system

Abstract

We provide the system. [Solution] Means for obtaining user location information and interest information, A means for generating relevant tourist information based on acquired location information and interest information, A means of displaying the generated tourist information on the user's terminal, A means of receiving user feedback and generating additional information, A system that includes this.

Description

【Technical Field】 【0001】 The technology of this disclosure relates to a system. 【Background Art】 【0002】 Patent Document 1 discloses a method for controlling a persona chatbot, which is performed by at least one processor, including steps of receiving a user utterance, adding the user utterance to a prompt including an instruction sentence related to an explanation of the chatbot's character, encoding the prompt, and inputting the encoded prompt into a language model to generate a chatbot utterance as a response to the user utterance. 【Prior Art Documents】 【Patent Documents】 【0003】 【Patent Document 1】 Japanese Patent Application Laid-Open No. 2022-180282 【Summary of the Invention】 【Problems to be Solved by the Invention】 【0004】 Travelers visiting tourist destinations often tour without fully understanding the local history and culture, and the depth and satisfaction of their trips may be lacking. In addition, information such as guidebooks is general, and there is a problem that it is difficult to provide information according to the individuality and special interests of each traveler. In such a situation, there is a need for a system that can provide travelers with a more fulfilling and personalized travel experience according to their individual interests. 【Means for Solving the Problems】 【0005】 This invention includes means for acquiring a user's location and interest information and generating relevant tourist information based on that information. Furthermore, it presents the generated tourist information to the user's terminal, receives feedback from the user, and generates additional information, thereby providing tourist guidance optimized for each individual user. This system allows travelers to obtain information that aligns with their interests, enabling them to enjoy a deeper understanding and greater satisfaction. 【0006】 A "user" is an individual who uses the system to obtain information about tourist destinations and culture. 【0007】 "Location information" refers to data about the geographical location where a user is currently located. 【0008】 "Interest information" refers to data about categories and topics that users are particularly interested in. 【0009】 "Tourism information" refers to detailed information about the history, culture, stories, and attractions of a tourist destination. 【0010】 "Generation" is the process of creating new content using specific data or information. 【0011】 A "user terminal" refers to a device that a user can directly operate, such as a smartphone or smart speaker. 【0012】 "Feedback" refers to information about responses, opinions, or requests that users provide to a system. 【0013】 "Additional information" refers to further details and related data provided based on user feedback. [Brief explanation of the drawing] 【0014】 [Figure 1] This is a conceptual diagram showing an example of the configuration of a data processing system according to the first embodiment. [Figure 2] It is a conceptual diagram showing an example of the main functions of a data processing device and a smart device according to the first embodiment. [Figure 3] It is a conceptual diagram showing an example of the configuration of a data processing system according to the second embodiment. [Figure 4] It is a conceptual diagram showing an example of the main functions of a data processing device and smart glasses according to the second embodiment. [Figure 5] It is a conceptual diagram showing an example of the configuration of a data processing system according to the third embodiment. [Figure 6] It is a conceptual diagram showing an example of the main functions of a data processing device and a headset-type terminal according to the third embodiment. [Figure 7] It is a conceptual diagram showing an example of the configuration of a data processing system according to the fourth embodiment. [Figure 8] It is a conceptual diagram showing an example of the main functions of a data processing device and a robot according to the fourth embodiment. [Figure 9] It shows an emotion map to which a plurality of emotions are mapped. [Figure 10] It shows an emotion map to which a plurality of emotions are mapped. [Figure 11] It is a sequence diagram showing the processing flow of the data processing system in Example 1. [Figure 12] It is a sequence diagram showing the processing flow of the data processing system in Application Example 1. [Figure 13] It is a sequence diagram showing the processing flow of the data processing system in Example 2 when an emotion engine is combined. [Figure 14] It is a sequence diagram showing the processing flow of the data processing system in Application Example 2 when an emotion engine is combined. 【Mode for Carrying Out the Invention】 【0015】 Hereinafter, an example of an embodiment of a system according to the technology of the present disclosure will be described with reference to the accompanying drawings. 【0016】 First, the terms used in the following description will be explained. 【0017】 In the following embodiments, the numbered processor (hereinafter simply referred to as "processor") may be a single arithmetic unit or a combination of multiple arithmetic units. Also, the processor may be a single type of arithmetic unit or a combination of multiple types of arithmetic units. Examples of arithmetic units include a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), a GPGPU (General-Purpose computing on Graphics Processing Units), an APU (Accelerated Processing Unit), and the like. 【0018】 In the following embodiments, the numbered RAM (Random Access Memory) is a memory in which information is temporarily stored and is used as a work memory by the processor. 【0019】 In the following embodiments, the numbered storage is one or more non-volatile storage devices that store various programs and various parameters, etc. Examples of non-volatile storage devices include flash memory (SSD (Solid State Drive)), magnetic disks (e.g., hard disks), or magnetic tapes, and the like. 【0020】 In the following embodiments, the numbered communication I / F (Interface) is an interface including a communication processor and an antenna, etc. The communication I / F controls communication between multiple computers. Examples of communication standards applicable to the communication I / F include wireless communication standards including 5G (5th Generation Mobile Communication System), Wi-Fi (registered trademark), or Bluetooth (registered trademark), and the like. 【0021】 In the following embodiments, "A and / or B" is synonymous with "at least one of A and B." That is, "A and / or B" means that it may be A alone, or B alone, or a combination of A and B. Furthermore, in this specification, the same concept as "A and / or B" applies when expressing three or more things linked by "and / or." 【0022】 [First Embodiment] 【0023】 Figure 1 shows an example of the configuration of the data processing system 10 according to the first embodiment. 【0024】 As shown in Figure 1, the 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 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0026】 The smart device 14 comprises a computer 36, a reception device 38, an output device 40, a camera 42, and a communication interface 44. The computer 36 comprises a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The reception device 38, output device 40, and camera 42 are also connected to the bus 52. 【0027】 The reception device 38 is equipped with a touch panel 38A and a microphone 38B, etc., and receives user input. The touch panel 38A receives user input by detecting contact with an object (e.g., a pen or finger). The microphone 38B receives user input by detecting the user's voice. The control unit 46A transmits data indicating the user input received by the touch panel 38A and 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 perceptible to the user 20 (e.g., audio and / or text). The display 40A displays visible information such as text and images according to instructions from the processor 46. The speaker 40B outputs audio according to instructions from the processor 46. The camera 42 is a small digital camera equipped with an optical system such as a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor. 【0029】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various types of information between processor 46 and processor 28 via network 54. 【0030】 Figure 2 shows an example of the main functions of the data processing device 12 and the smart device 14. 【0031】 As shown in Figure 2, in the data processing device 12, a specific processing 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" related to the technology of this 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 according to the specific processing program 56 executed on the RAM 30. 【0032】 The storage 32 stores the data generation model 58 and the 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 processing. The storage 50 stores the reception output program 60. The reception output program 60 is used in conjunction with a 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 processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0034】 Next, the specific processing performed by the specific processing unit 290 of the data processing device 12 will be described. In the following description, the data processing device 12 will be referred to as the "server" and the smart device 14 as the "terminal". 【0035】 This invention relates to a system that provides personalized travel information to enhance the user's travel experience. This system functions by combining a user terminal, a server, and a generative AI model. 【0036】 First, the user's device acquires location information about the user's current location using technologies such as GPS. By sending this location information, along with past travel history and pre-registered interest categories (e.g., history, art, food culture) to the server, the collection of information tailored to the user's travel purpose begins. 【0037】 Next, the server receives and analyzes the information. Based on the user's location and interests, the server identifies appropriate tourist destinations and events. This generates a list of tourist spots that are highly relevant to the user. 【0038】 The server then uses a generative AI model to generate detailed information about each tourist destination. This information includes historical background, local culture, significant events, and even anecdotes that users might find interesting. The generated information is customized to focus on the points that users are most interested in. 【0039】 The user's device receives tourist information transmitted from the server and presents it to the user via screen or audio. If the user is using a smartphone, they can scroll through the displayed information or follow related links to view more details. If using a smart speaker, information is provided through voice interaction. 【0040】 Finally, users can provide feedback on the information provided via voice or text, sending further data to the server. Based on this feedback, the server can offer additional details or suggest new locations. This interactive process allows users to receive more personalized information and enjoy a more fulfilling travel experience. 【0041】 In this way, the system of the present invention can satisfy travelers' intellectual curiosity and realize a highly satisfying travel experience by providing tourism information optimized for each individual user based on the user's interests and real-time feedback. 【0042】 The following describes the processing flow. 【0043】 Step 1: 【0044】 The user's device obtains its current location information using GPS with the user's permission. It also collects previously specified interest information and travel history from the user and sends this data to the server. 【0045】 Step 2: 【0046】 The server analyzes location and interest information received from the user's terminal. It identifies the user's current location from the location information and searches the database for nearby tourist destinations. Based on the interest information, it prioritizes selecting tourist destinations that are highly relevant to the user. 【0047】 Step 3: 【0048】 The server utilizes a generative AI model to generate detailed information about the selected tourist destination. This includes specific historical background, cultural significance, recommended points of interest, and even interesting anecdotes. During this process, the information is customized to the user's interests. 【0049】 Step 4: 【0050】 The server sends the generated tourist information to the user's terminal. The information is provided in the format that is easiest for the user to understand (audio or text). 【0051】 Step 5: 【0052】 The user terminal displays the received tourist information to the user and provides voice guidance if voice guidance is used. It also receives user feedback and prepares it to be sent to the server. 【0053】 Step 6: 【0054】 The user enters feedback or additional questions regarding the provided information into the terminal. The user terminal then sends this information to the server. 【0055】 Step 7: 【0056】 The server analyzes user feedback and, if necessary, derives additional information and relevant new tourist spots. This information is then sent back to the user's terminal to provide further guidance. 【0057】 Through these steps, the system can provide users with real-time and personalized tourist information. 【0058】 (Example 1) 【0059】 Next, we will describe Example 1. In the following description, the data processing device 12 will be referred to as the "server," and the smart device 14 will be referred to as the "terminal." 【0060】 Conventional tourism information systems often lacked sufficient detailed personalization based on the user's location and individual interests, providing only general information. This made it difficult for travelers to obtain the most relevant information, resulting in decreased satisfaction. This invention aims to enhance the traveler's experience by providing optimized tourism information based on the user's preferences and current location. 【0061】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0062】 In this invention, the server includes means for collecting the user's current location information and preference information, means for calculating relevant visited location information based on the collected current location information and preference information, and means for generating detailed information using a generative AI model. This makes it possible to provide detailed and highly relevant tourist information based on each user's individual interests in real time. 【0063】 A "user" refers to an individual who uses the system to receive tourist information. 【0064】 "Current location information" refers to data indicating the user's geographical location, and is primarily obtained through GPS technology. 【0065】 "Preference information" refers to information about categories of interests and preferences that users have registered in advance. 【0066】 "Visited location information" refers to information about tourist destinations and events selected based on the user's current location and preferences. 【0067】 A "generative AI model" is a model that uses artificial intelligence technology to generate text or information based on specific inputs. 【0068】 A "user terminal" refers to a device used by a user to receive and process tourist information. 【0069】 "Input" refers to feedback or requests that users provide to the system via voice or text. 【0070】 This invention is a system that provides optimized tourist information based on the user's current location and preferences. The system mainly consists of a combination of a user terminal, a server, and a generating AI model. 【0071】 First, the user terminal uses GPS functionality to obtain the user's current location. In addition, it stores user preference information (e.g., history, art, food culture, etc.) that the user has registered in advance. The user terminal then transmits this information to the server. 【0072】 The server calculates relevant visitor information based on the received current location and preference information. Specifically, it refers to a database of geographically nearby tourist destinations to identify spots that match the user's interests. 【0073】 Next, the server generates detailed information for each location using a generative AI model. This AI model generates text information that includes past events, local cultural characteristics, and episodes related to the user's interests. For example, a model incorporating natural language processing techniques might be used as the generative AI. 【0074】 The user terminal displays information sent from the server to the user. In the case of a smartphone, the information is displayed on the screen, and the user can scroll to view it. Furthermore, if a voice interface is used, the generated information can also be provided via voice. 【0075】 Users can provide feedback on the tourist information provided. This feedback is sent to the server in voice or text format, and the system uses this feedback to provide further information or suggest new spots. 【0076】 For example, if a user prompts, "Please recommend some food culture spots near my current location," the system will suggest nearby places related to food culture and provide details about them. 【0077】 In this way, the system of the present invention can provide personalized tourist information based on each user's interests and current location, thereby improving the travel experience. 【0078】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0079】 Step 1: 【0080】 The user's device uses GPS functionality to obtain the user's current location information. The input process includes acquiring GPS data from the smartphone. The output generates location data showing the user's latitude and longitude, and this data is sent to the server. At the same time, the device also sends previously registered preference information. 【0081】 Step 2: 【0082】 The server calculates relevant visitor information based on the current location and preference information received from the user's terminal. The inputs are location information and preference information. The server searches a database to identify tourist spots that are geographically close and match the user's preferences. A list of suitable tourist destinations is generated as output. 【0083】 Step 3: 【0084】 The server uses a generative AI model to generate detailed information about identified tourist spots. The input includes a list of tourist destinations. The AI ​​model processes historical events and cultural context to create detailed descriptions for each spot. The output is detailed text information about the tourist spots. 【0085】 Step 4: 【0086】 The user terminal presents the user with detailed information sent from the server. The input is the detailed information from the server. The terminal displays this information on the screen or provides it through audio output. The output is a state in which the user receives the information visually or aurally. 【0087】 Step 5: 【0088】 Users provide feedback on the tourist information provided. This feedback can be in the form of voice or text. This information is sent to the server, and the output allows the system to provide further information and suggest new spots. 【0089】 (Application Example 1) 【0090】 Next, we will explain Application Example 1. In the following explanation, the data processing device 12 will be referred to as the "server," and the smart device 14 will be referred to as the "terminal." 【0091】 Conventional tourism information systems fail to generate optimal travel routes based on users' location and interests, making it difficult to provide travelers with an efficient and fulfilling travel experience. Furthermore, they lack mechanisms for interactively exchanging information with users and incorporating their feedback in real time. Therefore, there is a need to realize a more personalized tourism experience. 【0092】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. 【0093】 In this invention, the server includes means for acquiring location data and interest data, means for generating relevant tourist information based on the acquired location data and interest data, and means for generating a tourist route optimized for the user together with the generated tourist information. This provides a tourist route customized according to the user's current location and interests, enabling a more satisfying travel experience through interactive information exchange. 【0094】 "Location data" refers to information indicating the user's current geographical location, and is obtained using GPS or other location-based technologies. 【0095】 "Interest data" refers to information about the interests and preferences that users have registered in advance, and it reflects the preferences of travelers. 【0096】 "Tourism information" refers to detailed information about tourist destinations and events, including their historical background and cultural significance. 【0097】 A "tour route" is a suggested path generated based on the user's location and interests, serving as a guide to help travelers enjoy sightseeing efficiently. 【0098】 A "display device" is a device that presents generated tourist information and tourist routes to the user visually or audibly, and smartphones are an example of such devices. 【0099】 The system for carrying out this invention provides tourist information and optimized tourist routes based on the user's current location and interests. This system mainly consists of a user terminal, a server, and a generative AI model. 【0100】 The user's device acquires location data using technologies such as GPS. This device includes smartphones and tablets. Interest data registered by the user in advance is also managed here. This data is sent to a server for the following processing. 【0101】 The server generates relevant tourist information based on received location and interest data. This generated information is further refined using a generative AI model installed on the server. This model generates information including the historical background, cultural significance, and related anecdotes of tourist destinations and events, providing the most relevant content for the user. 【0102】 The generated tourist information, along with an optimized tourist route, is transmitted to the user's terminal. The user's terminal presents this information to the user via display or audio output, providing tourist guidance. This allows the user to receive route suggestions for efficient sightseeing. 【0103】 Users can provide feedback on the presented tourist information and routes. This feedback can be done using voice input or tap gestures. This feedback is sent back to the server, where the generating AI model updates the information and reflects it in the next tourist guide. 【0104】 As a concrete example, when a user visits Kyoto City, they can receive route suggestions via their smartphone that include historical temples and famous art museums. In this case, the generating AI model generates tourist information using the prompt message, "User's current location: Kyoto city center. Interest categories: History, art. Please generate detailed information on related tourist spots." This makes it possible to provide a rich, customized tourist experience for each individual user. 【0105】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0106】 Step 1: 【0107】 The user terminal uses GPS technology to obtain the user's current location. This location data, along with the user's pre-registered interest data, is sent to the server. The input is the current location and interest data, and the output is an information packet containing them. 【0108】 Step 2: 【0109】 The server analyzes the received location data and interest data. Based on this, the server searches the database for relevant tourist information and sends prompt messages to the generating AI model. The input is location data and interest data, and the output is tourist information generated by the prompt messages. 【0110】 Step 3: 【0111】 The AI ​​model generates detailed tourist information, including the historical background, cultural significance, and related anecdotes of the tourist destination, based on the submitted prompt text. The output information is returned to the server. The input is a prompt text, and the output is detailed tourist information. 【0112】 Step 4: 【0113】 The server generates detailed tourist information and an optimized tourist route based on the user's location, and sends it to the user's terminal. The input is detailed tourist information and location data, and the output is an information packet including the tourist route. 【0114】 Step 5: 【0115】 The user terminal presents the received tourist information and tourist routes to the user using a display device or audio output device. The input is an information packet including the tourist route, and the output is a visual or auditory presentation of information. 【0116】 Step 6: 【0117】 Users provide feedback on the presented tourist information and routes. This feedback is sent to the server via voice input or tap gestures. Input is user feedback, and output is a feedback packet. 【0118】 Step 7: 【0119】 The server receives feedback from users, sends the information back to the generating AI model to update the tourist information, and incorporates it into the next information provision. The input is the feedback packet, and the output is the updated tourist information. 【0120】 Furthermore, an emotion engine that estimates the user's emotions may be incorporated. That is, the identification processing unit 290 may use the emotion identification model 59 to estimate the user's emotions and perform identification processing using the user's emotions. 【0121】 This invention is a personalized travel guidance system that comprehensively utilizes the user's location information, interest information, and emotional information to further enhance the user's travel experience. This system functions by combining a user terminal, a server, a generative AI model, and an emotional engine. 【0122】 First, the user's device uses location services to obtain the user's current location and sends that data to the server. It also sends the server information including the user's pre-registered interests. Simultaneously, the emotion engine analyzes the user's emotional information using voice input and the camera, and provides this information to the server as well. 【0123】 The server receives this information and searches its database for tourist destinations related to the user's current location. When generating a list of selected tourist destinations, it also takes into account the user's interests and emotional state. For example, if the user is emotionally relaxed, the server can suggest many quiet places and spots with abundant nature. 【0124】 Next, the server uses a generative AI model to generate detailed information about the selected tourist destination. This information includes historical background, cultural significance, and related anecdotes, as well as an approach tailored to the user's current emotions. If the user is excited, information about events and active experiences will be highlighted. 【0125】 The user terminal presents the received information to the user. It can provide information via voice guidance or text, and the guidance is tailored to the user's emotional state. Furthermore, it receives user feedback in real time and transmits changes in emotion to the server as they occur. 【0126】 Finally, the server generates further information and re-selects tourist destinations based on user feedback and changes in emotions, providing the user with the most suitable information. In this way, the present invention provides tourist information that dynamically reflects the user's emotions, thereby realizing a more fulfilling experience for travelers. 【0127】 The following describes the processing flow. 【0128】 Step 1: 【0129】 The user's terminal uses GPS functionality to obtain the user's current location information. Additionally, the system stores the user's pre-configured interest information, and this data is sent to the server. 【0130】 Step 2: 【0131】 The user terminal uses its built-in camera and microphone to input the user's facial expressions and voice into the emotion engine. The emotion engine analyzes the user's emotional state and sends the results to the server. 【0132】 Step 3: 【0133】 The server receives the user's location, interests, and sentiment information, and matches it against a database to search for relevant tourist destinations. Based on the user's interests and current sentiment state, it generates a list of appropriate tourist destinations. 【0134】 Step 4: 【0135】 The server uses a generative AI model to generate detailed information about selected tourist destinations. This information includes historical background, cultural significance, and interesting anecdotes, and the content is customized according to the user's emotional state. 【0136】 Step 5: 【0137】 The user terminal presents tourist information received from the server to the user in an appropriate format. An interface tailored to the user's mood is used; for example, if the user is relaxed, quiet and calming suggestions are provided via voice guidance. 【0138】 Step 6: 【0139】 Users enjoy sightseeing based on the information provided and simultaneously provide feedback and ask additional questions through their devices. This information is transmitted to the server in real time. 【0140】 Step 7: 【0141】 The server generates additional information as needed based on user feedback and new sentiment information, and sends it back to the user's device. This ensures that users consistently receive up-to-date and personalized information. 【0142】 (Example 2) 【0143】 Next, we will describe Example 2. In the following description, the data processing device 12 will be referred to as the "server," and the smart device 14 will be referred to as the "terminal." 【0144】 In modern tourism experiences, personalized guidance based on the individual traveler's interests and emotions is in demand. However, current systems rely solely on location and interest information and are unable to provide appropriate guidance that takes into account the user's instantaneous emotional changes. As a result, there is a challenge in that users' travel experiences are not always satisfactory. 【0145】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0146】 In this invention, the server includes means for acquiring the user's location information, interest information, and emotional information; means for generating detailed information about tourist destinations using a generative AI model; and means for updating the information based on feedback and changes in emotions. This enables flexible and dynamic tourist guidance tailored to the user's interests and emotions. 【0147】 A "user terminal" is a computing device carried or owned by a user, used to acquire location information, interest information, and emotional information, and to communicate with a server. 【0148】 "Location information" refers to data used to identify the user's current geographical location. 【0149】 "Interest information" refers to information about places and activities that users have registered or selected in advance and wish to visit. 【0150】 "Emotional information" refers to data that indicates the user's psychological state, obtained by analyzing the user's voice, facial expressions, and other factors. 【0151】 A "server" is a device or system that has computing resources to process information collected from user terminals and generate and distribute tourist destination information. 【0152】 A "generative AI model" is an artificial intelligence technology that generates text information about tourist destinations based on a given prompt. 【0153】 "Tourism information" refers to information that includes detailed descriptions of a specific tourist destination, its historical background, cultural significance, and related anecdotes. 【0154】 "Feedback" refers to information about users' opinions, evaluations, and changes in their feelings towards the system. 【0155】 A "prompt statement" is a sentence or phrase used to instruct a generative AI model to generate information. 【0156】 This invention is a personalized sightseeing guidance system that enhances the user's travel experience. The system functions by combining a user terminal, a server, a generative AI model, and an emotion engine. 【0157】 The user terminal is a computing device such as a mobile device or computer, and it obtains the user's current location through location information services. Specifically, the terminal uses technologies such as GPS to determine its precise location. It also retrieves user-registered interest information from an internal database. In addition, it collects audio and images using microphones and cameras, and the user's emotional information is analyzed by an emotion engine. This information is transmitted to the server using a secure communication protocol. 【0158】 The server processes the received location, interest, and sentiment information. Based on the user's current location, it searches the database for relevant tourist destinations. A relationship database is sometimes used as an example of such a database. Next, it generates a list of tourist destinations based on the interest and sentiment information. The generated list is then further detailed using a generative AI model. Based on prompts, the generative AI model creates content related to the history, cultural significance, and the user's sentiment state of the tourist destinations. 【0159】 Examples of prompts for the generating AI model include instructions such as "the user is relaxed," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." 【0160】 The user terminal receives tourist information transmitted from the server and presents it to the user as audio guidance or text. The format of the guidance is tailored to the user's current emotional state. Real-time feedback is received from the user, and any changes in emotion are transmitted to the server. This information is used to adjust the list of tourist destinations and the content of the guidance provided. 【0161】 This system allows users to always receive the latest and most optimized tourist information, enriching their travel experience. 【0162】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0163】 Step 1: 【0164】 The user terminal uses GPS to obtain the user's current location. This location information becomes the input. Simultaneously, the terminal retrieves the user's interest information from an internal database and uses this as input as well. Furthermore, it captures audio and images using a microphone and camera, and analyzes the user's emotional information using an emotion engine. This process yields the user's location information, interest information, and emotional information as output. 【0165】 Step 2: 【0166】 The user terminal sends acquired location information, interest information, and sentiment information to the server. The input here consists of various data collected by the terminal. The server receives this data and consults a relationship database to search for tourist destinations related to the user's current location. This is a data calculation based on location information, and a list of tourist destinations is output. 【0167】 Step 3: 【0168】 The server filters the list of tourist destinations using interest and sentiment information. Specifically, the program selects tourist destinations that match the user's interests and adjusts their priority based on sentiment information. As a result of this data processing, an optimized list of tourist destinations is output. 【0169】 Step 4: 【0170】 The server sends prompts to the generating AI model, which then generates detailed information about the selected tourist destination. These prompts may include specific examples such as "the user is relaxing," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." The output of this generation process includes recommendations tailored to the history, cultural significance, and user sentiment of the tourist destination. 【0171】 Step 5: 【0172】 The user terminal displays tourist information received from the server. The display format is either audio guidance or text information, and the input information is the detailed information obtained in step 4. The output is specific guidance information that the user can interact with. 【0173】 Step 6: 【0174】 Users input feedback through their devices, and this information is sent to the server in real time. This feedback includes the user's latest state, including changes in their emotions. The server receives this information as input, processes the data to update the list of tourist attractions and guide content, and outputs the latest guide information. 【0175】 (Application Example 2) 【0176】 Next, we will explain application example 2. In the following explanation, the data processing device 12 will be referred to as a "server" and the smart device 14 as a "terminal". 【0177】 Existing tourist information systems only provide basic tourist information based on the user's location and interests, and have limitations in providing personalized experiences that take into account the traveler's emotional state. Furthermore, the lack of dynamic information updates through real-time responses and feedback makes it difficult to realize the experiences that travelers truly desire. 【0178】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0179】 In this invention, the server includes means for acquiring the user's spatial location information, interest information, and emotional information; means for generating relevant tourist location information based on the acquired spatial location information, interest information, and emotional information; and means for presenting the generated tourist location information to the user's device. This makes it possible to provide dynamic and personalized tourist information that corresponds to the user's emotional state. 【0180】 "User spatial location information" refers to data indicating the user's current location, which is obtained through GPS or networks. 【0181】 "Interest information" refers to information about specific themes or genres that a user is interested in. 【0182】 "Emotional information" refers to data that expresses the user's psychological state and emotions, and is obtained through voice and facial expression analysis. 【0183】 "Tourist information" refers to information about tourist destinations and spots provided based on the user's interests and current feelings. 【0184】 A "user device" is a mobile device used to interact with the user through the presentation of tourist information and voice input / output. 【0185】 To realize this invention, the following system configuration and process are used. 【0186】 The server receives spatial location information, interest information, and emotional information transmitted from the user's terminal. Location information is obtained using location services such as GPS, and interest information is acquired from data registered by the user in advance. Emotional information is interpreted by an emotional analysis engine based on voice and facial expression data provided by the user through the terminal's camera and microphone. 【0187】 The server uses a generative AI model based on the collected information to generate tourist destination information tailored to the user. This tourist destination information is customized according to the user's current emotional state and interests, and includes historical background, cultural significance, and other relevant anecdotes. It also detects changes in the user's emotions in real time and adjusts the information presented accordingly. 【0188】 The user device presents the generated tourist information to the user as audio, text, or visual information. The information received by the user is adjusted in its presentation and content according to their emotional state. Furthermore, user feedback is received in real time and sent to the server as new information, so the information is updated as it progresses. 【0189】 As a concrete example, consider a case where a user is looking for sightseeing information in Tokyo. If the user's emotional state is determined to be relaxed, the server will suggest quiet places with natural environments, such as parks and temples. Conversely, if the user is determined to be excited, the server will emphasize information about events and nightlife. 【0190】 Examples of prompt messages include the following: 【0191】 "The user's current location is Tokyo Station. Their interests include modern Japanese architecture, and their emotions are heightened curiosity and excitement. Based on this, please suggest appropriate tourist destinations, their historical background, and ways to enjoy them." 【0192】 In this way, personalized travel experiences are realized by dynamically providing tourist information according to the user's emotions and interests. 【0193】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0194】 Step 1: 【0195】 The user terminal obtains the user's spatial location information using location services. This utilizes a GPS module, and the user's current coordinates are sent to the server. The input is GPS data, and the output is the transmission of location information data to the server. 【0196】 Step 2: 【0197】 The user terminal sends the user's pre-registered interest information to the server. The input here is the user's profile data, and the output is the transmission of that data to the server. This data includes information about the user's areas of interest and themes. 【0198】 Step 3: 【0199】 The user terminal uses its built-in camera and microphone to capture the user's facial expressions and voice, which are then analyzed by an emotion analysis engine. The input is the captured audio and video data, and the output is the transmission of the user's emotional state data to the server. 【0200】 Step 4: 【0201】 The server integrates received spatial location information, interest information, and sentiment information, and uses a generative AI model to generate relevant tourist destination information. Prompt messages are created at this point. Inputs are various user information, and outputs are tourist information and action suggestions tailored to the user. 【0202】 Step 5: 【0203】 The generated tourist location information is sent to the user's device and displayed. It is presented in a format suitable for the user, such as audio, text, or visual. The input is information provided by the server, and the output is information provided through the user interface. 【0204】 Step 6: 【0205】 The user terminal receives feedback from the user and sends it to the server. This feedback is the user's response to the information provided. The input is the user's response data, and the output is the transmission of feedback data to the server. 【0206】 Step 7: 【0207】 The server analyzes user feedback and emotional changes, and uses a generative AI model to regenerate or readjust the information. This ensures that the next tourist destination information provided is more relevant to the user. The input is feedback data and emotional information, and the output is newly customized tourist information. 【0208】 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 user input for the result of the specific processing. The control unit 46A transmits the audio data indicating 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. 【0209】 Data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of data generation model 58 is ChatGPT (registered trademark) (Internet search).<URL: https: / / openai.com / blog / chatgpt> ), Gemini (registered trademark) (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0210】 In the above embodiment, an example was given in which specific processing is performed by the data processing device 12, but the technology of this disclosure is not limited thereto, and the specific processing may also be performed by the smart device 14. 【0211】 [Second Embodiment] 【0212】 Figure 3 shows an example of the configuration of the data processing system 210 according to the second embodiment. 【0213】 As shown in Figure 3, the data processing system 210 includes a data processing device 12 and smart glasses 214. An example of the data processing device 12 is a server. 【0214】 The data processing device 12 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0215】 The smart glasses 214 include a computer 36, a microphone 238, a speaker 240, a camera 42, and a communication interface 44. The computer 36 includes a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The microphone 238, speaker 240, and camera 42 are also connected to the bus 52. 【0216】 The microphone 238 receives voice signals from the user 20 and receives instructions from the user 20. The microphone 238 captures the voice signals from the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to the instructions from the processor 46. 【0217】 Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the area around the user 20 (for example, an imaging range defined by a field of view equivalent to the width of a typical healthy person's field of vision). 【0218】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various information between processor 46 and processor 28 via network 54. The exchange of various information between processor 46 and processor 28 using communication interfaces 44 and 26 is performed in a secure manner. 【0219】 Figure 4 shows an example of the main functions of the data processing device 12 and the smart glasses 214. As shown in Figure 4, the data processing device 12 performs specific processing using the processor 28. The storage 32 stores the specific processing program 56. 【0220】 The specific processing program 56 is an example of a "program" relating to the technology of this 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. 【0221】 The storage 32 stores the data generation model 58 and the emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. 【0222】 In the smart glasses 214, the processor 46 performs the reception output processing. The storage 50 stores the reception output program 60. 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 processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0223】 Next, the identification processing performed by the identification processing unit 290 of the data processing device 12 will be described. 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". 【0224】 This invention relates to a system that provides personalized travel information to enhance the user's travel experience. This system functions by combining a user terminal, a server, and a generative AI model. 【0225】 First, the user's device acquires location information about the user's current location using technologies such as GPS. By sending this location information, along with past travel history and pre-registered interest categories (e.g., history, art, food culture) to the server, the collection of information tailored to the user's travel purpose begins. 【0226】 Next, the server receives and analyzes the information. Based on the user's location and interests, the server identifies appropriate tourist destinations and events. This generates a list of tourist spots that are highly relevant to the user. 【0227】 The server then uses a generative AI model to generate detailed information about each tourist destination. This information includes historical background, local culture, significant events, and even anecdotes that users might find interesting. The generated information is customized to focus on the points that users are most interested in. 【0228】 The user's device receives tourist information transmitted from the server and presents it to the user via screen or audio. If the user is using a smartphone, they can scroll through the displayed information or follow related links to view more details. If using a smart speaker, information is provided through voice interaction. 【0229】 Finally, users can provide feedback on the information provided via voice or text, sending further data to the server. Based on this feedback, the server can offer additional details or suggest new locations. This interactive process allows users to receive more personalized information and enjoy a more fulfilling travel experience. 【0230】 In this way, the system of the present invention can satisfy travelers' intellectual curiosity and realize a highly satisfying travel experience by providing tourism information optimized for each individual user based on the user's interests and real-time feedback. 【0231】 The following describes the processing flow. 【0232】 Step 1: 【0233】 The user's device obtains its current location information using GPS with the user's permission. It also collects previously specified interest information and travel history from the user and sends this data to the server. 【0234】 Step 2: 【0235】 The server analyzes location and interest information received from the user's terminal. It identifies the user's current location from the location information and searches the database for nearby tourist destinations. Based on the interest information, it prioritizes selecting tourist destinations that are highly relevant to the user. 【0236】 Step 3: 【0237】 The server utilizes a generative AI model to generate detailed information about the selected tourist destination. This includes specific historical background, cultural significance, recommended points of interest, and even interesting anecdotes. During this process, the information is customized to the user's interests. 【0238】 Step 4: 【0239】 The server sends the generated tourist information to the user's terminal. The information is provided in the format that is easiest for the user to understand (audio or text). 【0240】 Step 5: 【0241】 The user terminal displays the received tourist information to the user and provides voice guidance if voice guidance is used. It also receives user feedback and prepares it to be sent to the server. 【0242】 Step 6: 【0243】 The user enters feedback or additional questions regarding the provided information into the terminal. The user terminal then sends this information to the server. 【0244】 Step 7: 【0245】 The server analyzes user feedback and, if necessary, derives additional information and relevant new tourist spots. This information is then sent back to the user's terminal to provide further guidance. 【0246】 Through these steps, the system can provide users with real-time and personalized tourist information. 【0247】 (Example 1) 【0248】 Next, we will describe Example 1. 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." 【0249】 Conventional tourism information systems often lacked sufficient detailed personalization based on the user's location and individual interests, providing only general information. This made it difficult for travelers to obtain the most relevant information, resulting in decreased satisfaction. This invention aims to enhance the traveler's experience by providing optimized tourism information based on the user's preferences and current location. 【0250】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0251】 In this invention, the server includes means for collecting the user's current location information and preference information, means for calculating relevant visited location information based on the collected current location information and preference information, and means for generating detailed information using a generative AI model. This makes it possible to provide detailed and highly relevant tourist information based on each user's individual interests in real time. 【0252】 A "user" refers to an individual who uses the system to receive tourist information. 【0253】 "Current location information" refers to data indicating the user's geographical location, and is primarily obtained through GPS technology. 【0254】 "Preference information" refers to information about categories of interests and preferences that users have registered in advance. 【0255】 "Visited location information" refers to information about tourist destinations and events selected based on the user's current location and preferences. 【0256】 A "generative AI model" is a model that uses artificial intelligence technology to generate text or information based on specific inputs. 【0257】 A "user terminal" refers to a device used by a user to receive and process tourist information. 【0258】 "Input" refers to feedback or requests that users provide to the system via voice or text. 【0259】 This invention is a system that provides optimized tourist information based on the user's current location and preferences. The system mainly consists of a combination of a user terminal, a server, and a generating AI model. 【0260】 First, the user terminal uses GPS functionality to obtain the user's current location. In addition, it stores user preference information (e.g., history, art, food culture, etc.) that the user has registered in advance. The user terminal then transmits this information to the server. 【0261】 The server calculates relevant visitor information based on the received current location and preference information. Specifically, it refers to a database of geographically nearby tourist destinations to identify spots that match the user's interests. 【0262】 Next, the server generates detailed information for each location using a generative AI model. This AI model generates text information that includes past events, local cultural characteristics, and episodes related to the user's interests. For example, a model incorporating natural language processing techniques might be used as the generative AI. 【0263】 The user terminal displays information sent from the server to the user. In the case of a smartphone, the information is displayed on the screen, and the user can scroll to view it. Furthermore, if a voice interface is used, the generated information can also be provided via voice. 【0264】 Users can provide feedback on the tourist information provided. This feedback is sent to the server in voice or text format, and the system uses this feedback to provide further information or suggest new spots. 【0265】 For example, if a user prompts, "Please recommend some food culture spots near my current location," the system will suggest nearby places related to food culture and provide details about them. 【0266】 In this way, the system of the present invention can provide personalized tourist information based on each user's interests and current location, thereby improving the travel experience. 【0267】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0268】 Step 1: 【0269】 The user's device uses GPS functionality to obtain the user's current location information. The input process includes acquiring GPS data from the smartphone. The output generates location data showing the user's latitude and longitude, and this data is sent to the server. At the same time, the device also sends previously registered preference information. 【0270】 Step 2: 【0271】 The server calculates relevant visitor information based on the current location and preference information received from the user's terminal. The inputs are location information and preference information. The server searches a database to identify tourist spots that are geographically close and match the user's preferences. A list of suitable tourist destinations is generated as output. 【0272】 Step 3: 【0273】 The server uses a generative AI model to generate detailed information about identified tourist spots. The input includes a list of tourist destinations. The AI ​​model processes historical events and cultural context to create detailed descriptions for each spot. The output is detailed text information about the tourist spots. 【0274】 Step 4: 【0275】 The user terminal presents the user with detailed information sent from the server. The input is the detailed information from the server. The terminal displays this information on the screen or provides it through audio output. The output is a state in which the user receives the information visually or aurally. 【0276】 Step 5: 【0277】 Users provide feedback on the tourist information provided. This feedback can be in the form of voice or text. This information is sent to the server, and the output allows the system to provide further information and suggest new spots. 【0278】 (Application Example 1) 【0279】 Next, we will explain Application Example 1. In the following explanation, the data processing device 12 will be referred to as the "server," and the smart glasses 214 will be referred to as the "terminal." 【0280】 In conventional tourism information providing systems, an optimal tourism route has not been generated based on the user's location information and interests, and it has been difficult to provide an efficient and fulfilling travel experience for travelers. In addition, there is also a lack of a mechanism for interactively exchanging information with the user and reflecting the feedback in real time. Therefore, there is a demand for realizing a more personalized tourism experience. 【0281】 The specific processing by the specific processing unit 290 of the data processing apparatus 12 in Application Example 1 is realized by the following means. 【0282】 In this invention, the server includes means for acquiring position data and interest data, means for generating relevant tourism information based on the acquired position data and interest data, and means for generating an optimized tourism route for the user together with the generated tourism information. As a result, a customized tourism route is provided according to the user's current location and interests, and through interactive information exchange, a more satisfying travel experience becomes possible. 【0283】 "Position data" is information indicating the user's current geographical location, and is acquired using GPS or other location identification technologies. 【0284】 "Interest data" is information regarding the interests and preferences previously registered by the user, and reflects the preferences of the traveler. 【0285】 "Tourism information" is detailed information regarding tourist destinations and events, and includes historical backgrounds, cultural significances, and the like. 【0286】 [[ID=--]] 【0287】 "Display device" is a device for visually or audibly presenting the generated tourism information and tourism route to the user, and a smartphone or the like falls under this.​ 【0288】 The system for carrying out this invention provides tourist information and optimized tourist routes based on the user's current location and interests. This system mainly consists of a user terminal, a server, and a generative AI model. 【0289】 The user's device acquires location data using technologies such as GPS. This device includes smartphones and tablets. Interest data registered by the user in advance is also managed here. This data is sent to a server for the following processing. 【0290】 The server generates relevant tourist information based on received location and interest data. This generated information is further refined using a generative AI model installed on the server. This model generates information including the historical background, cultural significance, and related anecdotes of tourist destinations and events, providing the most relevant content for the user. 【0291】 The generated tourist information, along with an optimized tourist route, is transmitted to the user's terminal. The user's terminal presents this information to the user via display or audio output, providing tourist guidance. This allows the user to receive route suggestions for efficient sightseeing. 【0292】 Users can provide feedback on the presented tourist information and routes. This feedback can be done using voice input or tap gestures. This feedback is sent back to the server, where the generating AI model updates the information and reflects it in the next tourist guide. 【0293】 As a concrete example, when a user visits Kyoto City, they can receive route suggestions via their smartphone that include historical temples and famous art museums. In this case, the generating AI model generates tourist information using the prompt message, "User's current location: Kyoto city center. Interest categories: History, art. Please generate detailed information on related tourist spots." This makes it possible to provide a rich, customized tourist experience for each individual user. 【0294】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0295】 Step 1: 【0296】 The user terminal uses GPS technology to obtain the user's current location. This location data, along with the user's pre-registered interest data, is sent to the server. The input is the current location and interest data, and the output is an information packet containing them. 【0297】 Step 2: 【0298】 The server analyzes the received location data and interest data. Based on this, the server searches the database for relevant tourist information and sends prompt messages to the generating AI model. The input is location data and interest data, and the output is tourist information generated by the prompt messages. 【0299】 Step 3: 【0300】 The AI ​​model generates detailed tourist information, including the historical background, cultural significance, and related anecdotes of the tourist destination, based on the submitted prompt text. The output information is returned to the server. The input is a prompt text, and the output is detailed tourist information. 【0301】 Step 4: 【0302】 The server generates detailed tourism information and an optimized tourism route based on the user's location, and transmits it to the user terminal. The input is detailed tourism information and location data, and the output is an information packet including the tourism route. 【0303】 Step 5: 【0304】 The user terminal presents the received tourism information and tourism route to the user using a display device or an audio output device. The input is an information packet including the tourism route, and the output is a visual or auditory information presentation. 【0305】 Step 6: 【0306】 The user provides feedback on the presented tourism information and route. The feedback is transmitted to the server via voice input or tap operation. The input is the feedback from the user, and the output is a feedback packet. 【0307】 Step 7: 【0308】 The server receives the feedback from the user, transmits the information to the generation AI model again to update the tourism information, and reflects it in the next information provision. The input is the feedback packet, and the output is the updated tourism information. 【0309】 Furthermore, an emotion engine for estimating the user's emotion may be combined. That is, the specific processing unit 290 may estimate the user's emotion using the emotion identification model 59 and perform specific processing using the user's emotion. 【0310】 The present invention is a personalized tourism guidance system that comprehensively utilizes the user's location information, interest information, and emotion information to further improve the user's travel experience. This system functions by combining a user terminal, a server, a generation AI model, and an emotion engine. 【0311】 First, the user's device uses location services to obtain the user's current location and sends that data to the server. It also sends the server information including the user's pre-registered interests. Simultaneously, the emotion engine analyzes the user's emotional information using voice input and the camera, and provides this information to the server as well. 【0312】 The server receives this information and searches its database for tourist destinations related to the user's current location. When generating a list of selected tourist destinations, it also takes into account the user's interests and emotional state. For example, if the user is emotionally relaxed, the server can suggest many quiet places and spots with abundant nature. 【0313】 Next, the server uses a generative AI model to generate detailed information about the selected tourist destination. This information includes historical background, cultural significance, and related anecdotes, as well as an approach tailored to the user's current emotions. If the user is excited, information about events and active experiences will be highlighted. 【0314】 The user terminal presents the received information to the user. It can provide information via voice guidance or text, and the guidance is tailored to the user's emotional state. Furthermore, it receives user feedback in real time and transmits changes in emotion to the server as they occur. 【0315】 Finally, the server generates further information and re-selects tourist destinations based on user feedback and changes in emotions, providing the user with the most suitable information. In this way, the present invention provides tourist information that dynamically reflects the user's emotions, thereby realizing a more fulfilling experience for travelers. 【0316】 The following describes the processing flow. 【0317】 Step 1: 【0318】 The user's terminal uses GPS functionality to obtain the user's current location information. Additionally, the system stores the user's pre-configured interest information, and this data is sent to the server. 【0319】 Step 2: 【0320】 The user terminal uses its built-in camera and microphone to input the user's facial expressions and voice into the emotion engine. The emotion engine analyzes the user's emotional state and sends the results to the server. 【0321】 Step 3: 【0322】 The server receives the user's location, interests, and sentiment information, and matches it against a database to search for relevant tourist destinations. Based on the user's interests and current sentiment state, it generates a list of appropriate tourist destinations. 【0323】 Step 4: 【0324】 The server uses a generative AI model to generate detailed information about selected tourist destinations. This information includes historical background, cultural significance, and interesting anecdotes, and the content is customized according to the user's emotional state. 【0325】 Step 5: 【0326】 The user terminal presents tourist information received from the server to the user in an appropriate format. An interface tailored to the user's mood is used; for example, if the user is relaxed, quiet and calming suggestions are provided via voice guidance. 【0327】 Step 6: 【0328】 Users enjoy sightseeing based on the information provided and simultaneously provide feedback and ask additional questions through their devices. This information is transmitted to the server in real time. 【0329】 Step 7: 【0330】 The server generates additional information as needed based on user feedback and new sentiment information, and sends it back to the user's device. This ensures that users consistently receive up-to-date and personalized information. 【0331】 (Example 2) 【0332】 Next, we will describe Example 2. 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". 【0333】 In modern tourism experiences, personalized guidance based on the individual traveler's interests and emotions is in demand. However, current systems rely solely on location and interest information and are unable to provide appropriate guidance that takes into account the user's instantaneous emotional changes. As a result, there is a challenge in that users' travel experiences are not always satisfactory. 【0334】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0335】 In this invention, the server includes means for acquiring the user's location information, interest information, and emotional information; means for generating detailed information about tourist destinations using a generative AI model; and means for updating the information based on feedback and changes in emotions. This enables flexible and dynamic tourist guidance tailored to the user's interests and emotions. 【0336】 A "user terminal" is a computing device carried or owned by a user, used to acquire location information, interest information, and emotional information, and to communicate with a server. 【0337】 "Location information" refers to data used to identify the user's current geographical location. 【0338】 "Interest information" refers to information about places and activities that users have registered or selected in advance and wish to visit. 【0339】 "Emotional information" refers to data that indicates the user's psychological state, obtained by analyzing the user's voice, facial expressions, and other factors. 【0340】 A "server" is a device or system that has computing resources to process information collected from user terminals and generate and distribute tourist destination information. 【0341】 A "generative AI model" is an artificial intelligence technology that generates text information about tourist destinations based on a given prompt. 【0342】 "Tourism information" refers to information that includes detailed descriptions of a specific tourist destination, its historical background, cultural significance, and related anecdotes. 【0343】 "Feedback" refers to information about users' opinions, evaluations, and changes in their feelings towards the system. 【0344】 A "prompt statement" is a sentence or phrase used to instruct a generative AI model to generate information. 【0345】 This invention is a personalized sightseeing guidance system that enhances the user's travel experience. The system functions by combining a user terminal, a server, a generative AI model, and an emotion engine. 【0346】 The user terminal is a computing device such as a mobile device or computer, and it obtains the user's current location through location information services. Specifically, the terminal uses technologies such as GPS to determine its precise location. It also retrieves user-registered interest information from an internal database. In addition, it collects audio and images using microphones and cameras, and the user's emotional information is analyzed by an emotion engine. This information is transmitted to the server using a secure communication protocol. 【0347】 The server processes the received location, interest, and sentiment information. Based on the user's current location, it searches the database for relevant tourist destinations. A relationship database is sometimes used as an example of such a database. Next, it generates a list of tourist destinations based on the interest and sentiment information. The generated list is then further detailed using a generative AI model. Based on prompts, the generative AI model creates content related to the history, cultural significance, and the user's sentiment state of the tourist destinations. 【0348】 Examples of prompts for the generating AI model include instructions such as "the user is relaxed," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." 【0349】 The user terminal receives tourist information transmitted from the server and presents it to the user as audio guidance or text. The format of the guidance is tailored to the user's current emotional state. Real-time feedback is received from the user, and any changes in emotion are transmitted to the server. This information is used to adjust the list of tourist destinations and the content of the guidance provided. 【0350】 This system allows users to always receive the latest and most optimized tourist information, enriching their travel experience. 【0351】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0352】 Step 1: 【0353】 The user terminal uses GPS to obtain the user's current location. This location information becomes the input. Simultaneously, the terminal retrieves the user's interest information from an internal database and uses this as input as well. Furthermore, it captures audio and images using a microphone and camera, and analyzes the user's emotional information using an emotion engine. This process yields the user's location information, interest information, and emotional information as output. 【0354】 Step 2: 【0355】 The user terminal sends acquired location information, interest information, and sentiment information to the server. The input here consists of various data collected by the terminal. The server receives this data and consults a relationship database to search for tourist destinations related to the user's current location. This is a data calculation based on location information, and a list of tourist destinations is output. 【0356】 Step 3: 【0357】 The server filters the list of tourist destinations using interest and sentiment information. Specifically, the program selects tourist destinations that match the user's interests and adjusts their priority based on sentiment information. As a result of this data processing, an optimized list of tourist destinations is output. 【0358】 Step 4: 【0359】 The server sends prompts to the generating AI model, which then generates detailed information about the selected tourist destination. These prompts may include specific examples such as "the user is relaxing," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." The output of this generation process includes recommendations tailored to the history, cultural significance, and user sentiment of the tourist destination. 【0360】 Step 5: 【0361】 The user terminal displays tourist information received from the server. The display format is either audio guidance or text information, and the input information is the detailed information obtained in step 4. The output is specific guidance information that the user can interact with. 【0362】 Step 6: 【0363】 Users input feedback through their devices, and this information is sent to the server in real time. This feedback includes the user's latest state, including changes in their emotions. The server receives this information as input, processes the data to update the list of tourist attractions and guide content, and outputs the latest guide information. 【0364】 (Application Example 2) 【0365】 Next, we will explain application example 2. In the following explanation, the data processing device 12 will be referred to as the "server," and the smart glasses 214 will be referred to as the "terminal." 【0366】 Existing tourist information systems only provide basic tourist information based on the user's location and interests, and have limitations in providing personalized experiences that take into account the traveler's emotional state. Furthermore, the lack of dynamic information updates through real-time responses and feedback makes it difficult to realize the experiences that travelers truly desire. 【0367】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0368】 In this invention, the server includes means for acquiring the user's spatial location information, interest information, and emotional information; means for generating relevant tourist location information based on the acquired spatial location information, interest information, and emotional information; and means for presenting the generated tourist location information to the user's device. This makes it possible to provide dynamic and personalized tourist information that corresponds to the user's emotional state. 【0369】 "User spatial location information" refers to data indicating the user's current location, which is obtained through GPS or networks. 【0370】 "Interest information" refers to information about specific themes or genres that a user is interested in. 【0371】 "Emotional information" refers to data that expresses the user's psychological state and emotions, and is obtained through voice and facial expression analysis. 【0372】 "Tourist information" refers to information about tourist destinations and spots provided based on the user's interests and current feelings. 【0373】 A "user device" is a mobile device used to interact with the user through the presentation of tourist information and voice input / output. 【0374】 To realize this invention, the following system configuration and process are used. 【0375】 The server receives spatial location information, interest information, and emotional information transmitted from the user's terminal. Location information is obtained using location services such as GPS, and interest information is acquired from data registered by the user in advance. Emotional information is interpreted by an emotional analysis engine based on voice and facial expression data provided by the user through the terminal's camera and microphone. 【0376】 The server uses a generative AI model based on the collected information to generate tourist destination information tailored to the user. This tourist destination information is customized according to the user's current emotional state and interests, and includes historical background, cultural significance, and other relevant anecdotes. It also detects changes in the user's emotions in real time and adjusts the information presented accordingly. 【0377】 The user device presents the generated tourist information to the user as audio, text, or visual information. The information received by the user is adjusted in its presentation and content according to their emotional state. Furthermore, user feedback is received in real time and sent to the server as new information, so the information is updated as it progresses. 【0378】 As a concrete example, consider a case where a user is looking for sightseeing information in Tokyo. If the user's emotional state is determined to be relaxed, the server will suggest quiet places with natural environments, such as parks and temples. Conversely, if the user is determined to be excited, the server will emphasize information about events and nightlife. 【0379】 Examples of prompt messages include the following: 【0380】 "The user's current location is Tokyo Station. Their interests include modern Japanese architecture, and their emotions are heightened curiosity and excitement. Based on this, please suggest appropriate tourist destinations, their historical background, and ways to enjoy them." 【0381】 In this way, personalized travel experiences are realized by dynamically providing tourist information according to the user's emotions and interests. 【0382】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0383】 Step 1: 【0384】 The user terminal obtains the user's spatial location information using location services. This utilizes a GPS module, and the user's current coordinates are sent to the server. The input is GPS data, and the output is the transmission of location information data to the server. 【0385】 Step 2: 【0386】 The user terminal sends the user's pre-registered interest information to the server. The input here is the user's profile data, and the output is the transmission of that data to the server. This data includes information about the user's areas of interest and themes. 【0387】 Step 3: 【0388】 The user terminal uses its built-in camera and microphone to capture the user's facial expressions and voice, which are then analyzed by an emotion analysis engine. The input is the captured audio and video data, and the output is the transmission of the user's emotional state data to the server. 【0389】 Step 4: 【0390】 The server integrates received spatial location information, interest information, and sentiment information, and uses a generative AI model to generate relevant tourist destination information. Prompt messages are created at this point. Inputs are various user information, and outputs are tourist information and action suggestions tailored to the user. 【0391】 Step 5: 【0392】 The generated tourist location information is sent to the user's device and displayed. It is presented in a format suitable for the user, such as audio, text, or visual. The input is information provided by the server, and the output is information provided through the user interface. 【0393】 Step 6: 【0394】 The user terminal receives feedback from the user and sends it to the server. This feedback is the user's response to the information provided. The input is the user's response data, and the output is the transmission of feedback data to the server. 【0395】 Step 7: 【0396】 The server analyzes user feedback and emotional changes, and uses a generative AI model to regenerate or readjust the information. This ensures that the next tourist destination information provided is more relevant to the user. The input is feedback data and emotional information, and the output is newly customized tourist information. 【0397】 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 user input for the result of the specific processing. The control unit 46A transmits the audio data indicating user input acquired by the microphone 238 to the data processing unit 12. In the data processing unit 12, the specific processing unit 290 acquires the audio data. 【0398】 Data generation model 58 is a type of so-called generative AI (Artificial Intelligence). One example of data generation model 58 is ChatGPT (Internet search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0399】 In the above embodiment, an example was given in which specific processing is performed by the data processing device 12, but the technology of this disclosure is not limited thereto, and the specific processing may also be performed by the smart glasses 214. 【0400】 [Third Embodiment] 【0401】 Figure 5 shows an example of the configuration of the data processing system 310 according to the third embodiment. 【0402】 As shown in Figure 5, the data processing system 310 includes a data processing device 12 and a headset terminal 314. An example of the data processing device 12 is a server. 【0403】 The data processing device 12 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0404】 The headset terminal 314 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication interface 44, and a display 343. The computer 36 includes a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The microphone 238, speaker 240, camera 42, and display 343 are also connected to the bus 52. 【0405】 The microphone 238 receives voice signals from the user 20 and receives instructions from the user 20. The microphone 238 captures the voice signals from the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to the instructions from the processor 46. 【0406】 Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the area around the user 20 (for example, an imaging range defined by a field of view equivalent to the width of a typical healthy person's field of vision). 【0407】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various information between processor 46 and processor 28 via network 54. The exchange of various information between processor 46 and processor 28 using communication interfaces 44 and 26 is performed in a secure manner. 【0408】 Figure 6 shows an example of the main functions of the data processing device 12 and the headset terminal 314. As shown in Figure 6, the data processing device 12 performs specific processing using the processor 28. The storage 32 stores the specific processing program 56. 【0409】 The specific processing program 56 is an example of a "program" relating to the technology of this 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. 【0410】 The storage 32 stores the data generation model 58 and the emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. 【0411】 In the headset terminal 314, the processor 46 performs the reception output processing. The storage 50 stores the reception output program 60. 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 processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0412】 Next, the specific processing performed by the specific processing unit 290 of the data processing device 12 will be described. In the following description, the data processing device 12 will be referred to as the "server" and the headset terminal 314 will be referred to as the "terminal". 【0413】 This invention relates to a system that provides personalized travel information to enhance the user's travel experience. This system functions by combining a user terminal, a server, and a generative AI model. 【0414】 First, the user's device acquires location information about the user's current location using technologies such as GPS. By sending this location information, along with past travel history and pre-registered interest categories (e.g., history, art, food culture) to the server, the collection of information tailored to the user's travel purpose begins. 【0415】 Next, the server receives and analyzes the information. Based on the user's location and interests, the server identifies appropriate tourist destinations and events. This generates a list of tourist spots that are highly relevant to the user. 【0416】 The server then uses a generative AI model to generate detailed information about each tourist destination. This information includes historical background, local culture, significant events, and even anecdotes that users might find interesting. The generated information is customized to focus on the points that users are most interested in. 【0417】 The user's device receives tourist information transmitted from the server and presents it to the user via screen or audio. If the user is using a smartphone, they can scroll through the displayed information or follow related links to view more details. If using a smart speaker, information is provided through voice interaction. 【0418】 Finally, users can provide feedback on the information provided via voice or text, sending further data to the server. Based on this feedback, the server can offer additional details or suggest new locations. This interactive process allows users to receive more personalized information and enjoy a more fulfilling travel experience. 【0419】 In this way, the system of the present invention can satisfy travelers' intellectual curiosity and realize a highly satisfying travel experience by providing tourism information optimized for each individual user based on the user's interests and real-time feedback. 【0420】 The following describes the processing flow. 【0421】 Step 1: 【0422】 The user's device obtains its current location information using GPS with the user's permission. It also collects previously specified interest information and travel history from the user and sends this data to the server. 【0423】 Step 2: 【0424】 The server analyzes location and interest information received from the user's terminal. It identifies the user's current location from the location information and searches the database for nearby tourist destinations. Based on the interest information, it prioritizes selecting tourist destinations that are highly relevant to the user. 【0425】 Step 3: 【0426】 The server utilizes a generative AI model to generate detailed information about the selected tourist destination. This includes specific historical background, cultural significance, recommended points of interest, and even interesting anecdotes. During this process, the information is customized to the user's interests. 【0427】 Step 4: 【0428】 The server sends the generated tourist information to the user's terminal. The information is provided in the format that is easiest for the user to understand (audio or text). 【0429】 Step 5: 【0430】 The user terminal displays the received tourist information to the user and provides voice guidance if voice guidance is used. It also receives user feedback and prepares it to be sent to the server. 【0431】 Step 6: 【0432】 The user enters feedback or additional questions regarding the provided information into the terminal. The user terminal then sends this information to the server. 【0433】 Step 7: 【0434】 The server analyzes user feedback and, if necessary, derives additional information and relevant new tourist spots. This information is then sent back to the user's terminal to provide further guidance. 【0435】 Through these steps, the system can provide users with real-time and personalized tourist information. 【0436】 (Example 1) 【0437】 Next, we will describe Example 1. 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." 【0438】 Conventional tourism information systems often lacked sufficient detailed personalization based on the user's location and individual interests, providing only general information. This made it difficult for travelers to obtain the most relevant information, resulting in decreased satisfaction. This invention aims to enhance the traveler's experience by providing optimized tourism information based on the user's preferences and current location. 【0439】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0440】 In this invention, the server includes means for collecting the user's current location information and preference information, means for calculating relevant visited location information based on the collected current location information and preference information, and means for generating detailed information using a generative AI model. This makes it possible to provide detailed and highly relevant tourist information based on each user's individual interests in real time. 【0441】 A "user" refers to an individual who uses the system to receive tourist information. 【0442】 "Current location information" refers to data indicating the user's geographical location, and is primarily obtained through GPS technology. 【0443】 "Preference information" refers to information about categories of interests and preferences that users have registered in advance. 【0444】 "Visited location information" refers to information about tourist destinations and events selected based on the user's current location and preferences. 【0445】 A "generative AI model" is a model that uses artificial intelligence technology to generate text or information based on specific inputs. 【0446】 A "user terminal" refers to a device used by a user to receive and process tourist information. 【0447】 "Input" refers to feedback or requests that users provide to the system via voice or text. 【0448】 This invention is a system that provides optimized tourist information based on the user's current location and preferences. The system mainly consists of a combination of a user terminal, a server, and a generating AI model. 【0449】 First, the user terminal uses GPS functionality to obtain the user's current location. In addition, it stores user preference information (e.g., history, art, food culture, etc.) that the user has registered in advance. The user terminal then transmits this information to the server. 【0450】 The server calculates relevant visitor information based on the received current location and preference information. Specifically, it refers to a database of geographically nearby tourist destinations to identify spots that match the user's interests. 【0451】 Next, the server generates detailed information for each location using a generative AI model. This AI model generates text information that includes past events, local cultural characteristics, and episodes related to the user's interests. For example, a model incorporating natural language processing techniques might be used as the generative AI. 【0452】 The user terminal displays information sent from the server to the user. In the case of a smartphone, the information is displayed on the screen, and the user can scroll to view it. Furthermore, if a voice interface is used, the generated information can also be provided via voice. 【0453】 Users can provide feedback on the tourist information provided. This feedback is sent to the server in voice or text format, and the system uses this feedback to provide further information or suggest new spots. 【0454】 For example, if a user prompts, "Please recommend some food culture spots near my current location," the system will suggest nearby places related to food culture and provide details about them. 【0455】 In this way, the system of the present invention can provide personalized tourist information based on each user's interests and current location, thereby improving the travel experience. 【0456】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0457】 Step 1: 【0458】 The user's device uses GPS functionality to obtain the user's current location information. The input process includes acquiring GPS data from the smartphone. The output generates location data showing the user's latitude and longitude, and this data is sent to the server. At the same time, the device also sends previously registered preference information. 【0459】 Step 2: 【0460】 The server calculates relevant visitor information based on the current location and preference information received from the user's terminal. The inputs are location information and preference information. The server searches a database to identify tourist spots that are geographically close and match the user's preferences. A list of suitable tourist destinations is generated as output. 【0461】 Step 3: 【0462】 The server uses a generative AI model to generate detailed information about identified tourist spots. The input includes a list of tourist destinations. The AI ​​model processes historical events and cultural context to create detailed descriptions for each spot. The output is detailed text information about the tourist spots. 【0463】 Step 4: 【0464】 The user terminal presents the user with detailed information sent from the server. The input is the detailed information from the server. The terminal displays this information on the screen or provides it through audio output. The output is a state in which the user receives the information visually or aurally. 【0465】 Step 5: 【0466】 Users provide feedback on the tourist information provided. This feedback can be in the form of voice or text. This information is sent to the server, and the output allows the system to provide further information and suggest new spots. 【0467】 (Application Example 1) 【0468】 Next, we will explain Application Example 1. In the following explanation, 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." 【0469】 Conventional tourism information systems fail to generate optimal travel routes based on users' location and interests, making it difficult to provide travelers with an efficient and fulfilling travel experience. Furthermore, they lack mechanisms for interactively exchanging information with users and incorporating their feedback in real time. Therefore, there is a need to realize a more personalized tourism experience. 【0470】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. 【0471】 In this invention, the server includes means for acquiring location data and interest data, means for generating relevant tourist information based on the acquired location data and interest data, and means for generating a tourist route optimized for the user together with the generated tourist information. This provides a tourist route customized according to the user's current location and interests, enabling a more satisfying travel experience through interactive information exchange. 【0472】 "Location data" refers to information indicating the user's current geographical location, and is obtained using GPS or other location-based technologies. 【0473】 "Interest data" refers to information about the interests and preferences that users have registered in advance, and it reflects the preferences of travelers. 【0474】 "Tourism information" refers to detailed information about tourist destinations and events, including their historical background and cultural significance. 【0475】 A "tour route" is a suggested path generated based on the user's location and interests, serving as a guide to help travelers enjoy sightseeing efficiently. 【0476】 A "display device" is a device that presents generated tourist information and tourist routes to the user visually or audibly, and smartphones are an example of such devices. 【0477】 The system for carrying out this invention provides tourist information and optimized tourist routes based on the user's current location and interests. This system mainly consists of a user terminal, a server, and a generative AI model. 【0478】 The user's device acquires location data using technologies such as GPS. This device includes smartphones and tablets. Interest data registered by the user in advance is also managed here. This data is sent to a server for the following processing. 【0479】 The server generates relevant tourist information based on received location and interest data. This generated information is further refined using a generative AI model installed on the server. This model generates information including the historical background, cultural significance, and related anecdotes of tourist destinations and events, providing the most relevant content for the user. 【0480】 The generated tourist information, along with an optimized tourist route, is transmitted to the user's terminal. The user's terminal presents this information to the user via display or audio output, providing tourist guidance. This allows the user to receive route suggestions for efficient sightseeing. 【0481】 Users can provide feedback on the presented tourist information and routes. This feedback can be done using voice input or tap gestures. This feedback is sent back to the server, where the generating AI model updates the information and reflects it in the next tourist guide. 【0482】 As a concrete example, when a user visits Kyoto City, they can receive route suggestions via their smartphone that include historical temples and famous art museums. In this case, the generating AI model generates tourist information using the prompt message, "User's current location: Kyoto city center. Interest categories: History, art. Please generate detailed information on related tourist spots." This makes it possible to provide a rich, customized tourist experience for each individual user. 【0483】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0484】 Step 1: 【0485】 The user terminal uses GPS technology to obtain the user's current location. This location data, along with the user's pre-registered interest data, is sent to the server. The input is the current location and interest data, and the output is an information packet containing them. 【0486】 Step 2: 【0487】 The server analyzes the received location data and interest data. Based on this, the server searches the database for relevant tourist information and sends prompt messages to the generating AI model. The input is location data and interest data, and the output is tourist information generated by the prompt messages. 【0488】 Step 3: 【0489】 The AI ​​model generates detailed tourist information, including the historical background, cultural significance, and related anecdotes of the tourist destination, based on the submitted prompt text. The output information is returned to the server. The input is a prompt text, and the output is detailed tourist information. 【0490】 Step 4: 【0491】 The server generates detailed tourist information and an optimized tourist route based on the user's location, and sends it to the user's terminal. The input is detailed tourist information and location data, and the output is an information packet including the tourist route. 【0492】 Step 5: 【0493】 The user terminal presents the received tourist information and tourist routes to the user using a display device or audio output device. The input is an information packet including the tourist route, and the output is a visual or auditory presentation of information. 【0494】 Step 6: 【0495】 Users provide feedback on the presented tourist information and routes. This feedback is sent to the server via voice input or tap gestures. Input is user feedback, and output is a feedback packet. 【0496】 Step 7: 【0497】 The server receives feedback from users, sends the information back to the generating AI model to update the tourist information, and incorporates it into the next information provision. The input is the feedback packet, and the output is the updated tourist information. 【0498】 Furthermore, an emotion engine that estimates the user's emotions may be incorporated. That is, the identification processing unit 290 may use the emotion identification model 59 to estimate the user's emotions and perform identification processing using the user's emotions. 【0499】 This invention is a personalized travel guidance system that comprehensively utilizes the user's location information, interest information, and emotional information to further enhance the user's travel experience. This system functions by combining a user terminal, a server, a generative AI model, and an emotional engine. 【0500】 First, the user's device uses location services to obtain the user's current location and sends that data to the server. It also sends the server information including the user's pre-registered interests. Simultaneously, the emotion engine analyzes the user's emotional information using voice input and the camera, and provides this information to the server as well. 【0501】 The server receives this information and searches its database for tourist destinations related to the user's current location. When generating a list of selected tourist destinations, it also takes into account the user's interests and emotional state. For example, if the user is emotionally relaxed, the server can suggest many quiet places and spots with abundant nature. 【0502】 Next, the server uses a generative AI model to generate detailed information about the selected tourist destination. This information includes historical background, cultural significance, and related anecdotes, as well as an approach tailored to the user's current emotions. If the user is excited, information about events and active experiences will be highlighted. 【0503】 The user terminal presents the received information to the user. It can provide information via voice guidance or text, and the guidance is tailored to the user's emotional state. Furthermore, it receives user feedback in real time and transmits changes in emotion to the server as they occur. 【0504】 Finally, the server generates further information and re-selects tourist destinations based on user feedback and changes in emotions, providing the user with the most suitable information. In this way, the present invention provides tourist information that dynamically reflects the user's emotions, thereby realizing a more fulfilling experience for travelers. 【0505】 The following describes the processing flow. 【0506】 Step 1: 【0507】 The user's terminal uses GPS functionality to obtain the user's current location information. Additionally, the system stores the user's pre-configured interest information, and this data is sent to the server. 【0508】 Step 2: 【0509】 The user terminal uses its built-in camera and microphone to input the user's facial expressions and voice into the emotion engine. The emotion engine analyzes the user's emotional state and sends the results to the server. 【0510】 Step 3: 【0511】 The server receives the user's location, interests, and sentiment information, and matches it against a database to search for relevant tourist destinations. Based on the user's interests and current sentiment state, it generates a list of appropriate tourist destinations. 【0512】 Step 4: 【0513】 The server uses a generative AI model to generate detailed information about selected tourist destinations. This information includes historical background, cultural significance, and interesting anecdotes, and the content is customized according to the user's emotional state. 【0514】 Step 5: 【0515】 The user terminal presents tourist information received from the server to the user in an appropriate format. An interface tailored to the user's mood is used; for example, if the user is relaxed, quiet and calming suggestions are provided via voice guidance. 【0516】 Step 6: 【0517】 Users enjoy sightseeing based on the information provided and simultaneously provide feedback and ask additional questions through their devices. This information is transmitted to the server in real time. 【0518】 Step 7: 【0519】 The server generates additional information as needed based on user feedback and new sentiment information, and sends it back to the user's device. This ensures that users consistently receive up-to-date and personalized information. 【0520】 (Example 2) 【0521】 Next, we will describe Example 2. 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." 【0522】 In modern tourism experiences, personalized guidance based on the individual traveler's interests and emotions is in demand. However, current systems rely solely on location and interest information and are unable to provide appropriate guidance that takes into account the user's instantaneous emotional changes. As a result, there is a challenge in that users' travel experiences are not always satisfactory. 【0523】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0524】 In this invention, the server includes means for acquiring the user's location information, interest information, and emotional information; means for generating detailed information about tourist destinations using a generative AI model; and means for updating the information based on feedback and changes in emotions. This enables flexible and dynamic tourist guidance tailored to the user's interests and emotions. 【0525】 A "user terminal" is a computing device carried or owned by a user, used to acquire location information, interest information, and emotional information, and to communicate with a server. 【0526】 "Location information" refers to data used to identify the user's current geographical location. 【0527】 "Interest information" refers to information about places and activities that users have registered or selected in advance and wish to visit. 【0528】 "Emotional information" refers to data that indicates the user's psychological state, obtained by analyzing the user's voice, facial expressions, and other factors. 【0529】 A "server" is a device or system that has computing resources to process information collected from user terminals and generate and distribute tourist destination information. 【0530】 A "generative AI model" is an artificial intelligence technology that generates text information about tourist destinations based on a given prompt. 【0531】 "Tourism information" refers to information that includes detailed descriptions of a specific tourist destination, its historical background, cultural significance, and related anecdotes. 【0532】 "Feedback" refers to information about users' opinions, evaluations, and changes in their feelings towards the system. 【0533】 A "prompt statement" is a sentence or phrase used to instruct a generative AI model to generate information. 【0534】 This invention is a personalized sightseeing guidance system that enhances the user's travel experience. The system functions by combining a user terminal, a server, a generative AI model, and an emotion engine. 【0535】 The user terminal is a computing device such as a mobile device or computer, and it obtains the user's current location through location information services. Specifically, the terminal uses technologies such as GPS to determine its precise location. It also retrieves user-registered interest information from an internal database. In addition, it collects audio and images using microphones and cameras, and the user's emotional information is analyzed by an emotion engine. This information is transmitted to the server using a secure communication protocol. 【0536】 The server processes the received location, interest, and sentiment information. Based on the user's current location, it searches the database for relevant tourist destinations. A relationship database is sometimes used as an example of such a database. Next, it generates a list of tourist destinations based on the interest and sentiment information. The generated list is then further detailed using a generative AI model. Based on prompts, the generative AI model creates content related to the history, cultural significance, and the user's sentiment state of the tourist destinations. 【0537】 Examples of prompts for the generating AI model include instructions such as "the user is relaxed," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." 【0538】 The user terminal receives tourist information transmitted from the server and presents it to the user as audio guidance or text. The format of the guidance is tailored to the user's current emotional state. Real-time feedback is received from the user, and any changes in emotion are transmitted to the server. This information is used to adjust the list of tourist destinations and the content of the guidance provided. 【0539】 This system allows users to always receive the latest and most optimized tourist information, enriching their travel experience. 【0540】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0541】 Step 1: 【0542】 The user terminal uses GPS to obtain the user's current location. This location information becomes the input. Simultaneously, the terminal retrieves the user's interest information from an internal database and uses this as input as well. Furthermore, it captures audio and images using a microphone and camera, and analyzes the user's emotional information using an emotion engine. This process yields the user's location information, interest information, and emotional information as output. 【0543】 Step 2: 【0544】 The user terminal sends acquired location information, interest information, and sentiment information to the server. The input here consists of various data collected by the terminal. The server receives this data and consults a relationship database to search for tourist destinations related to the user's current location. This is a data calculation based on location information, and a list of tourist destinations is output. 【0545】 Step 3: 【0546】 The server filters the list of tourist destinations using interest and sentiment information. Specifically, the program selects tourist destinations that match the user's interests and adjusts their priority based on sentiment information. As a result of this data processing, an optimized list of tourist destinations is output. 【0547】 Step 4: 【0548】 The server sends prompts to the generating AI model, which then generates detailed information about the selected tourist destination. These prompts may include specific examples such as "the user is relaxing," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." The output of this generation process includes recommendations tailored to the history, cultural significance, and user sentiment of the tourist destination. 【0549】 Step 5: 【0550】 The user terminal displays tourist information received from the server. The display format is either audio guidance or text information, and the input information is the detailed information obtained in step 4. The output is specific guidance information that the user can interact with. 【0551】 Step 6: 【0552】 Users input feedback through their devices, and this information is sent to the server in real time. This feedback includes the user's latest state, including changes in their emotions. The server receives this information as input, processes the data to update the list of tourist attractions and guide content, and outputs the latest guide information. 【0553】 (Application Example 2) 【0554】 Next, we will explain Application Example 2. In the following explanation, 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." 【0555】 Existing tourist information systems only provide basic tourist information based on the user's location and interests, and have limitations in providing personalized experiences that take into account the traveler's emotional state. Furthermore, the lack of dynamic information updates through real-time responses and feedback makes it difficult to realize the experiences that travelers truly desire. 【0556】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0557】 In this invention, the server includes means for acquiring the user's spatial location information, interest information, and emotional information; means for generating relevant tourist location information based on the acquired spatial location information, interest information, and emotional information; and means for presenting the generated tourist location information to the user's device. This makes it possible to provide dynamic and personalized tourist information that corresponds to the user's emotional state. 【0558】 "User spatial location information" refers to data indicating the user's current location, which is obtained through GPS or networks. 【0559】 "Interest information" refers to information about specific themes or genres that a user is interested in. 【0560】 "Emotional information" refers to data that expresses the user's psychological state and emotions, and is obtained through voice and facial expression analysis. 【0561】 "Tourist information" refers to information about tourist destinations and spots provided based on the user's interests and current feelings. 【0562】 A "user device" is a mobile device used to interact with the user through the presentation of tourist information and voice input / output. 【0563】 To realize this invention, the following system configuration and process are used. 【0564】 The server receives spatial location information, interest information, and emotional information transmitted from the user's terminal. Location information is obtained using location services such as GPS, and interest information is acquired from data registered by the user in advance. Emotional information is interpreted by an emotional analysis engine based on voice and facial expression data provided by the user through the terminal's camera and microphone. 【0565】 The server uses a generative AI model based on the collected information to generate tourist destination information tailored to the user. This tourist destination information is customized according to the user's current emotional state and interests, and includes historical background, cultural significance, and other relevant anecdotes. It also detects changes in the user's emotions in real time and adjusts the information presented accordingly. 【0566】 The user device presents the generated tourist information to the user as audio, text, or visual information. The information received by the user is adjusted in its presentation and content according to their emotional state. Furthermore, user feedback is received in real time and sent to the server as new information, so the information is updated as it progresses. 【0567】 As a concrete example, consider a case where a user is looking for sightseeing information in Tokyo. If the user's emotional state is determined to be relaxed, the server will suggest quiet places with natural environments, such as parks and temples. Conversely, if the user is determined to be excited, the server will emphasize information about events and nightlife. 【0568】 Examples of prompt messages include the following: 【0569】 "The user's current location is Tokyo Station. Their interests include modern Japanese architecture, and their emotions are heightened curiosity and excitement. Based on this, please suggest appropriate tourist destinations, their historical background, and ways to enjoy them." 【0570】 In this way, personalized travel experiences are realized by dynamically providing tourist information according to the user's emotions and interests. 【0571】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0572】 Step 1: 【0573】 The user terminal obtains the user's spatial location information using location services. This utilizes a GPS module, and the user's current coordinates are sent to the server. The input is GPS data, and the output is the transmission of location information data to the server. 【0574】 Step 2: 【0575】 The user terminal sends the user's pre-registered interest information to the server. The input here is the user's profile data, and the output is the transmission of that data to the server. This data includes information about the user's areas of interest and themes. 【0576】 Step 3: 【0577】 The user terminal uses its built-in camera and microphone to capture the user's facial expressions and voice, which are then analyzed by an emotion analysis engine. The input is the captured audio and video data, and the output is the transmission of the user's emotional state data to the server. 【0578】 Step 4: 【0579】 The server integrates received spatial location information, interest information, and sentiment information, and uses a generative AI model to generate relevant tourist destination information. Prompt messages are created at this point. Inputs are various user information, and outputs are tourist information and action suggestions tailored to the user. 【0580】 Step 5: 【0581】 The generated tourist location information is sent to the user's device and displayed. It is presented in a format suitable for the user, such as audio, text, or visual. The input is information provided by the server, and the output is information provided through the user interface. 【0582】 Step 6: 【0583】 The user terminal receives feedback from the user and sends it to the server. This feedback is the user's response to the information provided. The input is the user's response data, and the output is the transmission of feedback data to the server. 【0584】 Step 7: 【0585】 The server analyzes user feedback and emotional changes, and uses a generative AI model to regenerate or readjust the information. This ensures that the next tourist destination information provided is more relevant to the user. The input is feedback data and emotional information, and the output is newly customized tourist information. 【0586】 The specific processing unit 290 transmits the result of the specific processing to the headset terminal 314. In the headset terminal 314, the control unit 46A causes the speaker 240 and display 343 to output the result of the specific processing. The microphone 238 acquires audio indicating user input for the result of the specific processing. The control unit 46A transmits the audio data indicating user input acquired by the microphone 238 to the data processing unit 12. In the data processing unit 12, the specific processing unit 290 acquires the audio data. 【0587】 Data generation model 58 is a type of so-called generative AI (Artificial Intelligence). One example of data generation model 58 is ChatGPT (Internet search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0588】 In the above embodiment, an example was given in which specific processing is performed by the data processing device 12, but the technology of this disclosure is not limited thereto, and specific processing may also be performed by the headset terminal 314. 【0589】 [Fourth Embodiment] 【0590】 Figure 7 shows an example of the configuration of the data processing system 410 according to the fourth embodiment. 【0591】 As shown in Figure 7, the 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. 【0592】 The data processing device 12 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0593】 The robot 414 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication interface 44, and a controlled object 443. The computer 36 includes a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The microphone 238, speaker 240, camera 42, and controlled object 443 are also connected to the bus 52. 【0594】 The microphone 238 receives voice signals from the user 20 and receives instructions from the user 20. The microphone 238 captures the voice signals from the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to the instructions from the processor 46. 【0595】 Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the area around the user 20 (for example, an imaging range defined by a field of view equivalent to the width of a typical healthy person's field of vision). 【0596】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various information between processor 46 and processor 28 via network 54. The exchange of various information between processor 46 and processor 28 using communication interfaces 44 and 26 is performed in a secure manner. 【0597】 The controlled object 443 includes a display device, LEDs in the eyes, and motors that drive 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 robot 414's emotions can be expressed by controlling these motors. Furthermore, the robot 414's facial expressions can also be expressed by controlling the illumination state of the LEDs in its eyes. 【0598】 Figure 8 shows an example of the main functions of the data processing device 12 and the robot 414. As shown in Figure 8, the data processing device 12 performs specific processing using the processor 28. The storage 32 stores the specific processing program 56. 【0599】 The specific processing program 56 is an example of a "program" relating to the technology of this 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. 【0600】 The storage 32 stores the data generation model 58 and the emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. 【0601】 In robot 414, the processor 46 performs the reception output processing. The storage 50 stores the reception output program 60. 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 processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0602】 Next, the specific processing performed by the specific processing unit 290 of the data processing device 12 will be described. In the following description, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0603】 This invention relates to a system that provides personalized travel information to enhance the user's travel experience. This system functions by combining a user terminal, a server, and a generative AI model. 【0604】 First, the user's device acquires location information about the user's current location using technologies such as GPS. By sending this location information, along with past travel history and pre-registered interest categories (e.g., history, art, food culture) to the server, the collection of information tailored to the user's travel purpose begins. 【0605】 Next, the server receives and analyzes the information. Based on the user's location and interests, the server identifies appropriate tourist destinations and events. This generates a list of tourist spots that are highly relevant to the user. 【0606】 The server then uses a generative AI model to generate detailed information about each tourist destination. This information includes historical background, local culture, significant events, and even anecdotes that users might find interesting. The generated information is customized to focus on the points that users are most interested in. 【0607】 The user's device receives tourist information transmitted from the server and presents it to the user via screen or audio. If the user is using a smartphone, they can scroll through the displayed information or follow related links to view more details. If using a smart speaker, information is provided through voice interaction. 【0608】 Finally, users can provide feedback on the information provided via voice or text, sending further data to the server. Based on this feedback, the server can offer additional details or suggest new locations. This interactive process allows users to receive more personalized information and enjoy a more fulfilling travel experience. 【0609】 In this way, the system of the present invention can satisfy travelers' intellectual curiosity and realize a highly satisfying travel experience by providing tourism information optimized for each individual user based on the user's interests and real-time feedback. 【0610】 The following describes the processing flow. 【0611】 Step 1: 【0612】 The user's device obtains its current location information using GPS with the user's permission. It also collects previously specified interest information and travel history from the user and sends this data to the server. 【0613】 Step 2: 【0614】 The server analyzes location and interest information received from the user's terminal. It identifies the user's current location from the location information and searches the database for nearby tourist destinations. Based on the interest information, it prioritizes selecting tourist destinations that are highly relevant to the user. 【0615】 Step 3: 【0616】 The server utilizes a generative AI model to generate detailed information about the selected tourist destination. This includes specific historical background, cultural significance, recommended points of interest, and even interesting anecdotes. During this process, the information is customized to the user's interests. 【0617】 Step 4: 【0618】 The server sends the generated tourist information to the user's terminal. The information is provided in the format that is easiest for the user to understand (audio or text). 【0619】 Step 5: 【0620】 The user terminal displays the received tourist information to the user and provides voice guidance if voice guidance is used. It also receives user feedback and prepares it to be sent to the server. 【0621】 Step 6: 【0622】 The user enters feedback or additional questions regarding the provided information into the terminal. The user terminal then sends this information to the server. 【0623】 Step 7: 【0624】 The server analyzes user feedback and, if necessary, derives additional information and relevant new tourist spots. This information is then sent back to the user's terminal to provide further guidance. 【0625】 Through these steps, the system can provide users with real-time and personalized tourist information. 【0626】 (Example 1) 【0627】 Next, we will describe Example 1. In the following description, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0628】 Conventional tourism information systems often lacked sufficient detailed personalization based on the user's location and individual interests, providing only general information. This made it difficult for travelers to obtain the most relevant information, resulting in decreased satisfaction. This invention aims to enhance the traveler's experience by providing optimized tourism information based on the user's preferences and current location. 【0629】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0630】 In this invention, the server includes means for collecting the user's current location information and preference information, means for calculating relevant visited location information based on the collected current location information and preference information, and means for generating detailed information using a generative AI model. This makes it possible to provide detailed and highly relevant tourist information based on each user's individual interests in real time. 【0631】 A "user" refers to an individual who uses the system to receive tourist information. 【0632】 "Current location information" refers to data indicating the user's geographical location, and is primarily obtained through GPS technology. 【0633】 "Preference information" refers to information about categories of interests and preferences that users have registered in advance. 【0634】 "Visited location information" refers to information about tourist destinations and events selected based on the user's current location and preferences. 【0635】 A "generative AI model" is a model that uses artificial intelligence technology to generate text or information based on specific inputs. 【0636】 A "user terminal" refers to a device used by a user to receive and process tourist information. 【0637】 "Input" refers to feedback or requests that users provide to the system via voice or text. 【0638】 This invention is a system that provides optimized tourist information based on the user's current location and preferences. The system mainly consists of a combination of a user terminal, a server, and a generating AI model. 【0639】 First, the user terminal uses GPS functionality to obtain the user's current location. In addition, it stores user preference information (e.g., history, art, food culture, etc.) that the user has registered in advance. The user terminal then transmits this information to the server. 【0640】 The server calculates relevant visitor information based on the received current location and preference information. Specifically, it refers to a database of geographically nearby tourist destinations to identify spots that match the user's interests. 【0641】 Next, the server generates detailed information for each location using a generative AI model. This AI model generates text information that includes past events, local cultural characteristics, and episodes related to the user's interests. For example, a model incorporating natural language processing techniques might be used as the generative AI. 【0642】 The user terminal displays information sent from the server to the user. In the case of a smartphone, the information is displayed on the screen, and the user can scroll to view it. Furthermore, if a voice interface is used, the generated information can also be provided via voice. 【0643】 Users can provide feedback on the tourist information provided. This feedback is sent to the server in voice or text format, and the system uses this feedback to provide further information or suggest new spots. 【0644】 For example, if a user prompts, "Please recommend some food culture spots near my current location," the system will suggest nearby places related to food culture and provide details about them. 【0645】 In this way, the system of the present invention can provide personalized tourist information based on each user's interests and current location, thereby improving the travel experience. 【0646】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0647】 Step 1: 【0648】 The user's device uses GPS functionality to obtain the user's current location information. The input process includes acquiring GPS data from the smartphone. The output generates location data showing the user's latitude and longitude, and this data is sent to the server. At the same time, the device also sends previously registered preference information. 【0649】 Step 2: 【0650】 The server calculates relevant visitor information based on the current location and preference information received from the user's terminal. The inputs are location information and preference information. The server searches a database to identify tourist spots that are geographically close and match the user's preferences. A list of suitable tourist destinations is generated as output. 【0651】 Step 3: 【0652】 The server uses a generative AI model to generate detailed information about identified tourist spots. The input includes a list of tourist destinations. The AI ​​model processes historical events and cultural context to create detailed descriptions for each spot. The output is detailed text information about the tourist spots. 【0653】 Step 4: 【0654】 The user terminal presents the user with detailed information sent from the server. The input is the detailed information from the server. The terminal displays this information on the screen or provides it through audio output. The output is a state in which the user receives the information visually or aurally. 【0655】 Step 5: 【0656】 Users provide feedback on the tourist information provided. This feedback can be in the form of voice or text. This information is sent to the server, and the output allows the system to provide further information and suggest new spots. 【0657】 (Application Example 1) 【0658】 Next, we will explain Application Example 1. In the following explanation, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0659】 Conventional tourism information systems fail to generate optimal travel routes based on users' location and interests, making it difficult to provide travelers with an efficient and fulfilling travel experience. Furthermore, they lack mechanisms for interactively exchanging information with users and incorporating their feedback in real time. Therefore, there is a need to realize a more personalized tourism experience. 【0660】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. 【0661】 In this invention, the server includes means for acquiring location data and interest data, means for generating relevant tourist information based on the acquired location data and interest data, and means for generating a tourist route optimized for the user together with the generated tourist information. This provides a tourist route customized according to the user's current location and interests, enabling a more satisfying travel experience through interactive information exchange. 【0662】 "Location data" refers to information indicating the user's current geographical location, and is obtained using GPS or other location-based technologies. 【0663】 "Interest data" refers to information about the interests and preferences that users have registered in advance, and it reflects the preferences of travelers. 【0664】 "Tourism information" refers to detailed information about tourist destinations and events, including their historical background and cultural significance. 【0665】 A "tour route" is a suggested path generated based on the user's location and interests, serving as a guide to help travelers enjoy sightseeing efficiently. 【0666】 A "display device" is a device that presents generated tourist information and tourist routes to the user visually or audibly, and smartphones are an example of such devices. 【0667】 The system for carrying out this invention provides tourist information and optimized tourist routes based on the user's current location and interests. This system mainly consists of a user terminal, a server, and a generative AI model. 【0668】 The user's device acquires location data using technologies such as GPS. This device includes smartphones and tablets. Interest data registered by the user in advance is also managed here. This data is sent to a server for the following processing. 【0669】 The server generates relevant tourist information based on received location and interest data. This generated information is further refined using a generative AI model installed on the server. This model generates information including the historical background, cultural significance, and related anecdotes of tourist destinations and events, providing the most relevant content for the user. 【0670】 The generated tourist information, along with an optimized tourist route, is transmitted to the user's terminal. The user's terminal presents this information to the user via display or audio output, providing tourist guidance. This allows the user to receive route suggestions for efficient sightseeing. 【0671】 Users can provide feedback on the presented tourist information and routes. This feedback can be done using voice input or tap gestures. This feedback is sent back to the server, where the generating AI model updates the information and reflects it in the next tourist guide. 【0672】 As a concrete example, when a user visits Kyoto City, they can receive route suggestions via their smartphone that include historical temples and famous art museums. In this case, the generating AI model generates tourist information using the prompt message, "User's current location: Kyoto city center. Interest categories: History, art. Please generate detailed information on related tourist spots." This makes it possible to provide a rich, customized tourist experience for each individual user. 【0673】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0674】 Step 1: 【0675】 The user terminal uses GPS technology to obtain the user's current location. This location data, along with the user's pre-registered interest data, is sent to the server. The input is the current location and interest data, and the output is an information packet containing them. 【0676】 Step 2: 【0677】 The server analyzes the received location data and interest data. Based on this, the server searches the database for relevant tourist information and sends prompt messages to the generating AI model. The input is location data and interest data, and the output is tourist information generated by the prompt messages. 【0678】 Step 3: 【0679】 The AI ​​model generates detailed tourist information, including the historical background, cultural significance, and related anecdotes of the tourist destination, based on the submitted prompt text. The output information is returned to the server. The input is a prompt text, and the output is detailed tourist information. 【0680】 Step 4: 【0681】 The server generates detailed tourist information and an optimized tourist route based on the user's location, and sends it to the user's terminal. The input is detailed tourist information and location data, and the output is an information packet including the tourist route. 【0682】 Step 5: 【0683】 The user terminal presents the received tourist information and tourist routes to the user using a display device or audio output device. The input is an information packet including the tourist route, and the output is a visual or auditory presentation of information. 【0684】 Step 6: 【0685】 Users provide feedback on the presented tourist information and routes. This feedback is sent to the server via voice input or tap gestures. Input is user feedback, and output is a feedback packet. 【0686】 Step 7: 【0687】 The server receives feedback from users, sends the information back to the generating AI model to update the tourist information, and incorporates it into the next information provision. The input is the feedback packet, and the output is the updated tourist information. 【0688】 Furthermore, an emotion engine that estimates the user's emotions may be incorporated. That is, the identification processing unit 290 may use the emotion identification model 59 to estimate the user's emotions and perform identification processing using the user's emotions. 【0689】 This invention is a personalized travel guidance system that comprehensively utilizes the user's location information, interest information, and emotional information to further enhance the user's travel experience. This system functions by combining a user terminal, a server, a generative AI model, and an emotional engine. 【0690】 First, the user's device uses location services to obtain the user's current location and sends that data to the server. It also sends the server information including the user's pre-registered interests. Simultaneously, the emotion engine analyzes the user's emotional information using voice input and the camera, and provides this information to the server as well. 【0691】 The server receives this information and searches its database for tourist destinations related to the user's current location. When generating a list of selected tourist destinations, it also takes into account the user's interests and emotional state. For example, if the user is emotionally relaxed, the server can suggest many quiet places and spots with abundant nature. 【0692】 Next, the server uses a generative AI model to generate detailed information about the selected tourist destination. This information includes historical background, cultural significance, and related anecdotes, as well as an approach tailored to the user's current emotions. If the user is excited, information about events and active experiences will be highlighted. 【0693】 The user terminal presents the received information to the user. It can provide information via voice guidance or text, and the guidance is tailored to the user's emotional state. Furthermore, it receives user feedback in real time and transmits changes in emotion to the server as they occur. 【0694】 Finally, the server generates further information and re-selects tourist destinations based on user feedback and changes in emotions, providing the user with the most suitable information. In this way, the present invention provides tourist information that dynamically reflects the user's emotions, thereby realizing a more fulfilling experience for travelers. 【0695】 The following describes the processing flow. 【0696】 Step 1: 【0697】 The user's terminal uses GPS functionality to obtain the user's current location information. Additionally, the system stores the user's pre-configured interest information, and this data is sent to the server. 【0698】 Step 2: 【0699】 The user terminal uses its built-in camera and microphone to input the user's facial expressions and voice into the emotion engine. The emotion engine analyzes the user's emotional state and sends the results to the server. 【0700】 Step 3: 【0701】 The server receives the user's location, interests, and sentiment information, and matches it against a database to search for relevant tourist destinations. Based on the user's interests and current sentiment state, it generates a list of appropriate tourist destinations. 【0702】 Step 4: 【0703】 The server uses a generative AI model to generate detailed information about selected tourist destinations. This information includes historical background, cultural significance, and interesting anecdotes, and the content is customized according to the user's emotional state. 【0704】 Step 5: 【0705】 The user terminal presents tourist information received from the server to the user in an appropriate format. An interface tailored to the user's mood is used; for example, if the user is relaxed, quiet and calming suggestions are provided via voice guidance. 【0706】 Step 6: 【0707】 Users enjoy sightseeing based on the information provided and simultaneously provide feedback and ask additional questions through their devices. This information is transmitted to the server in real time. 【0708】 Step 7: 【0709】 The server generates additional information as needed based on user feedback and new sentiment information, and sends it back to the user's device. This ensures that users consistently receive up-to-date and personalized information. 【0710】 (Example 2) 【0711】 Next, we will describe Example 2. In the following description, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0712】 In modern tourism experiences, personalized guidance based on the individual traveler's interests and emotions is in demand. However, current systems rely solely on location and interest information and are unable to provide appropriate guidance that takes into account the user's instantaneous emotional changes. As a result, there is a challenge in that users' travel experiences are not always satisfactory. 【0713】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0714】 In this invention, the server includes means for acquiring the user's location information, interest information, and emotional information; means for generating detailed information about tourist destinations using a generative AI model; and means for updating the information based on feedback and changes in emotions. This enables flexible and dynamic tourist guidance tailored to the user's interests and emotions. 【0715】 A "user terminal" is a computing device carried or owned by a user, used to acquire location information, interest information, and emotional information, and to communicate with a server. 【0716】 "Location information" refers to data used to identify the user's current geographical location. 【0717】 "Interest information" refers to information about places and activities that users have registered or selected in advance and wish to visit. 【0718】 "Emotional information" refers to data that indicates the user's psychological state, obtained by analyzing the user's voice, facial expressions, and other factors. 【0719】 A "server" is a device or system that has computing resources to process information collected from user terminals and generate and distribute tourist destination information. 【0720】 A "generative AI model" is an artificial intelligence technology that generates text information about tourist destinations based on a given prompt. 【0721】 "Tourism information" refers to information that includes detailed descriptions of a specific tourist destination, its historical background, cultural significance, and related anecdotes. 【0722】 "Feedback" refers to information about users' opinions, evaluations, and changes in their feelings towards the system. 【0723】 A "prompt statement" is a sentence or phrase used to instruct a generative AI model to generate information. 【0724】 This invention is a personalized sightseeing guidance system that enhances the user's travel experience. The system functions by combining a user terminal, a server, a generative AI model, and an emotion engine. 【0725】 The user terminal is a computing device such as a mobile device or computer, and it obtains the user's current location through location information services. Specifically, the terminal uses technologies such as GPS to determine its precise location. It also retrieves user-registered interest information from an internal database. In addition, it collects audio and images using microphones and cameras, and the user's emotional information is analyzed by an emotion engine. This information is transmitted to the server using a secure communication protocol. 【0726】 The server processes the received location, interest, and sentiment information. Based on the user's current location, it searches the database for relevant tourist destinations. A relationship database is sometimes used as an example of such a database. Next, it generates a list of tourist destinations based on the interest and sentiment information. The generated list is then further detailed using a generative AI model. Based on prompts, the generative AI model creates content related to the history, cultural significance, and the user's sentiment state of the tourist destinations. 【0727】 Examples of prompts for the generating AI model include instructions such as "the user is relaxed," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." 【0728】 The user terminal receives tourist information transmitted from the server and presents it to the user as audio guidance or text. The format of the guidance is tailored to the user's current emotional state. Real-time feedback is received from the user, and any changes in emotion are transmitted to the server. This information is used to adjust the list of tourist destinations and the content of the guidance provided. 【0729】 This system allows users to always receive the latest and most optimized tourist information, enriching their travel experience. 【0730】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0731】 Step 1: 【0732】 The user terminal uses GPS to obtain the user's current location. This location information becomes the input. Simultaneously, the terminal retrieves the user's interest information from an internal database and uses this as input as well. Furthermore, it captures audio and images using a microphone and camera, and analyzes the user's emotional information using an emotion engine. This process yields the user's location information, interest information, and emotional information as output. 【0733】 Step 2: 【0734】 The user terminal sends acquired location information, interest information, and sentiment information to the server. The input here consists of various data collected by the terminal. The server receives this data and consults a relationship database to search for tourist destinations related to the user's current location. This is a data calculation based on location information, and a list of tourist destinations is output. 【0735】 Step 3: 【0736】 The server filters the list of tourist destinations using interest and sentiment information. Specifically, the program selects tourist destinations that match the user's interests and adjusts their priority based on sentiment information. As a result of this data processing, an optimized list of tourist destinations is output. 【0737】 Step 4: 【0738】 The server sends prompts to the generating AI model, which then generates detailed information about the selected tourist destination. These prompts may include specific examples such as "the user is relaxing," "the user is staying in Kyoto," and "the user is looking for a place with abundant nature." The output of this generation process includes recommendations tailored to the history, cultural significance, and user sentiment of the tourist destination. 【0739】 Step 5: 【0740】 The user terminal displays tourist information received from the server. The display format is either audio guidance or text information, and the input information is the detailed information obtained in step 4. The output is specific guidance information that the user can interact with. 【0741】 Step 6: 【0742】 Users input feedback through their devices, and this information is sent to the server in real time. This feedback includes the user's latest state, including changes in their emotions. The server receives this information as input, processes the data to update the list of tourist attractions and guide content, and outputs the latest guide information. 【0743】 (Application Example 2) 【0744】 Next, we will explain application example 2. In the following explanation, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0745】 Existing tourist information systems only provide basic tourist information based on the user's location and interests, and have limitations in providing personalized experiences that take into account the traveler's emotional state. Furthermore, the lack of dynamic information updates through real-time responses and feedback makes it difficult to realize the experiences that travelers truly desire. 【0746】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0747】 In this invention, the server includes means for acquiring the user's spatial location information, interest information, and emotional information; means for generating relevant tourist location information based on the acquired spatial location information, interest information, and emotional information; and means for presenting the generated tourist location information to the user's device. This makes it possible to provide dynamic and personalized tourist information that corresponds to the user's emotional state. 【0748】 "User spatial location information" refers to data indicating the user's current location, which is obtained through GPS or networks. 【0749】 "Interest information" refers to information about specific themes or genres that a user is interested in. 【0750】 "Emotional information" refers to data that expresses the user's psychological state and emotions, and is obtained through voice and facial expression analysis. 【0751】 "Tourist information" refers to information about tourist destinations and spots provided based on the user's interests and current feelings. 【0752】 A "user device" is a mobile device used to interact with the user through the presentation of tourist information and voice input / output. 【0753】 To realize this invention, the following system configuration and process are used. 【0754】 The server receives spatial location information, interest information, and emotional information transmitted from the user's terminal. Location information is obtained using location services such as GPS, and interest information is acquired from data registered by the user in advance. Emotional information is interpreted by an emotional analysis engine based on voice and facial expression data provided by the user through the terminal's camera and microphone. 【0755】 The server uses a generative AI model based on the collected information to generate tourist destination information tailored to the user. This tourist destination information is customized according to the user's current emotional state and interests, and includes historical background, cultural significance, and other relevant anecdotes. It also detects changes in the user's emotions in real time and adjusts the information presented accordingly. 【0756】 The user device presents the generated tourist information to the user as audio, text, or visual information. The information received by the user is adjusted in its presentation and content according to their emotional state. Furthermore, user feedback is received in real time and sent to the server as new information, so the information is updated as it progresses. 【0757】 As a concrete example, consider a case where a user is looking for sightseeing information in Tokyo. If the user's emotional state is determined to be relaxed, the server will suggest quiet places with natural environments, such as parks and temples. Conversely, if the user is determined to be excited, the server will emphasize information about events and nightlife. 【0758】 Examples of prompt messages include the following: 【0759】 "The user's current location is Tokyo Station. Their interests include modern Japanese architecture, and their emotions are heightened curiosity and excitement. Based on this, please suggest appropriate tourist destinations, their historical background, and ways to enjoy them." 【0760】 In this way, personalized travel experiences are realized by dynamically providing tourist information according to the user's emotions and interests. 【0761】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0762】 Step 1: 【0763】 The user terminal obtains the user's spatial location information using location services. This utilizes a GPS module, and the user's current coordinates are sent to the server. The input is GPS data, and the output is the transmission of location information data to the server. 【0764】 Step 2: 【0765】 The user terminal sends the user's pre-registered interest information to the server. The input here is the user's profile data, and the output is the transmission of that data to the server. This data includes information about the user's areas of interest and themes. 【0766】 Step 3: 【0767】 The user terminal uses its built-in camera and microphone to capture the user's facial expressions and voice, which are then analyzed by an emotion analysis engine. The input is the captured audio and video data, and the output is the transmission of the user's emotional state data to the server. 【0768】 Step 4: 【0769】 The server integrates received spatial location information, interest information, and sentiment information, and uses a generative AI model to generate relevant tourist destination information. Prompt messages are created at this point. Inputs are various user information, and outputs are tourist information and action suggestions tailored to the user. 【0770】 Step 5: 【0771】 The generated tourist location information is sent to the user's device and displayed. It is presented in a format suitable for the user, such as audio, text, or visual. The input is information provided by the server, and the output is information provided through the user interface. 【0772】 Step 6: 【0773】 The user terminal receives feedback from the user and sends it to the server. This feedback is the user's response to the information provided. The input is the user's response data, and the output is the transmission of feedback data to the server. 【0774】 Step 7: 【0775】 The server analyzes user feedback and emotional changes, and uses a generative AI model to regenerate or readjust the information. This ensures that the next tourist destination information provided is more relevant to the user. The input is feedback data and emotional information, and the output is newly customized tourist information. 【0776】 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 controlled object 443 to output the result of the specific processing. The microphone 238 acquires audio indicating user input for the result of the specific processing. The control unit 46A transmits the audio data indicating user input acquired by the microphone 238 to the data processing unit 12. In the data processing unit 12, the specific processing unit 290 acquires the audio data. 【0777】 Data generation model 58 is a type of so-called generative AI (Artificial Intelligence). One example of data generation model 58 is ChatGPT (Internet search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0778】 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 this disclosure is not limited thereto, and the specific processing may also be performed by the robot 414. 【0779】 Furthermore, the emotion identification model 59, acting 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 a specific mapping, which is an emotion map (see Figure 9). Similarly, the emotion identification model 59 may also determine the robot's emotion, and the identification processing unit 290 may perform identification processing using the robot's emotion. 【0780】 Figure 9 shows an emotion map 400 in which multiple emotions are mapped. In the emotion map 400, emotions are arranged in concentric circles radiating from the center. The closer to the center of the concentric circles, the more primitive the emotions are located. Further out of the concentric circles, emotions representing states and actions arising from mental states are located. Emotion is a concept that includes feelings and mental states. On the left side of the concentric circles, emotions that are generally generated from reactions occurring in the brain are located. On the right side of the concentric circles, emotions that are generally induced by situational judgment are located. Above and below the concentric circles, emotions that are generally generated from reactions occurring in the brain and induced by situational judgment are located. In addition, the emotion of "pleasure" is located on the upper side of the concentric circles, and the emotion of "displeasure" is located on the lower side. Thus, in the emotion map 400, multiple emotions are mapped based on the structure in which emotions arise, and emotions that are likely to occur simultaneously are mapped close together. 【0781】 These emotions are distributed at the 3 o'clock position on the Emotion Map 400, and usually fluctuate between feelings of security and anxiety. In the right half of the Emotion Map 400, situational awareness takes precedence over internal feelings, resulting in a calm impression. 【0782】 The inside of the Emotion Map 400 represents inner thoughts, while the outside represents actions. Therefore, the further you go from the outside of the Emotion Map 400, the more visible (expressed in actions) your emotions become. 【0783】 Here, human emotions are based on various balances, such as posture and blood sugar levels. When these balances deviate from the ideal, it results in discomfort, and when they approach the ideal, it results in pleasure. Similarly, in robots, cars, motorcycles, etc., emotions can be created based on various balances, such as posture and battery level. When these balances deviate from the ideal, it results in discomfort, and when they approach the ideal, it results in pleasure. The emotion map can be generated, for example, based on Dr. Mitsuyoshi's emotion map (Research on a system for analyzing brain physiological signals of speech emotion recognition and emotion, Tokushima University, doctoral dissertation: https: / / ci.nii.ac.jp / naid / 500000375379). The left half of the emotion map contains emotions belonging to a region called "response," where sensation is dominant. The right half of the emotion map contains emotions belonging to a region called "situation," where situational awareness is dominant. 【0784】 The emotion map defines two emotions that promote learning. One is the emotion around the middle of the negative "repentance" and "reflection" on the situation side. In other words, it is 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 the emotion around the positive "desire" on the reaction side. In other words, it is when the robot has positive feelings such as "I want more" or "I want to know more." 【0785】 The emotion identification model 59 inputs user input into a pre-trained neural network, obtains emotion values ​​representing each emotion shown in the emotion map 400, and determines the user's emotion. This neural network is pre-trained based on multiple training data sets, which are combinations of user input and emotion values ​​representing each emotion shown in the emotion map 400. Furthermore, this neural network is trained so that emotions located close together have similar values, as shown in the emotion map 900 in Figure 10. Figure 10 shows an example where multiple emotions such as "reassured," "calm," and "confident" have similar emotion values. 【0786】 The above description primarily focuses on the functions of the data processing device 12 in relation to this disclosure. However, the system related to this disclosure is not necessarily implemented on a server. The system related to this disclosure may be implemented as a general information processing system. This disclosure may be implemented, for example, as a software program that runs on a personal computer or as an application that runs on a smartphone. The method related to this disclosure may be provided to users in SaaS (Software as a Service) format. 【0787】 In the above embodiment, an example was given in which a specific process is performed by a single computer 22. However, the technology of this disclosure is not limited thereto, and a distributed processing of the specific process may be performed by multiple computers, including computer 22. For example, a data generation model 58 may be provided in an external device of the data processing device 12, and the external device may generate data according to the input data. 【0788】 In the above embodiment, an example was given in which the specific processing program 56 is stored in the storage 32, but the technology of this disclosure is not limited thereto. For example, the specific processing program 56 may be stored in a portable, computer-readable, non-temporary storage medium such as a USB (Universal Serial Bus) memory. The specific processing program 56 stored in the non-temporary storage medium is installed in the computer 22 of the data processing device 12. The processor 28 executes specific processing according to the specific processing program 56. 【0789】 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. 【0790】 Furthermore, it is not necessary to store the entirety 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 the entirety of the specific processing program 56 in the storage 32; it is acceptable to store only a portion of the specific processing program 56. 【0791】 The following types of processors can be used as hardware resources to perform specific processing. Examples of processors include a CPU, a general-purpose processor that functions as a hardware resource to perform specific processing by executing software, i.e., a program. Other examples of processors include dedicated electrical circuits, such as FPGAs (Field-Programmable Gate Arrays), PLDs (Programmable Logic Devices), or ASICs (Application Specific Integrated Circuits), which have circuit configurations specifically designed to perform specific processing. All of these processors have built-in or connected memory, and all of them perform specific processing by using memory. 【0792】 The hardware resource that performs a specific process may consist of one of these various processors, or it may consist of 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). Alternatively, the hardware resource that performs a specific process may consist of a single processor. 【0793】 Examples of configurations using a single processor include, firstly, a configuration in which one or more CPUs and software are combined to form a single processor, and this processor functions as a hardware resource that performs a specific process. Secondly, there is a configuration using a processor that realizes the functions of the entire system, including multiple hardware resources that perform a specific process, on a single IC chip, as exemplified by SoCs (System-on-a-chip). In this way, a specific process is realized using one or more of the above types of processors as hardware resources. 【0794】 Furthermore, the hardware structure of these various processors can more specifically utilize electrical circuits that combine circuit elements such as semiconductor devices. Also, the specific processing described above is merely an example. Therefore, it goes without saying that unnecessary steps can be deleted, new steps added, or the processing order rearranged, as long as it does not deviate from the main purpose. 【0795】 The descriptions and illustrations presented above are detailed explanations of the technical aspects of this disclosure and are merely examples of the technical aspects. For example, the above descriptions of the structure, function, operation, and effect are examples of the structure, function, operation, and effect of the technical aspects of this disclosure. Therefore, it goes without saying that you may delete unnecessary parts, add new elements, or replace elements in the descriptions and illustrations presented above, as long as you do not deviate from the essence of the technical aspects of this disclosure. Furthermore, in order to avoid confusion and facilitate understanding of the technical aspects of this disclosure, explanations of common technical knowledge and the like that do not require special explanation to enable the implementation of the technical aspects of this disclosure have been omitted from the descriptions and illustrations presented above. 【0796】 All documents, patent applications, and technical standards described herein are incorporated by reference to the same extent as if each individual document, patent application, and technical standard were specifically and individually noted as being incorporated by reference. 【0797】 The following is further disclosed regarding the embodiments described above. 【0798】 (Claim 1) 【0799】 Means for obtaining user location information and interest information, 【0800】 A means for generating relevant tourist information based on acquired location information and interest information, 【0801】 A means of displaying the generated tourist information on the user's terminal, 【0802】 A means of receiving user feedback and generating additional information, 【0803】 A system that includes this. 【0804】 (Claim 2) 【0805】 The system according to claim 1, wherein the generated tourist information includes historical background, cultural significance, and anecdotes. 【0806】 (Claim 3) 【0807】 The system according to claim 1, wherein the user terminal has means for communicating interactively with the user via voice input and output. 【0808】 "Example 1" 【0809】 (Claim 1) 【0810】 A means for collecting the user's current location information and preference information, 【0811】 A means for calculating relevant visitor information based on collected current location and preference information, 【0812】 A means of generating detailed information using a generative AI model, 【0813】 A means for transmitting the calculated visit location information and generated detailed information to the user's terminal, 【0814】 A means of receiving input from users and providing further information, 【0815】 A system that includes this. 【0816】 (Claim 2) 【0817】 The system according to claim 1, wherein the generated detailed information includes past events, regional cultural characteristics, and events that may be of interest to the user. 【0818】 (Claim 3) 【0819】 The system according to claim 1, wherein the user terminal is equipped with means for enabling two-way communication with the user via voice input / output. 【0820】 "Application Example 1" 【0821】 (Claim 1) 【0822】 Means for acquiring location data and interest data, 【0823】 A means for generating relevant tourism information based on acquired location data and interest data, 【0824】 A means for generating tourist routes optimized for the user along with the generated tourist information, 【0825】 A means for displaying the generated tourist information and tourist routes on a display device, 【0826】 A means of receiving feedback from users and updating information, 【0827】 A system that includes this. 【0828】 (Claim 2) 【0829】 The system according to claim 1, wherein the generated tourism information includes historical background, cultural significance, and other relevant information. 【0830】 (Claim 3) 【0831】 The system according to claim 1, wherein the user's terminal has means for interacting with the user via voice input and output. 【0832】 "Example 2 of combining an emotion engine" 【0833】 (Claim 1) 【0834】 Means for acquiring the user's location information, interest information, and emotional information, 【0835】 A means for generating relevant tourist information based on acquired location information, interest information, and sentiment information, 【0836】 A means of providing guidance appropriate to the user's emotional state based on generated tourist information, 【0837】 A means of generating detailed information about tourist destinations using a generative AI model, 【0838】 A means of displaying generated tourist information on the user's terminal and receiving feedback from the user, 【0839】 A means of generating additional information and updating the presented content based on feedback and changes in emotions, 【0840】 A system that includes this. 【0841】 (Claim 2) 【0842】 The system according to claim 1, wherein the generated tourist information includes historical background, cultural significance, and anecdotes, and emphasizes information according to the user's emotional state. 【0843】 (Claim 3) 【0844】 The system according to claim 1, comprising a user terminal that communicates interactively with the user via voice input and output, and means for transmitting changes in emotions to a server in real time. 【0845】 "Application example 2 when combining with an emotional engine" 【0846】 (Claim 1) 【0847】 Means for acquiring the user's spatial location information, interest information, and emotional information, 【0848】 A means for generating relevant tourist location information based on acquired spatial location information, interest information, and emotional information, 【0849】 A means for presenting generated tourist location information to a user device, 【0850】 A means for receiving responses from users and generating additional location information, 【0851】 A system that includes this. 【0852】 (Claim 2) 【0853】 The system according to claim 1, wherein the generated tourist location information includes historical overview, cultural significance, anecdotes, and information provision tailored to the user's emotional state. 【0854】 (Claim 3) 【0855】 The system according to claim 1, wherein the user device includes means for interactively communicating with the user via voice input / output, and further adjusts the method of providing information based on the user's emotional state. [Explanation of Symbols] 【0856】 10, 210, 310, 410 Data Processing Systems 12 Data Processing Devices 14 Smart Devices 214 Smart Glasses 314 Headset-type terminal 414 Robots< / url:> < / url:> < / url:> < / url:>

Claims

[Claim 1] Means for obtaining user location information and interest information, A means for generating relevant tourist information based on acquired location information and interest information, A means of displaying the generated tourist information on the user's terminal, A means of receiving user feedback and generating additional information, A system that includes this. [Claim 2] The system according to claim 1, wherein the generated tourist information includes historical background, cultural significance, and anecdotes. [Claim 3] The system according to claim 1, wherein the user terminal has means for communicating interactively with the user via voice input and output.

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