system

Abstract

Provide a system. The system includes: means for communicating with a database containing information about child care facilities; means for providing an interface for a user to input selection criteria for a childcare facility; a means for searching the database based on selection criteria input by a user and displaying the search results; A system including:

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] When parents select a childcare facility, it is difficult to choose the most suitable one from the numerous options available. Specifically, it is extremely time-consuming to individually research information on each facility and compare conditions such as commute distance, opening hours, availability of school lunches, and educational policy. Furthermore, visiting childcare facilities to conduct research is a significant burden, especially for parents who find it difficult to go out with their babies. There is a need for a system that can solve these problems and allow parents to efficiently and easily select the most suitable childcare facility. [Means for solving the problem]

[0005] To solve the above problems, the present invention provides the following means: A system is constructed that has a means for communicating with a database containing information on childcare facilities and a means for providing an interface for users to input selection criteria for childcare facilities. Furthermore, a means is provided for searching the database based on the selection criteria entered by the user and displaying the search results. In this way, parents can efficiently obtain the necessary information and select the optimal childcare facility without complex hassle. Furthermore, by further providing a means for users to select a childcare facility based on the search results, it is possible to support the user's selection process and reliably record and manage the selection results. This system allows parents to easily select a childcare facility, significantly reducing time and effort.

[0006] A "database" is a system that stores, searches, and updates information about childcare facilities.

[0007] "Means for communication" refers to the functionality for sending and receiving data between the database and the interface.

[0008] An "interface" is a mechanism that provides a screen and operating means that allows a user to access the system through a device and input selection criteria.

[0009] "Selection criteria" refers to various factors that parents need to consider when choosing a childcare facility, such as commuting distance, opening hours, whether or not meals are provided, and educational policy.

[0010] The "searching means" is a function that queries the database based on the selection criteria entered by the user and extracts information on suitable childcare facilities.

[0011] The "display means" is a function for visually presenting search results to the user.

[0012] "Childcare facilities" are facilities that provide childcare and education for infants and young children, including, for example, nursery schools and kindergartens.

[0013] "Means for providing" refers to devices or programs that make specific functions or services available to users. [Brief explanation of the drawings]

[0014] [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. 3 is a sequence diagram showing a processing flow of the data processing system according to the first embodiment. [Figure 12] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 1. [Figure 13] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system according to the second embodiment when an emotion engine is combined. [Figure 14]FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 2 when an emotion engine is combined. DETAILED DESCRIPTION OF THE INVENTION

[0015] 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.

[0016] First, the terms used in the following description will be explained.

[0017] 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, a 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), and an APU (Accelerated Processing Unit).

[0018] 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.

[0019] 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.

[0020] 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.

[0021] 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."

[0022] [First embodiment]

[0023] FIG. 1 shows an example of the configuration of a data processing system 10 according to the first embodiment.

[0024] 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.

[0025] 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).

[0026] 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.

[0027] 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.

[0028] 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.

[0029] 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.

[0030] FIG. 2 shows an example of the main functions of the data processing device 12 and the smart device 14.

[0031] 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.

[0032] 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.

[0033] 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.

[0034] Next, a description will be given of the specific processing performed by the specific processing unit 290 of the data processing device 12. 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."

[0035] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, and a means for searching the database based on the criteria and displaying the results.

[0036] System Overview

[0037] This system mainly operates between three parties: the server, the terminal, and the user.

[0038] 1. Server:

[0039] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[0040] 2. Terminal:

[0041] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results.

[0042] 3. User:

[0043] The user is a parent who uses the system to select the most suitable childcare facility. Through an interactive interface, the user inputs selection criteria, checks search results, and finally selects the appropriate childcare facility.

[0044] Program Operation

[0045] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[0046] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[0047] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[0048] Specific examples

[0049] For example, if the user enters the following criteria:

[0050] Children's commuting distance: Within 2km

[0051] Opening hours: 7:30-18:00

[0052] School lunch: Yes

[0053] Educational policy: None

[0054] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in the database and notifies the user that the selection is complete.

[0055] The above is the basic form for implementing the system according to the present invention. This system can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[0056] The processing flow will be explained below.

[0057] Step 1:

[0058] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[0059] Step 2:

[0060] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[0061] Step 3:

[0062] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[0063] in particular:

[0064] Child's age

[0065] Desired commuting distance (e.g., within 2km)

[0066] Opening hours (e.g. 7:30-18:00)

[0067] Whether or not school lunches are provided (e.g., yes)

[0068] Educational policy (e.g. none)

[0069] Step 4:

[0070] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[0071] Step 5:

[0072] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[0073] SELECT FROM CHILD CARE FACILITY WHERE

[0074] distance <= 2 AND

[0075] Opening hours AND

[0076] Lunch provided

[0077] The database is searched based on this query.

[0078] Step 6:

[0079] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[0080] Step 7:

[0081] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[0082] Step 8:

[0083] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[0084] Step 9:

[0085] User: Check the list of childcare facilities provided and check the details. Check the opening hours, lunch details, educational policy, etc. of each facility. Finally, select the childcare facility that best suits you.

[0086] Step 10:

[0087] User: Confirm the selected childcare facility and click the "Select" button.

[0088] Step 11:

[0089] Terminal: Sends information about the childcare facility selected by the user to the server.

[0090] Step 12:

[0091] Server: Records the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[0092] Step 13:

[0093] Server: Generates a selection result notification and sends a selection completion notification to the user.

[0094] Step 14:

[0095] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[0096] Example 1

[0097] Next, a description will be given of 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."

[0098] Conventional childcare facility selection systems have had the problem of placing a heavy burden on parents when selecting the most suitable childcare facility efficiently and simply. In particular, there has been a lack of systems that can provide accurate information while taking into account the different selection criteria of each parent. Previous systems have had difficulty in quickly and accurately searching and displaying information about childcare facilities.

[0099] 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.

[0100] In this invention, the server includes means for communicating with a data storage device containing information on childcare facilities, means for providing a digital interface for a user to input selection criteria for a childcare facility, and means for searching the data storage device based on the selection criteria input by the user and displaying the search results, thereby enabling parents to efficiently select the most suitable childcare facility.

[0101] "Childcare facility information" is detailed attribute information related to the childcare facility, such as the name, address, opening hours, whether or not meals are provided, and educational policy of the childcare facility.

[0102] "Data Storage Device" means computer hardware or storage devices used to store and access information about a child care facility.

[0103] A "means for communicating" is any device or software including a network and protocols for transmitting and receiving data between a server and a data storage device.

[0104] "Digital Interface" means a graphical or text-based interface on an electronic device through which a user enters child care facility selection criteria.

[0105] "Selection criteria" are the criteria and factors that users consider when selecting a childcare facility, and include commuting distance, opening hours, whether or not meals are provided, educational policy, etc.

[0106] A "search query" is a specific instruction or command for searching information in a data storage device based on selection criteria entered by a user.

[0107] A "search result" is a list of matching child care facility information returned from a data store based on a search query.

[0108] "Server" means a computer system that manages and processes the system, communicates with data storage devices, and responds to user requests.

[0109] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, personal computers, tablets, etc.

[0110] "Users" are parents and facility users who use the childcare facility selection system to select the most suitable childcare facility.

[0111] An "interactive interface" is an interactive digital interface that allows a user to interact with a system and provide input and choices.

[0112] MODE FOR CARRYING OUT THE INVENTION

[0113] The system of the present invention is designed to enable parents to efficiently select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The detailed configuration and implementation method of this system are described below.

[0114] System configuration

[0115] 1. Server

[0116] The server has a means for communicating with a data store containing information about childcare facilities. Specifically, the server connects to a relational database such as MySQL® to store detailed facility information (such as name, address, opening hours, availability of lunch, educational policy, etc.). The server also uses hardware and software to search this database based on user selection criteria and process the results. The Python programming language is used to parse and execute search queries, and libraries such as mysql.connector are used to access the database.

[0117] 2. Terminal

[0118] The terminal is a device that allows users to access and operate the system. It can be used on a variety of devices, including smartphones, personal computers, and tablets, and provides an interface built on a browser using HTML, CSS, and JavaScript (registered trademark). The terminal provides an interactive interface to the user, allowing them to enter selection criteria and display search results. Requests from the device to the server are processed asynchronously using technologies such as Ajax.

[0119] 3. Users

[0120] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria such as commute distance, opening hours, availability of school lunches, and educational policy. Once users input and submit their criteria, the server searches the database based on those criteria, and the returned results can be viewed. Users can then compare and consider the search results to select the most suitable childcare facility.

[0121] Specific examples

[0122] For example, if the user enters the following criteria:

[0123] Children's commuting distance: Within 2km

[0124] Opening hours: 7:30-18:00

[0125] School lunch: Yes

[0126] Educational policy: None

[0127] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in a data storage device and notifies the user that the selection is complete.

[0128] Prompt Sentence Examples

[0129] Here's an example prompt to search for childcare facilities:

[0130] Search for childcare facilities by:

[0131] Children's commuting distance: Within 2km

[0132] Opening hours: 7:30-18:00

[0133] School lunch: Yes

[0134] Educational policy: None

[0135] Please let me know the search results based on this.

[0136] The above is the basic form for implementing the system according to the present invention, which can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[0137] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0138] Step 1: Initialize the server

[0139] When the server starts up, it establishes a database connection. Specifically, it connects to the MySQL database and loads information about the childcare facility. This information includes the name, address, opening hours, whether lunch is provided, educational policy, etc. The server stores this information in memory, allowing the server to access the database efficiently. The initialization completion status is recorded in the server log.

[0140] Input: Database connection information

[0141] Output: The childcare facility information is loaded into memory.

[0142] Specific behavior:

[0143] The server connects to the MySQL database using the mysql.connector .

[0144] Execute a SQL query to load all the data from the childcare facilities table and store it in memory as a Python list.

[0145] Step 2: User terminal access

[0146] The terminal receives access from the user and displays an interface for selecting childcare facilities. When the user accesses the system URL through a browser, the terminal sends a request to the server and loads the necessary HTML, CSS, and JavaScript files.

[0147] Input: User's access request

[0148] Output: HTML, CSS, and JavaScript to display the interface

[0149] Specific behavior:

[0150] A user accesses the system URL using GOOGLE CHROME (registered trademark).

[0151] The device sends a request to the server, and an interface built with HTML5 and JavaScript is displayed in the user's browser.

[0152] Step 3: Enter user selection criteria

[0153] The user uses the interface on the terminal to input selection criteria, such as commuting distance, opening hours, availability of school lunches, educational policy, etc.

[0154] Input: Selection criteria input by the user

[0155] Output: Input selection conditions

[0156] Specific behavior:

[0157] The user enters the child's commute distance, opening hours, and whether or not lunch is provided in the input fields of the interface.

[0158] Click the "Submit" button to send the selection criteria to the server.

[0159] Step 4: Parse conditions and execute database queries

[0160] The server receives the selection criteria sent by the user, generates a search query based on the criteria, and uses the generated query to search the database for childcare facilities that match the criteria.

[0161] Input: Selection criteria entered by the user

[0162] Output: A list of childcare facilities that match the criteria

[0163] Specific behavior:

[0164] The server constructs an SQL query like this:

[0165] sql

[0166] SELECT FROM childcare facility WHERE commuting distance <= 2 AND opening hours >= '7:30' AND opening hours <= '18:00' AND school lunch = 'yes'

[0167] After executing the query, data on childcare facilities that match the criteria is retrieved.

[0168] Step 5: Viewing search results

[0169] The terminal receives the search results sent back from the server and displays them to the user. Specifically, it provides the user with detailed information about each childcare facility in a list format.

[0170] Input: Search results returned from the server

[0171] Output: Search results list

[0172] Specific behavior:

[0173] Information about "Nursery School A" and "Kindergarten B" will be displayed on the device.

[0174] Details such as each facility's name, address, opening hours, whether or not they provide lunch, and educational policy are displayed in table format.

[0175] Step 6: Select a childcare facility

[0176] The user checks the displayed search results and selects the most suitable childcare facility. After making a selection, the user clicks the "Select" button to send the information about the selected facility to the server.

[0177] Input: Select facility from search results

[0178] Output: Information about selected childcare facilities

[0179] Specific behavior:

[0180] The user clicks on the details for "Nursery School A" to display more details.

[0181] Finally, select "Nursery School A" and click the "Select" button.

[0182] Step 7: Notification of selection results

[0183] The server records the information of the selected childcare facility in a database and notifies the user when the selection is complete. By saving the selection results, the history can be referenced in the future.

[0184] Input: Selected childcare facility information

[0185] Output: Saving the selection results and notifying the user

[0186] Specific behavior:

[0187] The server executes the following SQL query to store the election results in the database:

[0188] sql

[0189] INSERT INTO Selection History (User ID, Childcare Facility ID, Selection Date and Time) VALUES (12345, 'Childcare Facility A', NOW())

[0190] The server uses an email sending service to send a selection completion notice to the user.

[0191] (Application example 1)

[0192] Next, a description will be given of Application 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."

[0193] Finding the best childcare facility for parents is a time-consuming and difficult task. Existing systems are inefficient because they only provide information about childcare facilities, and parents must review and compare multiple pieces of information themselves. Another problem is that there are few ways to check detailed information or the local situation without physically visiting the facility.

[0194] 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.

[0195] In this invention, the server includes means for communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, means installed on a smart device for displaying the locations and information of childcare facilities using augmented reality technology, and means for presenting recommendation results generated by an AI model as a result of the above, allowing parents to efficiently and easily obtain detailed information and select the most suitable childcare facility.

[0196] A "childcare facility" is a facility that provides daycare and education for children.

[0197] A "database" is an electronic record system for systematically organizing and storing information about childcare facilities.

[0198] "Means" refers to a method or device for achieving a particular purpose.

[0199] An "interface" is a screen or input device that allows a user to interact with a system.

[0200] "Selection conditions" are the criteria and requirements that a user specifies when searching for a childcare facility.

[0201] "Augmented reality (AR) technology" is a technology that displays virtual information such as computer graphics overlaid on the actual environment.

[0202] A "smart device" is a portable electronic device that can connect to the Internet.

[0203] A "generative AI model" is a program that uses artificial intelligence to automatically generate information and recommendations that meet user needs.

[0204] The "recommendation result" is information indicating the most suitable childcare facility based on the user's selection criteria.

[0205] The system of this invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The specific configuration and operation of the system are described below.

[0206] First, the server plays a central role, providing an interface for communicating with a database containing information about childcare facilities. The server uses a Python web framework called Flask, and the database stores attribute information such as the name, address, opening hours, whether or not the facility provides lunch, and educational policy. When the system starts up, the server connects to the database and stores the information about the childcare facility in memory.

[0207] The terminal is used by users to actually access and operate the system, and can be used with multiple devices, including smartphones and smart glasses. An interface is displayed on the terminal, allowing users to input selection criteria for childcare facilities. Through this interface, users can input selection criteria (e.g., distance to child's commute, opening hours, availability of school lunches, educational policy, etc.). The smart glasses also have the function of visually displaying the actual location and information of childcare facilities using augmented reality (AR) technology.

[0208] When a user enters their selection criteria, the information is sent to the server. The server analyzes the criteria and executes a search query against the database. This query generates a list of childcare facilities that match the criteria, and the results are sent back to the device. The device receives this and presents the search results to the user. The system also incorporates a generative AI model, which has the ability to recommend the most suitable childcare facility based on the user's selection criteria.

[0209] Next, when users select a childcare facility based on the search results, the smart glasses can utilize AR functionality to overlay local information and virtual directions for the facility, allowing parents to obtain detailed information without having to physically visit the facility.

[0210] As a specific example of use, consider the case where the user inputs the following conditions:

[0211] Children's commuting distance: Within 2km

[0212] Opening hours: 7:30-18:00

[0213] School lunch: Yes

[0214] Educational policy: None

[0215] Based on these criteria, the server searches its database and lists childcare facilities that meet the criteria. As a result, for example, "Childcare Facility A" and "Kindergarten Facility B" are displayed, and specific details are provided on the device. The user can select the most suitable childcare facility based on this information and also refer to the recommendations made by the generative AI model.

[0216] An example of a prompt sentence is as follows:

[0217] Search for childcare facilities using the following criteria:

[0218] Commuting distance: Within 2km

[0219] Opening hours: 7:30-18:00

[0220] School lunch: Yes

[0221] Educational policy: None in particular

[0222] As described above, the system according to the present invention enables parents to efficiently select the most suitable childcare facility that meets their own requirements.

[0223] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0224] Step 1:

[0225] The user launches the childcare facility search app using a device (smartphone or smart glasses). The user then inputs selection criteria (e.g., commuting distance, opening hours, availability of school lunches, educational policy) through an interactive interface. The input selection criteria are sent from the device to the server.

[0226] Step 2:

[0227] The server receives the selection criteria sent by the user and generates a search query against the database to find childcare facilities that match the criteria. Specifically, the server uses the Flask web framework to retrieve information about childcare facilities that match the criteria from the database in JSON format.

[0228] Step 3:

[0229] The server aggregates the search results and generates a list of childcare facilities that meet the criteria. The list includes the name, address, opening hours, whether or not they provide lunch, educational policy, etc. of each facility. This list is then sent back to the device.

[0230] Step 4:

[0231] The device will then present the search results received from the server to the user. The user can review the list and view detailed information as needed. In the case of smart glasses, augmented reality (AR) technology is used to visually display the location and information of childcare facilities.

[0232] Step 5:

[0233] The generative AI model recommends optimal childcare facilities based on the user's selection criteria and past search data. These recommendations are provided as reference information for the user when selecting the optimal facility.

[0234] Step 6:

[0235] The user selects the most suitable childcare facility based on the search results and recommendations, and confirms the selection. The selection result is sent from the terminal to the server, which records the information in a database.

[0236] Step 7:

[0237] Based on the selection results, the server sends a notification of selection completion to the user, which completes the user selection and allows them to proceed to the next step.

[0238] The above are the specific processing steps of the system according to the present invention. The specific operations performed at each step support efficient selection of childcare facilities through user interaction, server search and data processing, and recommendations by the generative AI model.

[0239] 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.

[0240] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, an emotion engine (means for recognizing user emotions), and a means for searching the database based on the selection criteria and displaying the results.

[0241] System Overview

[0242] This system mainly operates between three parties: the server, the terminal, and the user.

[0243] 1. Server:

[0244] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[0245] 2. Terminal:

[0246] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results. The terminal also has a built-in emotion engine that identifies the user's emotions using facial recognition and voice analysis.

[0247] 3. User:

[0248] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria, review search results, and finally select a suitable facility. The emotion engine analyzes the user's emotions in real time and suggests modifications to the selection criteria based on the user's emotions.

[0249] Program Operation

[0250] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[0251] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[0252] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[0253] The emotion engine analyzes the user's emotions in real time, and if the user is feeling stressed, it automatically suggests modifying the selection conditions that may be causing the stress. For example, if the commute distance is too short and there are few options, it will suggest slightly extending the distance.

[0254] Specific examples

[0255] For example, if the user enters the following criteria:

[0256] Children's commuting distance: Within 2km

[0257] Opening hours: 7:30-18:00

[0258] School lunch: Yes

[0259] Educational policy: None

[0260] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. If the user feels stressed while checking the facilities, the emotion engine detects this and makes a suggestion, for example, to "keep the commute distance within 3km." If the user accepts the suggestion, the search is performed again and new results are presented.

[0261] The user compares both facilities and selects "Daycare Center A." The server saves the selection results in a database and notifies the user that the selection is complete.

[0262] The above is the basic form for implementing the system of the present invention. This system significantly reduces the burden on parents when efficiently selecting the most suitable childcare facility, and furthermore, by flexibly suggesting modifications to the selection criteria in response to the user's feelings, it is possible to realize a more stress-free selection process.

[0263] The processing flow will be explained below.

[0264] Step 1:

[0265] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[0266] Step 2:

[0267] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[0268] Step 3:

[0269] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[0270] in particular:

[0271] Child's age

[0272] Desired commuting distance (e.g., within 2km)

[0273] Opening hours (e.g. 7:30-18:00)

[0274] Whether or not school lunches are provided (e.g., yes)

[0275] Educational policy (e.g. none)

[0276] Step 4:

[0277] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[0278] Step 5:

[0279] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[0280] SELECT FROM CHILD CARE FACILITY WHERE

[0281] distance <= 2 AND

[0282] Opening hours AND

[0283] Lunch provided

[0284] The database is searched based on this query.

[0285] Step 6:

[0286] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[0287] Step 7:

[0288] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[0289] Step 8:

[0290] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[0291] Step 9:

[0292] User: Review the list of childcare facilities provided and check the details, including opening hours, meal details, and educational policies for each facility.

[0293] Step 10:

[0294] Device: The emotion engine runs and analyzes the user's emotions in real time from their facial expressions and voice. For example, if the user is feeling stressed, additional suggestions can be made based on that information.

[0295] Step 11:

[0296] Device: The emotion engine analyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria that may be the cause of the stress. For example, extending the commuting distance from 2km to 3km.

[0297] Step 12:

[0298] User: Receives the suggestion from the emotion engine and decides whether to accept it. If accepted, modifies the selection criteria and searches again.

[0299] Step 13:

[0300] Server: Generates a new search query based on the revised criteria and searches the database. A new list of childcare facilities is created using the same process and sent to the device.

[0301] Step 14:

[0302] Device: The user is presented with new search results and is guided through the process of selecting the best childcare facility.

[0303] Step 15:

[0304] User: Select the most suitable childcare facility and click the "Select" button.

[0305] Step 16:

[0306] Terminal: Sends information about the childcare facility selected by the user to the server.

[0307] Step 17:

[0308] Server: Record the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[0309] Step 18:

[0310] Server: Generates a selection result notification and sends a selection completion notification to the user.

[0311] Step 19:

[0312] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[0313] Example 2

[0314] Next, a description will be given of 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."

[0315] In modern society, parents find it difficult to select the most suitable childcare facility amid information overload and busy lifestyles. Furthermore, systems that mechanically provide search results without considering the parents' stress or emotional state often fail to allow for optimal selection. The present invention aims to provide a system that allows parents to efficiently, easily, and stress-free select the most suitable childcare facility.

[0316] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for communicating with a database containing information on childcare facilities, a means for providing an interface for a user to input selection criteria for childcare facilities, a means for searching the database based on the selection criteria input by the user and displaying the search results, a means for identifying the user's emotions, and a means for suggesting modifications to the selection criteria based on the emotions. This allows parents to efficiently and easily select the most suitable childcare facility, and also enables flexible suggestions that take the user's emotional state into consideration.

[0317] "Childcare facility" means a facility dedicated to the education and care of children.

[0318] A "database" is an information management system that stores information about childcare facilities in a structured manner and allows access and searching.

[0319] "Interface" refers to the means by which a user interacts with the system, such as a screen or form for entering criteria for selecting a childcare facility, or related operating elements.

[0320] "Emotion engine" refers to a combination of software and hardware that uses facial recognition and voice analysis to identify a user's emotions.

[0321] A "search query" is an instruction or series of instructions used to search a database based on user-entered selection criteria.

[0322] "Selection criteria" refers to multiple attributes and requirements that users use as criteria when selecting a childcare facility.

[0323] "Modification suggestions" refers to suggestions for changing the selection conditions based on the user's feelings, and is a support function that helps the user obtain a more satisfactory selection result.

[0324] "User" refers to individuals, primarily parents, who use the system to select childcare facilities.

[0325] A "server" is a central computer responsible for managing and processing data for the entire system, communicating with the database and executing search queries.

[0326] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, PCs, tablets, etc.

[0327] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system mainly operates among three parties: a server, a terminal, and a user.

[0328] First, the server is responsible for communicating with a database containing information about childcare facilities. When the system starts up, the server establishes a database connection and loads the information about each facility. This information includes the name, address, opening hours, whether or not lunch is provided, educational policy, etc. The database uses PostgreSQL, which allows for efficient data storage and retrieval.

[0329] Next, the terminal is the device through which the user actually accesses and operates the system. The terminal is compatible with a variety of devices, including smartphones, PCs, and tablets, and provides the user with an interactive interface. This interface includes a form for entering selection criteria for childcare facilities, and is implemented as a React-based web application. Once the user enters the criteria, the selection process begins.

[0330] Additionally, the device is equipped with an emotion engine that uses facial recognition and voice analysis to identify the user's emotions. The emotion engine uses OpenCV and Azure® Cognitive Services to analyze the user's emotional state in real time. This allows the device to suggest adjustments to the selection criteria based on the user's emotions if the user is feeling stressed.

[0331] When a user enters search criteria, the server generates a database search query based on the criteria and executes the search. Specifically, the server creates a query using Python's SQLAlchemy and lists childcare facilities that match the criteria. The server then sends the search results to the device, which then presents them to the user.

[0332] The device uses React to render a list of search results and provide the user with detailed information about each childcare facility. For example, if the user enters the following search criteria:

[0333] Commuting distance: Within 2km

[0334] Opening hours: 7:30-18:00

[0335] Lunch: Yes

[0336] Educational policy: None in particular

[0337] The server searches the database based on these conditions and lists facilities such as "Nursery School A" and "Kindergarten B." If the emotion engine detects stress in the user while checking the facilities, it will make a suggestion, for example, to "extend the commuting distance to within 3km."

[0338] Once the user has finally selected the appropriate childcare facility, the server saves the results in a database and notifies the user that the selection is complete, allowing the user to select the optimal childcare facility efficiently and stress-free.

[0339] Prompt Sentence Examples

[0340] Example inputs to a generative AI model:

[0341] "I would like to design a system that will create a list of optimal childcare facilities based on the selection criteria, and then suggest modifications based on the user's emotions. Please explain the specific operation flow and processing details using an interface, database search, and emotion engine."

[0342] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0343] Step 1:

[0344] When the server starts up, it connects to a database containing information about childcare facilities. Specifically, it establishes a connection to the PostgreSQL database and loads the childcare facility information. This information includes each facility's name, address, opening hours, whether or not they offer lunch, and their educational policy. The input is a system startup command, and the output is the childcare facility information stored in memory.

[0345] Step 2:

[0346] The device displays an interface to the user. A React-based web application is launched, displaying a form for entering criteria for selecting a childcare facility. The input is operational commands from the parent, and the output is a selection criteria input screen. Specifically, the form includes fields such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy.

[0347] Step 3:

[0348] The user inputs the selection criteria. Specific selection criteria are entered into the terminal through a form. For example, conditions such as commuting distance, opening hours, and whether or not lunch is provided are entered. The input is the selection criteria entered by the user into the form, and the output is the transmission of the selection criteria.

[0349] Step 4:

[0350] The device launches an emotion engine, which performs facial recognition and voice analysis of the user to identify their emotions. It uses OpenCV and Azure Cognitive Services to analyze the user's real-time emotional state. The input is the user's facial image and voice data, and the output is the analyzed emotion data.

[0351] Step 5:

[0352] The server receives the selection criteria sent by the user and generates a database search query. It uses Python's SQLAlchemy to create a query appropriate for the selection criteria. The input is the user's selection criteria and the output is a database query.

[0353] Step 6:

[0354] The server executes a database search query to list childcare facilities that match the criteria. It queries the PostgreSQL database to retrieve facility information that matches the criteria. The input is the generated database query, and the output is a list of childcare facilities that match the criteria.

[0355] Step 7:

[0356] The server sends the extracted list of childcare facilities to the terminal. The input is a list of childcare facilities that meet the conditions, and the output is data transmission to the terminal.

[0357] Step 8:

[0358] The device receives the list of childcare facilities and displays it to the user using a React-based UI. The input is the list of childcare facilities received from the server, and the output is the list displayed to the user. For example, a list of "Nursery School A" and "Kindergarten B" is displayed, and detailed information about each is provided.

[0359] Step 9:

[0360] The emotion engine reanalyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria. For example, it suggests increasing the commute distance to school. The input is the user's emotional data, and the output is a suggested modification.

[0361] Step 10:

[0362] The user selects the most suitable childcare facility. They check the selected facility and press the confirm button. The input is the user's final selection command, and the output is the selection result.

[0363] Step 11:

[0364] The server saves the final selection result in a database and sends a notification to the user that the selection is complete. The input is the user's selection result, and the output is saving it in the database and notifying the user.

[0365] The above is the flow of specific processing steps of the program of this system.

[0366] (Application example 2)

[0367] Next, a description will be given of Application 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."

[0368] Conventional childcare facility selection systems make it difficult for parents to quickly and accurately select the most suitable childcare facility. Furthermore, the selection process can be burdensome for users because the selection criteria are not flexibly adjusted to take into account the parents' emotions and stress levels.

[0369] The identification process by the identification 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 communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, and means for analyzing the user's emotions and adjusting the selection criteria based on the results. This enables parents to efficiently and easily select the most suitable childcare facility, and reduces the burden of the selection process because the selection criteria can be flexibly adjusted according to the user's emotions.

[0370] A "childcare facility" is a facility that provides protection and education to infants and children.

[0371] A "database" is a collection of information that systematically collects and stores information about childcare facilities and can be searched as needed.

[0372] A "means for communication" is a means by which a database and other systems or devices exchange data with each other.

[0373] An "interface" is an input device and screen display means used by a user to input selection conditions and information into the system.

[0374] "Selection conditions" are various standards and conditions that a user considers when selecting a childcare facility.

[0375] "Means for analyzing emotions" refers to technology or devices that read emotions from the user's facial expressions, voice, etc., and determine their state.

[0376] "Adjustment means" refers to a method or process for appropriately changing or correcting the selection criteria based on the results of sentiment analysis.

[0377] The "search results" are a list of information about childcare facilities retrieved from the database based on the conditions entered by the user.

[0378] The "means of selection" refers to the method or process by which the user selects the most suitable childcare facility from the presented facilities.

[0379] The system for implementing this invention includes the following main components: a server, a terminal, and a user. The detailed roles and operations of each component are described below.

[0380] 1. Server

[0381] The server maintains a database containing information about childcare facilities and is responsible for searching the database based on user selection criteria. The server establishes a database connection and loads the facility information, including the facility's name, address, opening hours, whether or not it provides lunch, and educational policy. The server analyzes the user's selection criteria, lists facilities in the database that match the criteria, and returns the search results to the user's device.

[0382] 2. Terminal

[0383] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, tablets, and PCs. The terminal provides the user with an interactive interface, allowing them to input selection criteria and display the results. The terminal also incorporates an emotion engine that analyzes the user's emotions in real time using facial recognition and voice analysis. The emotion engine analyzes the user's emotions and adjusts the selection criteria based on the results.

[0384] 3. Users

[0385] Users are parents who use this system to select the most suitable childcare facility. Using a terminal, users input selection criteria such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy. They then check the search results displayed on the terminal, compare the detailed information, and select the most suitable childcare facility. The emotion engine analyzes the user's emotions, and if, for example, the user is feeling stressed, the selection criteria are automatically adjusted and the search is repeated.

[0386] Hardware and Software Use Cases

[0387] Hardware: A smartphone or tablet with a camera

[0388] Software: Flask (a Python-based web framework), SQLite (a database management system), OpenCV (an image processing library), Keras (a model for sentiment analysis)

[0389] Specific examples

[0390] For example, if the user enters the following criteria:

[0391] Children's commuting distance: Within 2km

[0392] Opening hours: 7:30-18:00

[0393] School lunch: Yes

[0394] Educational policy: None

[0395] The server searches its database based on these conditions and lists childcare facilities that meet the criteria. Detailed information about the listed facilities is displayed on the user's device. If the user feels stressed while checking facilities, the emotion engine detects this and suggests, for example, extending the commuting distance to within 3km. If the user accepts this suggestion, the server will search again and present new results.

[0396] Prompt Sentence Examples

[0397] An example prompt might look like this:

[0398] "Create an application that uses a camera to analyze the user's face in real time after the user enters a product category and price range, and adjusts the search criteria if there are signs of stress. For example, include a function that, after detecting the user's stress, expands the price range and suggests new products. Please provide specific code examples using Python, Flask, OpenCV, Keras, and SQLite."

[0399] In this way, the embodiment of this invention makes it possible to efficiently and easily select the most suitable childcare facility, and furthermore, since conditions can be adjusted based on the user's feelings, the burden of the selection process is reduced and the user experience is improved.

[0400] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0401] Step 1:

[0402] The user operates the terminal to input the selection criteria for the childcare facility. The input items include the distance to the facility, opening hours, whether or not the facility provides lunch, educational policy, etc. The terminal receives these selection criteria and generates a query for database search.

[0403] Input: Selection criteria entered by the user (distance to school, opening hours, availability of school lunches, educational policy)

[0404] Data processing: Generate search queries based on the selection criteria

[0405] Output: Generated search query

[0406] Step 2:

[0407] The device sends the generated search query to the server, which searches the database based on the received query and creates a list of childcare facilities that match the criteria.

[0408] Input: Search query

[0409] Data calculation: database search

[0410] Output: A list of childcare facilities that match the criteria

[0411] Step 3:

[0412] The server sends the search results to the terminal, which displays the received search results to the user and provides detailed information about each childcare facility.

[0413] Input: List of childcare facilities

[0414] Data processing: Generating data for displaying search results

[0415] Output: A list of childcare facilities and their details displayed to the user

[0416] Step 4:

[0417] While the user is checking the facility details, the device's camera captures the user's facial expressions in real time, and the device preprocesses the captured images and inputs them into the emotion engine.

[0418] Input: User facial expression image

[0419] Data processing: Image preprocessing (grayscale conversion, resizing)

[0420] Output: Preprocessed image

[0421] Step 5:

[0422] The device's emotion engine analyzes the pre-processed images to recognize the user's emotions, using emotion analysis models to identify signs of stress or anxiety.

[0423] Input: Preprocessed image

[0424] Data Computing: Emotion Recognition with Emotion Analysis Models

[0425] Output: A label of the recognized emotion (e.g., stress)

[0426] Step 6:

[0427] The device will then automatically determine whether it needs to adjust the selection criteria based on the recognized emotions, and if stress is detected, it will adjust the criteria, such as extending the maximum commuting distance.

[0428] Input: Recognized emotion label

[0429] Data calculation: Reevaluate and adjust selection criteria

[0430] Output: Adjusted selection criteria

[0431] Step 7:

[0432] The server searches the database again based on the new selection criteria, generates an updated list of childcare facilities, and the terminal presents the results of the re-search to the user.

[0433] Input: Adjusted selection criteria

[0434] Data calculation: Search again

[0435] Output: Updated list of childcare facilities

[0436] Step 8:

[0437] The user then selects the most suitable facility from the displayed childcare facilities. The server records the information of the selected facility and notifies the user that the selection is complete.

[0438] Input: The final selected childcare facility

[0439] Data processing: Saving selection results

[0440] Output: Notification of selection completion

[0441] The above are the specific processing steps for implementing this invention. At each step, data for proceeding to the next step is generated based on the user's input and calculation results, and finally, the process of the user selecting the most suitable childcare facility is completed.

[0442] 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.

[0443] 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> ), Gemini (registered trademark) (Internet search <url: https: gemini.google.com ?hl="ja">) 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.

[0444] 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.

[0445] [Second embodiment]

[0446] FIG. 3 shows an example of the configuration of a data processing system 210 according to the second embodiment.

[0447] 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.

[0448] 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).

[0449] 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.

[0450] 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.

[0451] 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).

[0452] 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.

[0453] 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.

[0454] 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.

[0455] 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.

[0456] 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.

[0457] Next, a description will be given of the identification process performed by the identification processing unit 290 of the data processing device 12. In the following description, the data processing device 12 will be referred to as the "server" and the smart glasses 214 will be referred to as the "terminal."

[0458] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, and a means for searching the database based on the criteria and displaying the results.

[0459] System Overview

[0460] This system mainly operates between three parties: the server, the terminal, and the user.

[0461] 1. Server:

[0462] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[0463] 2. Terminal:

[0464] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results.

[0465] 3. User:

[0466] The user is a parent who uses the system to select the most suitable childcare facility. Through an interactive interface, the user inputs selection criteria, checks search results, and finally selects the appropriate childcare facility.

[0467] Program Operation

[0468] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[0469] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[0470] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[0471] Specific examples

[0472] For example, if the user enters the following criteria:

[0473] Children's commuting distance: Within 2km

[0474] Opening hours: 7:30-18:00

[0475] School lunch: Yes

[0476] Educational policy: None

[0477] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in the database and notifies the user that the selection is complete.

[0478] The above is the basic form for implementing the system according to the present invention. This system can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[0479] The processing flow will be explained below.

[0480] Step 1:

[0481] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[0482] Step 2:

[0483] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[0484] Step 3:

[0485] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[0486] in particular:

[0487] Child's age

[0488] Desired commuting distance (e.g., within 2km)

[0489] Opening hours (e.g. 7:30-18:00)

[0490] Whether or not school lunches are provided (e.g., yes)

[0491] Educational policy (e.g. none)

[0492] Step 4:

[0493] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[0494] Step 5:

[0495] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[0496] SELECT FROM CHILD CARE FACILITY WHERE

[0497] distance <= 2 AND

[0498] Opening hours AND

[0499] Lunch provided

[0500] The database is searched based on this query.

[0501] Step 6:

[0502] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[0503] Step 7:

[0504] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[0505] Step 8:

[0506] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[0507] Step 9:

[0508] User: Check the list of childcare facilities provided and check the details. Check the opening hours, lunch details, educational policy, etc. of each facility. Finally, select the childcare facility that best suits you.

[0509] Step 10:

[0510] User: Confirm the selected childcare facility and click the "Select" button.

[0511] Step 11:

[0512] Terminal: Sends information about the childcare facility selected by the user to the server.

[0513] Step 12:

[0514] Server: Records the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[0515] Step 13:

[0516] Server: Generates a selection result notification and sends a selection completion notification to the user.

[0517] Step 14:

[0518] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[0519] Example 1

[0520] Next, a description will be given of 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."

[0521] Conventional childcare facility selection systems have had the problem of placing a heavy burden on parents when selecting the most suitable childcare facility efficiently and simply. In particular, there has been a lack of systems that can provide accurate information while taking into account the different selection criteria of each parent. Previous systems have had difficulty in quickly and accurately searching and displaying information about childcare facilities.

[0522] 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.

[0523] In this invention, the server includes means for communicating with a data storage device containing information on childcare facilities, means for providing a digital interface for a user to input selection criteria for a childcare facility, and means for searching the data storage device based on the selection criteria input by the user and displaying the search results, thereby enabling parents to efficiently select the most suitable childcare facility.

[0524] "Childcare facility information" is detailed attribute information related to the childcare facility, such as the name, address, opening hours, whether or not meals are provided, and educational policy of the childcare facility.

[0525] "Data Storage Device" means computer hardware or storage devices used to store and access information about a child care facility.

[0526] A "means for communicating" is any device or software including a network and protocols for transmitting and receiving data between a server and a data storage device.

[0527] "Digital Interface" means a graphical or text-based interface on an electronic device through which a user enters child care facility selection criteria.

[0528] "Selection criteria" are the criteria and factors that users consider when selecting a childcare facility, and include commuting distance, opening hours, whether or not meals are provided, educational policy, etc.

[0529] A "search query" is a specific instruction or command for searching information in a data storage device based on selection criteria entered by a user.

[0530] A "search result" is a list of matching child care facility information returned from a data store based on a search query.

[0531] "Server" means a computer system that manages and processes the system, communicates with data storage devices, and responds to user requests.

[0532] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, personal computers, tablets, etc.

[0533] "Users" are parents and facility users who use the childcare facility selection system to select the most suitable childcare facility.

[0534] An "interactive interface" is an interactive digital interface that allows a user to interact with a system and provide input and choices.

[0535] MODE FOR CARRYING OUT THE INVENTION

[0536] The system of the present invention is designed to enable parents to efficiently select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The detailed configuration and implementation method of this system are described below.

[0537] System configuration

[0538] 1. Server

[0539] The server has a means for communicating with a data store containing information about childcare facilities. Specifically, the server connects to a relational database such as MySQL to store detailed facility information (such as name, address, opening hours, availability of lunch, educational policy, etc.). The server also uses hardware and software to search this database based on user selection criteria and process the results. The Python programming language is used to parse and execute search queries, and libraries such as mysql.connector are used to access the database.

[0540] 2. Terminal

[0541] The terminal is the device through which the user accesses and operates the system. It can be used on a variety of devices, including smartphones, personal computers, and tablets, and provides an interface built using HTML, CSS, and JavaScript on a browser. The terminal provides the user with an interactive interface, allowing them to enter selection criteria and display search results. Requests from the device to the server are processed asynchronously using technologies such as Ajax.

[0542] 3. Users

[0543] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria such as commute distance, opening hours, availability of school lunches, and educational policy. Once users input and submit their criteria, the server searches the database based on those criteria, and the returned results can be viewed. Users can then compare and consider the search results to select the most suitable childcare facility.

[0544] Specific examples

[0545] For example, if the user enters the following criteria:

[0546] Children's commuting distance: Within 2km

[0547] Opening hours: 7:30-18:00

[0548] School lunch: Yes

[0549] Educational policy: None

[0550] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in a data storage device and notifies the user that the selection is complete.

[0551] Prompt Sentence Examples

[0552] Here's an example prompt to search for childcare facilities:

[0553] Search for childcare facilities by:

[0554] Children's commuting distance: Within 2km

[0555] Opening hours: 7:30-18:00

[0556] School lunch: Yes

[0557] Educational policy: None

[0558] Please let me know the search results based on this.

[0559] The above is the basic form for implementing the system according to the present invention, which can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[0560] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0561] Step 1: Initialize the server

[0562] When the server starts up, it establishes a database connection. Specifically, it connects to the MySQL database and loads information about the childcare facility. This information includes the name, address, opening hours, whether lunch is provided, educational policy, etc. The server stores this information in memory, allowing the server to access the database efficiently. The initialization completion status is recorded in the server log.

[0563] Input: Database connection information

[0564] Output: The childcare facility information is loaded into memory.

[0565] Specific behavior:

[0566] The server connects to the MySQL database using the mysql.connector .

[0567] Execute a SQL query to load all the data from the childcare facilities table and store it in memory as a Python list.

[0568] Step 2: User terminal access

[0569] The terminal receives access from the user and displays an interface for selecting childcare facilities. When the user accesses the system URL through a browser, the terminal sends a request to the server and loads the necessary HTML, CSS, and JavaScript files.

[0570] Input: User's access request

[0571] Output: HTML, CSS, and JavaScript to display the interface

[0572] Specific behavior:

[0573] A user accesses a system URL using Google® Chrome.

[0574] The device sends a request to the server, and an interface built with HTML5 and JavaScript is displayed in the user's browser.

[0575] Step 3: Enter user selection criteria

[0576] The user uses the interface on the terminal to input selection criteria, such as commuting distance, opening hours, availability of school lunches, educational policy, etc.

[0577] Input: Selection criteria input by the user

[0578] Output: Input selection conditions

[0579] Specific behavior:

[0580] The user enters the child's commute distance, opening hours, and whether or not lunch is provided in the input fields of the interface.

[0581] Click the "Submit" button to send the selection criteria to the server.

[0582] Step 4: Parse conditions and execute database queries

[0583] The server receives the selection criteria sent by the user, generates a search query based on the criteria, and uses the generated query to search the database for childcare facilities that match the criteria.

[0584] Input: Selection criteria entered by the user

[0585] Output: A list of childcare facilities that match the criteria

[0586] Specific behavior:

[0587] The server constructs an SQL query like this:

[0588] sql

[0589] SELECT FROM childcare facility WHERE commuting distance <= 2 AND opening hours >= '7:30' AND opening hours <= '18:00' AND school lunch = 'yes'

[0590] After executing the query, data on childcare facilities that match the criteria is retrieved.

[0591] Step 5: Viewing search results

[0592] The terminal receives the search results sent back from the server and displays them to the user. Specifically, it provides the user with detailed information about each childcare facility in a list format.

[0593] Input: Search results returned from the server

[0594] Output: Search results list

[0595] Specific behavior:

[0596] Information about "Nursery School A" and "Kindergarten B" will be displayed on the device.

[0597] Details such as each facility's name, address, opening hours, whether or not they provide lunch, and educational policy are displayed in table format.

[0598] Step 6: Select a childcare facility

[0599] The user checks the displayed search results and selects the most suitable childcare facility. After making a selection, the user clicks the "Select" button to send the information about the selected facility to the server.

[0600] Input: Select facility from search results

[0601] Output: Information about selected childcare facilities

[0602] Specific behavior:

[0603] The user clicks on the details for "Nursery School A" to display more details.

[0604] Finally, select "Nursery School A" and click the "Select" button.

[0605] Step 7: Notification of selection results

[0606] The server records the information of the selected childcare facility in a database and notifies the user when the selection is complete. By saving the selection results, the history can be referenced in the future.

[0607] Input: Selected childcare facility information

[0608] Output: Saving the selection results and notifying the user

[0609] Specific behavior:

[0610] The server executes the following SQL query to store the election results in the database:

[0611] sql

[0612] INSERT INTO Selection History (User ID, Childcare Facility ID, Selection Date and Time) VALUES (12345, 'Childcare Facility A', NOW())

[0613] The server uses an email sending service to send a selection completion notice to the user.

[0614] (Application example 1)

[0615] Next, a description will be given of Application 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."

[0616] Finding the best childcare facility for parents is a time-consuming and difficult task. Existing systems are inefficient because they only provide information about childcare facilities, and parents must review and compare multiple pieces of information themselves. Another problem is that there are few ways to check detailed information or the local situation without physically visiting the facility.

[0617] 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.

[0618] In this invention, the server includes means for communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, means installed on a smart device for displaying the locations and information of childcare facilities using augmented reality technology, and means for presenting recommendation results generated by an AI model as a result of the above, allowing parents to efficiently and easily obtain detailed information and select the most suitable childcare facility.

[0619] A "childcare facility" is a facility that provides daycare and education for children.

[0620] A "database" is an electronic record system for systematically organizing and storing information about childcare facilities.

[0621] "Means" refers to a method or device for achieving a particular purpose.

[0622] An "interface" is a screen or input device that allows a user to interact with a system.

[0623] "Selection conditions" are the criteria and requirements that a user specifies when searching for a childcare facility.

[0624] "Augmented reality (AR) technology" is a technology that displays virtual information such as computer graphics overlaid on the actual environment.

[0625] A "smart device" is a portable electronic device that can connect to the Internet.

[0626] A "generative AI model" is a program that uses artificial intelligence to automatically generate information and recommendations that meet user needs.

[0627] The "recommendation result" is information indicating the most suitable childcare facility based on the user's selection criteria.

[0628] The system of this invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The specific configuration and operation of the system are described below.

[0629] First, the server plays a central role, providing an interface for communicating with a database containing information about childcare facilities. The server uses a Python web framework called Flask, and the database stores attribute information such as the name, address, opening hours, whether or not the facility provides lunch, and educational policy. When the system starts up, the server connects to the database and stores the information about the childcare facility in memory.

[0630] The terminal is used by users to actually access and operate the system, and can be used with multiple devices, including smartphones and smart glasses. An interface is displayed on the terminal, allowing users to input selection criteria for childcare facilities. Through this interface, users can input selection criteria (e.g., distance to child's commute, opening hours, availability of school lunches, educational policy, etc.). The smart glasses also have the function of visually displaying the actual location and information of childcare facilities using augmented reality (AR) technology.

[0631] When a user enters their selection criteria, the information is sent to the server. The server analyzes the criteria and executes a search query against the database. This query generates a list of childcare facilities that match the criteria, and the results are sent back to the device. The device receives this and presents the search results to the user. The system also incorporates a generative AI model, which has the ability to recommend the most suitable childcare facility based on the user's selection criteria.

[0632] Next, when users select a childcare facility based on the search results, the smart glasses can utilize AR functionality to overlay local information and virtual directions for the facility, allowing parents to obtain detailed information without having to physically visit the facility.

[0633] As a specific example of use, consider the case where the user inputs the following conditions:

[0634] Children's commuting distance: Within 2km

[0635] Opening hours: 7:30-18:00

[0636] School lunch: Yes

[0637] Educational policy: None

[0638] Based on these criteria, the server searches its database and lists childcare facilities that meet the criteria. As a result, for example, "Childcare Facility A" and "Kindergarten Facility B" are displayed, and specific details are provided on the device. The user can select the most suitable childcare facility based on this information and also refer to the recommendations made by the generative AI model.

[0639] An example of a prompt sentence is as follows:

[0640] Search for childcare facilities using the following criteria:

[0641] Commuting distance: Within 2km

[0642] Opening hours: 7:30-18:00

[0643] School lunch: Yes

[0644] Educational policy: None in particular

[0645] As described above, the system according to the present invention enables parents to efficiently select the most suitable childcare facility that meets their own requirements.

[0646] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0647] Step 1:

[0648] The user launches the childcare facility search app using a device (smartphone or smart glasses). The user then inputs selection criteria (e.g., commuting distance, opening hours, availability of school lunches, educational policy) through an interactive interface. The input selection criteria are sent from the device to the server.

[0649] Step 2:

[0650] The server receives the selection criteria sent by the user and generates a search query against the database to find childcare facilities that match the criteria. Specifically, the server uses the Flask web framework to retrieve information about childcare facilities that match the criteria from the database in JSON format.

[0651] Step 3:

[0652] The server aggregates the search results and generates a list of childcare facilities that meet the criteria. The list includes the name, address, opening hours, whether or not they provide lunch, educational policy, etc. of each facility. This list is then sent back to the device.

[0653] Step 4:

[0654] The device will then present the search results received from the server to the user. The user can review the list and view detailed information as needed. In the case of smart glasses, augmented reality (AR) technology is used to visually display the location and information of childcare facilities.

[0655] Step 5:

[0656] The generative AI model recommends optimal childcare facilities based on the user's selection criteria and past search data. These recommendations are provided as reference information for the user when selecting the optimal facility.

[0657] Step 6:

[0658] The user selects the most suitable childcare facility based on the search results and recommendations, and confirms the selection. The selection result is sent from the terminal to the server, which records the information in a database.

[0659] Step 7:

[0660] Based on the selection results, the server sends a notification of selection completion to the user, which completes the user selection and allows them to proceed to the next step.

[0661] The above are the specific processing steps of the system according to the present invention. The specific operations performed at each step support efficient selection of childcare facilities through user interaction, server search and data processing, and recommendations by the generative AI model.

[0662] 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.

[0663] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, an emotion engine (means for recognizing user emotions), and a means for searching the database based on the selection criteria and displaying the results.

[0664] System Overview

[0665] This system mainly operates between three parties: the server, the terminal, and the user.

[0666] 1. Server:

[0667] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[0668] 2. Terminal:

[0669] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results. The terminal also has a built-in emotion engine that identifies the user's emotions using facial recognition and voice analysis.

[0670] 3. User:

[0671] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria, review search results, and finally select a suitable facility. The emotion engine analyzes the user's emotions in real time and suggests modifications to the selection criteria based on the user's emotions.

[0672] Program Operation

[0673] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[0674] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[0675] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[0676] The emotion engine analyzes the user's emotions in real time, and if the user is feeling stressed, it automatically suggests modifying the selection conditions that may be causing the stress. For example, if the commute distance is too short and there are few options, it will suggest slightly extending the distance.

[0677] Specific examples

[0678] For example, if the user enters the following criteria:

[0679] Children's commuting distance: Within 2km

[0680] Opening hours: 7:30-18:00

[0681] School lunch: Yes

[0682] Educational policy: None

[0683] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. If the user feels stressed while checking the facilities, the emotion engine detects this and makes a suggestion, for example, to "keep the commute distance within 3km." If the user accepts the suggestion, the search is performed again and new results are presented.

[0684] The user compares both facilities and selects "Daycare Center A." The server saves the selection results in a database and notifies the user that the selection is complete.

[0685] The above is the basic form for implementing the system of the present invention. This system significantly reduces the burden on parents when efficiently selecting the most suitable childcare facility, and furthermore, by flexibly suggesting modifications to the selection criteria in response to the user's feelings, it is possible to realize a more stress-free selection process.

[0686] The processing flow will be explained below.

[0687] Step 1:

[0688] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[0689] Step 2:

[0690] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[0691] Step 3:

[0692] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[0693] in particular:

[0694] Child's age

[0695] Desired commuting distance (e.g., within 2km)

[0696] Opening hours (e.g. 7:30-18:00)

[0697] Whether or not school lunches are provided (e.g., yes)

[0698] Educational policy (e.g. none)

[0699] Step 4:

[0700] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[0701] Step 5:

[0702] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[0703] SELECT FROM CHILD CARE FACILITY WHERE

[0704] distance <= 2 AND

[0705] Opening hours AND

[0706] Lunch provided

[0707] The database is searched based on this query.

[0708] Step 6:

[0709] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[0710] Step 7:

[0711] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[0712] Step 8:

[0713] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[0714] Step 9:

[0715] User: Review the list of childcare facilities provided and check the details, including opening hours, meal details, and educational policies for each facility.

[0716] Step 10:

[0717] Device: The emotion engine runs and analyzes the user's emotions in real time from their facial expressions and voice. For example, if the user is feeling stressed, additional suggestions can be made based on that information.

[0718] Step 11:

[0719] Device: The emotion engine analyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria that may be the cause of the stress. For example, extending the commuting distance from 2km to 3km.

[0720] Step 12:

[0721] User: Receives the suggestion from the emotion engine and decides whether to accept it. If accepted, modifies the selection criteria and searches again.

[0722] Step 13:

[0723] Server: Generates a new search query based on the revised criteria and searches the database. A new list of childcare facilities is created using the same process and sent to the device.

[0724] Step 14:

[0725] Device: The user is presented with new search results and is guided through the process of selecting the best childcare facility.

[0726] Step 15:

[0727] User: Select the most suitable childcare facility and click the "Select" button.

[0728] Step 16:

[0729] Terminal: Sends information about the childcare facility selected by the user to the server.

[0730] Step 17:

[0731] Server: Record the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[0732] Step 18:

[0733] Server: Generates a selection result notification and sends a selection completion notification to the user.

[0734] Step 19:

[0735] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[0736] Example 2

[0737] Next, a description will be given of 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."

[0738] In modern society, parents find it difficult to select the most suitable childcare facility amid information overload and busy lifestyles. Furthermore, systems that mechanically provide search results without considering the parents' stress or emotional state often fail to allow for optimal selection. The present invention aims to provide a system that allows parents to efficiently, easily, and stress-free select the most suitable childcare facility.

[0739] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for communicating with a database containing information on childcare facilities, a means for providing an interface for a user to input selection criteria for childcare facilities, a means for searching the database based on the selection criteria input by the user and displaying the search results, a means for identifying the user's emotions, and a means for suggesting modifications to the selection criteria based on the emotions. This allows parents to efficiently and easily select the most suitable childcare facility, and also enables flexible suggestions that take the user's emotional state into consideration.

[0740] "Childcare facility" means a facility dedicated to the education and care of children.

[0741] A "database" is an information management system that stores information about childcare facilities in a structured manner and allows access and searching.

[0742] "Interface" refers to the means by which a user interacts with the system, such as a screen or form for entering criteria for selecting a childcare facility, or related operating elements.

[0743] "Emotion engine" refers to a combination of software and hardware that uses facial recognition and voice analysis to identify a user's emotions.

[0744] A "search query" is an instruction or series of instructions used to search a database based on user-entered selection criteria.

[0745] "Selection criteria" refers to multiple attributes and requirements that users use as criteria when selecting a childcare facility.

[0746] "Modification suggestions" refers to suggestions for changing the selection conditions based on the user's feelings, and is a support function that helps the user obtain a more satisfactory selection result.

[0747] "User" refers to individuals, primarily parents, who use the system to select childcare facilities.

[0748] A "server" is a central computer responsible for managing and processing data for the entire system, communicating with the database and executing search queries.

[0749] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, PCs, tablets, etc.

[0750] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system mainly operates among three parties: a server, a terminal, and a user.

[0751] First, the server is responsible for communicating with a database containing information about childcare facilities. When the system starts up, the server establishes a database connection and loads the information about each facility. This information includes the name, address, opening hours, whether or not lunch is provided, educational policy, etc. The database uses PostgreSQL, which allows for efficient data storage and retrieval.

[0752] Next, the terminal is the device through which the user actually accesses and operates the system. The terminal is compatible with a variety of devices, including smartphones, PCs, and tablets, and provides the user with an interactive interface. This interface includes a form for entering selection criteria for childcare facilities, and is implemented as a React-based web application. Once the user enters the criteria, the selection process begins.

[0753] Additionally, the device is equipped with an emotion engine that uses facial recognition and voice analysis to identify the user's emotions. The emotion engine uses OpenCV and Azure Cognitive Services to analyze the user's emotional state in real time. This allows the device to suggest adjustments to the selection criteria based on the user's emotions if they are feeling stressed.

[0754] When a user enters search criteria, the server generates a database search query based on the criteria and executes the search. Specifically, the server creates a query using Python's SQLAlchemy and lists childcare facilities that match the criteria. The server then sends the search results to the device, which then presents them to the user.

[0755] The device uses React to render a list of search results and provide the user with detailed information about each childcare facility. For example, if the user enters the following search criteria:

[0756] Commuting distance: Within 2km

[0757] Opening hours: 7:30-18:00

[0758] Lunch: Yes

[0759] Educational policy: None in particular

[0760] The server searches the database based on these conditions and lists facilities such as "Nursery School A" and "Kindergarten B." If the emotion engine detects stress in the user while checking the facilities, it will make a suggestion, for example, to "extend the commuting distance to within 3km."

[0761] Once the user has finally selected the appropriate childcare facility, the server saves the results in a database and notifies the user that the selection is complete, allowing the user to select the optimal childcare facility efficiently and stress-free.

[0762] Prompt Sentence Examples

[0763] Example inputs to a generative AI model:

[0764] "I would like to design a system that will create a list of optimal childcare facilities based on the selection criteria, and then suggest modifications based on the user's emotions. Please explain the specific operation flow and processing details using an interface, database search, and emotion engine."

[0765] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0766] Step 1:

[0767] When the server starts up, it connects to a database containing information about childcare facilities. Specifically, it establishes a connection to the PostgreSQL database and loads the childcare facility information. This information includes each facility's name, address, opening hours, whether or not they offer lunch, and their educational policy. The input is a system startup command, and the output is the childcare facility information stored in memory.

[0768] Step 2:

[0769] The device displays an interface to the user. A React-based web application is launched, displaying a form for entering criteria for selecting a childcare facility. The input is operational commands from the parent, and the output is a selection criteria input screen. Specifically, the form includes fields such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy.

[0770] Step 3:

[0771] The user inputs the selection criteria. Specific selection criteria are entered into the terminal through a form. For example, conditions such as commuting distance, opening hours, and whether or not lunch is provided are entered. The input is the selection criteria entered by the user into the form, and the output is the transmission of the selection criteria.

[0772] Step 4:

[0773] The device launches an emotion engine, which performs facial recognition and voice analysis of the user to identify their emotions. It uses OpenCV and Azure Cognitive Services to analyze the user's real-time emotional state. The input is the user's facial image and voice data, and the output is the analyzed emotion data.

[0774] Step 5:

[0775] The server receives the selection criteria sent by the user and generates a database search query. It uses Python's SQLAlchemy to create a query appropriate for the selection criteria. The input is the user's selection criteria and the output is a database query.

[0776] Step 6:

[0777] The server executes a database search query to list childcare facilities that match the criteria. It queries the PostgreSQL database to retrieve facility information that matches the criteria. The input is the generated database query, and the output is a list of childcare facilities that match the criteria.

[0778] Step 7:

[0779] The server sends the extracted list of childcare facilities to the terminal. The input is a list of childcare facilities that meet the conditions, and the output is data transmission to the terminal.

[0780] Step 8:

[0781] The device receives the list of childcare facilities and displays it to the user using a React-based UI. The input is the list of childcare facilities received from the server, and the output is the list displayed to the user. For example, a list of "Nursery School A" and "Kindergarten B" is displayed, and detailed information about each is provided.

[0782] Step 9:

[0783] The emotion engine reanalyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria. For example, it suggests increasing the commute distance to school. The input is the user's emotional data, and the output is a suggested modification.

[0784] Step 10:

[0785] The user selects the most suitable childcare facility. They check the selected facility and press the confirm button. The input is the user's final selection command, and the output is the selection result.

[0786] Step 11:

[0787] The server saves the final selection result in a database and sends a notification to the user that the selection is complete. The input is the user's selection result, and the output is saving it in the database and notifying the user.

[0788] The above is the flow of specific processing steps of the program of this system.

[0789] (Application example 2)

[0790] Next, a description will be given of Application 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."

[0791] Conventional childcare facility selection systems make it difficult for parents to quickly and accurately select the most suitable childcare facility. Furthermore, the selection process can be burdensome for users because the selection criteria are not flexibly adjusted to take into account the parents' emotions and stress levels.

[0792] The identification process by the identification 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 communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, and means for analyzing the user's emotions and adjusting the selection criteria based on the results. This enables parents to efficiently and easily select the most suitable childcare facility, and reduces the burden of the selection process because the selection criteria can be flexibly adjusted according to the user's emotions.

[0793] A "childcare facility" is a facility that provides protection and education to infants and children.

[0794] A "database" is a collection of information that systematically collects and stores information about childcare facilities and can be searched as needed.

[0795] A "means for communication" is a means by which a database and other systems or devices exchange data with each other.

[0796] An "interface" is an input device and screen display means used by a user to input selection conditions and information into the system.

[0797] "Selection conditions" are various standards and conditions that a user considers when selecting a childcare facility.

[0798] "Means for analyzing emotions" refers to technology or devices that read emotions from the user's facial expressions, voice, etc., and determine their state.

[0799] "Adjustment means" refers to a method or process for appropriately changing or correcting the selection criteria based on the results of sentiment analysis.

[0800] The "search results" are a list of information about childcare facilities retrieved from the database based on the conditions entered by the user.

[0801] The "means of selection" refers to the method or process by which the user selects the most suitable childcare facility from the presented facilities.

[0802] The system for implementing this invention includes the following main components: a server, a terminal, and a user. The detailed roles and operations of each component are described below.

[0803] 1. Server

[0804] The server maintains a database containing information about childcare facilities and is responsible for searching the database based on user selection criteria. The server establishes a database connection and loads the facility information, including the facility's name, address, opening hours, whether or not it provides lunch, and educational policy. The server analyzes the user's selection criteria, lists facilities in the database that match the criteria, and returns the search results to the user's device.

[0805] 2. Terminal

[0806] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, tablets, and PCs. The terminal provides the user with an interactive interface, allowing them to input selection criteria and display the results. The terminal also incorporates an emotion engine that analyzes the user's emotions in real time using facial recognition and voice analysis. The emotion engine analyzes the user's emotions and adjusts the selection criteria based on the results.

[0807] 3. Users

[0808] Users are parents who use this system to select the most suitable childcare facility. Using a terminal, users input selection criteria such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy. They then check the search results displayed on the terminal, compare the detailed information, and select the most suitable childcare facility. The emotion engine analyzes the user's emotions, and if, for example, the user is feeling stressed, the selection criteria are automatically adjusted and the search is repeated.

[0809] Hardware and Software Use Cases

[0810] Hardware: A smartphone or tablet with a camera

[0811] Software: Flask (a Python-based web framework), SQLite (a database management system), OpenCV (an image processing library), Keras (a model for sentiment analysis)

[0812] Specific examples

[0813] For example, if the user enters the following criteria:

[0814] Children's commuting distance: Within 2km

[0815] Opening hours: 7:30-18:00

[0816] School lunch: Yes

[0817] Educational policy: None

[0818] The server searches its database based on these conditions and lists childcare facilities that meet the criteria. Detailed information about the listed facilities is displayed on the user's device. If the user feels stressed while checking facilities, the emotion engine detects this and suggests, for example, extending the commuting distance to within 3km. If the user accepts this suggestion, the server will search again and present new results.

[0819] Prompt Sentence Examples

[0820] An example prompt might look like this:

[0821] "Create an application that uses a camera to analyze the user's face in real time after the user enters a product category and price range, and adjusts the search criteria if there are signs of stress. For example, include a function that, after detecting the user's stress, expands the price range and suggests new products. Please provide specific code examples using Python, Flask, OpenCV, Keras, and SQLite."

[0822] In this way, the embodiment of this invention makes it possible to efficiently and easily select the most suitable childcare facility, and furthermore, since conditions can be adjusted based on the user's feelings, the burden of the selection process is reduced and the user experience is improved.

[0823] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0824] Step 1:

[0825] The user operates the terminal to input the selection criteria for the childcare facility. The input items include the distance to the facility, opening hours, whether or not the facility provides lunch, educational policy, etc. The terminal receives these selection criteria and generates a query for database search.

[0826] Input: Selection criteria entered by the user (distance to school, opening hours, availability of school lunches, educational policy)

[0827] Data processing: Generate search queries based on the selection criteria

[0828] Output: Generated search query

[0829] Step 2:

[0830] The device sends the generated search query to the server, which searches the database based on the received query and creates a list of childcare facilities that match the criteria.

[0831] Input: Search query

[0832] Data calculation: database search

[0833] Output: A list of childcare facilities that match the criteria

[0834] Step 3:

[0835] The server sends the search results to the terminal, which displays the received search results to the user and provides detailed information about each childcare facility.

[0836] Input: List of childcare facilities

[0837] Data processing: Generating data for displaying search results

[0838] Output: A list of childcare facilities and their details displayed to the user

[0839] Step 4:

[0840] While the user is checking the facility details, the device's camera captures the user's facial expressions in real time, and the device preprocesses the captured images and inputs them into the emotion engine.

[0841] Input: User facial expression image

[0842] Data processing: Image preprocessing (grayscale conversion, resizing)

[0843] Output: Preprocessed image

[0844] Step 5:

[0845] The device's emotion engine analyzes the pre-processed images to recognize the user's emotions, using emotion analysis models to identify signs of stress or anxiety.

[0846] Input: Preprocessed image

[0847] Data Computing: Emotion Recognition with Emotion Analysis Models

[0848] Output: A label of the recognized emotion (e.g., stress)

[0849] Step 6:

[0850] The device will then automatically determine whether it needs to adjust the selection criteria based on the recognized emotions, and if stress is detected, it will adjust the criteria, such as extending the maximum commuting distance.

[0851] Input: Recognized emotion label

[0852] Data calculation: Reevaluate and adjust selection criteria

[0853] Output: Adjusted selection criteria

[0854] Step 7:

[0855] The server searches the database again based on the new selection criteria, generates an updated list of childcare facilities, and the terminal presents the results of the re-search to the user.

[0856] Input: Adjusted selection criteria

[0857] Data calculation: Search again

[0858] Output: Updated list of childcare facilities

[0859] Step 8:

[0860] The user then selects the most suitable facility from the displayed childcare facilities. The server records the information of the selected facility and notifies the user that the selection is complete.

[0861] Input: The final selected childcare facility

[0862] Data processing: Saving selection results

[0863] Output: Notification of selection completion

[0864] The above are the specific processing steps for implementing this invention. At each step, data for proceeding to the next step is generated based on the user's input and calculation results, and finally, the process of the user selecting the most suitable childcare facility is completed.

[0865] 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.

[0866] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (Internet Search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search <url: https: gemini.google.com ?hl="ja">) 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.

[0867] 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.

[0868] [Third embodiment]

[0869] FIG. 5 shows an example of the configuration of a data processing system 310 according to the third embodiment.

[0870] 5, the data processing system 310 includes the data processing device 12 and a headset terminal 314. An example of the data processing device 12 is a server.

[0871] 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).

[0872] 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.

[0873] 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.

[0874] 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).

[0875] 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.

[0876] 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.

[0877] 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.

[0878] 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.

[0879] 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.

[0880] Next, a description will be given of the identification process performed by the identification processing unit 290 of the data processing device 12. In the following description, the data processing device 12 will be referred to as the "server" and the headset type terminal 314 will be referred to as the "terminal."

[0881] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, and a means for searching the database based on the criteria and displaying the results.

[0882] System Overview

[0883] This system mainly operates between three parties: the server, the terminal, and the user.

[0884] 1. Server:

[0885] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[0886] 2. Terminal:

[0887] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results.

[0888] 3. User:

[0889] The user is a parent who uses the system to select the most suitable childcare facility. Through an interactive interface, the user inputs selection criteria, checks search results, and finally selects the appropriate childcare facility.

[0890] Program Operation

[0891] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[0892] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[0893] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[0894] Specific examples

[0895] For example, if the user enters the following criteria:

[0896] Children's commuting distance: Within 2km

[0897] Opening hours: 7:30-18:00

[0898] School lunch: Yes

[0899] Educational policy: None

[0900] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in the database and notifies the user that the selection is complete.

[0901] The above is the basic form for implementing the system according to the present invention. This system can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[0902] The processing flow will be explained below.

[0903] Step 1:

[0904] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[0905] Step 2:

[0906] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[0907] Step 3:

[0908] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[0909] in particular:

[0910] Child's age

[0911] Desired commuting distance (e.g., within 2km)

[0912] Opening hours (e.g. 7:30-18:00)

[0913] Whether or not school lunches are provided (e.g., yes)

[0914] Educational policy (e.g. none)

[0915] Step 4:

[0916] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[0917] Step 5:

[0918] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[0919] SELECT FROM CHILD CARE FACILITY WHERE

[0920] distance <= 2 AND

[0921] Opening hours AND

[0922] Lunch provided

[0923] The database is searched based on this query.

[0924] Step 6:

[0925] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[0926] Step 7:

[0927] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[0928] Step 8:

[0929] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[0930] Step 9:

[0931] User: Check the list of childcare facilities provided and check the details. Check the opening hours, lunch details, educational policy, etc. of each facility. Finally, select the childcare facility that best suits you.

[0932] Step 10:

[0933] User: Confirm the selected childcare facility and click the "Select" button.

[0934] Step 11:

[0935] Terminal: Sends information about the childcare facility selected by the user to the server.

[0936] Step 12:

[0937] Server: Records the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[0938] Step 13:

[0939] Server: Generates a selection result notification and sends a selection completion notification to the user.

[0940] Step 14:

[0941] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[0942] Example 1

[0943] Next, a description will be given of 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."

[0944] Conventional childcare facility selection systems have had the problem of placing a heavy burden on parents when selecting the most suitable childcare facility efficiently and simply. In particular, there has been a lack of systems that can provide accurate information while taking into account the different selection criteria of each parent. Previous systems have had difficulty in quickly and accurately searching and displaying information about childcare facilities.

[0945] 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.

[0946] In this invention, the server includes means for communicating with a data storage device containing information on childcare facilities, means for providing a digital interface for a user to input selection criteria for a childcare facility, and means for searching the data storage device based on the selection criteria input by the user and displaying the search results, thereby enabling parents to efficiently select the most suitable childcare facility.

[0947] "Childcare facility information" is detailed attribute information related to the childcare facility, such as the name, address, opening hours, whether or not meals are provided, and educational policy of the childcare facility.

[0948] "Data Storage Device" means computer hardware or storage devices used to store and access information about a child care facility.

[0949] A "means for communicating" is any device or software including a network and protocols for transmitting and receiving data between a server and a data storage device.

[0950] "Digital Interface" means a graphical or text-based interface on an electronic device through which a user enters child care facility selection criteria.

[0951] "Selection criteria" are the criteria and factors that users consider when selecting a childcare facility, and include commuting distance, opening hours, whether or not meals are provided, educational policy, etc.

[0952] A "search query" is a specific instruction or command for searching information in a data storage device based on selection criteria entered by a user.

[0953] A "search result" is a list of matching child care facility information returned from a data store based on a search query.

[0954] "Server" means a computer system that manages and processes the system, communicates with data storage devices, and responds to user requests.

[0955] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, personal computers, tablets, etc.

[0956] "Users" are parents and facility users who use the childcare facility selection system to select the most suitable childcare facility.

[0957] An "interactive interface" is an interactive digital interface that allows a user to interact with a system and provide input and choices.

[0958] MODE FOR CARRYING OUT THE INVENTION

[0959] The system of the present invention is designed to enable parents to efficiently select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The detailed configuration and implementation method of this system are described below.

[0960] System configuration

[0961] 1. Server

[0962] The server has a means for communicating with a data store containing information about childcare facilities. Specifically, the server connects to a relational database such as MySQL to store detailed facility information (such as name, address, opening hours, availability of lunch, educational policy, etc.). The server also uses hardware and software to search this database based on user selection criteria and process the results. The Python programming language is used to parse and execute search queries, and libraries such as mysql.connector are used to access the database.

[0963] 2. Terminal

[0964] The terminal is the device through which the user accesses and operates the system. It can be used on a variety of devices, including smartphones, personal computers, and tablets, and provides an interface built using HTML, CSS, and JavaScript on a browser. The terminal provides the user with an interactive interface, allowing them to enter selection criteria and display search results. Requests from the device to the server are processed asynchronously using technologies such as Ajax.

[0965] 3. Users

[0966] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria such as commute distance, opening hours, availability of school lunches, and educational policy. Once users input and submit their criteria, the server searches the database based on those criteria, and the returned results can be viewed. Users can then compare and consider the search results to select the most suitable childcare facility.

[0967] Specific examples

[0968] For example, if the user enters the following criteria:

[0969] Children's commuting distance: Within 2km

[0970] Opening hours: 7:30-18:00

[0971] School lunch: Yes

[0972] Educational policy: None

[0973] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in a data storage device and notifies the user that the selection is complete.

[0974] Prompt Sentence Examples

[0975] Here's an example prompt to search for childcare facilities:

[0976] Search for childcare facilities by:

[0977] Children's commuting distance: Within 2km

[0978] Opening hours: 7:30-18:00

[0979] School lunch: Yes

[0980] Educational policy: None

[0981] Please let me know the search results based on this.

[0982] The above is the basic form for implementing the system according to the present invention, which can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[0983] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0984] Step 1: Initialize the server

[0985] When the server starts up, it establishes a database connection. Specifically, it connects to the MySQL database and loads information about the childcare facility. This information includes the name, address, opening hours, whether lunch is provided, educational policy, etc. The server stores this information in memory, allowing the server to access the database efficiently. The initialization completion status is recorded in the server log.

[0986] Input: Database connection information

[0987] Output: The childcare facility information is loaded into memory.

[0988] Specific behavior:

[0989] The server connects to the MySQL database using the mysql.connector .

[0990] Execute a SQL query to load all the data from the childcare facilities table and store it in memory as a Python list.

[0991] Step 2: User terminal access

[0992] The terminal receives access from the user and displays an interface for selecting childcare facilities. When the user accesses the system URL through a browser, the terminal sends a request to the server and loads the necessary HTML, CSS, and JavaScript files.

[0993] Input: User's access request

[0994] Output: HTML, CSS, and JavaScript to display the interface

[0995] Specific behavior:

[0996] A user accesses a system URL using Google Chrome.

[0997] The device sends a request to the server, and an interface built with HTML5 and JavaScript is displayed in the user's browser.

[0998] Step 3: Enter user selection criteria

[0999] The user uses the interface on the terminal to input selection criteria, such as commuting distance, opening hours, availability of school lunches, educational policy, etc.

[1000] Input: Selection criteria input by the user

[1001] Output: Input selection conditions

[1002] Specific behavior:

[1003] The user enters the child's commute distance, opening hours, and whether or not lunch is provided in the input fields of the interface.

[1004] Click the "Submit" button to send the selection criteria to the server.

[1005] Step 4: Parse conditions and execute database queries

[1006] The server receives the selection criteria sent by the user, generates a search query based on the criteria, and uses the generated query to search the database for childcare facilities that match the criteria.

[1007] Input: Selection criteria entered by the user

[1008] Output: A list of childcare facilities that match the criteria

[1009] Specific behavior:

[1010] The server constructs an SQL query like this:

[1011] sql

[1012] SELECT FROM childcare facility WHERE commuting distance <= 2 AND opening hours >= '7:30' AND opening hours <= '18:00' AND school lunch = 'yes'

[1013] After executing the query, data on childcare facilities that match the criteria is retrieved.

[1014] Step 5: Viewing search results

[1015] The terminal receives the search results sent back from the server and displays them to the user. Specifically, it provides the user with detailed information about each childcare facility in a list format.

[1016] Input: Search results returned from the server

[1017] Output: Search results list

[1018] Specific behavior:

[1019] Information about "Nursery School A" and "Kindergarten B" will be displayed on the device.

[1020] Details such as each facility's name, address, opening hours, whether or not they provide lunch, and educational policy are displayed in table format.

[1021] Step 6: Select a childcare facility

[1022] The user checks the displayed search results and selects the most suitable childcare facility. After making a selection, the user clicks the "Select" button to send the information about the selected facility to the server.

[1023] Input: Select facility from search results

[1024] Output: Information about selected childcare facilities

[1025] Specific behavior:

[1026] The user clicks on the details for "Nursery School A" to display more details.

[1027] Finally, select "Nursery School A" and click the "Select" button.

[1028] Step 7: Notification of selection results

[1029] The server records the information of the selected childcare facility in a database and notifies the user when the selection is complete. By saving the selection results, the history can be referenced in the future.

[1030] Input: Selected childcare facility information

[1031] Output: Saving the selection results and notifying the user

[1032] Specific behavior:

[1033] The server executes the following SQL query to store the election results in the database:

[1034] sql

[1035] INSERT INTO Selection History (User ID, Childcare Facility ID, Selection Date and Time) VALUES (12345, 'Childcare Facility A', NOW())

[1036] The server uses an email sending service to send a selection completion notice to the user.

[1037] (Application example 1)

[1038] Next, a description will be given of Application 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."

[1039] Finding the best childcare facility for parents is a time-consuming and difficult task. Existing systems are inefficient because they only provide information about childcare facilities, and parents must review and compare multiple pieces of information themselves. Another problem is that there are few ways to check detailed information or the local situation without physically visiting the facility.

[1040] 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.

[1041] In this invention, the server includes means for communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, means installed on a smart device for displaying the locations and information of childcare facilities using augmented reality technology, and means for presenting recommendation results generated by an AI model as a result of the above, allowing parents to efficiently and easily obtain detailed information and select the most suitable childcare facility.

[1042] A "childcare facility" is a facility that provides daycare and education for children.

[1043] A "database" is an electronic record system for systematically organizing and storing information about childcare facilities.

[1044] "Means" refers to a method or device for achieving a particular purpose.

[1045] An "interface" is a screen or input device that allows a user to interact with a system.

[1046] "Selection conditions" are the criteria and requirements that a user specifies when searching for a childcare facility.

[1047] "Augmented reality (AR) technology" is a technology that displays virtual information such as computer graphics overlaid on the actual environment.

[1048] A "smart device" is a portable electronic device that can connect to the Internet.

[1049] A "generative AI model" is a program that uses artificial intelligence to automatically generate information and recommendations that meet user needs.

[1050] The "recommendation result" is information indicating the most suitable childcare facility based on the user's selection criteria.

[1051] The system of this invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The specific configuration and operation of the system are described below.

[1052] First, the server plays a central role, providing an interface for communicating with a database containing information about childcare facilities. The server uses a Python web framework called Flask, and the database stores attribute information such as the name, address, opening hours, whether or not the facility provides lunch, and educational policy. When the system starts up, the server connects to the database and stores the information about the childcare facility in memory.

[1053] The terminal is used by users to actually access and operate the system, and can be used with multiple devices, including smartphones and smart glasses. An interface is displayed on the terminal, allowing users to input selection criteria for childcare facilities. Through this interface, users can input selection criteria (e.g., distance to child's commute, opening hours, availability of school lunches, educational policy, etc.). The smart glasses also have the function of visually displaying the actual location and information of childcare facilities using augmented reality (AR) technology.

[1054] When a user enters their selection criteria, the information is sent to the server. The server analyzes the criteria and executes a search query against the database. This query generates a list of childcare facilities that match the criteria, and the results are sent back to the device. The device receives this and presents the search results to the user. The system also incorporates a generative AI model, which has the ability to recommend the most suitable childcare facility based on the user's selection criteria.

[1055] Next, when users select a childcare facility based on the search results, the smart glasses can utilize AR functionality to overlay local information and virtual directions for the facility, allowing parents to obtain detailed information without having to physically visit the facility.

[1056] As a specific example of use, consider the case where the user inputs the following conditions:

[1057] Children's commuting distance: Within 2km

[1058] Opening hours: 7:30-18:00

[1059] School lunch: Yes

[1060] Educational policy: None

[1061] Based on these criteria, the server searches its database and lists childcare facilities that meet the criteria. As a result, for example, "Childcare Facility A" and "Kindergarten Facility B" are displayed, and specific details are provided on the device. The user can select the most suitable childcare facility based on this information and also refer to the recommendations made by the generative AI model.

[1062] An example of a prompt sentence is as follows:

[1063] Search for childcare facilities using the following criteria:

[1064] Commuting distance: Within 2km

[1065] Opening hours: 7:30-18:00

[1066] School lunch: Yes

[1067] Educational policy: None in particular

[1068] As described above, the system according to the present invention enables parents to efficiently select the most suitable childcare facility that meets their own requirements.

[1069] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1070] Step 1:

[1071] The user launches the childcare facility search app using a device (smartphone or smart glasses). The user then inputs selection criteria (e.g., commuting distance, opening hours, availability of school lunches, educational policy) through an interactive interface. The input selection criteria are sent from the device to the server.

[1072] Step 2:

[1073] The server receives the selection criteria sent by the user and generates a search query against the database to find childcare facilities that match the criteria. Specifically, the server uses the Flask web framework to retrieve information about childcare facilities that match the criteria from the database in JSON format.

[1074] Step 3:

[1075] The server aggregates the search results and generates a list of childcare facilities that meet the criteria. The list includes the name, address, opening hours, whether or not they provide lunch, educational policy, etc. of each facility. This list is then sent back to the device.

[1076] Step 4:

[1077] The device will then present the search results received from the server to the user. The user can review the list and view detailed information as needed. In the case of smart glasses, augmented reality (AR) technology is used to visually display the location and information of childcare facilities.

[1078] Step 5:

[1079] The generative AI model recommends optimal childcare facilities based on the user's selection criteria and past search data. These recommendations are provided as reference information for the user when selecting the optimal facility.

[1080] Step 6:

[1081] The user selects the most suitable childcare facility based on the search results and recommendations, and confirms the selection. The selection result is sent from the terminal to the server, which records the information in a database.

[1082] Step 7:

[1083] Based on the selection results, the server sends a notification of selection completion to the user, which completes the user selection and allows them to proceed to the next step.

[1084] The above are the specific processing steps of the system according to the present invention. The specific operations performed at each step support efficient selection of childcare facilities through user interaction, server search and data processing, and recommendations by the generative AI model.

[1085] 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.

[1086] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, an emotion engine (means for recognizing user emotions), and a means for searching the database based on the selection criteria and displaying the results.

[1087] System Overview

[1088] This system mainly operates between three parties: the server, the terminal, and the user.

[1089] 1. Server:

[1090] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[1091] 2. Terminal:

[1092] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results. The terminal also has a built-in emotion engine that identifies the user's emotions using facial recognition and voice analysis.

[1093] 3. User:

[1094] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria, review search results, and finally select a suitable facility. The emotion engine analyzes the user's emotions in real time and suggests modifications to the selection criteria based on the user's emotions.

[1095] Program Operation

[1096] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[1097] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[1098] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[1099] The emotion engine analyzes the user's emotions in real time, and if the user is feeling stressed, it automatically suggests modifying the selection conditions that may be causing the stress. For example, if the commute distance is too short and there are few options, it will suggest slightly extending the distance.

[1100] Specific examples

[1101] For example, if the user enters the following criteria:

[1102] Children's commuting distance: Within 2km

[1103] Opening hours: 7:30-18:00

[1104] School lunch: Yes

[1105] Educational policy: None

[1106] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. If the user feels stressed while checking the facilities, the emotion engine detects this and makes a suggestion, for example, to "keep the commute distance within 3km." If the user accepts the suggestion, the search is performed again and new results are presented.

[1107] The user compares both facilities and selects "Daycare Center A." The server saves the selection results in a database and notifies the user that the selection is complete.

[1108] The above is the basic form for implementing the system of the present invention. This system significantly reduces the burden on parents when efficiently selecting the most suitable childcare facility, and furthermore, by flexibly suggesting modifications to the selection criteria in response to the user's feelings, it is possible to realize a more stress-free selection process.

[1109] The processing flow will be explained below.

[1110] Step 1:

[1111] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[1112] Step 2:

[1113] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[1114] Step 3:

[1115] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[1116] in particular:

[1117] Child's age

[1118] Desired commuting distance (e.g., within 2km)

[1119] Opening hours (e.g. 7:30-18:00)

[1120] Whether or not school lunches are provided (e.g., yes)

[1121] Educational policy (e.g. none)

[1122] Step 4:

[1123] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[1124] Step 5:

[1125] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[1126] SELECT FROM CHILD CARE FACILITY WHERE

[1127] distance <= 2 AND

[1128] Opening hours AND

[1129] Lunch provided

[1130] The database is searched based on this query.

[1131] Step 6:

[1132] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[1133] Step 7:

[1134] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[1135] Step 8:

[1136] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[1137] Step 9:

[1138] User: Review the list of childcare facilities provided and check the details, including opening hours, meal details, and educational policies for each facility.

[1139] Step 10:

[1140] Device: The emotion engine runs and analyzes the user's emotions in real time from their facial expressions and voice. For example, if the user is feeling stressed, additional suggestions can be made based on that information.

[1141] Step 11:

[1142] Device: The emotion engine analyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria that may be the cause of the stress. For example, extending the commuting distance from 2km to 3km.

[1143] Step 12:

[1144] User: Receives the suggestion from the emotion engine and decides whether to accept it. If accepted, modifies the selection criteria and searches again.

[1145] Step 13:

[1146] Server: Generates a new search query based on the revised criteria and searches the database. A new list of childcare facilities is created using the same process and sent to the device.

[1147] Step 14:

[1148] Device: The user is presented with new search results and is guided through the process of selecting the best childcare facility.

[1149] Step 15:

[1150] User: Select the most suitable childcare facility and click the "Select" button.

[1151] Step 16:

[1152] Terminal: Sends information about the childcare facility selected by the user to the server.

[1153] Step 17:

[1154] Server: Record the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[1155] Step 18:

[1156] Server: Generates a selection result notification and sends a selection completion notification to the user.

[1157] Step 19:

[1158] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[1159] Example 2

[1160] Next, a description will be given of 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."

[1161] In modern society, parents find it difficult to select the most suitable childcare facility amid information overload and busy lifestyles. Furthermore, systems that mechanically provide search results without considering the parents' stress or emotional state often fail to allow for optimal selection. The present invention aims to provide a system that allows parents to efficiently, easily, and stress-free select the most suitable childcare facility.

[1162] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for communicating with a database containing information on childcare facilities, a means for providing an interface for a user to input selection criteria for childcare facilities, a means for searching the database based on the selection criteria input by the user and displaying the search results, a means for identifying the user's emotions, and a means for suggesting modifications to the selection criteria based on the emotions. This allows parents to efficiently and easily select the most suitable childcare facility, and also enables flexible suggestions that take the user's emotional state into consideration.

[1163] "Childcare facility" means a facility dedicated to the education and care of children.

[1164] A "database" is an information management system that stores information about childcare facilities in a structured manner and allows access and searching.

[1165] "Interface" refers to the means by which a user interacts with the system, such as a screen or form for entering criteria for selecting a childcare facility, or related operating elements.

[1166] "Emotion engine" refers to a combination of software and hardware that uses facial recognition and voice analysis to identify a user's emotions.

[1167] A "search query" is an instruction or series of instructions used to search a database based on user-entered selection criteria.

[1168] "Selection criteria" refers to multiple attributes and requirements that users use as criteria when selecting a childcare facility.

[1169] "Modification suggestions" refers to suggestions for changing the selection conditions based on the user's feelings, and is a support function that helps the user obtain a more satisfactory selection result.

[1170] "User" refers to individuals, primarily parents, who use the system to select childcare facilities.

[1171] A "server" is a central computer responsible for managing and processing data for the entire system, communicating with the database and executing search queries.

[1172] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, PCs, tablets, etc.

[1173] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system mainly operates among three parties: a server, a terminal, and a user.

[1174] First, the server is responsible for communicating with a database containing information about childcare facilities. When the system starts up, the server establishes a database connection and loads the information about each facility. This information includes the name, address, opening hours, whether or not lunch is provided, educational policy, etc. The database uses PostgreSQL, which allows for efficient data storage and retrieval.

[1175] Next, the terminal is the device through which the user actually accesses and operates the system. The terminal is compatible with a variety of devices, including smartphones, PCs, and tablets, and provides the user with an interactive interface. This interface includes a form for entering selection criteria for childcare facilities, and is implemented as a React-based web application. Once the user enters the criteria, the selection process begins.

[1176] Additionally, the device is equipped with an emotion engine that uses facial recognition and voice analysis to identify the user's emotions. The emotion engine uses OpenCV and Azure Cognitive Services to analyze the user's emotional state in real time. This allows the device to suggest adjustments to the selection criteria based on the user's emotions if they are feeling stressed.

[1177] When a user enters search criteria, the server generates a database search query based on the criteria and executes the search. Specifically, the server creates a query using Python's SQLAlchemy and lists childcare facilities that match the criteria. The server then sends the search results to the device, which then presents them to the user.

[1178] The device uses React to render a list of search results and provide the user with detailed information about each childcare facility. For example, if the user enters the following search criteria:

[1179] Commuting distance: Within 2km

[1180] Opening hours: 7:30-18:00

[1181] Lunch: Yes

[1182] Educational policy: None in particular

[1183] The server searches the database based on these conditions and lists facilities such as "Nursery School A" and "Kindergarten B." If the emotion engine detects stress in the user while checking the facilities, it will make a suggestion, for example, to "extend the commuting distance to within 3km."

[1184] Once the user has finally selected the appropriate childcare facility, the server saves the results in a database and notifies the user that the selection is complete, allowing the user to select the optimal childcare facility efficiently and stress-free.

[1185] Prompt Sentence Examples

[1186] Example inputs to a generative AI model:

[1187] "I would like to design a system that will create a list of optimal childcare facilities based on the selection criteria, and then suggest modifications based on the user's emotions. Please explain the specific operation flow and processing details using an interface, database search, and emotion engine."

[1188] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1189] Step 1:

[1190] When the server starts up, it connects to a database containing information about childcare facilities. Specifically, it establishes a connection to the PostgreSQL database and loads the childcare facility information. This information includes each facility's name, address, opening hours, whether or not they offer lunch, and their educational policy. The input is a system startup command, and the output is the childcare facility information stored in memory.

[1191] Step 2:

[1192] The device displays an interface to the user. A React-based web application is launched, displaying a form for entering criteria for selecting a childcare facility. The input is operational commands from the parent, and the output is a selection criteria input screen. Specifically, the form includes fields such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy.

[1193] Step 3:

[1194] The user inputs the selection criteria. Specific selection criteria are entered into the terminal through a form. For example, conditions such as commuting distance, opening hours, and whether or not lunch is provided are entered. The input is the selection criteria entered by the user into the form, and the output is the transmission of the selection criteria.

[1195] Step 4:

[1196] The device launches an emotion engine, which performs facial recognition and voice analysis of the user to identify their emotions. It uses OpenCV and Azure Cognitive Services to analyze the user's real-time emotional state. The input is the user's facial image and voice data, and the output is the analyzed emotion data.

[1197] Step 5:

[1198] The server receives the selection criteria sent by the user and generates a database search query. It uses Python's SQLAlchemy to create a query appropriate for the selection criteria. The input is the user's selection criteria and the output is a database query.

[1199] Step 6:

[1200] The server executes a database search query to list childcare facilities that match the criteria. It queries the PostgreSQL database to retrieve facility information that matches the criteria. The input is the generated database query, and the output is a list of childcare facilities that match the criteria.

[1201] Step 7:

[1202] The server sends the extracted list of childcare facilities to the terminal. The input is a list of childcare facilities that meet the conditions, and the output is data transmission to the terminal.

[1203] Step 8:

[1204] The device receives the list of childcare facilities and displays it to the user using a React-based UI. The input is the list of childcare facilities received from the server, and the output is the list displayed to the user. For example, a list of "Nursery School A" and "Kindergarten B" is displayed, and detailed information about each is provided.

[1205] Step 9:

[1206] The emotion engine reanalyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria. For example, it suggests increasing the commute distance to school. The input is the user's emotional data, and the output is a suggested modification.

[1207] Step 10:

[1208] The user selects the most suitable childcare facility. They check the selected facility and press the confirm button. The input is the user's final selection command, and the output is the selection result.

[1209] Step 11:

[1210] The server saves the final selection result in a database and sends a notification to the user that the selection is complete. The input is the user's selection result, and the output is saving it in the database and notifying the user.

[1211] The above is the flow of specific processing steps of the program of this system.

[1212] (Application example 2)

[1213] Next, a description will be given of Application 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."

[1214] Conventional childcare facility selection systems make it difficult for parents to quickly and accurately select the most suitable childcare facility. Furthermore, the selection process can be burdensome for users because the selection criteria are not flexibly adjusted to take into account the parents' emotions and stress levels.

[1215] The identification process by the identification 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 communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, and means for analyzing the user's emotions and adjusting the selection criteria based on the results. This enables parents to efficiently and easily select the most suitable childcare facility, and reduces the burden of the selection process because the selection criteria can be flexibly adjusted according to the user's emotions.

[1216] A "childcare facility" is a facility that provides protection and education to infants and children.

[1217] A "database" is a collection of information that systematically collects and stores information about childcare facilities and can be searched as needed.

[1218] A "means for communication" is a means by which a database and other systems or devices exchange data with each other.

[1219] An "interface" is an input device and screen display means used by a user to input selection conditions and information into the system.

[1220] "Selection conditions" are various standards and conditions that a user considers when selecting a childcare facility.

[1221] "Means for analyzing emotions" refers to technology or devices that read emotions from the user's facial expressions, voice, etc., and determine their state.

[1222] "Adjustment means" refers to a method or process for appropriately changing or correcting the selection criteria based on the results of sentiment analysis.

[1223] The "search results" are a list of information about childcare facilities retrieved from the database based on the conditions entered by the user.

[1224] The "means of selection" refers to the method or process by which the user selects the most suitable childcare facility from the presented facilities.

[1225] The system for implementing this invention includes the following main components: a server, a terminal, and a user. The detailed roles and operations of each component are described below.

[1226] 1. Server

[1227] The server maintains a database containing information about childcare facilities and is responsible for searching the database based on user selection criteria. The server establishes a database connection and loads the facility information, including the facility's name, address, opening hours, whether or not it provides lunch, and educational policy. The server analyzes the user's selection criteria, lists facilities in the database that match the criteria, and returns the search results to the user's device.

[1228] 2. Terminal

[1229] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, tablets, and PCs. The terminal provides the user with an interactive interface, allowing them to input selection criteria and display the results. The terminal also incorporates an emotion engine that analyzes the user's emotions in real time using facial recognition and voice analysis. The emotion engine analyzes the user's emotions and adjusts the selection criteria based on the results.

[1230] 3. Users

[1231] Users are parents who use this system to select the most suitable childcare facility. Using a terminal, users input selection criteria such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy. They then check the search results displayed on the terminal, compare the detailed information, and select the most suitable childcare facility. The emotion engine analyzes the user's emotions, and if, for example, the user is feeling stressed, the selection criteria are automatically adjusted and the search is repeated.

[1232] Hardware and Software Use Cases

[1233] Hardware: A smartphone or tablet with a camera

[1234] Software: Flask (a Python-based web framework), SQLite (a database management system), OpenCV (an image processing library), Keras (a model for sentiment analysis)

[1235] Specific examples

[1236] For example, if the user enters the following criteria:

[1237] Children's commuting distance: Within 2km

[1238] Opening hours: 7:30-18:00

[1239] School lunch: Yes

[1240] Educational policy: None

[1241] The server searches its database based on these conditions and lists childcare facilities that meet the criteria. Detailed information about the listed facilities is displayed on the user's device. If the user feels stressed while checking facilities, the emotion engine detects this and suggests, for example, extending the commuting distance to within 3km. If the user accepts this suggestion, the server will search again and present new results.

[1242] Prompt Sentence Examples

[1243] An example prompt might look like this:

[1244] "Create an application that uses a camera to analyze the user's face in real time after the user enters a product category and price range, and adjusts the search criteria if there are signs of stress. For example, include a function that, after detecting the user's stress, expands the price range and suggests new products. Please provide specific code examples using Python, Flask, OpenCV, Keras, and SQLite."

[1245] In this way, the embodiment of this invention makes it possible to efficiently and easily select the most suitable childcare facility, and furthermore, since conditions can be adjusted based on the user's feelings, the burden of the selection process is reduced and the user experience is improved.

[1246] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1247] Step 1:

[1248] The user operates the terminal to input the selection criteria for the childcare facility. The input items include the distance to the facility, opening hours, whether or not the facility provides lunch, educational policy, etc. The terminal receives these selection criteria and generates a query for database search.

[1249] Input: Selection criteria entered by the user (distance to school, opening hours, availability of school lunches, educational policy)

[1250] Data processing: Generate search queries based on the selection criteria

[1251] Output: Generated search query

[1252] Step 2:

[1253] The device sends the generated search query to the server, which searches the database based on the received query and creates a list of childcare facilities that match the criteria.

[1254] Input: Search query

[1255] Data calculation: database search

[1256] Output: A list of childcare facilities that match the criteria

[1257] Step 3:

[1258] The server sends the search results to the terminal, which displays the received search results to the user and provides detailed information about each childcare facility.

[1259] Input: List of childcare facilities

[1260] Data processing: Generating data for displaying search results

[1261] Output: A list of childcare facilities and their details displayed to the user

[1262] Step 4:

[1263] While the user is checking the facility details, the device's camera captures the user's facial expressions in real time, and the device preprocesses the captured images and inputs them into the emotion engine.

[1264] Input: User facial expression image

[1265] Data processing: Image preprocessing (grayscale conversion, resizing)

[1266] Output: Preprocessed image

[1267] Step 5:

[1268] The device's emotion engine analyzes the pre-processed images to recognize the user's emotions, using emotion analysis models to identify signs of stress or anxiety.

[1269] Input: Preprocessed image

[1270] Data Computing: Emotion Recognition with Emotion Analysis Models

[1271] Output: A label of the recognized emotion (e.g., stress)

[1272] Step 6:

[1273] The device will then automatically determine whether it needs to adjust the selection criteria based on the recognized emotions, and if stress is detected, it will adjust the criteria, such as extending the maximum commuting distance.

[1274] Input: Recognized emotion label

[1275] Data calculation: Reevaluate and adjust selection criteria

[1276] Output: Adjusted selection criteria

[1277] Step 7:

[1278] The server searches the database again based on the new selection criteria, generates an updated list of childcare facilities, and the terminal presents the results of the re-search to the user.

[1279] Input: Adjusted selection criteria

[1280] Data calculation: Search again

[1281] Output: Updated list of childcare facilities

[1282] Step 8:

[1283] The user then selects the most suitable facility from the displayed childcare facilities. The server records the information of the selected facility and notifies the user that the selection is complete.

[1284] Input: The final selected childcare facility

[1285] Data processing: Saving selection results

[1286] Output: Notification of selection completion

[1287] The above are the specific processing steps for implementing this invention. At each step, data for proceeding to the next step is generated based on the user's input and calculation results, and finally, the process of the user selecting the most suitable childcare facility is completed.

[1288] The specific processing unit 290 transmits the result of the specific processing to the headset type terminal 314. In the headset type terminal 314, the control unit 46A causes the speaker 240 and the display 343 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.

[1289] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (Internet Search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search <url: https: gemini.google.com ?hl="ja">) 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.

[1290] In the above embodiment, an example was given in which the specific processing is performed by the data processing device 12, but the technology of the present disclosure is not limited to this, and the specific processing may be performed by the headset type terminal 314.

[1291] [Fourth embodiment]

[1292] FIG. 7 shows an example of the configuration of a data processing system 410 according to the fourth embodiment.

[1293] 7, a data processing system 410 includes a data processing device 12 and a robot 414. An example of the data processing device 12 is a server.

[1294] 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).

[1295] The robot 414 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication I / F 44, and a control target 443. 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 control target 443 are also connected to the bus 52.

[1296] 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.

[1297] 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).

[1298] 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.

[1299] The control object 443 includes a display device, LEDs in the eyes, and motors for driving the arms, hands, and feet. The posture and gestures of the robot 414 are controlled by controlling the motors of the arms, hands, and feet. Some of the emotions of the robot 414 can be expressed by controlling these motors. In addition, the facial expressions of the robot 414 can also be expressed by controlling the light emission state of the LEDs in the eyes of the robot 414.

[1300] Fig. 8 shows an example of the main functions of the data processing device 12 and the robot 414. As shown in Fig. 8, 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.

[1301] 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.

[1302] 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.

[1303] In the robot 414, the processor 46 performs the reception output process. 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.

[1304] Next, a description will be given of the specific processing performed by the specific processing unit 290 of the data processing device 12. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1305] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, and a means for searching the database based on the criteria and displaying the results.

[1306] System Overview

[1307] This system mainly operates between three parties: the server, the terminal, and the user.

[1308] 1. Server:

[1309] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[1310] 2. Terminal:

[1311] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results.

[1312] 3. User:

[1313] The user is a parent who uses the system to select the most suitable childcare facility. Through an interactive interface, the user inputs selection criteria, checks search results, and finally selects the appropriate childcare facility.

[1314] Program Operation

[1315] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[1316] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[1317] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[1318] Specific examples

[1319] For example, if the user enters the following criteria:

[1320] Children's commuting distance: Within 2km

[1321] Opening hours: 7:30-18:00

[1322] School lunch: Yes

[1323] Educational policy: None

[1324] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in the database and notifies the user that the selection is complete.

[1325] The above is the basic form for implementing the system according to the present invention. This system can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[1326] The processing flow will be explained below.

[1327] Step 1:

[1328] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[1329] Step 2:

[1330] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[1331] Step 3:

[1332] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[1333] in particular:

[1334] Child's age

[1335] Desired commuting distance (e.g., within 2km)

[1336] Opening hours (e.g. 7:30-18:00)

[1337] Whether or not school lunches are provided (e.g., yes)

[1338] Educational policy (e.g. none)

[1339] Step 4:

[1340] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[1341] Step 5:

[1342] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[1343] SELECT FROM CHILD CARE FACILITY WHERE

[1344] distance <= 2 AND

[1345] Opening hours AND

[1346] Lunch provided

[1347] The database is searched based on this query.

[1348] Step 6:

[1349] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[1350] Step 7:

[1351] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[1352] Step 8:

[1353] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[1354] Step 9:

[1355] User: Check the list of childcare facilities provided and check the details. Check the opening hours, lunch details, educational policy, etc. of each facility. Finally, select the childcare facility that best suits you.

[1356] Step 10:

[1357] User: Confirm the selected childcare facility and click the "Select" button.

[1358] Step 11:

[1359] Terminal: Sends information about the childcare facility selected by the user to the server.

[1360] Step 12:

[1361] Server: Records the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[1362] Step 13:

[1363] Server: Generates a selection result notification and sends a selection completion notification to the user.

[1364] Step 14:

[1365] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[1366] Example 1

[1367] Next, a description will be given of Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1368] Conventional childcare facility selection systems have had the problem of placing a heavy burden on parents when selecting the most suitable childcare facility efficiently and simply. In particular, there has been a lack of systems that can provide accurate information while taking into account the different selection criteria of each parent. Previous systems have had difficulty in quickly and accurately searching and displaying information about childcare facilities.

[1369] 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.

[1370] In this invention, the server includes means for communicating with a data storage device containing information on childcare facilities, means for providing a digital interface for a user to input selection criteria for a childcare facility, and means for searching the data storage device based on the selection criteria input by the user and displaying the search results, thereby enabling parents to efficiently select the most suitable childcare facility.

[1371] "Childcare facility information" is detailed attribute information related to the childcare facility, such as the name, address, opening hours, whether or not meals are provided, and educational policy of the childcare facility.

[1372] "Data Storage Device" means computer hardware or storage devices used to store and access information about a child care facility.

[1373] A "means for communicating" is any device or software including a network and protocols for transmitting and receiving data between a server and a data storage device.

[1374] "Digital Interface" means a graphical or text-based interface on an electronic device through which a user enters child care facility selection criteria.

[1375] "Selection criteria" are the criteria and factors that users consider when selecting a childcare facility, and include commuting distance, opening hours, whether or not meals are provided, educational policy, etc.

[1376] A "search query" is a specific instruction or command for searching information in a data storage device based on selection criteria entered by a user.

[1377] A "search result" is a list of matching child care facility information returned from a data store based on a search query.

[1378] "Server" means a computer system that manages and processes the system, communicates with data storage devices, and responds to user requests.

[1379] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, personal computers, tablets, etc.

[1380] "Users" are parents and facility users who use the childcare facility selection system to select the most suitable childcare facility.

[1381] An "interactive interface" is an interactive digital interface that allows a user to interact with a system and provide input and choices.

[1382] MODE FOR CARRYING OUT THE INVENTION

[1383] The system of the present invention is designed to enable parents to efficiently select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The detailed configuration and implementation method of this system are described below.

[1384] System configuration

[1385] 1. Server

[1386] The server has a means for communicating with a data store containing information about childcare facilities. Specifically, the server connects to a relational database such as MySQL to store detailed facility information (such as name, address, opening hours, availability of lunch, educational policy, etc.). The server also uses hardware and software to search this database based on user selection criteria and process the results. The Python programming language is used to parse and execute search queries, and libraries such as mysql.connector are used to access the database.

[1387] 2. Terminal

[1388] The terminal is the device through which the user accesses and operates the system. It can be used on a variety of devices, including smartphones, personal computers, and tablets, and provides an interface built using HTML, CSS, and JavaScript on a browser. The terminal provides the user with an interactive interface, allowing them to enter selection criteria and display search results. Requests from the device to the server are processed asynchronously using technologies such as Ajax.

[1389] 3. Users

[1390] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria such as commute distance, opening hours, availability of school lunches, and educational policy. Once users input and submit their criteria, the server searches the database based on those criteria, and the returned results can be viewed. Users can then compare and consider the search results to select the most suitable childcare facility.

[1391] Specific examples

[1392] For example, if the user enters the following criteria:

[1393] Children's commuting distance: Within 2km

[1394] Opening hours: 7:30-18:00

[1395] School lunch: Yes

[1396] Educational policy: None

[1397] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. The user compares the two facilities and selects "Daycare Center A." The server saves the selection results in a data storage device and notifies the user that the selection is complete.

[1398] Prompt Sentence Examples

[1399] Here's an example prompt to search for childcare facilities:

[1400] Search for childcare facilities by:

[1401] Children's commuting distance: Within 2km

[1402] Opening hours: 7:30-18:00

[1403] School lunch: Yes

[1404] Educational policy: None

[1405] Please let me know the search results based on this.

[1406] The above is the basic form for implementing the system according to the present invention, which can significantly reduce the burden on parents when efficiently selecting the most suitable childcare facility.

[1407] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1408] Step 1: Initialize the server

[1409] When the server starts up, it establishes a database connection. Specifically, it connects to the MySQL database and loads information about the childcare facility. This information includes the name, address, opening hours, whether lunch is provided, educational policy, etc. The server stores this information in memory, allowing the server to access the database efficiently. The initialization completion status is recorded in the server log.

[1410] Input: Database connection information

[1411] Output: The childcare facility information is loaded into memory.

[1412] Specific behavior:

[1413] The server connects to the MySQL database using the mysql.connector .

[1414] Execute a SQL query to load all the data from the childcare facilities table and store it in memory as a Python list.

[1415] Step 2: User terminal access

[1416] The terminal receives access from the user and displays an interface for selecting childcare facilities. When the user accesses the system URL through a browser, the terminal sends a request to the server and loads the necessary HTML, CSS, and JavaScript files.

[1417] Input: User's access request

[1418] Output: HTML, CSS, and JavaScript to display the interface

[1419] Specific behavior:

[1420] A user accesses a system URL using Google Chrome.

[1421] The device sends a request to the server, and an interface built with HTML5 and JavaScript is displayed in the user's browser.

[1422] Step 3: Enter user selection criteria

[1423] The user uses the interface on the terminal to input selection criteria, such as commuting distance, opening hours, availability of school lunches, educational policy, etc.

[1424] Input: Selection criteria input by the user

[1425] Output: Input selection conditions

[1426] Specific behavior:

[1427] The user enters the child's commute distance, opening hours, and whether or not lunch is provided in the input fields of the interface.

[1428] Click the "Submit" button to send the selection criteria to the server.

[1429] Step 4: Parse conditions and execute database queries

[1430] The server receives the selection criteria sent by the user, generates a search query based on the criteria, and uses the generated query to search the database for childcare facilities that match the criteria.

[1431] Input: Selection criteria entered by the user

[1432] Output: A list of childcare facilities that match the criteria

[1433] Specific behavior:

[1434] The server constructs an SQL query like this:

[1435] sql

[1436] SELECT FROM childcare facility WHERE commuting distance <= 2 AND opening hours >= '7:30' AND opening hours <= '18:00' AND school lunch = 'yes'

[1437] After executing the query, data on childcare facilities that match the criteria is retrieved.

[1438] Step 5: Viewing search results

[1439] The terminal receives the search results sent back from the server and displays them to the user. Specifically, it provides the user with detailed information about each childcare facility in a list format.

[1440] Input: Search results returned from the server

[1441] Output: Search results list

[1442] Specific behavior:

[1443] Information about "Nursery School A" and "Kindergarten B" will be displayed on the device.

[1444] Details such as each facility's name, address, opening hours, whether or not they provide lunch, and educational policy are displayed in table format.

[1445] Step 6: Select a childcare facility

[1446] The user checks the displayed search results and selects the most suitable childcare facility. After making a selection, the user clicks the "Select" button to send the information about the selected facility to the server.

[1447] Input: Select facility from search results

[1448] Output: Information about selected childcare facilities

[1449] Specific behavior:

[1450] The user clicks on the details for "Nursery School A" to display more details.

[1451] Finally, select "Nursery School A" and click the "Select" button.

[1452] Step 7: Notification of selection results

[1453] The server records the information of the selected childcare facility in a database and notifies the user when the selection is complete. By saving the selection results, the history can be referenced in the future.

[1454] Input: Selected childcare facility information

[1455] Output: Saving the selection results and notifying the user

[1456] Specific behavior:

[1457] The server executes the following SQL query to store the election results in the database:

[1458] sql

[1459] INSERT INTO Selection History (User ID, Childcare Facility ID, Selection Date and Time) VALUES (12345, 'Childcare Facility A', NOW())

[1460] The server uses an email sending service to send a selection completion notice to the user.

[1461] (Application example 1)

[1462] Next, a description will be given of Application Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1463] Finding the best childcare facility for parents is a time-consuming and difficult task. Existing systems are inefficient because they only provide information about childcare facilities, and parents must review and compare multiple pieces of information themselves. Another problem is that there are few ways to check detailed information or the local situation without physically visiting the facility.

[1464] 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.

[1465] In this invention, the server includes means for communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, means installed on a smart device for displaying the locations and information of childcare facilities using augmented reality technology, and means for presenting recommendation results generated by an AI model as a result of the above, allowing parents to efficiently and easily obtain detailed information and select the most suitable childcare facility.

[1466] A "childcare facility" is a facility that provides daycare and education for children.

[1467] A "database" is an electronic record system for systematically organizing and storing information about childcare facilities.

[1468] "Means" refers to a method or device for achieving a particular purpose.

[1469] An "interface" is a screen or input device that allows a user to interact with a system.

[1470] "Selection conditions" are the criteria and requirements that a user specifies when searching for a childcare facility.

[1471] "Augmented reality (AR) technology" is a technology that displays virtual information such as computer graphics overlaid on the actual environment.

[1472] A "smart device" is a portable electronic device that can connect to the Internet.

[1473] A "generative AI model" is a program that uses artificial intelligence to automatically generate information and recommendations that meet user needs.

[1474] The "recommendation result" is information indicating the most suitable childcare facility based on the user's selection criteria.

[1475] The system of this invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. This system mainly operates between three parties: a server, a terminal, and a user. The specific configuration and operation of the system are described below.

[1476] First, the server plays a central role, providing an interface for communicating with a database containing information about childcare facilities. The server uses a Python web framework called Flask, and the database stores attribute information such as the name, address, opening hours, whether or not the facility provides lunch, and educational policy. When the system starts up, the server connects to the database and stores the information about the childcare facility in memory.

[1477] The terminal is used by users to actually access and operate the system, and can be used with multiple devices, including smartphones and smart glasses. An interface is displayed on the terminal, allowing users to input selection criteria for childcare facilities. Through this interface, users can input selection criteria (e.g., distance to child's commute, opening hours, availability of school lunches, educational policy, etc.). The smart glasses also have the function of visually displaying the actual location and information of childcare facilities using augmented reality (AR) technology.

[1478] When a user enters their selection criteria, the information is sent to the server. The server analyzes the criteria and executes a search query against the database. This query generates a list of childcare facilities that match the criteria, and the results are sent back to the device. The device receives this and presents the search results to the user. The system also incorporates a generative AI model, which has the ability to recommend the most suitable childcare facility based on the user's selection criteria.

[1479] Next, when users select a childcare facility based on the search results, the smart glasses can utilize AR functionality to overlay local information and virtual directions for the facility, allowing parents to obtain detailed information without having to physically visit the facility.

[1480] As a specific example of use, consider the case where the user inputs the following conditions:

[1481] Children's commuting distance: Within 2km

[1482] Opening hours: 7:30-18:00

[1483] School lunch: Yes

[1484] Educational policy: None

[1485] Based on these criteria, the server searches its database and lists childcare facilities that meet the criteria. As a result, for example, "Childcare Facility A" and "Kindergarten Facility B" are displayed, and specific details are provided on the device. The user can select the most suitable childcare facility based on this information and also refer to the recommendations made by the generative AI model.

[1486] An example of a prompt sentence is as follows:

[1487] Search for childcare facilities using the following criteria:

[1488] Commuting distance: Within 2km

[1489] Opening hours: 7:30-18:00

[1490] School lunch: Yes

[1491] Educational policy: None in particular

[1492] As described above, the system according to the present invention enables parents to efficiently select the most suitable childcare facility that meets their own requirements.

[1493] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1494] Step 1:

[1495] The user launches the childcare facility search app using a device (smartphone or smart glasses). The user then inputs selection criteria (e.g., commuting distance, opening hours, availability of school lunches, educational policy) through an interactive interface. The input selection criteria are sent from the device to the server.

[1496] Step 2:

[1497] The server receives the selection criteria sent by the user and generates a search query against the database to find childcare facilities that match the criteria. Specifically, the server uses the Flask web framework to retrieve information about childcare facilities that match the criteria from the database in JSON format.

[1498] Step 3:

[1499] The server aggregates the search results and generates a list of childcare facilities that meet the criteria. The list includes the name, address, opening hours, whether or not they provide lunch, educational policy, etc. of each facility. This list is then sent back to the device.

[1500] Step 4:

[1501] The device will then present the search results received from the server to the user. The user can review the list and view detailed information as needed. In the case of smart glasses, augmented reality (AR) technology is used to visually display the location and information of childcare facilities.

[1502] Step 5:

[1503] The generative AI model recommends optimal childcare facilities based on the user's selection criteria and past search data. These recommendations are provided as reference information for the user when selecting the optimal facility.

[1504] Step 6:

[1505] The user selects the most suitable childcare facility based on the search results and recommendations, and confirms the selection. The selection result is sent from the terminal to the server, which records the information in a database.

[1506] Step 7:

[1507] Based on the selection results, the server sends a notification of selection completion to the user, which completes the user selection and allows them to proceed to the next step.

[1508] The above are the specific processing steps of the system according to the present invention. The specific operations performed at each step support efficient selection of childcare facilities through user interaction, server search and data processing, and recommendations by the generative AI model.

[1509] 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.

[1510] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system includes a database containing information on childcare facilities, an interface for users to input criteria for selecting a childcare facility, an emotion engine (means for recognizing user emotions), and a means for searching the database based on the selection criteria and displaying the results.

[1511] System Overview

[1512] This system mainly operates between three parties: the server, the terminal, and the user.

[1513] 1. Server:

[1514] The server maintains the information of childcare facilities in a database and is responsible for searching and updating that information. When the system starts up, the server establishes a database connection and loads the information of the childcare facilities. The information of the childcare facilities includes attributes such as the name, address, opening hours, whether or not they provide lunch, and their educational policy.

[1515] 2. Terminal:

[1516] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, PCs, and tablets. The terminal provides the user with an interactive interface, allowing them to input criteria for selecting childcare facilities and displaying the results. The terminal also has a built-in emotion engine that identifies the user's emotions using facial recognition and voice analysis.

[1517] 3. User:

[1518] Users are parents who use the system to select the most suitable childcare facility. Through an interactive interface, users input selection criteria, review search results, and finally select a suitable facility. The emotion engine analyzes the user's emotions in real time and suggests modifications to the selection criteria based on the user's emotions.

[1519] Program Operation

[1520] When the system starts up, the server reads information about childcare facilities from the database and stores it in memory. The terminal receives access from the user and displays a screen through the interface that allows the user to start selecting a childcare facility. The user enters selection criteria such as the child's age, distance to the facility, opening hours, whether or not the facility provides lunch, and educational policy.

[1521] The server then analyzes the user's submitted selection criteria and executes a search query against the database, resulting in a list of childcare facilities that match the criteria. The server then returns the search results to the user's device.

[1522] The terminal receives this and presents the search results to the user. The user can then review the results, check detailed information, and proceed with the process of selecting the most suitable childcare facility. The server then records the information of the selected childcare facility and notifies the user of the selection result.

[1523] The emotion engine analyzes the user's emotions in real time, and if the user is feeling stressed, it automatically suggests modifying the selection conditions that may be causing the stress. For example, if the commute distance is too short and there are few options, it will suggest slightly extending the distance.

[1524] Specific examples

[1525] For example, if the user enters the following criteria:

[1526] Children's commuting distance: Within 2km

[1527] Opening hours: 7:30-18:00

[1528] School lunch: Yes

[1529] Educational policy: None

[1530] Based on these conditions, the server queries the database and lists "Daycare Center A" and "Kindergarten B" as childcare facilities that meet the conditions. The device displays this list on the user's screen and provides detailed information about each facility. If the user feels stressed while checking the facilities, the emotion engine detects this and makes a suggestion, for example, to "keep the commute distance within 3km." If the user accepts the suggestion, the search is performed again and new results are presented.

[1531] The user compares both facilities and selects "Daycare Center A." The server saves the selection results in a database and notifies the user that the selection is complete.

[1532] The above is the basic form for implementing the system of the present invention. This system significantly reduces the burden on parents when efficiently selecting the most suitable childcare facility, and furthermore, by flexibly suggesting modifications to the selection criteria in response to the user's feelings, it is possible to realize a more stress-free selection process.

[1533] The processing flow will be explained below.

[1534] Step 1:

[1535] Server: When the system starts up, it establishes a database connection and loads the childcare facility information, including attributes such as the facility's name, address, opening hours, whether it serves lunch, and educational policy. The information is kept in memory for quick retrieval.

[1536] Step 2:

[1537] Terminal: When the user accesses the terminal, the initial screen is displayed. The screen has a "Start selecting a kindergarten" button, which allows the user to start the selection process.

[1538] Step 3:

[1539] User: Click the "Start kindergarten selection" button on the initial screen. Next, enter the child's profile and selection criteria in the interface that appears.

[1540] in particular:

[1541] Child's age

[1542] Desired commuting distance (e.g., within 2km)

[1543] Opening hours (e.g. 7:30-18:00)

[1544] Whether or not school lunches are provided (e.g., yes)

[1545] Educational policy (e.g. none)

[1546] Step 4:

[1547] Terminal: Sends the user's input conditions to the server. These conditions are formatted in JSON format or similar and sent to the server via API.

[1548] Step 5:

[1549] Server: Analyzes the selection criteria received from the user and generates a search query for the database. For example, it creates a query like this:

[1550] SELECT FROM CHILD CARE FACILITY WHERE

[1551] distance <= 2 AND

[1552] Opening hours AND

[1553] Lunch provided

[1554] The database is searched based on this query.

[1555] Step 6:

[1556] Server: Obtains search results and lists childcare facilities that match the criteria. For example, if "Nursery School A" and "Kindergarten B" match the criteria, a list containing detailed information about each facility is created.

[1557] Step 7:

[1558] Server: Formats the information about the listed childcare facilities in JSON format or other formats and sends it to the terminal.

[1559] Step 8:

[1560] Terminal: Receives the list of childcare facilities sent from the server and displays it on the interface. The user is shown a list of childcare facilities that meet the criteria and can check detailed information about each facility.

[1561] Step 9:

[1562] User: Review the list of childcare facilities provided and check the details, including opening hours, meal details, and educational policies for each facility.

[1563] Step 10:

[1564] Device: The emotion engine runs and analyzes the user's emotions in real time from their facial expressions and voice. For example, if the user is feeling stressed, additional suggestions can be made based on that information.

[1565] Step 11:

[1566] Device: The emotion engine analyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria that may be the cause of the stress. For example, extending the commuting distance from 2km to 3km.

[1567] Step 12:

[1568] User: Receives the suggestion from the emotion engine and decides whether to accept it. If accepted, modifies the selection criteria and searches again.

[1569] Step 13:

[1570] Server: Generates a new search query based on the revised criteria and searches the database. A new list of childcare facilities is created using the same process and sent to the device.

[1571] Step 14:

[1572] Device: The user is presented with new search results and is guided through the process of selecting the best childcare facility.

[1573] Step 15:

[1574] User: Select the most suitable childcare facility and click the "Select" button.

[1575] Step 16:

[1576] Terminal: Sends information about the childcare facility selected by the user to the server.

[1577] Step 17:

[1578] Server: Record the selection results in the database. The user ID and the selected childcare facility ID are associated and saved.

[1579] Step 18:

[1580] Server: Generates a selection result notification and sends a selection completion notification to the user.

[1581] Step 19:

[1582] Terminal: Receives notification that selection is complete and displays a message to the user saying "Selection is complete." This completes the selection process.

[1583] Example 2

[1584] Next, a description will be given of Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1585] In modern society, parents find it difficult to select the most suitable childcare facility amid information overload and busy lifestyles. Furthermore, systems that mechanically provide search results without considering the parents' stress or emotional state often fail to allow for optimal selection. The present invention aims to provide a system that allows parents to efficiently, easily, and stress-free select the most suitable childcare facility.

[1586] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for communicating with a database containing information on childcare facilities, a means for providing an interface for a user to input selection criteria for childcare facilities, a means for searching the database based on the selection criteria input by the user and displaying the search results, a means for identifying the user's emotions, and a means for suggesting modifications to the selection criteria based on the emotions. This allows parents to efficiently and easily select the most suitable childcare facility, and also enables flexible suggestions that take the user's emotional state into consideration.

[1587] "Childcare facility" means a facility dedicated to the education and care of children.

[1588] A "database" is an information management system that stores information about childcare facilities in a structured manner and allows access and searching.

[1589] "Interface" refers to the means by which a user interacts with the system, such as a screen or form for entering criteria for selecting a childcare facility, or related operating elements.

[1590] "Emotion engine" refers to a combination of software and hardware that uses facial recognition and voice analysis to identify a user's emotions.

[1591] A "search query" is an instruction or series of instructions used to search a database based on user-entered selection criteria.

[1592] "Selection criteria" refers to multiple attributes and requirements that users use as criteria when selecting a childcare facility.

[1593] "Modification suggestions" refers to suggestions for changing the selection conditions based on the user's feelings, and is a support function that helps the user obtain a more satisfactory selection result.

[1594] "User" refers to individuals, primarily parents, who use the system to select childcare facilities.

[1595] A "server" is a central computer responsible for managing and processing data for the entire system, communicating with the database and executing search queries.

[1596] A "terminal" is a device that a user uses to access and operate the system, and includes smartphones, PCs, tablets, etc.

[1597] The system of the present invention is designed to enable parents to efficiently and easily select the most suitable childcare facility. The system mainly operates among three parties: a server, a terminal, and a user.

[1598] First, the server is responsible for communicating with a database containing information about childcare facilities. When the system starts up, the server establishes a database connection and loads the information about each facility. This information includes the name, address, opening hours, whether or not lunch is provided, educational policy, etc. The database uses PostgreSQL, which allows for efficient data storage and retrieval.

[1599] Next, the terminal is the device through which the user actually accesses and operates the system. The terminal is compatible with a variety of devices, including smartphones, PCs, and tablets, and provides the user with an interactive interface. This interface includes a form for entering selection criteria for childcare facilities, and is implemented as a React-based web application. Once the user enters the criteria, the selection process begins.

[1600] Additionally, the device is equipped with an emotion engine that uses facial recognition and voice analysis to identify the user's emotions. The emotion engine uses OpenCV and Azure Cognitive Services to analyze the user's emotional state in real time. This allows the device to suggest adjustments to the selection criteria based on the user's emotions if they are feeling stressed.

[1601] When a user enters search criteria, the server generates a database search query based on the criteria and executes the search. Specifically, the server creates a query using Python's SQLAlchemy and lists childcare facilities that match the criteria. The server then sends the search results to the device, which then presents them to the user.

[1602] The device uses React to render a list of search results and provide the user with detailed information about each childcare facility. For example, if the user enters the following search criteria:

[1603] Commuting distance: Within 2km

[1604] Opening hours: 7:30-18:00

[1605] Lunch: Yes

[1606] Educational policy: None in particular

[1607] The server searches the database based on these conditions and lists facilities such as "Nursery School A" and "Kindergarten B." If the emotion engine detects stress in the user while checking the facilities, it will make a suggestion, for example, to "extend the commuting distance to within 3km."

[1608] Once the user has finally selected the appropriate childcare facility, the server saves the results in a database and notifies the user that the selection is complete, allowing the user to select the optimal childcare facility efficiently and stress-free.

[1609] Prompt Sentence Examples

[1610] Example inputs to a generative AI model:

[1611] "I would like to design a system that will create a list of optimal childcare facilities based on the selection criteria, and then suggest modifications based on the user's emotions. Please explain the specific operation flow and processing details using an interface, database search, and emotion engine."

[1612] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1613] Step 1:

[1614] When the server starts up, it connects to a database containing information about childcare facilities. Specifically, it establishes a connection to the PostgreSQL database and loads the childcare facility information. This information includes each facility's name, address, opening hours, whether or not they offer lunch, and their educational policy. The input is a system startup command, and the output is the childcare facility information stored in memory.

[1615] Step 2:

[1616] The device displays an interface to the user. A React-based web application is launched, displaying a form for entering criteria for selecting a childcare facility. The input is operational commands from the parent, and the output is a selection criteria input screen. Specifically, the form includes fields such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy.

[1617] Step 3:

[1618] The user inputs the selection criteria. Specific selection criteria are entered into the terminal through a form. For example, conditions such as commuting distance, opening hours, and whether or not lunch is provided are entered. The input is the selection criteria entered by the user into the form, and the output is the transmission of the selection criteria.

[1619] Step 4:

[1620] The device launches an emotion engine, which performs facial recognition and voice analysis of the user to identify their emotions. It uses OpenCV and Azure Cognitive Services to analyze the user's real-time emotional state. The input is the user's facial image and voice data, and the output is the analyzed emotion data.

[1621] Step 5:

[1622] The server receives the selection criteria sent by the user and generates a database search query. It uses Python's SQLAlchemy to create a query appropriate for the selection criteria. The input is the user's selection criteria and the output is a database query.

[1623] Step 6:

[1624] The server executes a database search query to list childcare facilities that match the criteria. It queries the PostgreSQL database to retrieve facility information that matches the criteria. The input is the generated database query, and the output is a list of childcare facilities that match the criteria.

[1625] Step 7:

[1626] The server sends the extracted list of childcare facilities to the terminal. The input is a list of childcare facilities that meet the conditions, and the output is data transmission to the terminal.

[1627] Step 8:

[1628] The device receives the list of childcare facilities and displays it to the user using a React-based UI. The input is the list of childcare facilities received from the server, and the output is the list displayed to the user. For example, a list of "Nursery School A" and "Kindergarten B" is displayed, and detailed information about each is provided.

[1629] Step 9:

[1630] The emotion engine reanalyzes the user's emotions and, if the user is feeling stressed, suggests modifying the selection criteria. For example, it suggests increasing the commute distance to school. The input is the user's emotional data, and the output is a suggested modification.

[1631] Step 10:

[1632] The user selects the most suitable childcare facility. They check the selected facility and press the confirm button. The input is the user's final selection command, and the output is the selection result.

[1633] Step 11:

[1634] The server saves the final selection result in a database and sends a notification to the user that the selection is complete. The input is the user's selection result, and the output is saving it in the database and notifying the user.

[1635] The above is the flow of specific processing steps of the program of this system.

[1636] (Application example 2)

[1637] Next, a description will be given of Application Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1638] Conventional childcare facility selection systems make it difficult for parents to quickly and accurately select the most suitable childcare facility. Furthermore, the selection process can be burdensome for users because the selection criteria are not flexibly adjusted to take into account the parents' emotions and stress levels.

[1639] The identification process by the identification 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 communicating with a database containing information on childcare facilities, means for providing an interface for a user to input selection criteria for a childcare facility, means for searching the database based on the selection criteria input by the user and displaying the search results, and means for analyzing the user's emotions and adjusting the selection criteria based on the results. This enables parents to efficiently and easily select the most suitable childcare facility, and reduces the burden of the selection process because the selection criteria can be flexibly adjusted according to the user's emotions.

[1640] A "childcare facility" is a facility that provides protection and education to infants and children.

[1641] A "database" is a collection of information that systematically collects and stores information about childcare facilities and can be searched as needed.

[1642] A "means for communication" is a means by which a database and other systems or devices exchange data with each other.

[1643] An "interface" is an input device and screen display means used by a user to input selection conditions and information into the system.

[1644] "Selection conditions" are various standards and conditions that a user considers when selecting a childcare facility.

[1645] "Means for analyzing emotions" refers to technology or devices that read emotions from the user's facial expressions, voice, etc., and determine their state.

[1646] "Adjustment means" refers to a method or process for appropriately changing or correcting the selection criteria based on the results of sentiment analysis.

[1647] The "search results" are a list of information about childcare facilities retrieved from the database based on the conditions entered by the user.

[1648] The "means of selection" refers to the method or process by which the user selects the most suitable childcare facility from the presented facilities.

[1649] The system for implementing this invention includes the following main components: a server, a terminal, and a user. The detailed roles and operations of each component are described below.

[1650] 1. Server

[1651] The server maintains a database containing information about childcare facilities and is responsible for searching the database based on user selection criteria. The server establishes a database connection and loads the facility information, including the facility's name, address, opening hours, whether or not it provides lunch, and educational policy. The server analyzes the user's selection criteria, lists facilities in the database that match the criteria, and returns the search results to the user's device.

[1652] 2. Terminal

[1653] The terminal is the device through which the user actually accesses and operates the system. It can be used on a variety of devices, including smartphones, tablets, and PCs. The terminal provides the user with an interactive interface, allowing them to input selection criteria and display the results. The terminal also incorporates an emotion engine that analyzes the user's emotions in real time using facial recognition and voice analysis. The emotion engine analyzes the user's emotions and adjusts the selection criteria based on the results.

[1654] 3. Users

[1655] Users are parents who use this system to select the most suitable childcare facility. Using a terminal, users input selection criteria such as the child's age, commuting distance, opening hours, whether or not school lunches are provided, and educational policy. They then check the search results displayed on the terminal, compare the detailed information, and select the most suitable childcare facility. The emotion engine analyzes the user's emotions, and if, for example, the user is feeling stressed, the selection criteria are automatically adjusted and the search is repeated.

[1656] Hardware and Software Use Cases

[1657] Hardware: A smartphone or tablet with a camera

[1658] Software: Flask (a Python-based web framework), SQLite (a database management system), OpenCV (an image processing library), Keras (a model for sentiment analysis)

[1659] Specific examples

[1660] For example, if the user enters the following criteria:

[1661] Children's commuting distance: Within 2km

[1662] Opening hours: 7:30-18:00

[1663] School lunch: Yes

[1664] Educational policy: None

[1665] The server searches its database based on these conditions and lists childcare facilities that meet the criteria. Detailed information about the listed facilities is displayed on the user's device. If the user feels stressed while checking facilities, the emotion engine detects this and suggests, for example, extending the commuting distance to within 3km. If the user accepts this suggestion, the server will search again and present new results.

[1666] Prompt Sentence Examples

[1667] An example prompt might look like this:

[1668] "Create an application that uses a camera to analyze the user's face in real time after the user enters a product category and price range, and adjusts the search criteria if there are signs of stress. For example, include a function that, after detecting the user's stress, expands the price range and suggests new products. Please provide specific code examples using Python, Flask, OpenCV, Keras, and SQLite."

[1669] In this way, the embodiment of this invention makes it possible to efficiently and easily select the most suitable childcare facility, and furthermore, since conditions can be adjusted based on the user's feelings, the burden of the selection process is reduced and the user experience is improved.

[1670] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1671] Step 1:

[1672] The user operates the terminal to input the selection criteria for the childcare facility. The input items include the distance to the facility, opening hours, whether or not the facility provides lunch, educational policy, etc. The terminal receives these selection criteria and generates a query for database search.

[1673] Input: Selection criteria entered by the user (distance to school, opening hours, availability of school lunches, educational policy)

[1674] Data processing: Generate search queries based on the selection criteria

[1675] Output: Generated search query

[1676] Step 2:

[1677] The device sends the generated search query to the server, which searches the database based on the received query and creates a list of childcare facilities that match the criteria.

[1678] Input: Search query

[1679] Data calculation: database search

[1680] Output: A list of childcare facilities that match the criteria

[1681] Step 3:

[1682] The server sends the search results to the terminal, which displays the received search results to the user and provides detailed information about each childcare facility.

[1683] Input: List of childcare facilities

[1684] Data processing: Generating data for displaying search results

[1685] Output: A list of childcare facilities and their details displayed to the user

[1686] Step 4:

[1687] While the user is checking the facility details, the device's camera captures the user's facial expressions in real time, and the device preprocesses the captured images and inputs them into the emotion engine.

[1688] Input: User facial expression image

[1689] Data processing: Image preprocessing (grayscale conversion, resizing)

[1690] Output: Preprocessed image

[1691] Step 5:

[1692] The device's emotion engine analyzes the pre-processed images to recognize the user's emotions, using emotion analysis models to identify signs of stress or anxiety.

[1693] Input: Preprocessed image

[1694] Data Computing: Emotion Recognition with Emotion Analysis Models

[1695] Output: A label of the recognized emotion (e.g., stress)

[1696] Step 6:

[1697] The device will then automatically determine whether it needs to adjust the selection criteria based on the recognized emotions, and if stress is detected, it will adjust the criteria, such as extending the maximum commuting distance.

[1698] Input: Recognized emotion label

[1699] Data calculation: Reevaluate and adjust selection criteria

[1700] Output: Adjusted selection criteria

[1701] Step 7:

[1702] The server searches the database again based on the new selection criteria, generates an updated list of childcare facilities, and the terminal presents the results of the re-search to the user.

[1703] Input: Adjusted selection criteria

[1704] Data calculation: Search again

[1705] Output: Updated list of childcare facilities

[1706] Step 8:

[1707] The user then selects the most suitable facility from the displayed childcare facilities. The server records the information of the selected facility and notifies the user that the selection is complete.

[1708] Input: The final selected childcare facility

[1709] Data processing: Saving selection results

[1710] Output: Notification of selection completion

[1711] The above are the specific processing steps for implementing this invention. At each step, data for proceeding to the next step is generated based on the user's input and calculation results, and finally, the process of the user selecting the most suitable childcare facility is completed.

[1712] The specific processing unit 290 transmits the result of the specific processing to the robot 414. In the robot 414, the control unit 46A causes the speaker 240 and the control target 443 to output the result of the specific processing. The microphone 238 acquires voice indicating a user input regarding the result of the specific processing. The control unit 46A transmits voice 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 voice data.

[1713] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (Internet Search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search <url: https: gemini.google.com ?hl="ja">) 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.

[1714] In the above embodiment, an example was given in which the specific processing is performed by the data processing device 12, but the technology of the present disclosure is not limited to this, and the specific processing may be performed by the robot 414.

[1715] The emotion identification model 59 as an emotion engine may determine the user's emotion according to a specific mapping. Specifically, the emotion identification model 59 may determine the user's emotion according to an emotion map (see FIG. 9), which is a specific mapping. Similarly, the emotion identification model 59 may determine the robot's emotion, and the identification processing unit 290 may perform identification processing using the robot's emotion.

[1716] FIG. 9 is a diagram illustrating an emotion map 400 on which multiple emotions are mapped. In the emotion map 400, emotions are arranged in concentric circles radiating from the center. Emotions closer to the center of the concentric circles are more primitive. Emotions representing states and actions arising from a state of mind are arranged on the outer edges of the concentric circles. The concept of emotion includes both affect and mental states. Emotions generally generated from reactions occurring in the brain are arranged on the left side of the concentric circles. Emotions generally induced by situational judgment are arranged on the right side of the concentric circles. Emotions generally generated from reactions occurring in the brain and induced by situational judgment are arranged on the upper and lower sides of the concentric circles. Furthermore, the emotion of "pleasure" is arranged on the upper side of the concentric circles, and the emotion of "discomfort" is arranged on the lower side. In this way, in the emotion map 400, multiple emotions are mapped based on the structure by which emotions are generated, and emotions that tend to occur simultaneously are mapped close to each other.

[1717] These emotions are distributed in the 3 o'clock direction on emotion map 400, and typically fluctuate between relief and anxiety. In the right half of emotion map 400, situational awareness dominates over internal sensations, resulting in a sense of calm.

[1718] The inside of emotion map 400 represents what is going on in the mind, and the outside of emotion map 400 represents behavior, so the further you go outside emotion map 400, the more visible the emotions become (the more they are expressed in behavior).

[1719] Human emotions are based on various balances, such as posture and blood sugar levels. When these balances deviate from the ideal, a state of discomfort is indicated, and when they approach the ideal, a state of pleasure is indicated. Emotions can also be created for robots, automobiles, and motorcycles, based on various balances, such as posture and remaining battery life. When these balances deviate from the ideal, a state of discomfort is indicated, and when they approach the ideal, a state of pleasure is indicated. An emotion map can be generated, for example, based on Dr. Mitsuyoshi's emotion map (Research on Voice Emotion Recognition and Emotional Brain Physiological Signal Analysis Systems, Tokushima University, Doctoral Dissertation: https: / / ci.nii.ac.jp / naid / 500000375379). The left half of the emotion map lists emotions belonging to the "reaction" domain, where sensation is dominant. The right half of the emotion map lists emotions belonging to the "situation" domain, where situational awareness is dominant.

[1720] The emotion map defines two emotions that promote learning. One is a negative emotion on the situation side, around the middle of "repentance" or "reflection." In other words, this occurs when the robot experiences negative emotions such as "I never want to feel this way again" or "I don't want to be scolded again." The other is a positive emotion on the response side, around "desire." In other words, this occurs when the robot experiences positive feelings such as "I want more" or "I want to know more."

[1721] The emotion identification model 59 inputs user input into a pre-trained neural network, obtains emotion values ​​indicating each emotion shown in the emotion map 400, and determines the user's emotion. This neural network is pre-trained based on multiple pieces of training data that are combinations of user input and emotion values ​​indicating each emotion shown in the emotion map 400. Furthermore, this neural network is trained so that emotions that are located close to each other have similar values, as in the emotion map 900 shown in FIG. 10. FIG. 10 shows an example in which multiple emotions, "relieved," "calm," and "reassuring," have similar emotion values.

[1722] The system according to the present disclosure has been described above mainly with respect to the functions of the data processing device 12, but the system according to the present disclosure is not necessarily implemented on a server. The system according to the present disclosure may be implemented as a general information processing system. The present disclosure may be implemented, for example, as a software program running on a personal computer or an application running on a smartphone, etc. The method according to the present disclosure may be provided to users in the form of SaaS (Software as a Service).

[1723] In the above embodiment, an example was given in which the specific processing is performed by one computer 22, but the technology of the present disclosure is not limited to this, and the specific processing may be distributed and performed by a plurality of computers including the computer 22. For example, the data generation model 58 may be provided in an external device of the data processing device 12, and data may be generated in the external device in accordance with input data.

[1724] In the above embodiment, an example in which the specific processing program 56 is stored in the storage 32 has been described, but the technology of the present disclosure is not limited to this. For example, the specific processing program 56 may be stored in a portable, computer-readable, non-transitory storage medium such as a USB (Universal Serial Bus) memory. The specific processing program 56 stored in the non-transitory storage medium is installed in the computer 22 of the data processing device 12. The processor 28 executes the specific processing in accordance with the specific processing program 56.

[1725] Alternatively, the specific processing program 56 may be stored in a storage device such as a server connected to the data processing device 12 via the network 54, and the specific processing program 56 may be downloaded and installed on the computer 22 in response to a request from the data processing device 12.

[1726] It is not necessary to store all of the specific processing program 56 in a storage device such as a server connected to the data processing device 12 via the network 54, or to store all of the specific processing program 56 in the storage 32; only a portion of the specific processing program 56 may be stored.

[1727] The hardware resource for executing a specific process can be any of the following processors: An example of a processor is a CPU, which is a general-purpose processor that functions as a hardware resource for executing a specific process by executing software, i.e., a program. Another example of a processor is a dedicated electrical circuit, such as an FPGA (Field-Programmable Gate Array), a PLD (Programmable Logic Device), or an ASIC (Application Specific Integrated Circuit), which is a processor with a circuit configuration designed specifically for executing a specific process. Each processor has built-in or connected memory, and each processor uses the memory to execute the specific process.

[1728] The hardware resource that executes the specific processing may be configured with one of these various processors, or may be configured with a combination of two or more processors of the same or different types (for example, a combination of multiple FPGAs, or a combination of a CPU and an FPGA). Also, the hardware resource that executes the specific processing may be a single processor.

[1729] As an example of a system configured with a single processor, first, one processor is configured by combining one or more CPUs and software, and this processor functions as a hardware resource that executes a specific process. Second, there is a system that uses a processor that realizes the functions of an entire system including multiple hardware resources that execute a specific process on a single IC chip, as typified by SoC (System-on-a-chip). In this way, a specific process is realized using one or more of the above-mentioned various processors as hardware resources.

[1730] Furthermore, the hardware structure of these various processors can be, more specifically, an electric circuit that combines circuit elements such as semiconductor devices. The specific processing described above is merely an example. Therefore, it goes without saying that unnecessary steps may be deleted, new steps may be added, or the processing order may be rearranged, without departing from the spirit of the invention.

[1731] The above-described description and illustrations are a detailed explanation of the parts related to the technology of the present disclosure and are merely an example of the technology of the present disclosure. For example, the above description of the configuration, functions, actions, and effects is an explanation of an example of the configuration, functions, actions, and effects of the parts related to the technology of the present disclosure. Therefore, it goes without saying that unnecessary parts may be deleted, new elements may be added, or replacements may be made to the above-described description and illustrations within the scope of the gist of the technology of the present disclosure. Furthermore, to avoid confusion and facilitate understanding of the parts related to the technology of the present disclosure, the above-described description and illustrations omit explanations of common technical knowledge that do not require particular explanation to enable the implementation of the technology of the present disclosure.

[1732] All publications, patent applications, and technical standards mentioned in this specification are herein incorporated by reference to the same extent as if each individual publication, patent application, or technical standard was specifically and individually indicated to be incorporated by reference.

[1733] The following is further disclosed regarding the above embodiment.

[1734] (Claim 1)

[1735] means for communicating with a database containing child care facility information;

[1736] means for providing an interface for a user to input selection criteria for a childcare facility;

[1737] a means for searching the database based on selection criteria input by a user and displaying the search results;

[1738] A system including:

[1739] (Claim 2)

[1740] The system of claim 1 further comprising means for a user to select a child care facility based on the search results.

[1741] (Claim 3)

[1742] 2. The system according to claim 1, wherein the selection conditions input by the user include commuting distance, opening hours, availability of school lunches, and educational policy.

[1743] "Example 1"

[1744] (Claim 1)

[1745] means for communicating with a data store containing information about the child care facility;

[1746] means for providing a digital interface for a user to input criteria for selecting a childcare facility;

[1747] means for searching said data storage device based on selection criteria input by a user and displaying the search results;

[1748] a means for the server to read information about the childcare facility from the data storage device when the system is started and store it in memory;

[1749] A means for the terminal to input selection conditions from the user through an interactive interface and transmit the input conditions to the server;

[1750] means for the server to execute a search query on the data storage device based on the selection criteria and to list child care facilities that meet the criteria;

[1751] a means for the terminal to display search results from the server to the user and provide detailed information;

[1752] A means for the user to select the most suitable childcare facility, and the server to record and notify the information;

[1753] A system including:

[1754] (Claim 2)

[1755] 10. The system of claim 1, further comprising means for a user to select a child care facility based on the search results.

[1756] (Claim 3)

[1757] 2. The system according to claim 1, wherein the selection conditions input by the user include commuting distance, opening hours, availability of school lunches, and educational policy.

[1758] "Application Example 1"

[1759] (Claim 1)

[1760] means for communicating with a database containing child care facility information;

[1761] means for providing an interface for a user to input selection criteria for a childcare facility;

[1762] a means for searching the database based on selection criteria input by a user and displaying the search results;

[1763] a means to be installed on a smart device and to display the location and information of childcare facilities using augmented reality technology;

[1764] A means for presenting recommendation results generated by the AI ​​model;

[1765] A system including:

[1766] (Claim 2)

[1767] The system of claim 1 further comprising means for a user to select a child care facility based on the search results.

[1768] (Claim 3)

[1769] 2. The system according to claim 1, wherein the selection conditions input by the user include commuting distance, opening hours, availability of school lunches, and educational policy.

[1770] "Example 2: Combining Emotion Engines"

[1771] (Claim 1)

[1772] means for communicating with a database containing child care facility information;

[1773] means for providing an interface for a user to input selection criteria for a childcare facility;

[1774] a means for searching the database based on selection criteria input by a user and displaying the search results;

[1775] means for identifying a user's emotion;

[1776] A means for suggesting a modification of the selection conditions based on the emotion;

[1777] A system including:

[1778] (Claim 2)

[1779] The system of claim 1 further comprising means for a user to select a child care facility based on the search results.

[1780] (Claim 3)

[1781] 2. The system according to claim 1, wherein the selection conditions input by the user include commuting distance, opening hours, availability of school lunches, and educational policy.

[1782] (Claim 4)

[1783] 10. The system of claim 1, wherein the means for identifying emotions uses facial recognition or voice analysis.

[1784] (Claim 5)

[1785] 2. The system according to claim 1, wherein the suggestion to modify the selection conditions is made to reduce stress on the user.

[1786] "Application example 2 when combining emotion engines"

[1787] (Claim 1)

[1788] means for communicating with a database containing child care facility information;

[1789] means for providing an interface for a user to input selection criteria for a childcare facility;

[1790] a means for searching the database based on selection criteria input by a user and displaying the search results;

[1791] A means for analyzing user emotions and adjusting selection criteria based on the results of the analysis;

[1792] A system including:

[1793] (Claim 2)

[1794] The system of claim 1 further comprising means for a user to select a child care facility based on the search results.

[1795] (Claim 3)

[1796] 2. The system according to claim 1, wherein the selection conditions input by the user include commuting distance, opening hours, availability of school lunches, and educational policy. [Explanation of symbols]

[1797] 10, 210, 310, 410 Data Processing Systems 12 Data Processing Device 14 Smart Devices 214 Smart Glasses 314 Headset-type terminal 414 Robot< / url:> < / url:> < / url:> < / url:>

Claims

1. means for communicating with a database containing child care facility information; means for providing an interface for a user to input selection criteria for a childcare facility; a means for searching the database based on selection criteria input by a user and displaying the search results; A system including:

2. The system of claim 1 further comprising means for allowing a user to select a child care facility based on the search results.

3. The system according to claim 1, wherein the selection conditions input by the user include commuting distance, opening hours, availability of school lunches, and educational policy.

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