device or software that generates an appropriate response based on the recognized emotion of the user.

[0498] This invention is a system that allows users to input information about specific people and provides strategic advice and inspiration for modern society based on that information. It also has the ability to recognize the user's emotions and generate responses accordingly.

[0499] Hardware and software used

[0500] The server uses a database management system (e.g., MySQL or PostgreSQL) to store and retrieve information about a specific person, and also uses a generative AI model (e.g., GPT-3 or BERT) to generate strategic advice and inspiration based on the extracted information.

[0501] The device uses a camera and microphone to recognize the user's facial expressions and tone of voice. Machine learning libraries such as OpenCV and TENSORFLOW® are used for emotion recognition. The device also provides an interface for displaying generated advice and inspiration to the user.

[0502] Program processing

[0503] The user types in the name of a specific person or a question, for example, "Tell me about Steve Jobs."

[0504] The server generates a database query based on the name entered by the user to retrieve the person's information from the database, for example, it generates the following SQL query:

[0505] sql

[0506] SELECT FROM famous_people WHERE name = 'Steve Jobs';

[0507] The server uses a generative AI model to generate strategic advice and inspiration based on the acquired information, such as "Steve Jobs was the co-founder of Apple and developed innovative products such as the iPhone and MacBook."

[0508] The device uses a camera and microphone to capture the user's facial expressions and tone of voice, and then uses an emotion recognition model to predict the user's emotion. For example, if the user smiles at the camera, the device predicts "joy."

[0509] The device generates an appropriate response depending on the predicted emotion. For example, if the user is sad, the device responds, "What's wrong? What happened?"

[0510] Specific examples

[0511] If the user types "Tell me about Steve Jobs," the server will send the following prompt to the generative AI model:

[0512] Tell me about Steve Jobs

[0513] The generative AI model provides information about Steve Jobs, such as "Steve Jobs was the co-founder of Apple and developed innovative products such as the iPhone and MacBook."

[0514] If the user types "I'm very sad right now," the device will send the following prompt to the generative AI model:

[0515] I am very sad now

[0516] The generative AI model provides responses based on the user's emotions, such as "What's wrong? What happened?"

[0517] In this way, the present invention can provide information about a specific person based on the user's input, and further generate an appropriate response according to the user's emotions.

[0518] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0519] Step 1:

[0520] The user types in the name of a specific person or a question, for example, "Tell me about Steve Jobs."

[0521] Input: A person's name or question entered by the user

[0522] Output: The entered name and question are sent to the server.

[0523] Step 2:

[0524] The server generates a database query based on the name entered by the user, specifically an SQL query like this:

[0525] sql

[0526] SELECT FROM famous_people WHERE name = 'Steve Jobs';

[0527] Input: The person's name as entered by the user

[0528] Output: Generated SQL query

[0529] Step 3:

[0530] The server uses the generated query to retrieve information from a database, for example an RDBMS such as MySQL or PostgreSQL.

[0531] Input: Generated SQL query

[0532] Output: Person information retrieved from the database

[0533] Step 4:

[0534] The server generates strategic advice and inspiration based on the acquired information using generative AI models, such as GPT-3 and BERT.

[0535] Input: Person information retrieved from a database

[0536] Output: Generated strategic advice and inspiration

[0537] Step 5:

[0538] The server then provides the generated advice and inspiration to the user, for example, by displaying it through a web interface or a mobile app.

[0539] Input: Generated strategic advice and inspiration

[0540] Output: Advice and inspiration provided to the user

[0541] Step 6:

[0542] The device uses a camera and a microphone to capture the user's facial expressions and tone of voice, for example, by capturing the user's face with a camera and recording the user's voice with a microphone.

[0543] Input: User facial expressions and tone of voice

[0544] Output: Facial expression and voice data obtained

[0545] Step 7:

[0546] The device uses an emotion recognition model to predict the user's emotions, for example, by using TensorFlow or OpenCV to load the emotion recognition model and analyze the acquired data.

[0547] Input: Facial expression and voice data

[0548] Output: Predicted user sentiment

[0549] Step 8:

[0550] The device generates an appropriate response depending on the predicted emotion, for example, if the user is sad, it responds, "What's wrong? What happened?"

[0551] Input: Predicted user sentiment

[0552] Output: The generated response

[0553] Step 9:

[0554] The terminal provides the generated response to the user, for example by displaying the response in audio or text.

[0555] Input: Generated response

[0556] Output: The response provided to the user

[0557] (Application example 2)

[0558] Next, a description will be given of Application Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0559] In modern society, it is important for users to learn from the success stories of past celebrities and entrepreneurs and to gain strategic advice and inspiration. However, conventional systems have difficulty providing appropriate information based on the user's emotional state, and are unable to provide advice or inspiration that matches the user's mood. Furthermore, there is a lack of a means to utilize generative AI models to generate prompts that match the user's emotions. This makes it difficult to provide the appropriate information users are looking for in a timely manner.

[0560] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[0561] In this invention, the server includes means for creating a database of information on past celebrities and entrepreneurs, means for extracting information on specific celebrities and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to the user, means for recognizing emotions from the user's facial expressions, tone of voice, text input, etc., means for providing information that matches the user's mood based on the recognized emotional state, and means for generating prompt sentences that match the user's emotions using a generative AI model. This makes it possible to provide appropriate information according to the user's emotional state, and to provide the appropriate information the user desires in a timely manner.

[0562] A "celebrity" is someone who is widely known and has social influence.

[0563] An "entrepreneur" is someone who runs a company or business and plays an important role in economic activity.

[0564] A database is a collection of information that is systematically organized and stored so that it can be quickly searched and extracted as needed.

[0565] "Extraction" is the act of selecting necessary information based on specific conditions.

[0566] "Strategic advice" is professional advice on plans and policies for achieving specific goals.

[0567] "Inspiration" is a stimulus or influence that sparks a creative idea or insight.

[0568] "Emotion recognition" is a technology that analyzes and judges a user's emotional state from facial expressions, tone of voice, text input, etc.

[0569] A "generative AI model" is an algorithm or system that uses artificial intelligence to generate new text or data.

[0570] A "prompt" is an instruction that can be input into a generative AI model to obtain a specific output.

[0571] A system for carrying out this invention has the following configuration: A server includes means for compiling a database of information on past celebrities and businessmen, means for extracting information on specific celebrities and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to a user, means for recognizing emotions from the user's facial expressions, tone of voice, text input, etc., means for providing information that matches the user's mood based on the recognized emotional state, and means for generating prompt sentences that match the user's emotions using a generative AI model.

[0572] Hardware and software used

[0573] Hardware: Smartphone (iOS or ANDROID (registered trademark))

[0574] Software: Database management systems (e.g., MySQL), emotion recognition engines (e.g., Microsoft Azure Emotion API), natural language processing libraries (e.g., GPT-3)

[0575] Program processing explanation

[0576] 1. Getting user input:

[0577] A user uses a smartphone to launch the application and enter the name of a particular celebrity or businessman.

[0578] Example: "Celebrity A"

[0579] 2. Extract information from the database:

[0580] Based on the entered name, the server extracts information on relevant celebrities and business people from a database.

[0581] Example: Famous quotes, anecdotes, and career history of celebrity A.

[0582] 3. Emotion recognition:

[0583] The server uses an emotion recognition engine to analyze the user's facial expressions, tone of voice, and text input to recognize the user's emotional state.

[0584] Example: Recognizing that the user is sad.

[0585] 4. Providing appropriate information:

[0586] The server provides mood-matching information to the user based on the recognized emotional state.

[0587] Example: If the user is sad, show them an encouraging quote or story.

[0588] 5. Leveraging generative AI models:

[0589] The server uses a generative AI model (e.g., GPT-3) to generate prompts tailored to the user's emotions and provide further appropriate information, if necessary.

[0590] Example: "Generate encouraging content for users using quotes from famous person A."

[0591] Specific examples

[0592] If a user enters "famous person A" and the emotion recognition engine determines that the user is sad, it will display a quote like this:

[0593] "Tough times are when your true worth is tested." - Celebrity A

[0594] Prompt Sentence Examples

[0595] "Generate encouraging content for users using quotes from famous person A."

[0596] In this way, the system allows users to search for information on specific celebrities or business people and provide emotionally relevant inspiration.

[0597] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0598] Step 1:

[0599] A user uses a smartphone to launch an application and enters the name of a particular celebrity or businessman.

[0600] Input: The name of a celebrity or business person entered by the user (e.g., "Celebrity A")

[0601] Output: The entered name is sent to the server.

[0602] Specific behavior: The user enters "Celebrity A" in the application's search bar and presses the search button.

[0603] Step 2:

[0604] Based on the entered name, the server extracts information on relevant celebrities and business people from a database.

[0605] Input: The name of a celebrity or business person entered by the user (e.g., "Celebrity A")

[0606] Output: Information about celebrities and businesspeople extracted from the database (e.g., famous quotes, anecdotes, career history, etc. of celebrity A)

[0607] Specific operation: The server uses a database management system (e.g., MySQL) to search for information related to "Celebrity A" and extract the relevant data.

[0608] Step 3:

[0609] The server uses an emotion recognition engine to analyze the user's facial expressions, tone of voice, and text input to recognize the user's emotional state.

[0610] Input: User facial expressions, tone of voice, and text input

[0611] Output: The perceived emotional state of the user (e.g., sad)

[0612] Specific operation: The server uses an emotion recognition engine (e.g., Microsoft Azure Emotion API) to analyze the user's camera footage and audio data to determine their emotional state.

[0613] Step 4:

[0614] The server provides mood-matching information to the user based on the recognized emotional state.

[0615] Input: Recognized user emotional state (e.g., sad), information about famous people and businesspeople extracted from a database

[0616] Output: Information that matches the user's mood (e.g., encouraging quotes or stories)

[0617] Specific operation: Based on the recognized emotional state, the server selects appropriate quotes and episodes from the information extracted from the database and provides them to the user.

[0618] Step 5:

[0619] The server uses a generative AI model to generate prompts tailored to the user's emotions and provide further appropriate information, if necessary.

[0620] Input: Recognized user emotional state (e.g., sad), information about famous people and businesspeople extracted from a database

[0621] Output: Generated prompt and appropriate information based on it (e.g., motivational quote)

[0622] Specific operation: The server uses a generative AI model (e.g., GPT-3) to generate a prompt such as, "Please generate a quote from celebrity A that will encourage the user," and then generates an appropriate quote based on that and provides it to the user.

[0623] Example 3

[0624] Next, a third embodiment of the third embodiment will be described. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0625] In modern society, individuals and businesses face a wide range of challenges, requiring fast, accurate strategic advice and inspiration. However, conventional systems have difficulty providing appropriate advice based on the user's emotional state, and have limited means of effectively utilizing the success stories of past celebrities and entrepreneurs. This has prevented users from receiving appropriate advice when they need it, hindering the development of strategic thinking and leadership skills.

[0626] The specific processing by the specific processing unit 290 of the data processing device 12 in the third embodiment is realized by the following means.

[0627] In this invention, the server includes means for creating a database of information on famous people and entrepreneurs from the past, means for extracting information on specific famous people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for collecting user input data, means for analyzing the collected data to recognize the user's emotional state, means for generating appropriate advice and inspiration using a generative AI model based on the recognized emotional state, and means for notifying the user of the generated advice and inspiration. This makes it possible to provide strategic advice and inspiration based on the success stories of famous people and entrepreneurs from the past at an appropriate time according to the user's emotional state.

[0628] The "database" is an information management system that systematically organizes and stores information on famous people and entrepreneurs from the past, allowing for quick search and retrieval as needed.

[0629] "Means of extraction" refers to the function of selecting information on specific celebrities or entrepreneurs from the database and extracting the necessary data.

[0630] "Strategic advice" refers to specific guidelines and proposals for solving problems and achieving goals for individuals and companies in modern society.

[0631] "Inspiration" is information or messages that stimulate and motivate people to generate creative thoughts and new ideas.

[0632] "User input data" refers to information such as text or voice that a user provides to a system.

[0633] "Emotional state" refers to the psychological state or mood a user is feeling at a particular moment.

[0634] A "generative AI model" is an algorithm or program that uses artificial intelligence technology to generate appropriate advice or inspiration based on input data.

[0635] "Means of notification" refers to a function for communicating generated advice or inspiration to users, and includes methods such as email and push notifications.

[0636] The system is designed to provide strategic advice and inspiration according to the user's emotional state. A specific embodiment of the system will be described below.

[0637] Hardware and Software Configuration

[0638] Hardware

[0639] Server: Manages the database, runs the emotion recognition engine, operates the generative AI model, and manages the notification system.

[0640] User device: A device, such as a PC or smartphone, through which a user provides input data.

[0641] software

[0642] Database management system: Systematically stores and manages information on famous people and entrepreneurs of the past.

[0643] Emotion recognition engine: Analyzes user input data and recognizes their emotional state.

[0644] Generative AI models: Using GPT-4 as an example, we generate advice and inspiration based on emotional states.

[0645] Notification system: Uses a mail server or push notification service to deliver generated advice and inspiration to users.

[0646] System Operation

[0647] Collecting user input data

[0648] A user uses a terminal to send text input or voice data to the system. For example, the user might type, "I'm out of ideas for a new project."

[0649] Emotion recognition engine for analyzing emotional states

[0650] The server receives the data sent from the device and uses an emotion recognition engine to analyze the user's emotional state, for example, recognizing the emotion "confused" from the user's text.

[0651] Generative AI models provide advice and inspiration

[0652] The server sends a prompt to the generative AI model based on the analyzed emotional state. An example of a prompt is, "When the user is confused, please generate advice based on famous quotes." The generative AI model generates appropriate advice or inspiration based on the prompt. For example, it generates a message such as, "Even in difficult situations, it is important to always have a new perspective. Famous people have overcome adversity to create many innovations."

[0653] Notification system for users

[0654] The server sends the generated advice and inspiration to a notification system, which provides the advice and inspiration to the user using email or application push notifications, for example by sending the generated message to the user's email address.

[0655] Specific examples

[0656] The user enters the text "I can't think of any ideas for a new project." The device sends this text data to the server. The server passes the received text data to an emotion recognition engine, which analyzes the user's emotional state as "confused." The server sends a prompt to the generative AI model saying, "When the user is confused, please generate advice based on famous quotes." The generative AI model generates advice saying, "Even in difficult situations, it's important to always have a new perspective. Famous people have overcome adversity to create many innovations." The server sends the generated advice to the notification system. The notification system sends the advice to the user's email address.

[0657] In this way, the system can provide strategic advice and inspiration based on the success stories of famous people and entrepreneurs in the past at an appropriate timing according to the user's emotional state. The flow of the identification process in Example 3 will be described with reference to Figure 21.

[0658] Step 1:

[0659] Collecting user input data

[0660] User: The user uses a device to send text input or voice data to the system. For example, the user types, "I'm out of ideas for a new project."

[0661] Input: User text input and voice data

[0662] Output: Sending data from the device to the server

[0663] Step 2:

[0664] Emotion recognition engine for analyzing emotional states

[0665] Server: The server receives the data sent from the device.

[0666] Input: User text input and voice data sent from the device

[0667] Server: The server uses an emotion recognition engine to analyze the user's emotional state, for example recognizing the emotion "confused" from the user's text.

[0668] Data processing: text analysis, emotional state recognition

[0669] Output: User's emotional state (e.g., "confused")

[0670] Step 3:

[0671] Generative AI models provide advice and inspiration

[0672] Server: The server sends prompt sentences to the generative AI model based on the analyzed emotional state.

[0673] Input: User's emotional state (e.g., "confused")

[0674] Server: The server sends the generative AI model a prompt: "Generate advice based on famous quotes when the user is confused."

[0675] Generative AI model: The generative AI model generates appropriate advice and inspiration based on a prompt, such as, "Even in difficult situations, it's important to always have a new perspective. Many famous people have overcome adversity to create many innovations."

[0676] Data arithmetic: Prompt-based advice generation

[0677] Output: Generated advice and inspiration

[0678] Step 4:

[0679] Notification system for users

[0680] Server: The server sends the generated advice and inspiration to the notification system.

[0681] Input: Generated advice and inspiration

[0682] Notification system: The notification system provides users with advice and inspiration using email and application push notifications, for example by sending generated messages to the user's email address.

[0683] Specific actions: Sending emails and executing push notifications

[0684] Output: User-informed advice and inspiration

[0685] In this way, the system can provide strategic advice and inspiration based on the success stories of past celebrities and entrepreneurs at the right time, depending on the user's emotional state.

[0686] (Application example 3)

[0687] Next, a description will be given of Application Example 3 of Form Example 3. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0688] In modern society, it is important for individuals to receive advice and inspiration to improve their strategic thinking and leadership skills. However, conventional systems have difficulty providing advice and inspiration at the appropriate time based on the user's emotional state, making it difficult to provide effective support.

[0689] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 3 is realized by the following means. In this invention, the server includes means for creating a database of information on past celebrities and businessmen, means for extracting information on specific celebrities and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for recognizing the user's emotional state, means for adjusting the advice and inspiration to be generated in accordance with the recognized emotional state, and means for notifying the user of the generated advice and inspiration. This makes it possible to provide advice and inspiration at an appropriate time according to the user's emotional state.

[0690] A "famous person" is someone who has had a significant historical influence or is widely known.

[0691] An "entrepreneur" is someone who runs a successful company or business.

[0692] A "database" is a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[0693] "Extraction" is the act of retrieving specific information from a database.

[0694] "Strategic advice" is guidance or suggestions regarding plans or methods for achieving specific goals.

[0695] "Inspiration" is the stimulus or influence that gives rise to creative ideas or new thoughts.

[0696] "Emotional state" refers to a user's current psychological state or mood.

[0697] "Recognition" is the act of understanding and grasping specific information or a situation.

[0698] "Adjustment" is the act of making appropriate changes or modifications according to specific conditions or circumstances.

[0699] "Notification" is the act of informing a user of specific information.

[0700] The following system configuration will be described as an embodiment of the present invention.

[0701] First, the server creates a database of information on famous people and businesspeople from the past. The database includes their success stories, famous quotes, strategic thinking methods, etc. Next, the server extracts information on specific famous people and businesspeople from the database in response to a user request.

[0702] Based on the extracted information, the server generates strategic advice and inspiration for modern society using a generative AI model, which receives prompt text as input and outputs appropriate advice and inspiration.

[0703] Furthermore, the server uses an emotion recognition engine to recognize the user's emotional state. The emotion recognition engine analyzes the user's emotional state in real time from facial expressions, voice, text, etc. The server adjusts the advice and inspiration it generates according to the recognized emotional state. For example, if the user is feeling down, it will send an encouraging message, and if the user is concentrating, it will avoid interrupting them.

[0704] The generated advice and inspiration is notified to the user using a notification library, which can be sent via smartphone push notifications, emails, or in-app notifications.

[0705] For example, when a user is feeling down, the message "Don't give up, better days are coming" is displayed. When the user is concentrating, notifications are muted, and when the user is relaxing, the message "Take this moment to think about new ideas" is displayed.

[0706] Examples of prompts for generative AI models include:

[0707] “Recognize the user’s emotional state and generate advice or inspiration accordingly. For example, send an uplifting message when they’re feeling down, avoid interruptions when they’re focused, and offer new ideas when they’re relaxed.”

[0708] In this way, it is possible to provide advice and inspiration at the right time according to the user's emotional state.

[0709] The flow of the specific processing in Application Example 3 will be described with reference to FIG.

[0710] Step 1:

[0711] The server creates a database of information about famous people and businesspeople from the past. Specifically, it collects information such as success stories, famous quotes, and strategic thinking methods of famous people and businesspeople, and stores it in the database. The input is information about famous people and businesspeople, and the output is the information stored in the database.

[0712] Step 2:

[0713] A user submits a request. The user requests information about a particular celebrity or entrepreneur. The input is the user's request, and the output is the submission of the request to the server.

[0714] Step 3:

[0715] The server extracts information about specific celebrities or business people from a database. The input is a user request, and the output is the extracted information. The server searches the database based on the request and extracts the relevant information.

[0716] Step 4:

[0717] The server generates strategic advice and inspiration for modern society based on the extracted information. Specifically, it uses a generative AI model to receive prompts as input and output appropriate advice and inspiration. The input is the extracted information and prompts, and the output is the generated advice and inspiration.

[0718] Step 5:

[0719] The server uses an emotion recognition engine to recognize the user's emotional state. The input is the user's facial expression, voice, text, etc., and the output is the recognized emotional state. The emotion recognition engine analyzes this data and recognizes the user's emotional state in real time.

[0720] Step 6:

[0721] The server adjusts the generated advice or inspiration according to the recognized emotional state. The input is the recognized emotional state and the generated advice or inspiration, and the output is the adjusted advice or inspiration. For example, if the user is depressed, it may send an encouraging message, and if the user is concentrating, it may take care not to interrupt them.

[0722] Step 7:

[0723] The server notifies the user of the generated advice and inspiration using a notification library. The input is the adjusted advice and inspiration, and the output is a notification to the user. The notification can be in the form of a smartphone push notification, email, or in-app notification.

[0724] In this way, it becomes possible to provide advice and inspiration at an appropriate time according to the user's emotional state.

[0725] The specific processing unit 290 transmits the result of the specific processing to the smart device 14. In the smart device 14, the control unit 46A causes the output device 40 to output the result of the specific processing. The microphone 38B acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[0726] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (registered trademark) (Internet search engine).<URL: https: / / openai.com / blog / chatgpt> ) and other generation AIs. The data generation model 58 is obtained by performing deep learning on a neural network. A prompt including an instruction is input to the data generation model 58, and inference data such as voice data indicating voice, text data indicating text, and image data indicating an image is also input. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt, and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization.

[0727] Another example of generative AI is Gemini (registered trademark) (Internet search engine). <url: https: gemini.google.com ?hl="ja">) are mentioned.

[0728] In the above embodiment, an example in which the specific process is performed by the data processing device 12 has been given, but the technology of the present disclosure is not limited to this, and the specific process may be performed by the smart device 14.

[0729] [Second embodiment]

[0730] FIG. 3 shows an example of the configuration of a data processing system 210 according to the second embodiment.

[0731] 3, the data processing system 210 includes the data processing device 12 and smart glasses 214. An example of the data processing device 12 is a server.

[0732] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 is an example of a "computer" according to the technology of the present disclosure. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, the RAM 30, and the storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[0733] The smart glasses 214 include a computer 36, a microphone 238, a speaker 240, a camera 42, and a communication I / F 44. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, and the camera 42 are also connected to the bus 52.

[0734] The microphone 238 receives instructions and the like from the user 20 by receiving voice uttered by the user 20. The microphone 238 captures the voice uttered by the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio in accordance with instructions from the processor 46.

[0735] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the surroundings of user 20 (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[0736] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[0737] Fig. 4 shows an example of the main functions of the data processing device 12 and the smart glasses 214. As shown in Fig. 4, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[0738] The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0739] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290.

[0740] In the smart glasses 214, the reception output process is performed by the processor 46. A reception output program 60 is stored in the storage 50. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output process is realized by the processor 46 operating as the control unit 46A in accordance with the reception output program 60 executed on the RAM 48.

[0741] Next, the specific processing by the specific processing unit 290 of the data processing device 12 will be described.

[0742] "Example 1"

[0743] One embodiment of the present invention is a system that creates a database of information about great people and entrepreneurs of the past. This system collects and centrally manages information about the lives, achievements, and ideas of great people and entrepreneurs. For example, information about Steve Jobs' career, ideas, business strategies, etc. is registered in the database.

[0744] "Example 2"

[0745] Next, there is a means to extract information about a specific famous person or entrepreneur from the database. When a user specifies a specific famous person or entrepreneur, information about that person is extracted from the database. For example, if a user specifies Steve Jobs, information about Steve Jobs is extracted from the database.

[0746] "Example 3"

[0747] Furthermore, there is a method for generating strategic advice and inspiration for modern society based on the extracted information. This method analyzes the extracted information and generates what kind of advice or inspiration the person would provide in modern society. For example, based on information about Steve Jobs, it generates strategic advice for creating innovation.

[0748] "Example 4"

[0749] Finally, there is a means for providing the generated advice or inspiration to the user. This means notifies the user of the generated advice or inspiration. For example, the generated advice is provided to the user by email or application notification.

[0750] The processing flow of each embodiment will be described below.

[0751] "Example 1"

[0752] Step 1: Collect information about great people and entrepreneurs of the past. This information includes their lives, achievements, and ideas. For example, collect information about Steve Jobs' career, ideas, and business strategies. In this specification, "great people and entrepreneurs" refers to at least one of great people and entrepreneurs.

[0753] Step 2: Register the collected information in a database. This database will be used to centrally manage information on great people and entrepreneurs.

[0754] "Example 2"

[0755] Step 1: The user designates a particular great person or entrepreneur.

[0756] Step 2: Extract information about the specified person or entrepreneur from the database. For example, if the user specifies Steve Jobs, extract information about Steve Jobs from the database.

[0757] "Example 3"

[0758] Step 1: Analyze the extracted information.

[0759] Step 2: Based on the analyzed information, generate strategic advice and inspiration for modern society. For example, based on information about Steve Jobs, generate strategic advice for creating innovation. In this specification, "advice and inspiration" means at least one of advice and inspiration.

[0760] "Example 4"

[0761] Step 1: Notify the user of the generated advice and inspiration via email, application notifications, etc.

[0762] Example 1

[0763] Next, a description will be given of Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0764] In modern society, it is important to learn about the success stories and ideas of famous people and entrepreneurs of the past and to use them as a basis for strategic advice and inspiration. However, this information is scattered and not centrally managed, making it difficult to efficiently collect and utilize it. Furthermore, there is a lack of systems that can quickly provide appropriate answers when users ask specific questions. This results in users spending a great deal of time and effort to obtain the information they need.

[0765] The specific processing by the specific processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means.

[0766] In this invention, the server includes means for compiling a database of information on famous people and businessmen of the past, means for extracting information on specific famous people and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to users, means for collecting information from reliable sources on the Internet, means for organizing the collected information and storing it in a database, means for receiving user questions and inputting them as prompt sentences to the generative AI model, and means for providing users with answers generated by the generative AI model. This allows users to efficiently collect information on famous people and businessmen of the past and obtain quick and appropriate answers to specific questions.

[0767] "Notable people and entrepreneurs of the past" refers to people who have made significant historical achievements or who founded and operated successful businesses.

[0768] "Database creation" refers to organizing information and storing it in a database so that it is easy to search and manage.

[0769] "Extraction" refers to extracting specific information from the information stored in a database.

[0770] "Strategic advice and inspiration" refers to information that provides guidance and motivation for solving problems and achieving goals in modern society.

[0771] "User" refers to any individual or organization that uses this system.

[0772] "Reliable sources on the internet" refers to websites and online databases that provide accurate and trustworthy information.

[0773] A "generative AI model" refers to a model that uses artificial intelligence to generate appropriate answers or information based on input prompts.

[0774] A "prompt sentence" refers to a question or instruction sentence input to a generative AI model.

[0775] "Collecting" refers to gathering the necessary information.

[0776] "Organizing" refers to the systematic organization of collected information.

[0777] "Storage" refers to recording information in a storage device such as a database.

[0778] "Providing" refers to passing generated information or advice to the user.

[0779] MODE FOR CARRYING OUT THE INVENTION

[0780] This invention is a system that compiles a database of information on famous people and businessmen from the past and uses a generative AI model to provide appropriate answers to user questions. A specific embodiment of this system is described below.

[0781] Information collection and database creation

[0782] The server collects information about famous people and businesspeople from reliable sources on the Internet. Specifically, it uses Python's BeautifulSoup library to scrape information from Wikipedia and official websites. The collected information is converted to JSON format and stored in a MySQL database. For example, information about a famous person's career, thoughts, business strategy, etc. is stored in separate fields.

[0783] Manage data

[0784] The server centrally manages the information stored in the database. Elasticsearch is used to provide a search function so that users can search for information on specific famous people or businesspeople. For example, searching for "famous person A" will display a list of related information.

[0785] Handling user questions

[0786] The user enters a question about a specific famous person or businessman into the device. For example, the user enters "Tell me the biography of famous person A" into the search bar of the device and presses the send button.

[0787] Answer generation using generative AI models

[0788] The server receives the user's question and inputs it as a prompt to the generative AI model. Specifically, the user's question, "Please tell me the biography of famous person A," is input as a prompt to the generative AI model (e.g., GPT-3). The generative AI model generates an appropriate answer based on the prompt.

[0789] Providing answers

[0790] The server sends the generated answer to the user's device, where the user can confirm the generated answer. For example, the answer may be something like, "Famous person A was born in XXXX, founded company B, and made a significant contribution to the development of product C."

[0791] Examples of specific examples and prompts

[0792] Examples:

[0793] The specific actions taken when a user types "Please tell me the biography of famous person A" into the terminal are as follows.

[0794] 1. The user types "Tell me the biography of famous person A" into the search bar on their device and presses the send button.

[0795] 2. The server receives the user's query and searches the database for information about the biography of famous person A.

[0796] 3. The server inputs the following prompt to the generative AI model (GPT-3):

[0797] Please tell me about the background of famous person A.

[0798] 4. The generative AI model generates an appropriate answer based on the prompt.

[0799] 5. The server sends the generated answer to the user's device.

[0800] 6. The user checks information about the career of famous person A on their device.

[0801] In this way, the server collects and manages information on famous people and businessmen of the past, creating a system that provides quick and appropriate answers to users' questions.

[0802] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0803] Step 1: Gather information

[0804] The server collects information about famous people and entrepreneurs from trusted sources on the Internet, specifically scraping information from Wikipedia and official websites using Python's BeautifulSoup library.

[0805] Input: Internet URL

[0806] Data processing: Scraping with BeautifulSoup

[0807] Output: Information data in JSON format

[0808] Step 2: Organize and store your data

[0809] The server organizes the collected information and stores it in a database. Specifically, it converts the collected information into JSON format and stores it in a MySQL database. For example, information such as the career, thoughts, and business strategies of a famous person can be stored in separate fields.

[0810] Input: Information data in JSON format

[0811] Data processing: Split information by field

[0812] Output: Information stored in a MySQL database

[0813] Step 3: Manage your data

[0814] The server centralizes the information stored in the database and uses Elasticsearch to provide a search function so that users can search for information on specific famous people or businesspeople.

[0815] Input: User's search query

[0816] Data Computing: Searching with Elasticsearch

[0817] Output: A list of search results

[0818] Step 4: User Question Processing

[0819] The user enters a question about a specific famous person or businessman into the device. For example, the user enters "Tell me the biography of famous person A" into the search bar of the device and presses the send button.

[0820] Input: User question

[0821] Data processing: Analysis of questions

[0822] Output: Analysis result of question content

[0823] Step 5: Generating answers using a generative AI model

[0824] The server receives the user's question and inputs it as a prompt to the generative AI model. Specifically, the user's question, "Please tell me the biography of famous person A," is input as a prompt to the generative AI model (e.g., GPT-3). The generative AI model generates an appropriate answer based on the prompt.

[0825] Input: Analysis result of question content

[0826] Data computation: Generative AI model for answer generation

[0827] Output: The generated answer

[0828] Step 6: Provide your answers

[0829] The server sends the generated answer to the user's device, where the user can confirm the generated answer. For example, the answer may be something like, "Famous person A was born in XXXX, founded company B, and made a significant contribution to the development of product C."

[0830] Input: Generated answer

[0831] Data processing: formatting responses

[0832] Output: The answer displayed on the user's device

[0833] (Application example 1)

[0834] Next, a description will be given of Application Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0835] In modern society, it is extremely important to learn from the success stories and ideas of past notable figures and entrepreneurs, and to gain strategic advice and inspiration. However, this information is scattered and not centrally managed, making it difficult to quickly obtain the information needed. In addition, there is a lack of means for users to filter information based on specific topics and display related information using generative AI models. This makes it difficult for users to learn efficiently and improve their strategic thinking and leadership skills.

[0836] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 1 is realized by the following means.

[0837] In this invention, the server includes means for creating a database of information on famous people and entrepreneurs from the past, means for extracting information on specific famous people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to users, means for filtering information based on themes of interest to the user, and means for processing prompts based on user input using a generative AI model and displaying related information, thereby enabling users to efficiently obtain the information they need and improve their strategic thinking and leadership skills.

[0838] "Famous people and business people of the past" refers to people who have made historically significant achievements or led companies to success.

[0839] "Means of creating a database" refers to methods and technologies for systematically organizing information and making it easy to search and extract.

[0840] "Means for extracting information about specific public figures or business people" refers to methods or techniques for selecting information about specific people from a database.

[0841] "Means for generating strategic advice and inspiration" refers to methods and techniques for generating strategic advice and inspiration in modern society based on extracted information.

[0842] "Means of providing to users" refers to the methods and technologies used to deliver generated advice and inspiration to users.

[0843] "Subject-based information filtering" refers to methods or techniques that allow users to select information related to a particular subject of interest.

[0844] "Generative AI model" refers to a model that uses artificial intelligence to generate data and process prompts based on user input.

[0845] "Means for processing prompts and displaying related information" refers to methods and technologies for analyzing prompts entered by a user and displaying related information.

[0846] As an embodiment of the present invention, a system is provided that stores information on famous people and businessmen of the past in a database, allowing users to efficiently obtain the information they need. A specific embodiment of this system is described below.

[0847] System configuration

[0848] The system consists of the following main components:

[0849] 1. Database server: Stores information on famous people and businessmen of the past.

[0850] 2. Application Server: Processes requests from users and extracts information from the database.

[0851] 3. User terminal: A device through which a user accesses the system, such as a smartphone or tablet.

[0852] Hardware and software used

[0853] Hardware: Servers (database servers, application servers), user devices (smartphones, tablets)

[0854] Software: SQLite (database management system), Python (programming language), generative AI model (natural language processing)

[0855] Data processing and calculation

[0856] 1. Database: The database server systematically organizes and stores information on famous people and businessmen of the past, including information on their lives, achievements, and ideas.

[0857] 2. Information Extraction: Based on a user request, the application server extracts information about specific celebrities or business people from the database.

[0858] 3. Advice generation: Based on the extracted information, a generative AI model is used to generate strategic advice and inspiration.

[0859] 4. Information provision: Generated advice and inspiration is provided to users' devices. Users can filter the information based on their interests.

[0860] Specific examples

[0861] If a user searches for information about "leadership," they might enter a prompt like this:

[0862] View information about famous people and business people on leadership.

[0863] By inputting this prompt into the generative AI model, information about famous people and business leaders related to leadership will be displayed, providing users with information about the life, achievements, and leadership philosophy of a famous leader, for example.

[0864] In this way, users can efficiently obtain the information they need and improve their strategic thinking and leadership skills.

[0865] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0866] Step 1:

[0867] A user accesses the application using a device such as a smartphone or tablet, and enters a prompt to search for information on a specific topic.

[0868] Input: The prompt text entered by the user (e.g., "Show me information about famous people and entrepreneurs in leadership roles.")

[0869] Output: The prompt statement is sent to the application server.

[0870] Step 2:

[0871] The application server analyzes the received prompt sentence to understand the user's request, and uses a generative AI model to analyze the content of the prompt sentence.

[0872] Input: The prompt text sent by the user

[0873] Output: Parsed prompt (e.g., "Search for information about leadership")

[0874] Step 3:

[0875] The application server sends a query to the database server based on the content of the parsed prompt sentence to retrieve relevant information.

[0876] Input: The parsed prompt text

[0877] Output: The query sent to the database server (e.g., "Get information about famous people and business leaders in terms of leadership")

[0878] Step 4:

[0879] The database server extracts relevant information from the database based on the received query.

[0880] Input: Query sent from the application server

[0881] Output: Extracted information (e.g., "The lives, achievements, and thoughts of famous people and business leaders regarding leadership")

[0882] Step 5:

[0883] The application server receives the extracted information and uses generative AI models to generate strategic advice and inspiration.

[0884] Input: Information received from the database server

[0885] Output: Generated strategic advice and inspiration (e.g., "Specific leadership advice")

[0886] Step 6:

[0887] The application server transmits the generated advice and inspiration to the user terminal.

[0888] Input: Generated strategic advice and inspiration

[0889] Output: Advice and inspiration sent to the user's device

[0890] Step 7:

[0891] The user device displays the received advice and inspiration for the user to view.

[0892] Input: Advice and inspiration sent by the application server

[0893] Output: Advice and inspiration displayed to the user (e.g., "Specific leadership advice and inspiration")

[0894] Example 2

[0895] Next, a description will be given of Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0896] In modern society, it is important to effectively utilize the success stories and knowledge of great people and entrepreneurs from the past to gain strategic advice and inspiration. However, systems that efficiently extract this information and provide it to users are not yet fully developed. In particular, there is a lack of means for users to quickly and accurately obtain information about specific people and use that information to gain strategic advice and inspiration in modern society. This presents a challenge, making it difficult to effectively utilize information about great people and entrepreneurs from the past.

[0897] The specific processing by the specific processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means.

[0898] In this invention, the server includes means for a user to input the name of a specific person into a terminal, means for the terminal to send the input data to the server, means for the server to connect to a database and search for information on the specified person, means for the server to return search results to the terminal, means for the terminal to display the search results to the user, means for creating a database of information on great people and entrepreneurs of the past, means for extracting information on the specific great people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, and means for providing the generated advice and inspiration to the user. This allows the user to quickly and accurately obtain information on specific great people and entrepreneurs and, based on that information, to obtain strategic advice and inspiration for modern society.

[0899] A "User" is an individual or organization that uses the System to obtain information about specific great people or entrepreneurs and to receive strategic advice and inspiration.

[0900] A "terminal" is a device through which a user inputs information and communicates with a server, and includes PCs, smartphones, tablets, etc.

[0901] A "server" is a computer system that receives requests from users, accesses a database to retrieve information, and returns the results to the terminal.

[0902] A "database" is a collection of information that systematically stores information about great people and entrepreneurs of the past and manages it in a searchable format.

[0903] A "means for retrieving information" is the process by which the server executes a specific query against the database to extract information about a specified person.

[0904] A "search result" is a collection of information about a specified person that the server retrieves from the database.

[0905] "Strategic advice and inspiration" is guidance and insight generated from extracted information to support users' decision-making and actions in modern society.

[0906] A "generative AI model" is an artificial intelligence algorithm that generates strategic advice and inspiration based on information extracted from a database.

[0907] A "prompt" is text input to a generative AI model that contains instructions for generating specific information or advice.

[0908] This invention is a system that allows users to extract information about specific great people or entrepreneurs from a database and use that information to receive strategic advice and inspiration. The system works by having the user input the name of a specific person into a terminal and then sending that data to a server.

[0909] The server was developed using Python and uses MySQL for database management. The server connects to the MySQL database based on the data received from the user and searches for the specified person's information. The search results are sent back to the terminal, which then displays them to the user.

[0910] The specific operation flow is as follows:

[0911] 1. A user enters the name of a particular great person or entrepreneur into an input field on a device. For example, the user enters "famous inventor."

[0912] 2. The device sends the entered name to the server. The device sends the data using an HTTP request.

[0913] 3. The server connects to the MySQL database based on the received data, executes the SQL query "SELECT FROM famous_people WHERE name="famous inventors"", and searches the database for the relevant records.

[0914] 4. The server retrieves the search results and returns them to the device. The server converts the search results into JSON format and sends it to the device as an HTTP response.

[0915] 5. The device analyzes the search results and displays them in a user-friendly format. For example, the device might display information such as "birthdates, achievements, and citations of famous inventors."

[0916] The system uses a generative AI model to generate strategic advice and inspiration based on information extracted from the database. An example of a prompt phrase input to the generative AI model is, "Please tell me about famous inventors." Using this prompt phrase, the generative AI model can provide detailed information about famous inventors.

[0917] In this way, users can quickly and accurately obtain information about specific great people and entrepreneurs, and use that information to gain strategic advice and inspiration for the modern world.

[0918] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0919] Step 1:

[0920] The user enters the name of a specific person into the terminal.

[0921] Specifically, a user opens a browser, enters "famous inventors" in the search field, and clicks the search button.

[0922] Input: The name of a person entered by the user into an input field (e.g., "famous inventor")

[0923] Output: The device is ready to send input data to the server

[0924] Step 2:

[0925] The terminal sends the input data to the server.

[0926] Specifically, the terminal sends an HTTP POST request containing the string "famous inventor" to the server.

[0927] Input: A person's name entered by the user (e.g., "famous inventor")

[0928] Output: HTTP POST request sent to the server (e.g., {"name": "famous inventor"} or {"name": "famous inventor"})

[0929] Step 3:

[0930] The server connects to the database and looks up the information for the specified person.

[0931] Specifically, the server connects to the MySQL database and executes the SQL query "SELECT FROM famous_people WHERE name="famous inventors"".

[0932] Input: HTTP POST request sent to the server (e.g., {"name": "famous inventor"} {"name": "famous inventor"})

[0933] Output: Search results retrieved from the database (e.g., birth dates, achievements, citations of famous inventors, etc.)

[0934] Step 4:

[0935] The server returns the search results to the terminal.

[0936] Specifically, the server converts the search results into JSON format and sends them to the terminal as an HTTP response.

[0937] Input: Search results retrieved from a database (e.g., birth dates, achievements, citations of famous inventors, etc.)

[0938] Output: HTTP response sent to the device (e.g., {"name": "famous inventor", "birth_date": "YYYY-MM-DD", "achievements": ["Invention 1", "Invention 2"], "quotes": ["Quote 1", "Quote 2"]})

[0939] Step 5:

[0940] The device displays the search results to the user.

[0941] Specifically, the device parses the received JSON data and displays it in a user-friendly format, for example, on a web page as follows:

[0942] Name: Famous Inventor

[0943] Date of Birth: YYYY-MM-DD

[0944] Achievements: Invention 1, Invention 2

[0945] Quote: "Quote 1", "Quote 2"

[0946] Input: HTTP response sent from the server (e.g., {"name": "famous inventor", "birth_date": "YYYY-MM-DD", "achievements": ["Invention 1", "Invention 2"], "quotes": ["Quote 1", "Quote 2"]})

[0947] Output: Search results displayed to the user (e.g., birth dates, achievements, citations, etc. of famous inventors)

[0948] In this way, users can quickly and accurately obtain information about specific great people and entrepreneurs, and use that information to gain strategic advice and inspiration for the modern world.

[0949] (Application example 2)

[0950] Next, a description will be given of Application Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0951] In today's society, it is extremely important to utilize the success stories and knowledge of famous people and entrepreneurs from the past to gain strategic advice and inspiration. However, there is a lack of efficient ways to extract this information and provide it to users. Furthermore, there is no system that allows users to quickly and accurately respond to additional information or related questions about a specific person. This means that users spend a great deal of time and effort to obtain the information they need.

[0952] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. In this invention, the server includes means for creating a database of information on famous people and businessmen of the past, means for extracting information on specific famous people and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, and means for responding to additional information and related questions about people specified by the user using a generative AI model. This allows the user to efficiently obtain the information they need and gain strategic advice and inspiration.

[0953] A "famous person" is an individual who has made historically significant achievements and is widely known.

[0954] "Entrepreneur" refers to an individual who runs a company or business and plays a key role in economic activity.

[0955] "Means of creating a database" refers to methods and technologies for systematically organizing and storing information.

[0956] "Extraction means" refers to the methods and techniques used to extract specific information from a database.

[0957] "Strategic advice" refers to advice on plans and policies for achieving specific goals.

[0958] "Inspiration" refers to the stimulus that sparks creative ideas and motivation.

[0959] A "generative AI model" refers to an algorithm or system that uses artificial intelligence to generate new information or responses.

[0960] "Additional information" refers to supplementary data or knowledge provided in addition to existing information.

[0961] "Related Questions" refer to questions or queries users ask related to a particular piece of information or topic.

[0962] A system for implementing the present invention includes a server, a user terminal, and a generative AI model. A specific embodiment of the system will be described below.

[0963] System Configuration

[0964] 1. Server:

[0965] The server has a means of creating a database of information on famous people and businessmen of the past, allowing a wide range of information to be systematically organized and stored.

[0966] The server has a means for extracting information on specific famous people or businessmen from the database, allowing the user to quickly retrieve information on a person specified by the user.

[0967] The server has a means to generate strategic advice and inspiration for modern society based on the extracted information, which allows users to obtain concrete action plans and ideas.

[0968] The server has a means to respond to additional information and related questions about the person specified by the user using the generative AI model, allowing the user to obtain further detailed information and related knowledge.

[0969] 2. User Device:

[0970] A user terminal is a device such as a smartphone or a personal computer, and provides an interface for users to access the system.

[0971] A user can input the name of a particular notable person or business person through the terminal and request information.

[0972] The user terminal displays the information provided by the server and the generated advice and inspiration.

[0973] Program processing

[0974] The server uses a Python program and the Requests library to retrieve information from the database. The OpenAI API is used as the generative AI model. The specific process flow is explained below.

[0975] 1. Get information from the database:

[0976] When a user enters the name of a particular famous person or businessperson, the server uses the Requests library to retrieve the corresponding information from the database.

[0977] The acquired information is sent to the user terminal and displayed.

[0978] 2. Obtaining additional information using generative AI models:

[0979] The server uses a generative AI model (OpenAI API) to respond with additional information and related questions about the person specified by the user.

[0980] For example, if a user types, "Can you tell me some additional information about Steve Jobs?", the server sends this prompt to a generative AI model and gets a response.

[0981] The acquired additional information is sent to the user terminal and displayed.

[0982] Specific examples

[0983] If a user types "Steve Jobs," the server retrieves information about Steve Jobs from the database and displays it on the user's device. It then uses a generative AI model to send a prompt saying, "Please tell me more about Steve Jobs," and retrieves and displays the additional information.

[0984] Example prompt sentence:

[0985] Can you give us some additional information about Steve Jobs?

[0986] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0987] Step 1:

[0988] A user uses a terminal to input the name of a particular famous person or businessman. The input name is sent to a server. The input data is the name of the person specified by the user.

[0989] Step 2:

[0990] The server extracts the corresponding person's information from the database based on the received name. Specifically, it uses the Requests library to send an HTTP request to the database and retrieves the corresponding information. The input data is the person's name specified by the user, and the output data is the person's information retrieved from the database.

[0991] Step 3:

[0992] The server sends the extracted information to the user terminal, which displays the received information. The input data is the person's information retrieved from the database, and the output data is the information displayed on the user terminal.

[0993] Step 4:

[0994] When a user wants more information, they use the terminal to enter a specific question, for example, the prompt "Please tell me more about Steve Jobs." The input data is the prompt entered by the user.

[0995] Step 5:

[0996] The server uses a generative AI model (OpenAI API) to generate additional information based on the prompt sentence entered by the user. Specifically, it sends the prompt sentence to the API and obtains the generated response. The input data is the prompt sentence entered by the user, and the output data is the additional information obtained from the generative AI model.

[0997] Step 6:

[0998] The server transmits the generated additional information to the user terminal. The user terminal displays the received additional information. The input data is the additional information obtained from the generative AI model, and the output data is the additional information displayed on the user terminal.

[0999] Example 3

[1000] Next, a description will be given of Example 3 of Form Example 3. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1001] In modern society, it is important to obtain strategic advice and inspiration from the success stories and knowledge of past celebrities and entrepreneurs. However, there is no system that efficiently collects and analyzes this information and provides it in a form that is appropriate for modern situations. This makes it difficult for users to quickly obtain the specific and practical advice they need.

[1002] The identification process by the identification processing unit 290 of the data processing device 12 in the third embodiment is realized by the following means. In this invention, the server includes a means for creating a database of information on famous people and businessmen of the past, a means for extracting information on specific famous people and businessmen from the database, a means for analyzing the extracted information and extracting important points using natural language processing technology, a means for generating strategic advice and inspiration for modern society based on the extracted information using a generative AI model, and a means for notifying the user of the generated advice and inspiration. This enables the user to quickly obtain specific and practical advice based on the knowledge of famous people and businessmen of the past.

[1003] A "database" is a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[1004] A "celebrity" is someone who is widely known and has social influence.

[1005] An "entrepreneur" refers to a person who runs a company or business and engages in economic activities.

[1006] "Means of information extraction" refers to methods or techniques for selecting specific information from a database.

[1007] "Natural language processing technology" refers to technology that allows computers to analyze, understand, and generate human language.

[1008] "Important points" refer to elements or findings that are particularly noteworthy within the analyzed information.

[1009] A "generative AI model" refers to an algorithm or system that uses artificial intelligence to generate new information and insights.

[1010] "Strategic advice" refers to advice on plans and policies for achieving specific objectives.

[1011] "Inspiration" refers to the stimulus or influence that provokes new ideas or creative thoughts.

[1012] "Means of notification" refers to the methods and techniques used to communicate generated information to users.

[1013] This invention is a system that generates strategic advice and inspiration for modern society based on information about famous people and businessmen of the past, and provides it to users. A specific embodiment of this system will be described below.

[1014] 1. Program Generation

[1015] The server uses a generative AI model to generate a program that collects information about a specific person, analyzes that information, and generates strategic advice and inspiration for modern society.

[1016] 2. Program Processing

[1017] The server first collects information about a specific person. This information is obtained from public data and databases on the Internet. Specifically, it uses Python's BeautifulSoup library to scrape information from websites and the Twitter® API to collect related tweets.

[1018] The server then analyzes the collected information. It uses natural language processing techniques to analyze the text data and extract key points. Specifically, it uses the NLTK library to extract keywords and perform sentiment analysis on the text.

[1019] The server then uses a generative AI model (e.g., OpenAI's GPT-4) to generate strategic advice and inspiration for modern society based on the extracted information. The prompt sentence is input into the generative AI model to generate specific advice.

[1020] 3. Specific Examples

[1021] If a user wants advice about a particular celebrity, they can input the following prompt into the generative AI model:

[1022] Example prompt sentence:

[1023] "Generate strategic advice for the modern world based on the innovation statements and actions of certain prominent figures."

[1024] The generative AI model generates specific advice based on this prompt, such as "To create innovation, it is important to keep trying without fear of failure."

[1025] 4. Advice Notification

[1026] The server notifies the user of the generated advice and inspiration by sending email using the SMTP protocol or by sending application notifications using Firebase Cloud Messaging (FCM).

[1027] In this way, the server can provide useful advice and inspiration to the user. The flow of the identification process in the third embodiment will be described with reference to FIG.

[1028] Step 1: Gather information

[1029] The server collects information about specific celebrities and businesspeople from the Internet and databases. Specifically, it uses Python's BeautifulSoup library to scrape articles from websites and collects related tweets using the Twitter® API. The input is the name of the specific celebrity or businessperson, and the output is the collected text data.

[1030] Step 2: Information analysis

[1031] The server analyzes the collected text data and extracts important points. Specifically, it uses the NLTK library to extract keywords and perform sentiment analysis on the text. The input is the collected text data, and the output is the extracted keywords and the results of sentiment analysis.

[1032] Step 3: Advice generation

[1033] The server uses a generative AI model to generate strategic advice and inspiration for modern society based on the extracted information. Specifically, the server inputs the following prompts into the generative AI model:

[1034] "Generate strategic advice for the modern world based on the innovation statements and actions of certain prominent figures."

[1035] The input is extracted keywords and sentiment analysis results, and the output is generated advice and inspiration.

[1036] Step 4: Advice Notification

[1037] The server notifies the user of the generated advice or inspiration by email using the SMTP protocol or by sending application notifications using Firebase Cloud Messaging (FCM). The input is the generated advice or inspiration, and the output is the notification sent to the user.

[1038] In this way, the server can provide useful advice and inspiration to the user.

[1039] (Application example 3)

[1040] Next, a description will be given of Application Example 3 of Form Example 3. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1041] In today's society, it is important for advertising professionals to refer to the success stories and strategic advice of past notable figures in order to develop effective advertising campaigns. However, there is a lack of efficient ways to collect this information and use it as concrete advice. There is also a need for a method to quickly notify users of the generated advice.

[1042] The identification process by the identification processing unit 290 of the data processing device 12 in Application Example 3 is realized by the following means. In this invention, the server includes means for creating a database of information on famous people from the past, means for extracting information on specific famous people from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for notifying the user of the generated advice and inspiration, means for generating advice using a generative AI model, and means for inputting prompt sentences into the generative AI model. This enables advertising industry professionals to quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[1043] A "notable person of the past" is someone who is widely known in history or the present day and recognized for their achievements and influence.

[1044] "Means of creating a database" refers to methods and techniques for systematically organizing information and making it easy to search and extract.

[1045] An "extraction means" is a method or technique for selecting and retrieving specific information from a database.

[1046] "Strategic advice" is advice on plans and policies for achieving specific objectives.

[1047] "Inspiration" is the stimulus or influence that gives rise to new ideas and creative thoughts.

[1048] "Means of notification" refers to the methods and techniques used to notify users of the generated information.

[1049] A "generative AI model" is an algorithm or system that uses artificial intelligence to generate new information or knowledge from data.

[1050] A "prompt" is an instruction or question to be input into a generative AI model.

[1051] The system for implementing this invention includes a server, a user terminal, and a generative AI model. The specific operation of each component will be described below.

[1052] Server Operation

[1053] The server has a means for creating a database of information on famous people from the past. This allows information on famous people's achievements, statements, strategies, etc. to be systematically organized, making it easy to search and extract. The server also has a means for extracting information on specific famous people from the database. This means allows information on a person specified by the user to be quickly retrieved.

[1054] Furthermore, the server has a means to generate strategic advice and inspiration for modern society based on the extracted information. This means is realized using a generative AI model. For example, the GPT-3 model of Hugging Face can be used as the generative AI model. The server also has a means to input prompt sentences into the generative AI model, which then generates specific advice and inspiration.

[1055] The generated advice and inspiration are sent from the server to the user's device via push notifications or email.

[1056] User terminal operation

[1057] The user terminal receives the notification sent from the server, which includes the generated strategic advice and inspiration, allowing the user to plan a strategy for their advertising campaign.

[1058] Specific examples

[1059] For example, if a user wants advice on an advertising campaign based on information about "famous entrepreneur A," they can input the following prompt into the generative AI model:

[1060] Example prompt sentence:

[1061] What advice would you give to famous entrepreneur A about his marketing strategy?

[1062] Based on this prompt, the generative AI model generates specific strategic advice, such as, "It's important to prioritize customer experience. By balancing product design and functionality, you can impress your customers."

[1063] Hardware and software used

[1064] It is preferable to use a cloud server with a high-performance processor and large memory capacity. A relational database such as MySQL or PostgreSQL is suitable as a database management system. The generative AI model is executed using the Hugging Face Transformers library.

[1065] User devices include smartphones, tablets, and PCs. Notifications are received using notification services such as Firebase Cloud Messaging (FCM) and Apple Push Notification Service (APNs).

[1066] In this way, advertising industry professionals can quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[1067] The flow of the specific processing in Application Example 3 will be described with reference to FIG.

[1068] Step 1:

[1069] The server stores information about famous people of the past in a database. As input, information such as the famous people's achievements, statements, and strategies is provided. This information is systematically organized using a database management system (e.g., MySQL, PostgreSQL) and stored in a way that makes it easy to search and extract. As output, the information stored in the database is obtained.

[1070] Step 2:

[1071] A user requests information about a particular famous person. As input, the user provides the name of the person and related keywords. The server extracts information about the specified person from the database. As output, the extracted person information is provided.

[1072] Step 3:

[1073] The server generates strategic advice and inspiration for modern society based on the extracted information. The extracted person information is provided as input. The server uses a generative AI model (e.g., GPT-3 from Hugging Face) to input a prompt sentence into the generative AI model. An example of a specific prompt sentence is, "Please tell me some advice about the marketing strategy of famous entrepreneur A." The generated strategic advice and inspiration are obtained as output.

[1074] Step 4:

[1075] The server notifies the user of the generated advice or inspiration. The generated advice or inspiration is provided as input. The server uses a notification service (e.g., Firebase Cloud Messaging, Apple Push Notification Service) to send a push notification or email to the user's device. The output is a notification that arrives on the user's device.

[1076] Step 5:

[1077] The user terminal receives the notification sent from the server. The notification from the server is provided as input. The user checks the notification and refers to the generated strategic advice and inspiration. As output, the user can obtain specific advice and plan an advertising campaign strategy.

[1078] In this way, each step of the process works together, enabling advertising professionals to quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[1079] Furthermore, an emotion engine that estimates the user's emotion may be further combined. That is, the identification processing unit 290 may estimate the user's emotion using the emotion identification model 59, and perform identification processing using the user's emotion.

[1080] "Example 1"

[1081] In one embodiment of the present invention, a system including a means for compiling a database of information on great people and entrepreneurs of the past, a means for extracting information on specific great people and entrepreneurs from the database, a means for generating strategic advice and inspiration for modern society based on the extracted information, and a means for providing the generated advice and inspiration to users is combined with an emotion engine that recognizes the user's emotions.

[1082] "Example 2"

[1083] The emotion engine recognizes emotions from the user's facial expressions, tone of voice, text input, etc. For example, it recognizes the user's emotional state, such as whether they are happy, sad, or angry.

[1084] "Example 3"

[1085] The emotion engine adjusts the advice and inspiration it generates according to the user's emotional state. For example, if the user is feeling down, it generates encouraging advice and inspiration. If the user is happy, it generates advice and inspiration that amplify that joy.

[1086] "Example 4"

[1087] Furthermore, the emotion engine adjusts the timing of advice and inspiration provided depending on the user's emotional state. For example, when the user is concentrating on work, the engine will refrain from providing advice and inspiration so as not to interrupt the user. On the other hand, when the user is relaxing or seeking new ideas, the engine will proactively provide advice and inspiration.

[1088] The processing flow of each embodiment will be described below.

[1089] "Example 1"

[1090] Step 1: Create a database of information on great people and entrepreneurs from the past. This information includes their knowledge, experience, ideas, etc.

[1091] Step 2: Extract information on specific great people or entrepreneurs from the database upon user request.

[1092] Step 3: Based on the extracted information, generate strategic advice and inspiration for modern society.

[1093] Step 4: Provide generated advice and inspiration to users.

[1094] Step 5: Recognize user emotions with the emotion engine.

[1095] "Example 2"

[1096] Step 1: The emotion engine recognizes emotions from the user's facial expressions, tone of voice, text input, etc.

[1097] Step 2: Tailor the advice and inspiration you generate based on the emotions you identify.

[1098] "Example 3"

[1099] Step 1: Recognize the user's emotional state with the emotion engine.

[1100] Step 2: Tailor the advice and inspiration you generate based on your perceived emotional state.

[1101] "Example 4"

[1102] Step 1: Recognize the user's emotional state with the emotion engine.

[1103] Step 2: Adjust the timing of your advice or inspiration based on your perceived emotional state.

[1104] Example 1

[1105] Next, a description will be given of Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1106] In modern society, it is important to learn about the success stories and ideas of famous people and businessmen of the past and to use them as a basis for strategic advice and inspiration. However, there is no system that centrally manages this information and provides appropriate advice based on the user's emotional state. This makes it difficult to provide users with the information they need quickly and accurately.

[1107] The identification process by the identification processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means. In this invention, the server includes a means for creating a database of information on past celebrities and businessmen, a means for extracting information on specific celebrities and businessmen from the database, a means for generating strategic advice and ideas for modern society based on the extracted information, a means for providing the generated advice and ideas to the user, and an emotion analysis engine for recognizing the user's emotions. This allows the user to receive strategic advice based on past success stories and ideas appropriately according to their emotional state.

[1108] A "famous person" refers to someone who has made historically significant achievements or is widely known.

[1109] An "entrepreneur" is someone who runs a successful company or business.

[1110] A "database" refers to a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[1111] "Extraction" refers to the act of extracting necessary information based on specific conditions.

[1112] "Strategic advice" refers to specific advice on plans and policies to achieve specific objectives.

[1113] "Idea" refers to coming up with new ideas or concepts.

[1114] An "emotion analysis engine" refers to software or algorithms that analyze user input and responses and recognize emotional states.

[1115] A "generative AI model" refers to a model that uses artificial intelligence to generate new information or advice from input data.

[1116] This invention is a system that compiles information on famous people and businessmen of the past into a database and provides users with strategic advice and ideas. A specific embodiment of this system will be described below.

[1117] The server collects information about the lives, achievements, and ideas of famous people and businessmen of the past and builds a database that manages it in a centralized manner. For example, this database may contain information about the career, ideas, and business strategies of a famous businessperson. Database management systems such as SQL databases and NoSQL databases can be used to build the database.

[1118] Based on a user's request, the device extracts information about specific celebrities or businesspeople from a database. The extracted information is then transformed into strategic advice and ideas for modern society using a generative AI model, such as OpenAI's GPT-4.

[1119] To recognize user emotions, an emotion analysis engine is built in. This emotion analysis engine analyzes the user's input and reactions to understand the user's emotional state. For example, Microsoft's Azure Cognitive Services is used for the emotion analysis engine.

[1120] The server provides the generated advice and ideas to the user. The user can receive this information through their device. Specifically, the user inputs into their device, "Please tell me about the business strategy of a famous businessman." The device then sends this request to the server. The server extracts the relevant information from the database and inputs it into the generative AI model. The generative AI model generates strategic advice for modern society based on the extracted information. The sentiment analysis engine analyzes the emotional state of the user's input and adjusts the tone and content of the advice. Finally, the server provides the generated advice to the user.

[1121] Examples of prompts include:

[1122] "Could you tell me about the business strategy of a famous businessman? In particular, I'd like to know how he made his company successful."

[1123] In this way, users can tap into the knowledge of famous people and entrepreneurs of the past to gain strategic advice and inspiration for the modern world.

[1124] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1125] Step 1:

[1126] The user enters a request.

[1127] A user uses a terminal to input a request for information or advice about a particular celebrity or businessman. For example, the user might input, "Please tell me about the business strategy of a certain famous businessman." The input request is stored on the terminal as text data.

[1128] Step 2:

[1129] The device sends a request to the server.

[1130] The device receives the user's request and sends it to the server. The request includes the user's input, as well as the user's ID and session information. The transmitted data is sent to the server in JSON format.

[1131] Step 3:

[1132] The server extracts the information from the database.

[1133] The server analyzes the request and extracts information about the relevant celebrity or entrepreneur from the database. For example, retrieve information about the career, philosophy, and business strategy of a famous entrepreneur. The extracted information is then retrieved from the database using an SQL query.

[1134] Step 4:

[1135] The server generates advice using a generative AI model.

[1136] The server inputs the extracted information into a generative AI model (for example, OpenAI's GPT-4) to generate strategic advice and ideas for modern society. The generative AI model generates appropriate advice based on the input information. The input data is passed to the generative AI model in text format, and the generated advice is obtained as output.

[1137] Step 5:

[1138] The server analyzes the user's emotions using an emotion analysis engine.

[1139] The server uses an emotion analysis engine (for example, Microsoft's Azure Cognitive Services) to analyze the user's emotional state based on the user's input and past responses. The emotion analysis engine analyzes the text data and outputs the user's emotional state as numerical data.

[1140] Step 6:

[1141] The server coordinates the advice and sends it to the terminal.

[1142] The server adjusts the generated advice according to the user's emotional state—for example, if the user is feeling stressed, it adds words of encouragement—and sends the adjusted advice in text form to the device.

[1143] Step 7:

[1144] The terminal displays a prompt to the user.

[1145] The terminal displays the advice received from the server to the user. The user can check specific advice and ideas on the terminal screen. The displayed advice is provided to the user in text format.

[1146] (Application example 1)

[1147] Next, a description will be given of Application Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1148] In modern society, it is difficult for individuals to obtain appropriate advice and inspiration to improve their strategic thinking and leadership skills. Furthermore, there are no systems that provide optimal advice based on the user's emotional state. This creates a challenge: users cannot obtain advice appropriate to their emotional state, making it difficult to make effective decisions and take action.

[1149] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. In this invention, the server includes means for creating a database of information on past celebrities and businessmen, means for extracting information on specific celebrities and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to the user, means including an emotion engine for recognizing the user's emotions, means for generating optimal advice and inspiration based on the user's emotional state recognized by the emotion engine, means for generating advice and inspiration using a generative AI model, and means for generating prompt sentences. This makes it possible to provide optimal advice and inspiration according to the user's emotional state.

[1150] "A means of creating a database of information on famous people and businessmen of the past" is a system for collecting and centrally managing information on the careers, ideas, achievements, etc. of historically important people and successful businessmen.

[1151] "Means for extracting information on specific celebrities or business people from the database" is a function for searching and extracting information on specific people designated by the user from the information registered in the database.

[1152] "Means for generating strategic advice and inspiration for modern society based on extracted information" refers to algorithms or programs that analyze the extracted information and generate advice and inspiration appropriate for modern situations.

[1153] The "means for providing the generated advice or inspiration to the user" refers to an interface or communication means for notifying the user of the generated advice or inspiration.

[1154] An "emotion engine that recognizes user emotions" is software or hardware that analyzes the user's facial expressions, voice, etc., and determines their emotional state.

[1155] The "means for generating optimal advice or inspiration based on the emotional state of the user recognized by the emotion engine" refers to an algorithm or program for generating the most appropriate advice or inspiration in consideration of the emotional state of the user.

[1156] "Means for generating advice and inspiration using a generative AI model" means a system for using an artificial intelligence model to generate advice and inspiration based on information extracted from a database and the user's emotional state.

[1157] A "means for generating prompts" is a program or algorithm for automatically creating instructions to be input into a generative AI model.

[1158] The following system configuration will be described as an embodiment of the present invention.

[1159] System Configuration

[1160] 1. Database creation method:

[1161] The server collects information on famous people and businessmen of the past and manages it in a centralized database, including information on their careers, ideas, achievements, etc.

[1162] 2. Information extraction means:

[1163] The server searches and extracts information about specific celebrities and business people from the database, using a search algorithm to efficiently retrieve information about the person specified by the user.

[1164] 3. Advice Generation Methods:

[1165] The server uses the extracted information to generate strategic advice and inspiration for modern society. To achieve this, it uses a generative AI model that analyzes past success stories and ideas to provide users with advice tailored to their needs.

[1166] 4. Emotion recognition means:

[1167] The user's device (such as a smartphone) uses a camera to capture the user's facial expressions and recognizes their emotional state using an emotion engine, which uses an emotion recognition library such as DeepFace.

[1168] 5. Emotion-based advice generation:

[1169] The server generates optimal advice and inspiration based on the user's emotional state recognized by the emotion engine, thereby providing appropriate advice according to the user's emotional state.

[1170] 6. Prompt generation method:

[1171] The server automatically creates prompts to be input to the generative AI model, based on the user's emotional state and the extracted information.

[1172] Hardware and software used

[1173] Hardware:

[1174] Smartphone camera: Used to capture the user's facial expressions.

[1175] Server: Responsible for database management and execution of generative AI models.

[1176] software:

[1177] OpenCV: An image processing library used to capture the user's facial expressions.

[1178] DeepFace: An emotion recognition library that recognizes emotions from captured facial expressions.

[1179] OpenAI API: A generative AI model that generates advice and inspiration based on information extracted from a database and the user's emotional state.

[1180] Specific examples

[1181] For example, if a user selects information about "famous entrepreneur A" and their emotional state is recognized as "sad," the generated advice will be "advice on how to move forward positively even in difficult situations, based on what was learned from entrepreneur A's failure."

[1182] Example prompt sentence:

[1183] Based on the information from Entrepreneur A, generate advice for the user in a sad state.

[1184] In this way, it is possible to provide optimal advice and inspiration depending on the user's emotional state.

[1185] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1186] Step 1:

[1187] A user uses a terminal to select information about a particular celebrity or businessman. As input, the user enters the name of the person selected into the terminal. The terminal then sends this input to the server.

[1188] Step 2:

[1189] The server searches and extracts information about the relevant celebrity or businessman from the database based on the received person's name. The person's name is passed to the server as input, and information about the person's career, thoughts, achievements, etc. is extracted as output.

[1190] Step 3:

[1191] The device captures the user's facial expression with a camera and stores it as image data. The user's facial expression is captured by the camera as input, and image data is generated as output.

[1192] Step 4:

[1193] The device uses the DeepFace library to recognize the user's emotional state from the captured image data. As input, the image data is passed to DeepFace, and as output, the user's emotional state (e.g., sad, happy, angry, etc.) is recognized.

[1194] Step 5:

[1195] The server generates a prompt sentence to be input into the generative AI model based on the recognized emotional state and extracted person information. The emotional state and person information are passed to the server as input, and the prompt sentence is generated as output. Specifically, the server combines the emotional state and person information to create an appropriate prompt sentence.

[1196] Step 6:

[1197] The server uses the generated prompt sentence to make the generative AI model generate advice or inspiration. The prompt sentence is passed to the generative AI model as input, and advice or inspiration is generated as output. Specifically, the generative AI model analyzes the prompt sentence and generates appropriate advice or inspiration.

[1198] Step 7:

[1199] The server sends the generated advice and inspiration to the terminal. As input, the generated advice and inspiration exists in the server, and as output, it is sent to the terminal.

[1200] Step 8:

[1201] The device displays the received advice or inspiration to the user. The advice or inspiration is passed to the device as input and displayed to the user as output. As a specific operation, the device provides the advice or inspiration to the user using a notification function or a display screen.

[1202] Example 2

[1203] Next, a description will be given of Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1204] Conventional systems simply provide information about great people and entrepreneurs of the past, making it difficult to provide appropriate advice or inspiration based on the user's emotions and circumstances. Furthermore, they lacked the ability to recognize the user's emotions and generate appropriate responses, limiting the user experience. This resulted in insufficient improvement in the strategic thinking and leadership skills that users could gain.

[1205] The specific processing by the specific processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means.

[1206] In this invention, the server includes means for receiving user input, means for extracting information about a specific person from a database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to the user, means for recognizing emotions from the user's facial expressions, tone of voice, text input, etc., and means for generating a response according to the recognized emotion. This makes it possible to provide appropriate advice and inspiration according to the user's emotions and situation, improving the user experience and achieving improvements in strategic thinking and leadership skills.

[1207] A "means for receiving user input" is a device or software that provides an interface for a user to input a name of a particular person or a question.

[1208] The "means for extracting information about a specific person from a database" refers to a device or software that searches for and obtains information about the relevant person from a database based on information entered by a user.

[1209] "Means for generating strategic advice and inspiration in modern society" refers to a device or software that generates strategic advice and inspiration appropriate for modern situations based on extracted information about people.

[1210] The "means for providing the generated advice or inspiration to the user" is a device or software that displays or conveys the generated advice or inspiration to the user.

[1211] "Means for recognizing emotions from a user's facial expressions, tone of voice, text input, etc." refers to devices or software that use cameras, microphones, and text analysis technology to recognize a user's emotional state.

[1212] The "means for generating a response according to the recognized emotion" is a device or software that generates an appropriate response based on the recognized emotion of the user.

[1213] This invention is a system that allows users to input information about specific people and provides strategic advice and inspiration for modern society based on that information. It also has the ability to recognize the user's emotions and generate responses accordingly.

[1214] Hardware and software used

[1215] The server uses a database management system (e.g., MySQL or PostgreSQL) to store and retrieve information about a specific person, and also uses a generative AI model (e.g., GPT-3 or BERT) to generate strategic advice and inspiration based on the extracted information.

[1216] The device uses a camera and microphone to recognize the user's facial expressions and tone of voice. It uses machine learning libraries such as OpenCV and TensorFlow for emotion recognition. The device also provides an interface for displaying generated advice and inspiration to the user.

[1217] Program processing

[1218] The user types in the name of a specific person or a question, for example, "Tell me about Steve Jobs."

[1219] The server generates a database query based on the name entered by the user to retrieve the person's information from the database, for example, it generates the following SQL query:

[1220] sql

[1221] SELECT FROM famous_people WHERE name = 'Steve Jobs';

[1222] The server uses a generative AI model to generate strategic advice and inspiration based on the acquired information, such as "Steve Jobs is the co-founder of Apple® and developed innovative products such as the iPhone® and MacBook."

[1223] The device uses a camera and microphone to capture the user's facial expressions and tone of voice, and then uses an emotion recognition model to predict the user's emotion. For example, if the user smiles at the camera, the device predicts "joy."

[1224] The device generates an appropriate response depending on the predicted emotion. For example, if the user is sad, the device responds, "What's wrong? What happened?"

[1225] Specific examples

[1226] If the user types "Tell me about Steve Jobs," the server will send the following prompt to the generative AI model:

[1227] Tell me about Steve Jobs

[1228] The generative AI model provides information about Steve Jobs, such as "Steve Jobs was a co-founder of Apple® and developed innovative products such as the iPhone® and MacBook."

[1229] If the user types "I'm very sad right now," the device will send the following prompt to the generative AI model:

[1230] I am very sad now

[1231] The generative AI model provides responses based on the user's emotions, such as "What's wrong? What happened?"

[1232] In this way, the present invention can provide information about a specific person based on the user's input, and further generate an appropriate response according to the user's emotions.

[1233] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1234] Step 1:

[1235] The user types in the name of a specific person or a question, for example, "Tell me about Steve Jobs."

[1236] Input: A person's name or question entered by the user

[1237] Output: The entered name and question are sent to the server.

[1238] Step 2:

[1239] The server generates a database query based on the name entered by the user, specifically an SQL query like this:

[1240] sql

[1241] SELECT FROM famous_people WHERE name = 'Steve Jobs';

[1242] Input: The person's name as entered by the user

[1243] Output: Generated SQL query

[1244] Step 3:

[1245] The server uses the generated query to retrieve information from a database, for example an RDBMS such as MySQL or PostgreSQL.

[1246] Input: Generated SQL query

[1247] Output: Person information retrieved from the database

[1248] Step 4:

[1249] The server generates strategic advice and inspiration based on the acquired information using generative AI models, such as GPT-3 and BERT.

[1250] Input: Person information retrieved from a database

[1251] Output: Generated strategic advice and inspiration

[1252] Step 5:

[1253] The server then provides the generated advice and inspiration to the user, for example, by displaying it through a web interface or a mobile app.

[1254] Input: Generated strategic advice and inspiration

[1255] Output: Advice and inspiration provided to the user

[1256] Step 6:

[1257] The device uses a camera and a microphone to capture the user's facial expressions and tone of voice, for example, by capturing the user's face with a camera and recording the user's voice with a microphone.

[1258] Input: User facial expressions and tone of voice

[1259] Output: Facial expression and voice data obtained

[1260] Step 7:

[1261] The device uses an emotion recognition model to predict the user's emotions, for example, by using TensorFlow or OpenCV to load the emotion recognition model and analyze the acquired data.

[1262] Input: Facial expression and voice data

[1263] Output: Predicted user sentiment

[1264] Step 8:

[1265] The device generates an appropriate response depending on the predicted emotion, for example, if the user is sad, it responds, "What's wrong? What happened?"

[1266] Input: Predicted user sentiment

[1267] Output: The generated response

[1268] Step 9:

[1269] The terminal provides the generated response to the user, for example by displaying the response in audio or text.

[1270] Input: Generated response

[1271] Output: The response provided to the user

[1272] (Application example 2)

[1273] Next, a description will be given of Application Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1274] In modern society, it is important for users to learn from the success stories of past celebrities and entrepreneurs and to gain strategic advice and inspiration. However, conventional systems have difficulty providing appropriate information based on the user's emotional state, and are unable to provide advice or inspiration that matches the user's mood. Furthermore, there is a lack of a means to utilize generative AI models to generate prompts that match the user's emotions. This makes it difficult to provide the appropriate information users are looking for in a timely manner.

[1275] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[1276] In this invention, the server includes means for creating a database of information on past celebrities and entrepreneurs, means for extracting information on specific celebrities and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to the user, means for recognizing emotions from the user's facial expressions, tone of voice, text input, etc., means for providing information that matches the user's mood based on the recognized emotional state, and means for generating prompt sentences that match the user's emotions using a generative AI model. This makes it possible to provide appropriate information according to the user's emotional state, and to provide the appropriate information the user desires in a timely manner.

[1277] A "celebrity" is someone who is widely known and has social influence.

[1278] An "entrepreneur" is someone who runs a company or business and plays an important role in economic activity.

[1279] A database is a collection of information that is systematically organized and stored so that it can be quickly searched and extracted as needed.

[1280] "Extraction" is the act of selecting necessary information based on specific conditions.

[1281] "Strategic advice" is professional advice on plans and policies for achieving specific goals.

[1282] "Inspiration" is a stimulus or influence that sparks a creative idea or insight.

[1283] "Emotion recognition" is a technology that analyzes and judges a user's emotional state from facial expressions, tone of voice, text input, etc.

[1284] A "generative AI model" is an algorithm or system that uses artificial intelligence to generate new text or data.

[1285] A "prompt" is an instruction that can be input into a generative AI model to obtain a specific output.

[1286] A system for carrying out this invention has the following configuration: A server includes means for compiling a database of information on past celebrities and businessmen, means for extracting information on specific celebrities and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to a user, means for recognizing emotions from the user's facial expressions, tone of voice, text input, etc., means for providing information that matches the user's mood based on the recognized emotional state, and means for generating prompt sentences that match the user's emotions using a generative AI model.

[1287] Hardware and software used

[1288] Hardware: Smartphone (iOS or Android (registered trademark))

[1289] Software: Database management systems (e.g., MySQL), emotion recognition engines (e.g., Microsoft Azure Emotion API), natural language processing libraries (e.g., GPT-3)

[1290] Program processing explanation

[1291] 1. Getting user input:

[1292] A user uses a smartphone to launch the application and enter the name of a particular celebrity or businessman.

[1293] Example: "Celebrity A"

[1294] 2. Extract information from the database:

[1295] Based on the entered name, the server extracts information on relevant celebrities and business people from a database.

[1296] Example: Famous quotes, anecdotes, and career history of celebrity A.

[1297] 3. Emotion recognition:

[1298] The server uses an emotion recognition engine to analyze the user's facial expressions, tone of voice, and text input to recognize the user's emotional state.

[1299] Example: Recognizing that the user is sad.

[1300] 4. Providing appropriate information:

[1301] The server provides mood-matching information to the user based on the recognized emotional state.

[1302] Example: If the user is sad, show them an encouraging quote or story.

[1303] 5. Leveraging generative AI models:

[1304] The server uses a generative AI model (e.g., GPT-3) to generate prompts tailored to the user's emotions and provide further appropriate information, if necessary.

[1305] Example: "Generate encouraging content for users using quotes from famous person A."

[1306] Specific examples

[1307] If a user enters "famous person A" and the emotion recognition engine determines that the user is sad, it will display a quote like this:

[1308] "Tough times are when your true worth is tested." - Celebrity A

[1309] Prompt Sentence Examples

[1310] "Generate encouraging content for users using quotes from famous person A."

[1311] In this way, the system allows users to search for information on specific celebrities or business people and provide emotionally relevant inspiration.

[1312] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1313] Step 1:

[1314] A user uses a smartphone to launch an application and enters the name of a particular celebrity or businessman.

[1315] Input: The name of a celebrity or business person entered by the user (e.g., "Celebrity A")

[1316] Output: The entered name is sent to the server.

[1317] Specific behavior: The user enters "Celebrity A" in the application's search bar and presses the search button.

[1318] Step 2:

[1319] Based on the entered name, the server extracts information on relevant celebrities and business people from a database.

[1320] Input: The name of a celebrity or business person entered by the user (e.g., "Celebrity A")

[1321] Output: Information about celebrities and businesspeople extracted from the database (e.g., famous quotes, anecdotes, career history, etc. of celebrity A)

[1322] Specific operation: The server uses a database management system (e.g., MySQL) to search for information related to "Celebrity A" and extract the relevant data.

[1323] Step 3:

[1324] The server uses an emotion recognition engine to analyze the user's facial expressions, tone of voice, and text input to recognize the user's emotional state.

[1325] Input: User facial expressions, tone of voice, and text input

[1326] Output: The perceived emotional state of the user (e.g., sad)

[1327] Specific operation: The server uses an emotion recognition engine (e.g., Microsoft Azure Emotion API) to analyze the user's camera footage and audio data to determine their emotional state.

[1328] Step 4:

[1329] The server provides mood-matching information to the user based on the recognized emotional state.

[1330] Input: Recognized user emotional state (e.g., sad), information about famous people and businesspeople extracted from a database

[1331] Output: Information that matches the user's mood (e.g., encouraging quotes or stories)

[1332] Specific operation: Based on the recognized emotional state, the server selects appropriate quotes and episodes from the information extracted from the database and provides them to the user.

[1333] Step 5:

[1334] The server uses a generative AI model to generate prompts tailored to the user's emotions and provide further appropriate information, if necessary.

[1335] Input: Recognized user emotional state (e.g., sad), information about famous people and businesspeople extracted from a database

[1336] Output: Generated prompt and appropriate information based on it (e.g., motivational quote)

[1337] Specific operation: The server uses a generative AI model (e.g., GPT-3) to generate a prompt such as, "Please generate a quote from celebrity A that will encourage the user," and then generates an appropriate quote based on that and provides it to the user.

[1338] Example 3

[1339] Next, a description will be given of Example 3 of Form Example 3. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1340] In modern society, individuals and businesses face a wide range of challenges, requiring fast, accurate strategic advice and inspiration. However, conventional systems have difficulty providing appropriate advice based on the user's emotional state, and have limited means of effectively utilizing the success stories of past celebrities and entrepreneurs. This has prevented users from receiving appropriate advice when they need it, hindering the development of strategic thinking and leadership skills.

[1341] The specific processing by the specific processing unit 290 of the data processing device 12 in the third embodiment is realized by the following means.

[1342] In this invention, the server includes means for creating a database of information on famous people and entrepreneurs from the past, means for extracting information on specific famous people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for collecting user input data, means for analyzing the collected data to recognize the user's emotional state, means for generating appropriate advice and inspiration using a generative AI model based on the recognized emotional state, and means for notifying the user of the generated advice and inspiration. This makes it possible to provide strategic advice and inspiration based on the success stories of famous people and entrepreneurs from the past at an appropriate time according to the user's emotional state.

[1343] The "database" is an information management system that systematically organizes and stores information on famous people and entrepreneurs from the past, allowing for quick search and retrieval as needed.

[1344] "Means of extraction" refers to the function of selecting information on specific celebrities or entrepreneurs from the database and extracting the necessary data.

[1345] "Strategic advice" refers to specific guidelines and proposals for solving problems and achieving goals for individuals and companies in modern society.

[1346] "Inspiration" is information or messages that stimulate and motivate people to generate creative thoughts and new ideas.

[1347] "User input data" refers to information such as text or voice that a user provides to a system.

[1348] "Emotional state" refers to the psychological state or mood a user is feeling at a particular moment.

[1349] A "generative AI model" is an algorithm or program that uses artificial intelligence technology to generate appropriate advice or inspiration based on input data.

[1350] "Means of notification" refers to a function for communicating generated advice or inspiration to users, and includes methods such as email and push notifications.

[1351] The system is designed to provide strategic advice and inspiration according to the user's emotional state. A specific embodiment of the system will be described below.

[1352] Hardware and Software Configuration

[1353] Hardware

[1354] Server: Manages the database, runs the emotion recognition engine, operates the generative AI model, and manages the notification system.

[1355] User device: A device, such as a PC or smartphone, through which a user provides input data.

[1356] software

[1357] Database management system: Systematically stores and manages information on famous people and entrepreneurs of the past.

[1358] Emotion recognition engine: Analyzes user input data and recognizes their emotional state.

[1359] Generative AI models: Using GPT-4 as an example, we generate advice and inspiration based on emotional states.

[1360] Notification system: Uses a mail server or push notification service to deliver generated advice and inspiration to users.

[1361] System Operation

[1362] Collecting user input data

[1363] A user uses a terminal to send text input or voice data to the system. For example, the user might type, "I'm out of ideas for a new project."

[1364] Emotion recognition engine for analyzing emotional states

[1365] The server receives the data sent from the device and uses an emotion recognition engine to analyze the user's emotional state, for example, recognizing the emotion "confused" from the user's text.

[1366] Generative AI models provide advice and inspiration

[1367] The server sends a prompt to the generative AI model based on the analyzed emotional state. An example of a prompt is, "When the user is confused, please generate advice based on famous quotes." The generative AI model generates appropriate advice or inspiration based on the prompt. For example, it generates a message such as, "Even in difficult situations, it is important to always have a new perspective. Famous people have overcome adversity to create many innovations."

[1368] Notification system for users

[1369] The server sends the generated advice and inspiration to a notification system, which provides the advice and inspiration to the user using email or application push notifications, for example by sending the generated message to the user's email address.

[1370] Specific examples

[1371] The user enters the text "I can't think of any ideas for a new project." The device sends this text data to the server. The server passes the received text data to an emotion recognition engine, which analyzes the user's emotional state as "confused." The server sends a prompt to the generative AI model saying, "When the user is confused, please generate advice based on famous quotes." The generative AI model generates advice saying, "Even in difficult situations, it's important to always have a new perspective. Famous people have overcome adversity to create many innovations." The server sends the generated advice to the notification system. The notification system sends the advice to the user's email address.

[1372] In this way, the system can provide strategic advice and inspiration based on the success stories of famous people and entrepreneurs in the past at an appropriate timing according to the user's emotional state. The flow of the identification process in Example 3 will be described with reference to Figure 21.

[1373] Step 1:

[1374] Collecting user input data

[1375] User: The user uses a device to send text input or voice data to the system. For example, the user types, "I'm out of ideas for a new project."

[1376] Input: User text input and voice data

[1377] Output: Sending data from the device to the server

[1378] Step 2:

[1379] Emotion recognition engine for analyzing emotional states

[1380] Server: The server receives the data sent from the device.

[1381] Input: User text input and voice data sent from the device

[1382] Server: The server uses an emotion recognition engine to analyze the user's emotional state, for example recognizing the emotion "confused" from the user's text.

[1383] Data processing: text analysis, emotional state recognition

[1384] Output: User's emotional state (e.g., "confused")

[1385] Step 3:

[1386] Generative AI models provide advice and inspiration

[1387] Server: The server sends prompt sentences to the generative AI model based on the analyzed emotional state.

[1388] Input: User's emotional state (e.g., "confused")

[1389] Server: The server sends the generative AI model a prompt: "Generate advice based on famous quotes when the user is confused."

[1390] Generative AI model: The generative AI model generates appropriate advice and inspiration based on a prompt, such as, "Even in difficult situations, it's important to always have a new perspective. Many famous people have overcome adversity to create many innovations."

[1391] Data arithmetic: Prompt-based advice generation

[1392] Output: Generated advice and inspiration

[1393] Step 4:

[1394] Notification system for users

[1395] Server: The server sends the generated advice and inspiration to the notification system.

[1396] Input: Generated advice and inspiration

[1397] Notification system: The notification system provides users with advice and inspiration using email and application push notifications, for example by sending generated messages to the user's email address.

[1398] Specific actions: Sending emails and executing push notifications

[1399] Output: User-informed advice and inspiration

[1400] In this way, the system can provide strategic advice and inspiration based on the success stories of past celebrities and entrepreneurs at the right time, depending on the user's emotional state.

[1401] (Application example 3)

[1402] Next, a description will be given of Application Example 3 of Form Example 3. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[1403] In modern society, it is important for individuals to receive advice and inspiration to improve their strategic thinking and leadership skills. However, conventional systems have difficulty providing advice and inspiration at the appropriate time based on the user's emotional state, making it difficult to provide effective support.

[1404] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 3 is realized by the following means. In this invention, the server includes means for creating a database of information on past celebrities and businessmen, means for extracting information on specific celebrities and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for recognizing the user's emotional state, means for adjusting the advice and inspiration to be generated in accordance with the recognized emotional state, and means for notifying the user of the generated advice and inspiration. This makes it possible to provide advice and inspiration at an appropriate time according to the user's emotional state.

[1405] A "famous person" is someone who has had a significant historical influence or is widely known.

[1406] An "entrepreneur" is someone who runs a successful company or business.

[1407] A "database" is a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[1408] "Extraction" is the act of retrieving specific information from a database.

[1409] "Strategic advice" is guidance or suggestions regarding plans or methods for achieving specific goals.

[1410] "Inspiration" is the stimulus or influence that gives rise to creative ideas or new thoughts.

[1411] "Emotional state" refers to a user's current psychological state or mood.

[1412] "Recognition" is the act of understanding and grasping specific information or a situation.

[1413] "Adjustment" is the act of making appropriate changes or modifications according to specific conditions or circumstances.

[1414] "Notification" is the act of informing a user of specific information.

[1415] The following system configuration will be described as an embodiment of the present invention.

[1416] First, the server creates a database of information on famous people and businesspeople from the past. The database includes their success stories, famous quotes, strategic thinking methods, etc. Next, the server extracts information on specific famous people and businesspeople from the database in response to a user request.

[1417] Based on the extracted information, the server generates strategic advice and inspiration for modern society using a generative AI model, which receives prompt text as input and outputs appropriate advice and inspiration.

[1418] Furthermore, the server uses an emotion recognition engine to recognize the user's emotional state. The emotion recognition engine analyzes the user's emotional state in real time from facial expressions, voice, text, etc. The server adjusts the advice and inspiration it generates according to the recognized emotional state. For example, if the user is feeling down, it will send an encouraging message, and if the user is concentrating, it will avoid interrupting them.

[1419] The generated advice and inspiration is notified to the user using a notification library, which can be sent via smartphone push notifications, emails, or in-app notifications.

[1420] For example, when a user is feeling down, the message "Don't give up, better days are coming" is displayed. When the user is concentrating, notifications are muted, and when the user is relaxing, the message "Take this moment to think about new ideas" is displayed.

[1421] Examples of prompts for generative AI models include:

[1422] “Recognize the user’s emotional state and generate advice or inspiration accordingly. For example, send an uplifting message when they’re feeling down, avoid interruptions when they’re focused, and offer new ideas when they’re relaxed.”

[1423] In this way, it is possible to provide advice and inspiration at the right time according to the user's emotional state.

[1424] The flow of the specific processing in Application Example 3 will be described with reference to FIG.

[1425] Step 1:

[1426] The server creates a database of information about famous people and businesspeople from the past. Specifically, it collects information such as success stories, famous quotes, and strategic thinking methods of famous people and businesspeople, and stores it in the database. The input is information about famous people and businesspeople, and the output is the information stored in the database.

[1427] Step 2:

[1428] A user submits a request. The user requests information about a particular celebrity or entrepreneur. The input is the user's request, and the output is the submission of the request to the server.

[1429] Step 3:

[1430] The server extracts information about specific celebrities or business people from a database. The input is a user request, and the output is the extracted information. The server searches the database based on the request and extracts the relevant information.

[1431] Step 4:

[1432] The server generates strategic advice and inspiration for modern society based on the extracted information. Specifically, it uses a generative AI model to receive prompts as input and output appropriate advice and inspiration. The input is the extracted information and prompts, and the output is the generated advice and inspiration.

[1433] Step 5:

[1434] The server uses an emotion recognition engine to recognize the user's emotional state. The input is the user's facial expression, voice, text, etc., and the output is the recognized emotional state. The emotion recognition engine analyzes this data and recognizes the user's emotional state in real time.

[1435] Step 6:

[1436] The server adjusts the generated advice or inspiration according to the recognized emotional state. The input is the recognized emotional state and the generated advice or inspiration, and the output is the adjusted advice or inspiration. For example, if the user is depressed, it may send an encouraging message, and if the user is concentrating, it may take care not to interrupt them.

[1437] Step 7:

[1438] The server notifies the user of the generated advice and inspiration using a notification library. The input is the adjusted advice and inspiration, and the output is a notification to the user. The notification can be in the form of a smartphone push notification, email, or in-app notification.

[1439] In this way, it becomes possible to provide advice and inspiration at an appropriate time according to the user's emotional state.

[1440] The specific processing unit 290 transmits the result of the specific processing to the smart glasses 214. In the smart glasses 214, the control unit 46A causes the speaker 240 to output the result of the specific processing. The microphone 238 acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 238 to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[1441] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (registered trademark) (Internet search engine).<URL: https: / / openai.com / blog / chatgpt> ) and other generation AIs. The data generation model 58 is obtained by performing deep learning on a neural network. A prompt including an instruction is input to the data generation model 58, and inference data such as voice data indicating voice, text data indicating text, and image data indicating an image is also input. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt, and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization.

[1442] Another example of generative AI is Gemini (internet search engine). <url: https: gemini.google.com ?hl="ja">) are mentioned.

[1443] In the above embodiment, an example in which the specific processing is performed by the data processing device 12 has been given, but the technology of the present disclosure is not limited to this, and the specific processing may be performed by the smart glasses 214.

[1444] [Third embodiment]

[1445] FIG. 5 shows an example of the configuration of a data processing system 310 according to the third embodiment.

[1446] 5, the data processing system 310 includes the data processing device 12 and a headset type terminal 314. An example of the data processing device 12 is a server.

[1447] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 is an example of a "computer" according to the technology of the present disclosure. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, the RAM 30, and the storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[1448] The headset type terminal 314 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication I / F 44, and a display 343. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, the camera 42, and the display 343 are also connected to the bus 52.

[1449] The microphone 238 receives instructions and the like from the user 20 by receiving voice uttered by the user 20. The microphone 238 captures the voice uttered by the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio in accordance with instructions from the processor 46.

[1450] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the surroundings of user 20 (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[1451] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[1452] Fig. 6 shows an example of the main functions of the data processing device 12 and the headset type terminal 314. As shown in Fig. 6, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[1453] The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[1454] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290.

[1455] In the headset type terminal 314, a reception output process is performed by the processor 46. A reception output program 60 is stored in the storage 50. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output process is realized by the processor 46 operating as the control unit 46A in accordance with the reception output program 60 executed on the RAM 48.

[1456] Next, the specific processing by the specific processing unit 290 of the data processing device 12 will be described.

[1457] "Example 1"

[1458] One embodiment of the present invention is a system that creates a database of information about great people and entrepreneurs of the past. This system collects and centrally manages information about the lives, achievements, and ideas of great people and entrepreneurs. For example, information about Steve Jobs' career, ideas, business strategies, etc. is registered in the database.

[1459] "Example 2"

[1460] Next, there is a means to extract information about a specific famous person or entrepreneur from the database. When a user specifies a specific famous person or entrepreneur, information about that person is extracted from the database. For example, if a user specifies Steve Jobs, information about Steve Jobs is extracted from the database.

[1461] "Example 3"

[1462] Furthermore, there is a method for generating strategic advice and inspiration for modern society based on the extracted information. This method analyzes the extracted information and generates what kind of advice or inspiration the person would provide in modern society. For example, based on information about Steve Jobs, it generates strategic advice for creating innovation.

[1463] "Example 4"

[1464] Finally, there is a means for providing the generated advice or inspiration to the user. This means notifies the user of the generated advice or inspiration. For example, the generated advice is provided to the user by email or application notification.

[1465] The processing flow of each embodiment will be described below.

[1466] "Example 1"

[1467] Step 1: Collect information about great people and entrepreneurs of the past. This information includes their lives, achievements, and ideas. For example, collect information about Steve Jobs' career, ideas, and business strategies.

[1468] Step 2: Register the collected information in a database. This database will be used to centrally manage information on great people and entrepreneurs.

[1469] "Example 2"

[1470] Step 1: The user designates a particular great person or entrepreneur.

[1471] Step 2: Extract information about the specified person or entrepreneur from the database. For example, if the user specifies Steve Jobs, extract information about Steve Jobs from the database.

[1472] "Example 3"

[1473] Step 1: Analyze the extracted information.

[1474] Step 2: Based on the analyzed information, generate strategic advice and inspiration for modern society. For example, based on information about Steve Jobs, generate strategic advice for creating innovation.

[1475] "Example 4"

[1476] Step 1: Notify the user of the generated advice and inspiration via email, application notifications, etc.

[1477] Example 1

[1478] Next, a description will be given of Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1479] In modern society, it is important to learn about the success stories and ideas of famous people and entrepreneurs of the past and to use them as a basis for strategic advice and inspiration. However, this information is scattered and not centrally managed, making it difficult to efficiently collect and utilize it. Furthermore, there is a lack of systems that can quickly provide appropriate answers when users ask specific questions. This results in users spending a great deal of time and effort to obtain the information they need.

[1480] The specific processing by the specific processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means.

[1481] In this invention, the server includes means for compiling a database of information on famous people and businessmen of the past, means for extracting information on specific famous people and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to users, means for collecting information from reliable sources on the Internet, means for organizing the collected information and storing it in a database, means for receiving user questions and inputting them as prompt sentences to the generative AI model, and means for providing users with answers generated by the generative AI model. This allows users to efficiently collect information on famous people and businessmen of the past and obtain quick and appropriate answers to specific questions.

[1482] "Notable people and entrepreneurs of the past" refers to people who have made significant historical achievements or who founded and operated successful businesses.

[1483] "Database creation" refers to organizing information and storing it in a database so that it is easy to search and manage.

[1484] "Extraction" refers to extracting specific information from the information stored in a database.

[1485] "Strategic advice and inspiration" refers to information that provides guidance and motivation for solving problems and achieving goals in modern society.

[1486] "User" refers to any individual or organization that uses this system.

[1487] "Reliable sources on the internet" refers to websites and online databases that provide accurate and trustworthy information.

[1488] A "generative AI model" refers to a model that uses artificial intelligence to generate appropriate answers or information based on input prompts.

[1489] A "prompt sentence" refers to a question or instruction sentence input to a generative AI model.

[1490] "Collecting" refers to gathering the necessary information.

[1491] "Organizing" refers to the systematic organization of collected information.

[1492] "Storage" refers to recording information in a storage device such as a database.

[1493] "Providing" refers to passing generated information or advice to the user.

[1494] MODE FOR CARRYING OUT THE INVENTION

[1495] This invention is a system that compiles a database of information on famous people and businessmen from the past and uses a generative AI model to provide appropriate answers to user questions. A specific embodiment of this system is described below.

[1496] Information collection and database creation

[1497] The server collects information about famous people and businesspeople from reliable sources on the Internet. Specifically, it uses Python's BeautifulSoup library to scrape information from Wikipedia and official websites. The collected information is converted to JSON format and stored in a MySQL database. For example, information about a famous person's career, thoughts, business strategy, etc. is stored in separate fields.

[1498] Manage data

[1499] The server centrally manages the information stored in the database. Elasticsearch is used to provide a search function so that users can search for information on specific famous people or businesspeople. For example, searching for "famous person A" will display a list of related information.

[1500] Handling user questions

[1501] The user enters a question about a specific famous person or businessman into the device. For example, the user enters "Tell me the biography of famous person A" into the search bar of the device and presses the send button.

[1502] Answer generation using generative AI models

[1503] The server receives the user's question and inputs it as a prompt to the generative AI model. Specifically, the user's question, "Please tell me the biography of famous person A," is input as a prompt to the generative AI model (e.g., GPT-3). The generative AI model generates an appropriate answer based on the prompt.

[1504] Providing answers

[1505] The server sends the generated answer to the user's device, where the user can confirm the generated answer. For example, the answer may be something like, "Famous person A was born in XXXX, founded company B, and made a significant contribution to the development of product C."

[1506] Examples of specific examples and prompts

[1507] Examples:

[1508] The specific actions taken when a user types "Please tell me the biography of famous person A" into the terminal are as follows.

[1509] 1. The user types "Tell me the biography of famous person A" into the search bar on their device and presses the send button.

[1510] 2. The server receives the user's query and searches the database for information about the biography of famous person A.

[1511] 3. The server inputs the following prompt to the generative AI model (GPT-3):

[1512] Please tell me about the background of famous person A.

[1513] 4. The generative AI model generates an appropriate answer based on the prompt.

[1514] 5. The server sends the generated answer to the user's device.

[1515] 6. The user checks information about the career of famous person A on their device.

[1516] In this way, the server collects and manages information on famous people and businessmen of the past, creating a system that provides quick and appropriate answers to users' questions.

[1517] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1518] Step 1: Gather information

[1519] The server collects information about famous people and entrepreneurs from trusted sources on the Internet, specifically scraping information from Wikipedia and official websites using Python's BeautifulSoup library.

[1520] Input: Internet URL

[1521] Data processing: Scraping with BeautifulSoup

[1522] Output: Information data in JSON format

[1523] Step 2: Organize and store your data

[1524] The server organizes the collected information and stores it in a database. Specifically, it converts the collected information into JSON format and stores it in a MySQL database. For example, information such as the career, thoughts, and business strategies of a famous person can be stored in separate fields.

[1525] Input: Information data in JSON format

[1526] Data processing: Split information by field

[1527] Output: Information stored in a MySQL database

[1528] Step 3: Manage your data

[1529] The server centralizes the information stored in the database and uses Elasticsearch to provide a search function so that users can search for information on specific famous people or businesspeople.

[1530] Input: User's search query

[1531] Data Computing: Searching with Elasticsearch

[1532] Output: A list of search results

[1533] Step 4: User Question Processing

[1534] The user enters a question about a specific famous person or businessman into the device. For example, the user enters "Tell me the biography of famous person A" into the search bar of the device and presses the send button.

[1535] Input: User question

[1536] Data processing: Analysis of questions

[1537] Output: Analysis result of question content

[1538] Step 5: Generating answers using a generative AI model

[1539] The server receives the user's question and inputs it as a prompt to the generative AI model. Specifically, the user's question, "Please tell me the biography of famous person A," is input as a prompt to the generative AI model (e.g., GPT-3). The generative AI model generates an appropriate answer based on the prompt.

[1540] Input: Analysis result of question content

[1541] Data computation: Generative AI model for answer generation

[1542] Output: The generated answer

[1543] Step 6: Provide your answers

[1544] The server sends the generated answer to the user's device, where the user can confirm the generated answer. For example, the answer may be something like, "Famous person A was born in XXXX, founded company B, and made a significant contribution to the development of product C."

[1545] Input: Generated answer

[1546] Data processing: formatting responses

[1547] Output: The answer displayed on the user's device

[1548] (Application example 1)

[1549] Next, a description will be given of Application Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1550] In modern society, it is extremely important to learn from the success stories and ideas of past notable figures and entrepreneurs, and to gain strategic advice and inspiration. However, this information is scattered and not centrally managed, making it difficult to quickly obtain the information needed. In addition, there is a lack of means for users to filter information based on specific topics and display related information using generative AI models. This makes it difficult for users to learn efficiently and improve their strategic thinking and leadership skills.

[1551] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 1 is realized by the following means.

[1552] In this invention, the server includes means for creating a database of information on famous people and entrepreneurs from the past, means for extracting information on specific famous people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to users, means for filtering information based on themes of interest to the user, and means for processing prompts based on user input using a generative AI model and displaying related information, thereby enabling users to efficiently obtain the information they need and improve their strategic thinking and leadership skills.

[1553] "Famous people and business people of the past" refers to people who have made historically significant achievements or led companies to success.

[1554] "Means of creating a database" refers to methods and technologies for systematically organizing information and making it easy to search and extract.

[1555] "Means for extracting information about specific public figures or business people" refers to methods or techniques for selecting information about specific people from a database.

[1556] "Means for generating strategic advice and inspiration" refers to methods and techniques for generating strategic advice and inspiration in modern society based on extracted information.

[1557] "Means of providing to users" refers to the methods and technologies used to deliver generated advice and inspiration to users.

[1558] "Subject-based information filtering" refers to methods or techniques that allow users to select information related to a particular subject of interest.

[1559] "Generative AI model" refers to a model that uses artificial intelligence to generate data and process prompts based on user input.

[1560] "Means for processing prompts and displaying related information" refers to methods and technologies for analyzing prompts entered by a user and displaying related information.

[1561] As an embodiment of the present invention, a system is provided that stores information on famous people and businessmen of the past in a database, allowing users to efficiently obtain the information they need. A specific embodiment of this system is described below.

[1562] System configuration

[1563] The system consists of the following main components:

[1564] 1. Database server: Stores information on famous people and businessmen of the past.

[1565] 2. Application Server: Processes requests from users and extracts information from the database.

[1566] 3. User terminal: A device through which a user accesses the system, such as a smartphone or tablet.

[1567] Hardware and software used

[1568] Hardware: Servers (database servers, application servers), user devices (smartphones, tablets)

[1569] Software: SQLite (database management system), Python (programming language), generative AI model (natural language processing)

[1570] Data processing and calculation

[1571] 1. Database: The database server systematically organizes and stores information on famous people and businessmen of the past, including information on their lives, achievements, and ideas.

[1572] 2. Information Extraction: Based on a user request, the application server extracts information about specific celebrities or business people from the database.

[1573] 3. Advice generation: Based on the extracted information, a generative AI model is used to generate strategic advice and inspiration.

[1574] 4. Information provision: Generated advice and inspiration is provided to users' devices. Users can filter the information based on their interests.

[1575] Specific examples

[1576] If a user searches for information about "leadership," they might enter a prompt like this:

[1577] View information about famous people and business people on leadership.

[1578] By inputting this prompt into the generative AI model, information about famous people and business leaders related to leadership is displayed, providing users with information about the life, achievements, and leadership philosophy of a famous leader, for example.

[1579] In this way, users can efficiently obtain the information they need and improve their strategic thinking and leadership skills.

[1580] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1581] Step 1:

[1582] A user accesses the application using a device such as a smartphone or tablet, and enters a prompt to search for information on a specific topic.

[1583] Input: The prompt text entered by the user (e.g., "Show me information about famous people and entrepreneurs in leadership roles.")

[1584] Output: The prompt statement is sent to the application server.

[1585] Step 2:

[1586] The application server analyzes the received prompt sentence to understand the user's request, and uses a generative AI model to analyze the content of the prompt sentence.

[1587] Input: The prompt text sent by the user

[1588] Output: Parsed prompt (e.g., "Search for information about leadership")

[1589] Step 3:

[1590] The application server sends a query to the database server based on the content of the parsed prompt sentence to retrieve relevant information.

[1591] Input: The parsed prompt text

[1592] Output: The query sent to the database server (e.g., "Get information about famous people and business leaders in terms of leadership")

[1593] Step 4:

[1594] The database server extracts relevant information from the database based on the received query.

[1595] Input: Query sent from the application server

[1596] Output: Extracted information (e.g., "The lives, achievements, and thoughts of famous people and business leaders regarding leadership")

[1597] Step 5:

[1598] The application server receives the extracted information and uses generative AI models to generate strategic advice and inspiration.

[1599] Input: Information received from the database server

[1600] Output: Generated strategic advice and inspiration (e.g., "Specific leadership advice")

[1601] Step 6:

[1602] The application server transmits the generated advice and inspiration to the user terminal.

[1603] Input: Generated strategic advice and inspiration

[1604] Output: Advice and inspiration sent to the user's device

[1605] Step 7:

[1606] The user device displays the received advice and inspiration for the user to view.

[1607] Input: Advice and inspiration sent by the application server

[1608] Output: Advice and inspiration displayed to the user (e.g., "Specific leadership advice and inspiration")

[1609] Example 2

[1610] Next, a description will be given of Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1611] In modern society, it is important to effectively utilize the success stories and knowledge of great people and entrepreneurs from the past to gain strategic advice and inspiration. However, systems that efficiently extract this information and provide it to users are not yet fully developed. In particular, there is a lack of means for users to quickly and accurately obtain information about specific people and use that information to gain strategic advice and inspiration in modern society. This presents a challenge, making it difficult to effectively utilize information about great people and entrepreneurs from the past.

[1612] The specific processing by the specific processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means.

[1613] In this invention, the server includes means for a user to input the name of a specific person into a terminal, means for the terminal to send the input data to the server, means for the server to connect to a database and search for information on the specified person, means for the server to return search results to the terminal, means for the terminal to display the search results to the user, means for creating a database of information on great people and entrepreneurs of the past, means for extracting information on the specific great people and entrepreneurs from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, and means for providing the generated advice and inspiration to the user. This allows the user to quickly and accurately obtain information on specific great people and entrepreneurs and, based on that information, to obtain strategic advice and inspiration for modern society.

[1614] A "User" is an individual or organization that uses the System to obtain information about specific great people or entrepreneurs and to receive strategic advice and inspiration.

[1615] A "terminal" is a device through which a user inputs information and communicates with a server, and includes PCs, smartphones, tablets, etc.

[1616] A "server" is a computer system that receives requests from users, accesses a database to retrieve information, and returns the results to the terminal.

[1617] A "database" is a collection of information that systematically stores information about great people and entrepreneurs of the past and manages it in a searchable format.

[1618] A "means for retrieving information" is the process by which the server executes a specific query against the database to extract information about a specified person.

[1619] A "search result" is a collection of information about a specified person that the server retrieves from the database.

[1620] "Strategic advice and inspiration" is guidance and insight generated from extracted information to support users' decision-making and actions in modern society.

[1621] A "generative AI model" is an artificial intelligence algorithm that generates strategic advice and inspiration based on information extracted from a database.

[1622] A "prompt" is text input to a generative AI model that contains instructions for generating specific information or advice.

[1623] This invention is a system that allows users to extract information about specific great people or entrepreneurs from a database and use that information to receive strategic advice and inspiration. The system works by having the user input the name of a specific person into a terminal and then sending that data to a server.

[1624] The server was developed using Python and uses MySQL for database management. The server connects to the MySQL database based on the data received from the user and searches for the specified person's information. The search results are sent back to the terminal, which then displays them to the user.

[1625] The specific operation flow is as follows:

[1626] 1. A user enters the name of a particular great person or entrepreneur into an input field on a device. For example, the user enters "famous inventor."

[1627] 2. The device sends the entered name to the server. The device sends the data using an HTTP request.

[1628] 3. The server connects to the MySQL database based on the received data, executes the SQL query "SELECT FROM famous_people WHERE name="famous inventors"", and searches the database for the relevant records.

[1629] 4. The server retrieves the search results and returns them to the device. The server converts the search results into JSON format and sends it to the device as an HTTP response.

[1630] 5. The device analyzes the search results and displays them in a user-friendly format. For example, the device might display information such as "birthdates, achievements, and citations of famous inventors."

[1631] The system uses a generative AI model to generate strategic advice and inspiration based on information extracted from the database. An example of a prompt phrase input to the generative AI model is, "Please tell me about famous inventors." Using this prompt phrase, the generative AI model can provide detailed information about famous inventors.

[1632] In this way, users can quickly and accurately obtain information about specific great people and entrepreneurs, and use that information to gain strategic advice and inspiration for the modern world.

[1633] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1634] Step 1:

[1635] The user enters the name of a specific person into the terminal.

[1636] Specifically, a user opens a browser, enters "famous inventors" in the search field, and clicks the search button.

[1637] Input: The name of a person entered by the user into an input field (e.g., "famous inventor")

[1638] Output: The device is ready to send input data to the server

[1639] Step 2:

[1640] The terminal sends the input data to the server.

[1641] Specifically, the terminal sends an HTTP POST request containing the string "famous inventor" to the server.

[1642] Input: A person's name entered by the user (e.g., "famous inventor")

[1643] Output: HTTP POST request sent to the server (e.g., {"name": "famous inventor"})

[1644] Step 3:

[1645] The server connects to the database and looks up the information for the specified person.

[1646] Specifically, the server connects to the MySQL database and executes the SQL query "SELECT FROM famous_people WHERE name="famous inventors"".

[1647] Input: The HTTP POST request sent to the server (e.g., {"name": "famous inventor"})

[1648] Output: Search results retrieved from the database (e.g., birth dates, achievements, citations of famous inventors, etc.)

[1649] Step 4:

[1650] The server returns the search results to the terminal.

[1651] Specifically, the server converts the search results into JSON format and sends them to the terminal as an HTTP response.

[1652] Input: Search results retrieved from a database (e.g., birth dates, achievements, citations, etc. of famous inventors)

[1653] Output: HTTP response sent to the device (e.g., {"name": "famous inventor", "birth_date": "YYYY-MM-DD", "achievements": ["Invention 1", "Invention 2"], "quotes": ["Quote 1", "Quote 2"]})

[1654] Step 5:

[1655] The device displays the search results to the user.

[1656] Specifically, the device parses the received JSON data and displays it in a user-friendly format, for example, on a web page as follows:

[1657] Name: Famous Inventor

[1658] Date of Birth: YYYY-MM-DD

[1659] Achievements: Invention 1, Invention 2

[1660] Quote: "Quote 1", "Quote 2"

[1661] Input: HTTP response sent from the server (e.g., {"name": "famous inventor", "birth_date": "YYYY-MM-DD", "achievements": ["Invention 1", "Invention 2"], "quotes": ["Quote 1", "Quote 2"]})

[1662] Output: Search results displayed to the user (e.g., birth dates, achievements, citations, etc. of famous inventors)

[1663] In this way, users can quickly and accurately obtain information about specific great people and entrepreneurs, and use that information to gain strategic advice and inspiration for the modern world.

[1664] (Application example 2)

[1665] Next, a description will be given of Application Example 2 of Form Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1666] In today's society, it is extremely important to utilize the success stories and knowledge of famous people and entrepreneurs from the past to gain strategic advice and inspiration. However, there is a lack of efficient ways to extract this information and provide it to users. Furthermore, there is no system that allows users to quickly and accurately respond to additional information or related questions about a specific person. This means that users spend a great deal of time and effort to obtain the information they need.

[1667] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. In this invention, the server includes means for creating a database of information on famous people and businessmen of the past, means for extracting information on specific famous people and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, and means for responding to additional information and related questions about people specified by the user using a generative AI model. This allows the user to efficiently obtain the information they need and gain strategic advice and inspiration.

[1668] A "famous person" is an individual who has made historically significant achievements and is widely known.

[1669] "Entrepreneur" refers to an individual who runs a company or business and plays a key role in economic activity.

[1670] "Means of creating a database" refers to methods and technologies for systematically organizing and storing information.

[1671] "Extraction means" refers to the methods and techniques used to extract specific information from a database.

[1672] "Strategic advice" refers to advice on plans and policies for achieving specific goals.

[1673] "Inspiration" refers to the stimulus that sparks creative ideas and motivation.

[1674] A "generative AI model" refers to an algorithm or system that uses artificial intelligence to generate new information or responses.

[1675] "Additional information" refers to supplementary data or knowledge provided in addition to existing information.

[1676] "Related Questions" refer to questions or queries users ask related to a particular piece of information or topic.

[1677] A system for implementing the present invention includes a server, a user terminal, and a generative AI model. A specific embodiment of the system will be described below.

[1678] System Configuration

[1679] 1. Server:

[1680] The server has a means of creating a database of information on famous people and businessmen of the past, allowing a wide range of information to be systematically organized and stored.

[1681] The server has a means for extracting information on specific famous people or businessmen from the database, allowing the user to quickly retrieve information on a person specified by the user.

[1682] The server has a means to generate strategic advice and inspiration for modern society based on the extracted information, which allows users to obtain concrete action plans and ideas.

[1683] The server has a means to respond to additional information and related questions about the person specified by the user using the generative AI model, allowing the user to obtain further detailed information and related knowledge.

[1684] 2. User Device:

[1685] A user terminal is a device such as a smartphone or a personal computer, and provides an interface for users to access the system.

[1686] A user can input the name of a particular notable person or business person through the terminal and request information.

[1687] The user terminal displays the information provided by the server and the generated advice and inspiration.

[1688] Program processing

[1689] The server uses a Python program and the Requests library to retrieve information from the database. The OpenAI API is used as the generative AI model. The specific process flow is explained below.

[1690] 1. Get information from the database:

[1691] When a user enters the name of a particular famous person or businessperson, the server uses the Requests library to retrieve the corresponding information from the database.

[1692] The acquired information is sent to the user terminal and displayed.

[1693] 2. Obtaining additional information using generative AI models:

[1694] The server uses a generative AI model (OpenAI API) to respond with additional information and related questions about the person specified by the user.

[1695] For example, if a user types, "Can you tell me some additional information about Steve Jobs?", the server sends this prompt to a generative AI model and gets a response.

[1696] The acquired additional information is sent to the user terminal and displayed.

[1697] Specific examples

[1698] If a user types "Steve Jobs," the server retrieves information about Steve Jobs from the database and displays it on the user's device. It then uses a generative AI model to send a prompt saying, "Please tell me more about Steve Jobs," and retrieves and displays the additional information.

[1699] Example prompt sentence:

[1700] Can you give us some additional information about Steve Jobs?

[1701] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1702] Step 1:

[1703] A user uses a terminal to input the name of a particular famous person or businessman. The input name is sent to a server. The input data is the name of the person specified by the user.

[1704] Step 2:

[1705] The server extracts the corresponding person's information from the database based on the received name. Specifically, it uses the Requests library to send an HTTP request to the database and retrieves the corresponding information. The input data is the person's name specified by the user, and the output data is the person's information retrieved from the database.

[1706] Step 3:

[1707] The server sends the extracted information to the user terminal, which displays the received information. The input data is the person's information retrieved from the database, and the output data is the information displayed on the user terminal.

[1708] Step 4:

[1709] When a user wants more information, they use the terminal to enter a specific question, for example, the prompt "Please tell me more about Steve Jobs." The input data is the prompt entered by the user.

[1710] Step 5:

[1711] The server uses a generative AI model (OpenAI API) to generate additional information based on the prompt sentence entered by the user. Specifically, it sends the prompt sentence to the API and obtains the generated response. The input data is the prompt sentence entered by the user, and the output data is the additional information obtained from the generative AI model.

[1712] Step 6:

[1713] The server transmits the generated additional information to the user terminal. The user terminal displays the received additional information. The input data is the additional information obtained from the generative AI model, and the output data is the additional information displayed on the user terminal.

[1714] Example 3

[1715] Next, a third embodiment of the third embodiment will be described. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1716] In modern society, it is important to obtain strategic advice and inspiration from the success stories and knowledge of past celebrities and entrepreneurs. However, there is no system that efficiently collects and analyzes this information and provides it in a form that is appropriate for modern situations. This makes it difficult for users to quickly obtain the specific and practical advice they need.

[1717] The identification process by the identification processing unit 290 of the data processing device 12 in the third embodiment is realized by the following means. In this invention, the server includes a means for creating a database of information on famous people and businessmen of the past, a means for extracting information on specific famous people and businessmen from the database, a means for analyzing the extracted information and extracting important points using natural language processing technology, a means for generating strategic advice and inspiration for modern society based on the extracted information using a generative AI model, and a means for notifying the user of the generated advice and inspiration. This enables the user to quickly obtain specific and practical advice based on the knowledge of famous people and businessmen of the past.

[1718] A "database" is a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[1719] A "celebrity" is someone who is widely known and has social influence.

[1720] An "entrepreneur" refers to a person who runs a company or business and engages in economic activities.

[1721] "Means of information extraction" refers to methods or techniques for selecting specific information from a database.

[1722] "Natural language processing technology" refers to technology that allows computers to analyze, understand, and generate human language.

[1723] "Important points" refer to elements or findings that are particularly noteworthy within the analyzed information.

[1724] A "generative AI model" refers to an algorithm or system that uses artificial intelligence to generate new information and insights.

[1725] "Strategic advice" refers to advice on plans and policies for achieving specific objectives.

[1726] "Inspiration" refers to the stimulus or influence that provokes new ideas or creative thoughts.

[1727] "Means of notification" refers to the methods and techniques used to communicate generated information to users.

[1728] This invention is a system that generates strategic advice and inspiration for modern society based on information about famous people and businessmen of the past, and provides it to users. A specific embodiment of this system will be described below.

[1729] 1. Program Generation

[1730] The server uses a generative AI model to generate a program that collects information about a specific person, analyzes that information, and generates strategic advice and inspiration for modern society.

[1731] 2. Program Processing

[1732] The server first collects information about a specific person. This information is obtained from public data and databases on the Internet. Specifically, it uses Python's BeautifulSoup library to scrape information from websites and the Twitter® API to collect related tweets.

[1733] The server then analyzes the collected information. It uses natural language processing techniques to analyze the text data and extract key points. Specifically, it uses the NLTK library to extract keywords and perform sentiment analysis on the text.

[1734] The server then uses a generative AI model (e.g., OpenAI's GPT-4) to generate strategic advice and inspiration for modern society based on the extracted information. The prompt sentence is input into the generative AI model to generate specific advice.

[1735] 3. Specific Examples

[1736] If a user wants advice about a particular celebrity, they can input the following prompt into the generative AI model:

[1737] Example prompt sentence:

[1738] "Generate strategic advice for the modern world based on the innovation statements and actions of certain prominent figures."

[1739] The generative AI model generates specific advice based on this prompt, such as "To create innovation, it is important to keep trying without fear of failure."

[1740] 4. Advice Notification

[1741] The server notifies the user of the generated advice and inspiration by sending email using the SMTP protocol or by sending application notifications using Firebase Cloud Messaging (FCM).

[1742] In this way, the server can provide useful advice and inspiration to the user. The flow of the identification process in the third embodiment will be described with reference to FIG.

[1743] Step 1: Gather information

[1744] The server collects information about specific celebrities and businesspeople from the Internet and databases. Specifically, it uses Python's BeautifulSoup library to scrape articles from websites and collects related tweets using the Twitter® API. The input is the name of the specific celebrity or businessperson, and the output is the collected text data.

[1745] Step 2: Information analysis

[1746] The server analyzes the collected text data and extracts important points. Specifically, it uses the NLTK library to extract keywords and perform sentiment analysis on the text. The input is the collected text data, and the output is the extracted keywords and the results of sentiment analysis.

[1747] Step 3: Advice generation

[1748] The server uses a generative AI model to generate strategic advice and inspiration for modern society based on the extracted information. Specifically, the server inputs the following prompts into the generative AI model:

[1749] "Generate strategic advice for the modern world based on the innovation statements and actions of certain prominent figures."

[1750] The input is extracted keywords and sentiment analysis results, and the output is generated advice and inspiration.

[1751] Step 4: Advice Notification

[1752] The server notifies the user of the generated advice or inspiration by email using the SMTP protocol or by sending application notifications using Firebase Cloud Messaging (FCM). The input is the generated advice or inspiration, and the output is the notification sent to the user.

[1753] In this way, the server can provide useful advice and inspiration to the user.

[1754] (Application example 3)

[1755] Next, a description will be given of Application Example 3 of Form Example 3. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1756] In today's society, it is important for advertising professionals to refer to the success stories and strategic advice of past notable figures in order to develop effective advertising campaigns. However, there is a lack of efficient ways to collect this information and use it as concrete advice. There is also a need for a method to quickly notify users of the generated advice.

[1757] The identification process by the identification processing unit 290 of the data processing device 12 in Application Example 3 is realized by the following means. In this invention, the server includes means for creating a database of information on famous people from the past, means for extracting information on specific famous people from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for notifying the user of the generated advice and inspiration, means for generating advice using a generative AI model, and means for inputting prompt sentences into the generative AI model. This enables advertising industry professionals to quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[1758] A "notable person of the past" is someone who is widely known in history or the present day and recognized for their achievements and influence.

[1759] "Means of creating a database" refers to methods and techniques for systematically organizing information and making it easy to search and extract.

[1760] An "extraction means" is a method or technique for selecting and retrieving specific information from a database.

[1761] "Strategic advice" is advice on plans and policies for achieving specific objectives.

[1762] "Inspiration" is the stimulus or influence that gives rise to new ideas and creative thoughts.

[1763] "Means of notification" refers to the methods and techniques used to notify users of the generated information.

[1764] A "generative AI model" is an algorithm or system that uses artificial intelligence to generate new information or knowledge from data.

[1765] A "prompt" is an instruction or question to be input into a generative AI model.

[1766] The system for implementing this invention includes a server, a user terminal, and a generative AI model. The specific operation of each component will be described below.

[1767] Server Operation

[1768] The server has a means for creating a database of information on famous people from the past. This allows information on famous people's achievements, statements, strategies, etc. to be systematically organized, making it easy to search and extract. The server also has a means for extracting information on specific famous people from the database. This means allows information on a person specified by the user to be quickly retrieved.

[1769] Furthermore, the server has a means to generate strategic advice and inspiration for modern society based on the extracted information. This means is realized using a generative AI model. For example, the GPT-3 model of Hugging Face can be used as the generative AI model. The server also has a means to input prompt sentences into the generative AI model, which then generates specific advice and inspiration.

[1770] The generated advice and inspiration are sent from the server to the user's device via push notifications or email.

[1771] User terminal operation

[1772] The user terminal receives the notification sent from the server, which includes the generated strategic advice and inspiration, allowing the user to plan a strategy for their advertising campaign.

[1773] Specific examples

[1774] For example, if a user wants advice on an advertising campaign based on information about "famous entrepreneur A," they can input the following prompt into the generative AI model:

[1775] Example prompt sentence:

[1776] What advice would you give to famous entrepreneur A about his marketing strategy?

[1777] Based on this prompt, the generative AI model generates specific strategic advice, such as, "It's important to prioritize customer experience. By balancing product design and functionality, you can impress your customers."

[1778] Hardware and software used

[1779] It is preferable to use a cloud server with a high-performance processor and large memory capacity. A relational database such as MySQL or PostgreSQL is suitable as a database management system. The generative AI model is executed using the Hugging Face Transformers library.

[1780] User devices include smartphones, tablets, and PCs. Notifications are received using notification services such as Firebase Cloud Messaging (FCM) and Apple Push Notification Service (APNs).

[1781] In this way, advertising industry professionals can quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[1782] The flow of the specific processing in Application Example 3 will be described with reference to FIG.

[1783] Step 1:

[1784] The server stores information about famous people of the past in a database. As input, information such as the famous people's achievements, statements, and strategies is provided. This information is systematically organized using a database management system (e.g., MySQL, PostgreSQL) and stored in a way that makes it easy to search and extract. As output, the information stored in the database is obtained.

[1785] Step 2:

[1786] A user requests information about a particular famous person. As input, the user provides the name of the person and related keywords. The server extracts information about the specified person from the database. As output, the extracted person information is provided.

[1787] Step 3:

[1788] The server generates strategic advice and inspiration for modern society based on the extracted information. The extracted person information is provided as input. The server uses a generative AI model (e.g., GPT-3 from Hugging Face) to input a prompt sentence into the generative AI model. An example of a specific prompt sentence is, "Please tell me some advice about the marketing strategy of famous entrepreneur A." The generated strategic advice and inspiration are obtained as output.

[1789] Step 4:

[1790] The server notifies the user of the generated advice or inspiration. The generated advice or inspiration is provided as input. The server uses a notification service (e.g., Firebase Cloud Messaging, Apple Push Notification Service) to send a push notification or email to the user's device. The output is a notification that arrives on the user's device.

[1791] Step 5:

[1792] The user terminal receives the notification sent from the server. The notification from the server is provided as input. The user checks the notification and refers to the generated strategic advice and inspiration. As output, the user can obtain specific advice and plan an advertising campaign strategy.

[1793] In this way, each step of the process works together, enabling advertising professionals to quickly obtain specific strategic advice based on past success stories and develop effective advertising campaigns.

[1794] Furthermore, an emotion engine that estimates the user's emotion may be further combined. That is, the identification processing unit 290 may estimate the user's emotion using the emotion identification model 59, and perform identification processing using the user's emotion.

[1795] "Example 1"

[1796] In one embodiment of the present invention, a system including a means for compiling a database of information on great people and entrepreneurs of the past, a means for extracting information on specific great people and entrepreneurs from the database, a means for generating strategic advice and inspiration for modern society based on the extracted information, and a means for providing the generated advice and inspiration to users is combined with an emotion engine that recognizes the user's emotions.

[1797] "Example 2"

[1798] The emotion engine recognizes emotions from the user's facial expressions, tone of voice, text input, etc. For example, it recognizes the user's emotional state, such as whether they are happy, sad, or angry.

[1799] "Example 3"

[1800] The emotion engine adjusts the advice and inspiration it generates according to the user's emotional state. For example, if the user is feeling down, it generates encouraging advice and inspiration. If the user is happy, it generates advice and inspiration that amplify that joy.

[1801] "Example 4"

[1802] Furthermore, the emotion engine adjusts the timing of advice and inspiration provided depending on the user's emotional state. For example, when the user is concentrating on work, the engine will refrain from providing advice and inspiration so as not to interrupt the user. On the other hand, when the user is relaxing or seeking new ideas, the engine will proactively provide advice and inspiration.

[1803] The processing flow of each embodiment will be described below.

[1804] "Example 1"

[1805] Step 1: Create a database of information on great people and entrepreneurs from the past. This information includes their knowledge, experience, ideas, etc.

[1806] Step 2: Extract information on specific great people or entrepreneurs from the database upon user request.

[1807] Step 3: Based on the extracted information, generate strategic advice and inspiration for modern society.

[1808] Step 4: Provide generated advice and inspiration to users.

[1809] Step 5: Recognize user emotions with the emotion engine.

[1810] "Example 2"

[1811] Step 1: The emotion engine recognizes emotions from the user's facial expressions, tone of voice, text input, etc.

[1812] Step 2: Tailor the advice and inspiration you generate based on the emotions you identify.

[1813] "Example 3"

[1814] Step 1: Recognize the user's emotional state with the emotion engine.

[1815] Step 2: Tailor the advice and inspiration you generate based on your perceived emotional state.

[1816] "Example 4"

[1817] Step 1: Recognize the user's emotional state with the emotion engine.

[1818] Step 2: Adjust the timing of your advice or inspiration based on your perceived emotional state.

[1819] Example 1

[1820] Next, a description will be given of Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1821] In modern society, it is important to learn about the success stories and ideas of famous people and businessmen of the past and to use them as a basis for strategic advice and inspiration. However, there is no system that centrally manages this information and provides appropriate advice based on the user's emotional state. This makes it difficult to provide users with the information they need quickly and accurately.

[1822] The identification process by the identification processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means. In this invention, the server includes a means for creating a database of information on past celebrities and businessmen, a means for extracting information on specific celebrities and businessmen from the database, a means for generating strategic advice and ideas for modern society based on the extracted information, a means for providing the generated advice and ideas to the user, and an emotion analysis engine for recognizing the user's emotions. This allows the user to receive strategic advice based on past success stories and ideas appropriately according to their emotional state.

[1823] A "famous person" refers to someone who has made historically significant achievements or is widely known.

[1824] An "entrepreneur" is someone who runs a successful company or business.

[1825] A "database" refers to a collection of information that is systematically organized so that it can be searched and extracted efficiently.

[1826] "Extraction" refers to the act of extracting necessary information based on specific conditions.

[1827] "Strategic advice" refers to specific advice on plans and policies to achieve specific objectives.

[1828] "Idea" refers to coming up with new ideas or concepts.

[1829] An "emotion analysis engine" refers to software or algorithms that analyze user input and responses and recognize emotional states.

[1830] A "generative AI model" refers to a model that uses artificial intelligence to generate new information or advice from input data.

[1831] This invention is a system that compiles information on famous people and businessmen of the past into a database and provides users with strategic advice and ideas. A specific embodiment of this system will be described below.

[1832] The server collects information about the lives, achievements, and ideas of famous people and businessmen of the past and builds a database that manages it in a centralized manner. For example, this database may contain information about the career, ideas, and business strategies of a famous businessperson. Database management systems such as SQL databases and NoSQL databases can be used to build the database.

[1833] Based on a user's request, the device extracts information about specific celebrities or businesspeople from a database. The extracted information is then transformed into strategic advice and ideas for modern society using a generative AI model, such as OpenAI's GPT-4.

[1834] To recognize user emotions, an emotion analysis engine is built in. This emotion analysis engine analyzes the user's input and reactions to understand the user's emotional state. For example, Microsoft's Azure Cognitive Services is used for the emotion analysis engine.

[1835] The server provides the generated advice and ideas to the user. The user can receive this information through their device. Specifically, the user inputs into their device, "Please tell me about the business strategy of a famous businessman." The device then sends this request to the server. The server extracts the relevant information from the database and inputs it into the generative AI model. The generative AI model generates strategic advice for modern society based on the extracted information. The sentiment analysis engine analyzes the emotional state of the user's input and adjusts the tone and content of the advice. Finally, the server provides the generated advice to the user.

[1836] Examples of prompts include:

[1837] "Could you tell me about the business strategy of a famous businessman? In particular, I'd like to know how he made his company successful."

[1838] In this way, users can tap into the knowledge of famous people and entrepreneurs of the past to gain strategic advice and inspiration for the modern world.

[1839] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1840] Step 1:

[1841] The user enters a request.

[1842] A user uses a terminal to input a request for information or advice about a particular celebrity or businessman. For example, the user might input, "Please tell me about the business strategy of a certain famous businessman." The input request is stored on the terminal as text data.

[1843] Step 2:

[1844] The device sends a request to the server.

[1845] The device receives the user's request and sends it to the server. The request includes the user's input, as well as the user's ID and session information. The transmitted data is sent to the server in JSON format.

[1846] Step 3:

[1847] The server extracts the information from the database.

[1848] The server analyzes the request and extracts information about the relevant celebrity or entrepreneur from the database. For example, retrieve information about the career, philosophy, and business strategy of a famous entrepreneur. The extracted information is then retrieved from the database using an SQL query.

[1849] Step 4:

[1850] The server generates advice using a generative AI model.

[1851] The server inputs the extracted information into a generative AI model (for example, OpenAI's GPT-4) to generate strategic advice and ideas for modern society. The generative AI model generates appropriate advice based on the input information. The input data is passed to the generative AI model in text format, and the generated advice is obtained as output.

[1852] Step 5:

[1853] The server analyzes the user's emotions using an emotion analysis engine.

[1854] The server uses an emotion analysis engine (for example, Microsoft's Azure Cognitive Services) to analyze the user's emotional state based on the user's input and past responses. The emotion analysis engine analyzes the text data and outputs the user's emotional state as numerical data.

[1855] Step 6:

[1856] The server coordinates the advice and sends it to the terminal.

[1857] The server adjusts the generated advice according to the user's emotional state—for example, if the user is feeling stressed, it adds words of encouragement—and sends the adjusted advice in text form to the device.

[1858] Step 7:

[1859] The terminal displays a prompt to the user.

[1860] The terminal displays the advice received from the server to the user. The user can check specific advice and ideas on the terminal screen. The displayed advice is provided to the user in text format.

[1861] (Application example 1)

[1862] Next, a description will be given of Application Example 1 of Form Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1863] In modern society, it is difficult for individuals to obtain appropriate advice and inspiration to improve their strategic thinking and leadership skills. Furthermore, there are no systems that provide optimal advice based on the user's emotional state. This creates a challenge: users cannot obtain advice appropriate to their emotional state, making it difficult to make effective decisions and take action.

[1864] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. In this invention, the server includes means for creating a database of information on past celebrities and businessmen, means for extracting information on specific celebrities and businessmen from the database, means for generating strategic advice and inspiration for modern society based on the extracted information, means for providing the generated advice and inspiration to the user, means including an emotion engine for recognizing the user's emotions, means for generating optimal advice and inspiration based on the user's emotional state recognized by the emotion engine, means for generating advice and inspiration using a generative AI model, and means for generating prompt sentences. This makes it possible to provide optimal advice and inspiration according to the user's emotional state.

[1865] "A means of creating a database of information on famous people and businessmen of the past" is a system for collecting and centrally managing information on the careers, ideas, achievements, etc. of historically important people and successful businessmen.

[1866] "Means for extracting information on specific celebrities or business people from the database" is a function for searching and extracting information on specific people designated by the user from the information registered in the database.

[1867] "Means for generating strategic advice and inspiration for modern society based on extracted information" refers to algorithms or programs that analyze the extracted information and generate advice and inspiration appropriate for modern situations.

[1868] The "means for providing the generated advice or inspiration to the user" refers to an interface or communication means for notifying the user of the generated advice or inspiration.

[1869] An "emotion engine that recognizes user emotions" is software or hardware that analyzes the user's facial expressions, voice, etc., and determines their emotional state.

[1870] The "means for generating optimal advice or inspiration based on the emotional sta...

Claims

1. A means of compiling a database of information on great people and entrepreneurs from the past; A means for extracting information on at least one of a specific great person and a specific entrepreneur from the database; A generating means for generating at least one of strategic advice and inspiration in modern society based on the extracted information; means for providing the generated advice and / or inspiration to a user; The generation means is a system that generates at least one of the advice and the inspiration using a generative AI model based on a prompt sentence that combines information on at least one of the specific great person and the specific entrepreneur.

2. The system of claim 1, wherein the generation means learns from success stories of at least one of the great people and the entrepreneurs based on information extracted from the database, and generates at least one of the advice and the inspiration from the perspective of at least one of the great people and the entrepreneurs.

3. The system of claim 1 , further comprising means for using the generated advice and inspiration to hone at least one of the user's strategic thinking and leadership skills to achieve at least one of sustainable management and innovation.

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