system

Abstract

We provide the system. [Solution] A terminal device connected to a server via a communication means installed in the information terminal, A means for causing the terminal device to download an information provision application, which is provided by the server to which the terminal device is connected, A means of deducting the costs associated with using the aforementioned information provision application from the balance based on the use of communication means, A means of providing location-based tourism information using a generative model, A system that includes this.

Description

Technical Field

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

Background Art

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

Prior Art Documents

Patent Documents

[0003]

Patent Document 1

Summary of the Invention

Problems to be Solved by the Invention

[0004] For foreign tourists, it is difficult to efficiently obtain local information and tourist information of the destination. In particular, there are information acquisition barriers caused by language and cultural differences, and tourists may not be able to enjoy tourism smoothly. In addition, in conventional systems, the procedures for accessing tourist information are complicated, and there is also a burden on the cost involved. Means for solving these problems and supporting tourists to have a better experience are required.

Means for Solving the Problems

[0005] This invention provides a system that uses a terminal device connected to a server via a communication means installed in the information terminal, allowing users to download a tourism information application to the terminal device and deducting the cost of using this application from the balance based on the usage of the communication means. Furthermore, this system can provide real-time location-based tourism information using a generative model and provide information tailored to the characteristics of the user. As a result, tourists can efficiently obtain the information they need at their destination and enjoy sightseeing without barriers.

[0006] An "information terminal" is an electronic device that connects to a network via communication means and runs various applications.

[0007] "Communication methods" refers to the general term for the lines and technologies used by information terminals to send and receive data to and from servers and other networks.

[0008] A "server" is a computer system that manages and provides information over a network and transmits data in response to requests from clients.

[0009] "Downloading" is the process of transferring and obtaining data or applications from a server or other external source to an information terminal.

[0010] "Balance" refers to the financial resources set aside in advance for the costs that a user will pay when using communication services or related applications.

[0011] A "generative model" refers to an algorithm or technique used to predict or generate specific information or results based on input data.

[0012] "Location information" refers to data that indicates the geographical location of a specific information terminal or user, and is obtained through technologies such as GPS.

[0013] "Tourism information" refers to information that includes detailed data and guidelines regarding facilities, events, transportation, and historical and cultural aspects of a specific region or tourist destination. [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] This is a conceptual diagram showing an example of the essential functions of a data processing device and a smart device according to the first embodiment. [Figure 3] This is a conceptual diagram showing an example of the configuration of a data processing system according to the second embodiment. [Figure 4] This 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] This is a conceptual diagram showing an example of the configuration of a data processing system according to the third embodiment. [Figure 6] This 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] This is a conceptual diagram showing an example of the configuration of a data processing system according to the fourth embodiment. [Figure 8] This 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] This shows an emotion map where multiple emotions are mapped. [Figure 10] This shows an emotion map where multiple emotions are mapped. [Figure 11] This is a sequence diagram showing the processing flow of the data processing system in Example 1. [Figure 12] This is a sequence diagram showing the processing flow of the data processing system in Application Example 1. [Figure 13] This is a sequence diagram showing the processing flow of the data processing system in Example 2, which incorporates an emotion engine. [Figure 14]It is a sequence diagram showing the processing flow of a data processing system in Application Example 2 when a sentiment engine is combined.

Embodiments 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, a 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, a 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, a 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, etc.

[0020] In the following embodiments, the signed communication interface (I / F) is an interface that includes a communication processor and an antenna, etc. The communication interface manages communication between multiple computers. Examples of communication standards applicable to the communication interface include wireless communication standards such as 5G (5th Generation Mobile Communication System), Wi-Fi (registered trademark), or Bluetooth (registered trademark).

[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 provides a system that allows tourists to easily obtain local information about their destinations. This system primarily consists of an information terminal, communication means, a server, and an application.

[0036] First, when a user inserts a prepaid SIM card into their information terminal while traveling, the terminal connects to a server via a communication method. This communication method uses circuit technology that enables data exchange over a mobile network.

[0037] The server detects that a device has connected and displays a page to the user guiding them to the tourist information application. This page provides a link to download the application, and the user downloads the application to their device by clicking this link.

[0038] Once the application is downloaded and installed on the device, the user launches it. Upon launch, the application communicates with the server and checks the balance based on the device's communication method. Based on this balance information, the fees associated with using the application are automatically deducted, so the user does not need to perform any additional payment procedures.

[0039] Next, the application uses a generative model to provide tourist information that takes the user's location into account. The generative model collects publicly available information and event data from the internet in real time and generates personalized information based on the user's characteristics and interests. For example, it notifies the user about nearby festivals or popular restaurants.

[0040] The application on the device visually displays the generated tourist information and provides route guidance to the user's selected destination. This allows tourists to easily plan and execute their travels and sightseeing within their destination.

[0041] This system allows tourists to access local information without feeling the need to navigate unfamiliar territory or language barriers, enabling them to have a more fulfilling travel experience.

[0042] The following describes the processing flow.

[0043] Step 1:

[0044] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM card insertion and performs the necessary settings to connect to the mobile network.

[0045] Step 2:

[0046] The device automatically accesses a redirect URL set by the prepaid communication provider and launches a browser or a specific application. During this process, the guidance page for the tourist information application is displayed.

[0047] Step 3:

[0048] The server receives access from a terminal and provides an information page containing a download link for the tourism information application, a description of its functions, and pricing information.

[0049] Step 4:

[0050] The user clicks the download link on the guidance page and downloads the application to their device. The device automatically installs the downloaded application.

[0051] Step 5:

[0052] When the application is launched on the device, it connects to the server, checks the user's prepaid balance, and begins the process of automatically deducting the usage fee.

[0053] Step 6:

[0054] The server checks the charges associated with the application's usage and performs authentication to appropriately reduce the balance.

[0055] Step 7:

[0056] The application launches a generative model to obtain the user's location information. It also collects necessary tourist information in real time and organizes the information using the generative model.

[0057] Step 8:

[0058] Through the application, users can view the provided tourist information and select routes to events and tourist destinations that interest them. The application then presents the user with the optimal route and begins the guidance.

[0059] (Example 1)

[0060] 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."

[0061] There is a challenge in that tourists lack sufficient means to easily obtain and effectively utilize local information at their destinations. Furthermore, there is a problem where personalized information tailored to user characteristics is not provided, resulting in a limited travel experience.

[0062] 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.

[0063] In this invention, the server includes means for distributing information programs to information devices connected to a data processing device via a communication method, means for deducting the costs associated with using the information programs from a balance based on the use of the communication method, and means for providing location-based tourist information using a generative model. This enables tourists to obtain personalized local information in real time and plan and execute a fulfilling travel experience.

[0064] "Communication method" refers to the technologies and protocols used to connect data processing devices and information devices and to exchange data.

[0065] A "data processing device" is a device that receives information, processes that information, and provides specific functions or services to the user.

[0066] "Information equipment" refers to terminals that can be directly operated by users and that can acquire and display various types of information.

[0067] An "information program" is a software application installed on an information device that provides specific information services or functions to the user.

[0068] A "generative model" refers to an algorithm or system that acquires data from external data sources and generates personalized information for users based on their location and characteristics.

[0069] "Balance" refers to the amount of available funds or credits that a user has secured based on their use of communication methods.

[0070] "Personalized information" refers to information that is tailored and provided according to the user's characteristics, interests, and current situation.

[0071] This invention is a system that collects information in real time and provides tourism information optimized based on user characteristics. This system mainly consists of information equipment, communication methods, data processing devices, and information programs.

[0072] Users use smartphones or similar devices as information devices, insert prepaid SIM cards to use communication methods, and connect to data processing devices via the network. In this context, data processing devices include, for example, remote servers within a cloud computing environment.

[0073] The server distributes information programs to connected information devices according to a predetermined procedure. These programs facilitate user operation and allow for adjustments tailored to the user's characteristics in order to provide the information needed in tourist destinations.

[0074] As an example, by using a generative AI model, specific local information about the user's current location can be collected and processed. For instance, if the user is in Tokyo, information tailored to the user's interests, such as nearby events or recommended restaurants, can be obtained and displayed in real time.

[0075] For example, if a user is interested in art and is visiting Tokyo, a generative AI model can proactively inform them about exhibitions and art events at nearby galleries.

[0076] An example of a prompt message would be, "The user is currently located in Tokyo. Please provide information about nearby events and popular spots." This demonstrates how the system can consider the user's current situation and provide the most relevant information.

[0077] This system allows users to efficiently plan their trips and create travel experiences tailored to their individual interests and needs.

[0078] The flow of the specific processing in Example 1 will be explained using Figure 11.

[0079] Step 1:

[0080] The user inserts a prepaid SIM card into their information device. This action allows the device to connect to the mobile network. The input is the user's SIM card information, and the output is the establishment of the device's network connection. This action prepares the device to establish a link with a server over the communication network.

[0081] Step 2:

[0082] The terminal attempts to connect to the server via the network. A connection request is sent to the server using a communication protocol. The input is the terminal's connection request information, and the output is the server's connection acknowledgment. The server accepts the connection and begins configuring the appropriate connection settings for the terminal.

[0083] Step 3:

[0084] The server begins distributing information programs to terminals with established connections. The inputs here are the connected terminal information and available program information. The output indicates the completion of program installation on the terminal. The server sends a command to download and automatically install the program onto the terminal.

[0085] Step 4:

[0086] After program installation, the user launches the application. During the launch process, the terminal communicates with the server to check the SIM card balance. Inputs are the user's application launch operation and SIM card information, while output is the balance check result. The balance information is encrypted before transmission, and usage charges are automatically deducted.

[0087] Step 5:

[0088] An application launched on the device acquires the user's location information. This location information is sent to a server and input into a generative AI model. The input is the user's current location, and the output is location-based tourist information. The generative AI model collects and analyzes events and spots related to the current location in real time.

[0089] Step 6:

[0090] The server uses data obtained from a generative AI model to generate information based on the user's specific interests. The input is the user's location and past interest data, and the output is personalized travel information. The server sends this information to the device, where it is displayed visually.

[0091] Step 7:

[0092] The user reviews tourist information displayed on the terminal and selects spots of interest. Based on this operation, the terminal retrieves route guidance data from the server and provides an efficient travel route. The input is the user's spot selection operation, and the output is route guidance to the destination. The terminal enables detailed navigation using a map application.

[0093] (Application Example 1)

[0094] 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."

[0095] The problem that this invention aims to solve is to enable tourists to easily and effectively obtain information about the region they are visiting. In particular, it aims to enrich the user's travel experience by providing background information on tourist destinations and promotional information on local facilities in real time according to the user's location and preferences. Specifically, it aims to integrate visual and audio information and improve the efficiency of promoting local facilities.

[0096] 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.

[0097] In this invention, the server includes means for providing information to terminal devices connected to the server via communication means installed in the information terminal, means for downloading an information provision application to the terminal devices, means for providing location-based tourist information using a generation model, means for providing visual guidance and audio instruction through virtual information representations, and means for displaying advertising and sales promotion information for local facilities in real time. This enables tourists to grasp information about transportation and sightseeing at their destination from multiple perspectives, and to plan and enjoy their local travel experience in a more advanced way.

[0098] An "information terminal" is a device used by users to acquire, process, and display digital information, and includes smartphones and tablets.

[0099] "Communication methods" refer to the technologies and devices that allow information terminals to connect to a network and exchange data, such as mobile networks and Wi-Fi.

[0100] A "server" is a computer system that provides data and applications over a network and processes requests from multiple terminals.

[0101] A "terminal device" is a device that receives information from a network via an information terminal and displays or processes that information for the user.

[0102] An "information provision application" is software that runs on a device for a user to obtain and use specific information.

[0103] A "generative model" is a mathematical model or algorithm that processes data according to pre-defined rules or algorithms to produce a specific output.

[0104] "Virtual information representation" refers to technologies that display digital information superimposed onto the actual physical environment, and examples include augmented reality (AR) and virtual reality (VR).

[0105] "Visual guidance" refers to a means of guidance that allows users to grasp information visually, and utilizes digital displays and projection technology.

[0106] "Voice instruction" refers to a method of providing information and instructions to users using sound, and involves speech synthesis and speech recognition technologies.

[0107] "Promotion" refers to activities aimed at spreading information about products, services, or places, and promoting their recognition and use.

[0108] "Sales promotion information" refers to information provided to encourage the purchase or use of specific products or services, such as sales and coupons.

[0109] The system realizing this invention mainly consists of an information terminal, a communication means, a server, and an information provision application. A smartphone is used as the information terminal, and a mobile network is used as the communication means. The server is connected via a SIM card inserted into the information terminal by the user and provides a means for downloading the application to the terminal.

[0110] The server uses a generative AI model to generate tourist information based on the user's location. The generative AI model has the ability to acquire data in real time from external sources and analyze the user's interests and tendencies. For example, it can generate information about historical buildings or current events in a newly visited area. In this process, prompts such as "Please generate detailed information about the tourist attractions I am visiting" are used.

[0111] The terminal presents tourist information through virtual information representations and provides visual and audio guidance. This allows users to obtain information overlaid on the real environment, helping them explore tourist destinations more intuitively. The system also features real-time promotional and sales information for local facilities, allowing users to instantly receive useful information at their travel destination.

[0112] For example, when a user is walking near a tourist destination with their smartphone, background information about local landmarks is displayed along with an audio guide. Furthermore, discount coupons for nearby restaurants are displayed and can be used on the spot. These features allow users to instantly engage with the culture and history of their destination, enriching their travel experience.

[0113] The flow of a specific process in Application Example 1 will be explained using Figure 12.

[0114] Step 1:

[0115] The server provides a means for downloading applications to information terminals once they are connected via a communication method. The input is the SIM card connection information, and the output is the application download link. Providing this link allows users to easily obtain applications.

[0116] Step 2:

[0117] The user installs and launches the application downloaded to their information terminal. The input for installation is the downloaded application file, and the output is a runnable application on the terminal. This prepares the user to receive tourist information.

[0118] Step 3:

[0119] The device obtains GPS information of its current location through the running application and sends it to the server. The input is location information from the device's GPS function, and the output is the data sent to the server. This allows the server to determine the user's location.

[0120] Step 4:

[0121] The server uses a generative AI model to generate relevant tourist information based on the received location data. The input is GPS location data and data from external sources, and the output is personalized tourist information relevant to the user. In this process, the generative AI model creates information based on the prompt statement "Generate detailed information about the tourist destination I am visiting."

[0122] Step 5:

[0123] The device displays generated tourist information as a virtual information representation and provides it to the user through visual guidance and audio guides. The input is tourist information transmitted from the server, and the output is AR display and audio guidance on the device. This allows the user to experience details about the background and events of a place.

[0124] Step 6:

[0125] When a user approaches a local facility of interest, the device displays advertising and promotional information in real time. Inputs are the device's location and promotional data from local facilities, while output is promotional information displayed on the user's screen. This allows users to instantly receive information about facility discounts and events.

[0126] 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.

[0127] This invention provides a system that integrates a tourism information provision system and an emotion engine to provide information and services tailored to the user's emotional state, in order to maximize the tourist experience at their destination. This system consists of an information terminal, communication means, a server, an application, a generative model, and an emotion engine.

[0128] First, when a user inserts a prepaid SIM card into their information terminal, the terminal automatically connects to the server using a communication method. The server then provides the terminal with a link to download a tourism information application, and the user follows the instructions to obtain and install the application.

[0129] When the application is launched, the device checks the prepaid balance required for use via the server and automatically deducts the amount. This allows the user to use the application immediately without having to go through complicated procedures.

[0130] Next, the generative model acquires the user's location information and collects and generates necessary tourist information in real time. At this stage, the emotion engine becomes active and analyzes the user's current emotional state using voice and facial expression data.

[0131] Based on the information gathered by the emotion engine, the application suggests the most suitable travel information and activities for the user. For example, if the user is feeling stressed or tired, it will recommend information about relaxing places, quiet cafes, and sightseeing routes. Conversely, if the user is enjoying themselves, it can suggest active events and new tourist spots.

[0132] Ultimately, the application on the device displays information provided to the user through a user interface that is appropriate both visually and audibly, presenting route guidance and detailed information. This system allows tourists to enjoy an optimal travel experience that matches their emotional state.

[0133] The following describes the processing flow.

[0134] Step 1:

[0135] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM insertion, connects to the mobile network, and the user authentication process begins.

[0136] Step 2:

[0137] The device automatically accesses a redirect URL specified by the prepaid communication provider, and a dedicated application guidance page is displayed in the browser.

[0138] Step 3:

[0139] The server provides a download link for a tourist information application via a guidance page. Users click the link and download the application to their device.

[0140] Step 4:

[0141] The user installs the downloaded application and launches it on their device. Once the application launches, communication with the server is established.

[0142] Step 5:

[0143] The server checks the user's prepaid balance and automatically deducts the cost of using the application from that balance. This process eliminates the need for additional payment procedures.

[0144] Step 6:

[0145] The application uses a generative model to generate tourist information by combining current location data with real-time data. This includes information on places to visit, events, and local activities.

[0146] Step 7:

[0147] The emotion engine is activated and analyzes the user's voice and facial expression data. Based on this data, it determines the user's emotional state and uses that information to filter tourist information.

[0148] Step 8:

[0149] The application on the device presents users with travel information that reflects the results of the emotion engine. For example, it provides information on quiet places to users seeking relaxation, and event information to users seeking active experiences.

[0150] Step 9:

[0151] The user plans their trip based on the provided information and initiates route guidance using the device's user interface. The application provides real-time navigation to the selected destination.

[0152] (Example 2)

[0153] 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 as the "terminal".

[0154] In today's world, maximizing travelers' experiences at their destinations requires real-time information tailored to their individual emotional states and preferences. However, many existing information systems provide uniform information without considering the user's emotional state, resulting in a failure to deliver information suited to individual needs. In particular, the inability to provide services that respond immediately to changes in a user's emotions during their trip hinders the improvement of the quality of their travel experience.

[0155] 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.

[0156] In this invention, the server is connected to a mobile information device via a communication medium attached to an information processing device, and includes means for downloading an information provision program to the mobile information device, means for deducting usage fees associated with the use of the information provision program from the balance based on the use of the communication medium, means for providing location information based on location information using a generation device, and means for evaluating the user's emotional state using an emotion analysis device and providing optimal location information. This makes it possible to provide an optimal travel experience that corresponds to the user's emotional state and real-time location information.

[0157] An "information processing device" is a portable terminal device that is connected to a data processing device via a communication medium.

[0158] A "communication medium" is a means used to connect an information processing device and a data processing device, and is used for sending and receiving data.

[0159] A "data processing device" is a computer device, such as a server, that provides information processing programs and other services to an information processing device.

[0160] An "information provision program" is an application downloaded from a data processing device and running on that device, and it has the function of providing location information and visited place information.

[0161] A "generation device" is a system that collects information from external data sources and generates appropriate visitor information based on the user's location and preferences.

[0162] An "emotion analysis device" is a system that acquires and analyzes a user's voice and facial expression data to determine their emotional state.

[0163] A "mobility information device" is an information processing device that acquires location information associated with the user's movement and communicates with a data processing device.

[0164] "User interface" refers to the screens and control mechanisms that display acquired visit location information and allow users to directly interact with them.

[0165] The present invention is a system comprising an information processing device, a communication medium, a data processing device, an information provision program, a generation device, and an emotion analysis device.

[0166] The system starts when the user inserts a communication medium into the information processing device and connects to the data processing device via the internet. The data processing device then downloads an information provision program to the user's information processing device. This allows the user to prepare to use the information provision program. This information provision program utilizes a generative AI model to acquire the user's location information and generate information about places visited based on that information. In addition, this generation process collects necessary data in real time from external data sources and provides information tailored to the user's preferences.

[0167] When a user launches the information provision program, the terminal uses its built-in emotion analyzer to collect the user's voice and facial expression data. The emotion analyzer analyzes the collected data and evaluates the user's current emotional state. Based on this evaluation, the data processing unit selects the most suitable place to visit and sends it back to the information processing unit.

[0168] For example, if a user is feeling stressed, the system can suggest relaxing facilities or quiet restaurants. Conversely, if the user is in an energetic mood, it can suggest events or lively tourist destinations. A concrete example of a prompt to input into a generative AI model is, "Please suggest the best tourist spots for a user who wants to relax."

[0169] Ultimately, the information processing device provides users with information through a visually and audibly appropriate user interface, presenting travel routes and relevant information to their destinations. This system enables tourists to enjoy an optimal travel experience tailored to their individual emotional state.

[0170] The flow of the specific processing in Example 2 will be explained using Figure 13.

[0171] Step 1:

[0172] The user inserts a communication medium into the information processing device. The terminal uses this as a trigger to initiate an internet connection and access the data processing device. It receives the insertion of the communication medium as input and establishes a communication path as output.

[0173] Step 2:

[0174] As soon as the server connects to the terminal, it sends a download link for the information program to the terminal. The terminal receives the link and notifies the user. It receives a connection request as input and sends a download link as output.

[0175] Step 3:

[0176] The user clicks a download link received from their device and installs the information provider program on their device. This process involves verifying the necessary interface for installation and deploying the program. The input is a link click, and the output is the state where the program has been installed.

[0177] Step 4:

[0178] When the terminal's information provision program is launched, the prepaid balance is checked via the server, and the usage fee is automatically deducted. At this time, balance data is acquired and calculation processing is performed. The current balance information is received as input, and the new balance after the deduction is provided as output.

[0179] Step 5:

[0180] The device acquires the user's location information using GPS and provides it to the generating AI model. The generating AI model collects and generates appropriate visitor information based on the location information. It receives location information as input and generates visitor information as output.

[0181] Step 6:

[0182] The emotion analysis device installed in the terminal collects the user's voice and facial expression data and determines their emotional state based on that data. It receives raw data as input and outputs the emotional state.

[0183] Step 7:

[0184] The server integrates data from the generating AI model and the emotion analysis device to select the most suitable place to visit based on the user's emotional state. Necessary data processing and algorithmic analysis are performed. It receives location information and emotion data as input and provides the most suitable place to visit as output.

[0185] Step 8:

[0186] The terminal displays location information transmitted from the server via a user interface, presenting it to the user as visual and auditory information. The output information is processed on the device to form the final user experience. It receives optimal location information as input and obtains data to be displayed to the user as output.

[0187] (Application Example 2)

[0188] 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".

[0189] In modern times, when it comes to tourism and shopping, it is difficult for users to instantly obtain the information they want, and it is also difficult for them to find appropriate services and products that suit their emotional state. Furthermore, there is currently a lack of efficient systems that can provide real-time suggestions tailored to individual emotions. As a result, there is a problem of declining user satisfaction.

[0190] 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.

[0191] In this invention, the server includes a terminal device connected to an information processing device via communication means attached to a communication device, means for transferring an information provision program provided by the information processing device to which the terminal device is connected to the terminal device, means for adjusting the cost associated with the use of the information provision program from the balance based on the use of the communication means, means for providing reference information based on location information using a generative model, means for acquiring the user's emotional state using an emotion analysis device and providing optimal information based on the acquired emotional state, and means for presenting the information through an interface for recommending products in the store. As a result, the user can easily and quickly obtain optimal reference information that corresponds to their emotional state in real time.

[0192] A "communication device" is a device used for sending and receiving data.

[0193] "Communication methods" refer to methods and technologies for transmitting information, such as connecting devices via a network.

[0194] An "information processing device" is a device that collects, stores, and processes information, and outputs results based on that information.

[0195] A "terminal device" refers to an end device connected to a network, and is a device used by users to directly exchange information.

[0196] An "information provision program" is software designed to provide users with specified information.

[0197] "Price" refers to the consideration paid for a service or product.

[0198] "Balance" refers to the accumulated amount or quantity of money available for a specific purpose.

[0199] A "generative model" is an algorithm or framework for generating information or data based on specific data.

[0200] "Location information" refers to data that indicates the geographical location of a specific object or event.

[0201] "Reference information" refers to supplementary information that serves as a guide for decision-making and actions.

[0202] An "emotion analysis device" is a device used to identify and analyze a user's emotional state.

[0203] "Emotional state" refers to the mental state or emotions that the user is experiencing.

[0204] An "interface" refers to the boundary or point of contact through which a user and a system exchange information.

[0205] A "suggestion" is the act of encouraging a user to make a decision by recommending a specific option or action.

[0206] This invention provides a system for providing optimal information and products in real time according to the user's emotional state. First, a terminal is connected to an information processing device and a communication device. The user downloads an information provision program to the terminal, and the cost of using the application is adjusted from the balance via the communication means.

[0207] The information processing device acquires the user's location information and collects surrounding reference information using a generative model. At the same time, an emotion analysis device operates on the terminal to analyze the user's emotional state, evaluating emotions using voice and facial expression data. The analysis results are sent to the information processing device, and product and service suggestions optimized for the user's emotions are provided. These suggestions are presented to the user visually or audibly through the terminal's interface.

[0208] The hardware utilizes terminal devices such as smartphones and smart glasses, while the software incorporates an emotion analysis module using Python and Keras. Furthermore, Flask is used for real-time data processing.

[0209] As a specific example, if a user visiting a shopping mall has their smile detected through an application installed on their smart device and the system analyzes that they are in a happy mood, the device will suggest discount information on new products.

[0210] Examples of prompt statements to input into the generative AI model are as follows:

[0211] "If the user is smiling, recommend a new family-friendly activity or product to them."

[0212] The flow of a specific process in Application Example 2 will be explained using Figure 14.

[0213] Step 1:

[0214] The terminal connects to a communication device, and the user downloads an information provision program. As input, the terminal uses its communication means to receive program data from the information processing device. As output, the program installed on the terminal is generated. This process prepares the user for subsequent information retrieval procedures.

[0215] Step 2:

[0216] When a user moves to a specific location with their device, the information processing device acquires location information. The input is GPS data from the device, and the output is precise geographical coordinate data. This data is used to determine the user's current location and to decide what information to provide next.

[0217] Step 3:

[0218] The emotion analysis device is activated and acquires voice and facial expression data to evaluate emotions. The input is the user's face and voice data obtained from the device's camera or microphone. A generative AI model within the software processes the data, and the output is the user's emotional state (e.g., joy or surprise). This prepares the system to adapt the next information presented to the user's psychological state.

[0219] Step 4:

[0220] Based on emotional data acquired by the server, the system suggests the most suitable information and products. The input is emotional state data from an emotion analysis device, and the output is a list of recommended information prepared by the information processing device. This ensures that information highly relevant to the user is selected.

[0221] Step 5:

[0222] The user is presented with suggested information through the terminal's interface. As input, the system receives a list of information sent from the server and displays it visually and audibly through the user interface. As output, the user is provided with effective recommendations. This process allows the user to make informed decisions on the spot.

[0223] 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.

[0224] 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.

[0225] 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.

[0226] [Second Embodiment]

[0227] Figure 3 shows an example of the configuration of the data processing system 210 according to the second embodiment.

[0228] 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.

[0229] 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).

[0230] 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.

[0231] 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.

[0232] 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).

[0233] 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.

[0234] 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.

[0235] 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.

[0236] 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.

[0237] 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.

[0238] 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".

[0239] This invention provides a system that allows tourists to easily obtain local information about their destinations. This system primarily consists of an information terminal, communication means, a server, and an application.

[0240] First, when a user inserts a prepaid SIM card into their information terminal while traveling, the terminal connects to a server via a communication method. This communication method uses circuit technology that enables data exchange over a mobile network.

[0241] The server detects that a device has connected and displays a page to the user guiding them to the tourist information application. This page provides a link to download the application, and the user downloads the application to their device by clicking this link.

[0242] Once the application is downloaded and installed on the device, the user launches it. Upon launch, the application communicates with the server and checks the balance based on the device's communication method. Based on this balance information, the fees associated with using the application are automatically deducted, so the user does not need to perform any additional payment procedures.

[0243] Next, the application uses a generative model to provide tourist information that takes the user's location into account. The generative model collects publicly available information and event data from the internet in real time and generates personalized information based on the user's characteristics and interests. For example, it notifies the user about nearby festivals or popular restaurants.

[0244] The application on the device visually displays the generated tourist information and provides route guidance to the user's selected destination. This allows tourists to easily plan and execute their travels and sightseeing within their destination.

[0245] This system allows tourists to access local information without feeling the need to navigate unfamiliar territory or language barriers, enabling them to have a more fulfilling travel experience.

[0246] The following describes the processing flow.

[0247] Step 1:

[0248] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM card insertion and performs the necessary settings to connect to the mobile network.

[0249] Step 2:

[0250] The device automatically accesses a redirect URL set by the prepaid communication provider and launches a browser or a specific application. During this process, the guidance page for the tourist information application is displayed.

[0251] Step 3:

[0252] The server receives access from a terminal and provides an information page containing a download link for the tourism information application, a description of its functions, and pricing information.

[0253] Step 4:

[0254] The user clicks the download link on the guidance page and downloads the application to their device. The device automatically installs the downloaded application.

[0255] Step 5:

[0256] When the application is launched on the device, it connects to the server, checks the user's prepaid balance, and begins the process of automatically deducting the usage fee.

[0257] Step 6:

[0258] The server checks the charges associated with the application's usage and performs authentication to appropriately reduce the balance.

[0259] Step 7:

[0260] The application launches a generative model to obtain the user's location information. It also collects necessary tourist information in real time and organizes the information using the generative model.

[0261] Step 8:

[0262] Through the application, users can view the provided tourist information and select routes to events and tourist destinations that interest them. The application then presents the user with the optimal route and begins the guidance.

[0263] (Example 1)

[0264] 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."

[0265] There is a challenge in that tourists lack sufficient means to easily obtain and effectively utilize local information at their destinations. Furthermore, there is a problem where personalized information tailored to user characteristics is not provided, resulting in a limited travel experience.

[0266] 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.

[0267] In this invention, the server includes means for distributing information programs to information devices connected to a data processing device via a communication method, means for deducting the costs associated with using the information programs from a balance based on the use of the communication method, and means for providing location-based tourist information using a generative model. This enables tourists to obtain personalized local information in real time and plan and execute a fulfilling travel experience.

[0268] "Communication method" refers to the technologies and protocols used to connect data processing devices and information devices and to exchange data.

[0269] A "data processing device" is a device that receives information, processes that information, and provides specific functions or services to the user.

[0270] "Information equipment" refers to terminals that can be directly operated by users and that can acquire and display various types of information.

[0271] An "information program" is a software application installed on an information device that provides specific information services or functions to the user.

[0272] A "generative model" refers to an algorithm or system that acquires data from external data sources and generates personalized information for users based on their location and characteristics.

[0273] "Balance" refers to the amount of available funds or credits that a user has secured based on their use of communication methods.

[0274] "Personalized information" refers to information that is tailored and provided according to the user's characteristics, interests, and current situation.

[0275] This invention is a system that collects information in real time and provides tourism information optimized based on user characteristics. This system mainly consists of information equipment, communication methods, data processing devices, and information programs.

[0276] Users use smartphones or similar devices as information devices, insert prepaid SIM cards to use communication methods, and connect to data processing devices via the network. In this context, data processing devices include, for example, remote servers within a cloud computing environment.

[0277] The server distributes information programs to connected information devices according to a predetermined procedure. These programs facilitate user operation and allow for adjustments tailored to the user's characteristics in order to provide the information needed in tourist destinations.

[0278] As an example, by using a generative AI model, specific local information about the user's current location can be collected and processed. For instance, if the user is in Tokyo, information tailored to the user's interests, such as nearby events or recommended restaurants, can be obtained and displayed in real time.

[0279] As a specific example, if a certain user is interested in art and the user is visiting Tokyo, the generative AI model can actively inform the user of exhibitions and art events at nearby galleries.

[0280] As an example of a prompt sentence, in the form of "The user's current location is Tokyo. Please provide information about nearby events and popular spots.", it is possible to consider the user's current situation and provide optimal information.

[0281] With this system, the user can efficiently plan at the destination and efficiently realize a tourism experience according to individual interests and needs.

[0282] The flow of the specific process in Example 1 will be described using FIG. 11.

[0283] Step 1:

[0284] The user inserts a prepaid SIM card into the information device. By this operation, the terminal can connect to the mobile network. The input is the user's SIM card information, and the output is the establishment of the terminal's network connection. By this operation, the terminal is ready to establish a link with the server via the communication network.

[0285] Step 2:

[0286] The terminal attempts to connect to the server via the network. At this time, a connection request is sent to the server using the communication protocol. The input is the terminal's connection request information, and the output is a connection confirmation response from the server. The server accepts this connection and starts appropriate connection settings for the terminal.

[0287] Step 3:

[0288] The server begins distributing information programs to terminals with established connections. The inputs here are the connected terminal information and available program information. The output indicates the completion of program installation on the terminal. The server sends a command to download and automatically install the program onto the terminal.

[0289] Step 4:

[0290] After program installation, the user launches the application. During the launch process, the terminal communicates with the server to check the SIM card balance. Inputs are the user's application launch operation and SIM card information, while output is the balance check result. The balance information is encrypted before transmission, and usage charges are automatically deducted.

[0291] Step 5:

[0292] An application launched on the device acquires the user's location information. This location information is sent to a server and input into a generative AI model. The input is the user's current location, and the output is location-based tourist information. The generative AI model collects and analyzes events and spots related to the current location in real time.

[0293] Step 6:

[0294] The server uses data obtained from a generative AI model to generate information based on the user's specific interests. The input is the user's location and past interest data, and the output is personalized travel information. The server sends this information to the device, where it is displayed visually.

[0295] Step 7:

[0296] The user reviews tourist information displayed on the terminal and selects spots of interest. Based on this operation, the terminal retrieves route guidance data from the server and provides an efficient travel route. The input is the user's spot selection operation, and the output is route guidance to the destination. The terminal enables detailed navigation using a map application.

[0297] (Application Example 1)

[0298] 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."

[0299] The problem that this invention aims to solve is to enable tourists to easily and effectively obtain information about the region they are visiting. In particular, it aims to enrich the user's travel experience by providing background information on tourist destinations and promotional information on local facilities in real time according to the user's location and preferences. Specifically, it aims to integrate visual and audio information and improve the efficiency of promoting local facilities.

[0300] 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.

[0301] In this invention, the server includes means for providing information to terminal devices connected to the server via communication means installed in the information terminal, means for downloading an information provision application to the terminal devices, means for providing location-based tourist information using a generation model, means for providing visual guidance and audio instruction through virtual information representations, and means for displaying advertising and sales promotion information for local facilities in real time. This enables tourists to grasp information about transportation and sightseeing at their destination from multiple perspectives, and to plan and enjoy their local travel experience in a more advanced way.

[0302] An "information terminal" is a device used by users to acquire, process, and display digital information, and includes smartphones and tablets.

[0303] "Communication means" refers to the technology and devices for an information terminal to connect to a network and exchange data, such as using a mobile network or Wi-Fi.

[0304] "Server" refers to a computer system that provides data and applications via a network and processes requests from multiple terminals.

[0305] "Terminal device" refers to a device that receives information from a network through an information terminal and displays or processes it for the user.

[0306] "Information-providing application" refers to software that operates on a terminal for a user to obtain and utilize specific information.

[0307] "Generation model" refers to a mathematical model or algorithm that processes data according to pre-set rules and algorithms to generate specific outputs.

[0308] "Virtual information representation" refers to a technology for displaying digital information in a form superimposed on the actual physical environment, such as augmented reality (AR) and virtual reality (VR).

[0309] "Visual guidance" refers to a guidance means that enables a user to visually capture information, using digital displays and projection technologies.

[0310] "Voice guidance" refers to a means of providing information and instructions to a user using sound, involving speech synthesis technology and speech recognition technology.

[0311] "Promotion" refers to activities for spreading information about products, services, and locations to enhance popularity and utilization.

[0312] "Sales promotion information" refers to information provided to promote the purchase and utilization of specific products or services, such as sales and coupons.

[0313] The system realizing this invention mainly consists of an information terminal, a communication means, a server, and an information provision application. A smartphone is used as the information terminal, and a mobile network is used as the communication means. The server is connected via a SIM card inserted into the information terminal by the user and provides a means for downloading the application to the terminal.

[0314] The server uses a generative AI model to generate tourist information based on the user's location. The generative AI model has the ability to acquire data in real time from external sources and analyze the user's interests and tendencies. For example, it can generate information about historical buildings or current events in a newly visited area. In this process, prompts such as "Please generate detailed information about the tourist attractions I am visiting" are used.

[0315] The terminal presents tourist information through virtual information representations and provides visual and audio guidance. This allows users to obtain information overlaid on the real environment, helping them explore tourist destinations more intuitively. The system also features real-time promotional and sales information for local facilities, allowing users to instantly receive useful information at their travel destination.

[0316] For example, when a user is walking near a tourist destination with their smartphone, background information about local landmarks is displayed along with an audio guide. Furthermore, discount coupons for nearby restaurants are displayed and can be used on the spot. These features allow users to instantly engage with the culture and history of their destination, enriching their travel experience.

[0317] The flow of a specific process in Application Example 1 will be explained using Figure 12.

[0318] Step 1:

[0319] The server provides a means for downloading applications to information terminals once they are connected via a communication method. The input is the SIM card connection information, and the output is the application download link. Providing this link allows users to easily obtain applications.

[0320] Step 2:

[0321] The user installs and launches the application downloaded to their information terminal. The input for installation is the downloaded application file, and the output is a runnable application on the terminal. This prepares the user to receive tourist information.

[0322] Step 3:

[0323] The device obtains GPS information of its current location through the running application and sends it to the server. The input is location information from the device's GPS function, and the output is the data sent to the server. This allows the server to determine the user's location.

[0324] Step 4:

[0325] The server uses a generative AI model to generate relevant tourist information based on the received location data. The input is GPS location data and data from external sources, and the output is personalized tourist information relevant to the user. In this process, the generative AI model creates information based on the prompt statement "Generate detailed information about the tourist destination I am visiting."

[0326] Step 5:

[0327] The device displays generated tourist information as a virtual information representation and provides it to the user through visual guidance and audio guides. The input is tourist information transmitted from the server, and the output is AR display and audio guidance on the device. This allows the user to experience details about the background and events of a place.

[0328] Step 6:

[0329] When a user approaches a local facility of interest, the device displays advertising and promotional information in real time. Inputs are the device's location and promotional data from local facilities, while output is promotional information displayed on the user's screen. This allows users to instantly receive information about facility discounts and events.

[0330] 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.

[0331] This invention provides a system that integrates a tourism information provision system and an emotion engine to provide information and services tailored to the user's emotional state, in order to maximize the tourist experience at their destination. This system consists of an information terminal, communication means, a server, an application, a generative model, and an emotion engine.

[0332] First, when a user inserts a prepaid SIM card into their information terminal, the terminal automatically connects to the server using a communication method. The server then provides the terminal with a link to download a tourism information application, and the user follows the instructions to obtain and install the application.

[0333] When the application is launched, the device checks the prepaid balance required for use via the server and automatically deducts the amount. This allows the user to use the application immediately without having to go through complicated procedures.

[0334] Next, the generative model acquires the user's location information and collects and generates necessary tourist information in real time. At this stage, the emotion engine becomes active and analyzes the user's current emotional state using voice and facial expression data.

[0335] Based on the information gathered by the emotion engine, the application suggests the most suitable travel information and activities for the user. For example, if the user is feeling stressed or tired, it will recommend information about relaxing places, quiet cafes, and sightseeing routes. Conversely, if the user is enjoying themselves, it can suggest active events and new tourist spots.

[0336] Ultimately, the application on the device displays information provided to the user through a user interface that is appropriate both visually and audibly, presenting route guidance and detailed information. This system allows tourists to enjoy an optimal travel experience that matches their emotional state.

[0337] The following describes the processing flow.

[0338] Step 1:

[0339] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM insertion, connects to the mobile network, and the user authentication process begins.

[0340] Step 2:

[0341] The device automatically accesses a redirect URL specified by the prepaid communication provider, and a dedicated application guidance page is displayed in the browser.

[0342] Step 3:

[0343] The server provides a download link for a tourist information application via a guidance page. Users click the link and download the application to their device.

[0344] Step 4:

[0345] The user installs the downloaded application and launches it on their device. Once the application launches, communication with the server is established.

[0346] Step 5:

[0347] The server checks the user's prepaid balance and automatically deducts the cost of using the application from that balance. This process eliminates the need for additional payment procedures.

[0348] Step 6:

[0349] The application uses a generative model to generate tourist information by combining current location data with real-time data. This includes information on places to visit, events, and local activities.

[0350] Step 7:

[0351] The emotion engine is activated and analyzes the user's voice and facial expression data. Based on this data, it determines the user's emotional state and uses that information to filter tourist information.

[0352] Step 8:

[0353] The application on the device presents users with travel information that reflects the results of the emotion engine. For example, it provides information on quiet places to users seeking relaxation, and event information to users seeking active experiences.

[0354] Step 9:

[0355] The user plans their trip based on the provided information and initiates route guidance using the device's user interface. The application provides real-time navigation to the selected destination.

[0356] (Example 2)

[0357] 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".

[0358] In today's world, maximizing travelers' experiences at their destinations requires real-time information tailored to their individual emotional states and preferences. However, many existing information systems provide uniform information without considering the user's emotional state, resulting in a failure to deliver information suited to individual needs. In particular, the inability to provide services that respond immediately to changes in a user's emotions during their trip hinders the improvement of the quality of their travel experience.

[0359] 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.

[0360] In this invention, the server is connected to a mobile information device via a communication medium attached to an information processing device, and includes means for downloading an information provision program to the mobile information device, means for deducting usage fees associated with the use of the information provision program from the balance based on the use of the communication medium, means for providing location information based on location information using a generation device, and means for evaluating the user's emotional state using an emotion analysis device and providing optimal location information. This makes it possible to provide an optimal travel experience that corresponds to the user's emotional state and real-time location information.

[0361] An "information processing device" is a portable terminal device that is connected to a data processing device via a communication medium.

[0362] A "communication medium" is a means used to connect an information processing device and a data processing device, and is used for sending and receiving data.

[0363] A "data processing device" is a computer device, such as a server, that provides information processing programs and other services to an information processing device.

[0364] An "information provision program" is an application downloaded from a data processing device and running on that device, and it has the function of providing location information and visited place information.

[0365] A "generation device" is a system that collects information from external data sources and generates appropriate visitor information based on the user's location and preferences.

[0366] An "emotion analysis device" is a system that acquires and analyzes a user's voice and facial expression data to determine their emotional state.

[0367] A "mobility information device" is an information processing device that acquires location information associated with the user's movement and communicates with a data processing device.

[0368] "User interface" refers to the screens and control mechanisms that display acquired visit location information and allow users to directly interact with them.

[0369] The present invention is a system comprising an information processing device, a communication medium, a data processing device, an information provision program, a generation device, and an emotion analysis device.

[0370] The system starts when the user inserts a communication medium into the information processing device and connects to the data processing device via the internet. The data processing device then downloads an information provision program to the user's information processing device. This allows the user to prepare to use the information provision program. This information provision program utilizes a generative AI model to acquire the user's location information and generate information about places visited based on that information. In addition, this generation process collects necessary data in real time from external data sources and provides information tailored to the user's preferences.

[0371] When a user launches the information provision program, the terminal uses its built-in emotion analyzer to collect the user's voice and facial expression data. The emotion analyzer analyzes the collected data and evaluates the user's current emotional state. Based on this evaluation, the data processing unit selects the most suitable place to visit and sends it back to the information processing unit.

[0372] For example, if a user is feeling stressed, the system can suggest relaxing facilities or quiet restaurants. Conversely, if the user is in an energetic mood, it can suggest events or lively tourist destinations. A concrete example of a prompt to input into a generative AI model is, "Please suggest the best tourist spots for a user who wants to relax."

[0373] Ultimately, the information processing device provides users with information through a visually and audibly appropriate user interface, presenting travel routes and relevant information to their destinations. This system enables tourists to enjoy an optimal travel experience tailored to their individual emotional state.

[0374] The flow of the specific processing in Example 2 will be explained using Figure 13.

[0375] Step 1:

[0376] The user inserts a communication medium into the information processing device. The terminal uses this as a trigger to initiate an internet connection and access the data processing device. It receives the insertion of the communication medium as input and establishes a communication path as output.

[0377] Step 2:

[0378] As soon as the server connects to the terminal, it sends a download link for the information program to the terminal. The terminal receives the link and notifies the user. It receives a connection request as input and sends a download link as output.

[0379] Step 3:

[0380] The user clicks a download link received from their device and installs the information provider program on their device. This process involves verifying the necessary interface for installation and deploying the program. The input is a link click, and the output is the state where the program has been installed.

[0381] Step 4:

[0382] When the terminal's information provision program is launched, the prepaid balance is checked via the server, and the usage fee is automatically deducted. At this time, balance data is acquired and calculation processing is performed. The current balance information is received as input, and the new balance after the deduction is provided as output.

[0383] Step 5:

[0384] The device acquires the user's location information using GPS and provides it to the generating AI model. The generating AI model collects and generates appropriate visitor information based on the location information. It receives location information as input and generates visitor information as output.

[0385] Step 6:

[0386] The emotion analysis device installed in the terminal collects the user's voice and facial expression data and determines their emotional state based on that data. It receives raw data as input and outputs the emotional state.

[0387] Step 7:

[0388] The server integrates data from the generating AI model and the emotion analysis device to select the most suitable place to visit based on the user's emotional state. Necessary data processing and algorithmic analysis are performed. It receives location information and emotion data as input and provides the most suitable place to visit as output.

[0389] Step 8:

[0390] The terminal displays location information transmitted from the server via a user interface, presenting it to the user as visual and auditory information. The output information is processed on the device to form the final user experience. It receives optimal location information as input and obtains data to be displayed to the user as output.

[0391] (Application Example 2)

[0392] 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."

[0393] In modern times, when it comes to tourism and shopping, it is difficult for users to instantly obtain the information they want, and it is also difficult for them to find appropriate services and products that suit their emotional state. Furthermore, there is currently a lack of efficient systems that can provide real-time suggestions tailored to individual emotions. As a result, there is a problem of declining user satisfaction.

[0394] 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.

[0395] In this invention, the server includes a terminal device connected to an information processing device via communication means attached to a communication device, means for transferring an information provision program provided by the information processing device to which the terminal device is connected to the terminal device, means for adjusting the cost associated with the use of the information provision program from the balance based on the use of the communication means, means for providing reference information based on location information using a generative model, means for acquiring the user's emotional state using an emotion analysis device and providing optimal information based on the acquired emotional state, and means for presenting the information through an interface for recommending products in the store. As a result, the user can easily and quickly obtain optimal reference information that corresponds to their emotional state in real time.

[0396] A "communication device" is a device used for sending and receiving data.

[0397] "Communication methods" refer to methods and technologies for transmitting information, such as connecting devices via a network.

[0398] An "information processing device" is a device that collects, stores, and processes information, and outputs results based on that information.

[0399] A "terminal device" refers to an end device connected to a network, and is a device used by users to directly exchange information.

[0400] An "information provision program" is software designed to provide users with specified information.

[0401] "Price" refers to the consideration paid for a service or product.

[0402] "Balance" refers to the accumulated amount or quantity of money available for a specific purpose.

[0403] A "generative model" is an algorithm or framework for generating information or data based on specific data.

[0404] "Location information" refers to data that indicates the geographical location of a specific object or event.

[0405] "Reference information" refers to supplementary information that serves as a guide for decision-making and actions.

[0406] An "emotion analysis device" is a device used to identify and analyze a user's emotional state.

[0407] "Emotional state" refers to the mental state or emotions that the user is experiencing.

[0408] An "interface" refers to the boundary or point of contact through which a user and a system exchange information.

[0409] A "suggestion" is the act of encouraging a user to make a decision by recommending a specific option or action.

[0410] This invention provides a system for providing optimal information and products in real time according to the user's emotional state. First, a terminal is connected to an information processing device and a communication device. The user downloads an information provision program to the terminal, and the cost of using the application is adjusted from the balance via the communication means.

[0411] The information processing device acquires the user's location information and collects surrounding reference information using a generative model. At the same time, an emotion analysis device operates on the terminal to analyze the user's emotional state, evaluating emotions using voice and facial expression data. The analysis results are sent to the information processing device, and product and service suggestions optimized for the user's emotions are provided. These suggestions are presented to the user visually or audibly through the terminal's interface.

[0412] The hardware utilizes terminal devices such as smartphones and smart glasses, while the software incorporates an emotion analysis module using Python and Keras. Furthermore, Flask is used for real-time data processing.

[0413] As a specific example, if a user visiting a shopping mall has their smile detected through an application installed on their smart device and the system analyzes that they are in a happy mood, the device will suggest discount information on new products.

[0414] Examples of prompt statements to input into the generative AI model are as follows:

[0415] "If the user is smiling, recommend a new family-friendly activity or product to them."

[0416] The flow of a specific process in Application Example 2 will be explained using Figure 14.

[0417] Step 1:

[0418] The terminal connects to a communication device, and the user downloads an information provision program. As input, the terminal uses its communication means to receive program data from the information processing device. As output, the program installed on the terminal is generated. This process prepares the user for subsequent information retrieval procedures.

[0419] Step 2:

[0420] When a user moves to a specific location with their device, the information processing device acquires location information. The input is GPS data from the device, and the output is precise geographical coordinate data. This data is used to determine the user's current location and to decide what information to provide next.

[0421] Step 3:

[0422] The emotion analysis device is activated and acquires voice and facial expression data to evaluate emotions. The input is the user's face and voice data obtained from the device's camera or microphone. A generative AI model within the software processes the data, and the output is the user's emotional state (e.g., joy or surprise). This prepares the system to adapt the next information presented to the user's psychological state.

[0423] Step 4:

[0424] Based on emotional data acquired by the server, the system suggests the most suitable information and products. The input is emotional state data from an emotion analysis device, and the output is a list of recommended information prepared by the information processing device. This ensures that information highly relevant to the user is selected.

[0425] Step 5:

[0426] The user is presented with suggested information through the terminal's interface. As input, the system receives a list of information sent from the server and displays it visually and audibly through the user interface. As output, the user is provided with effective recommendations. This process allows the user to make informed decisions on the spot.

[0427] 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.

[0428] 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.

[0429] 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.

[0430] [Third Embodiment]

[0431] Figure 5 shows an example of the configuration of the data processing system 310 according to the third embodiment.

[0432] 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.

[0433] 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).

[0434] 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.

[0435] 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.

[0436] 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).

[0437] 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.

[0438] 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.

[0439] 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.

[0440] 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.

[0441] 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.

[0442] 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".

[0443] This invention provides a system that allows tourists to easily obtain local information about their destinations. This system primarily consists of an information terminal, communication means, a server, and an application.

[0444] First, when a user inserts a prepaid SIM card into their information terminal while traveling, the terminal connects to a server via a communication method. This communication method uses circuit technology that enables data exchange over a mobile network.

[0445] The server detects that a device has connected and displays a page to the user guiding them to the tourist information application. This page provides a link to download the application, and the user downloads the application to their device by clicking this link.

[0446] Once the application is downloaded and installed on the device, the user launches it. Upon launch, the application communicates with the server and checks the balance based on the device's communication method. Based on this balance information, the fees associated with using the application are automatically deducted, so the user does not need to perform any additional payment procedures.

[0447] Next, the application uses a generative model to provide tourist information that takes the user's location into account. The generative model collects publicly available information and event data from the internet in real time and generates personalized information based on the user's characteristics and interests. For example, it notifies the user about nearby festivals or popular restaurants.

[0448] The application on the device visually displays the generated tourist information and provides route guidance to the user's selected destination. This allows tourists to easily plan and execute their travels and sightseeing within their destination.

[0449] This system allows tourists to access local information without feeling the need to navigate unfamiliar territory or language barriers, enabling them to have a more fulfilling travel experience.

[0450] The following describes the processing flow.

[0451] Step 1:

[0452] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM card insertion and performs the necessary settings to connect to the mobile network.

[0453] Step 2:

[0454] The device automatically accesses a redirect URL set by the prepaid communication provider and launches a browser or a specific application. During this process, the guidance page for the tourist information application is displayed.

[0455] Step 3:

[0456] The server receives access from a terminal and provides an information page containing a download link for the tourism information application, a description of its functions, and pricing information.

[0457] Step 4:

[0458] The user clicks the download link on the guidance page and downloads the application to their device. The device automatically installs the downloaded application.

[0459] Step 5:

[0460] When the application is launched on the device, it connects to the server, checks the user's prepaid balance, and begins the process of automatically deducting the usage fee.

[0461] Step 6:

[0462] The server checks the charges associated with the application's usage and performs authentication to appropriately reduce the balance.

[0463] Step 7:

[0464] The application launches a generative model to obtain the user's location information. It also collects necessary tourist information in real time and organizes the information using the generative model.

[0465] Step 8:

[0466] Through the application, users can view the provided tourist information and select routes to events and tourist destinations that interest them. The application then presents the user with the optimal route and begins the guidance.

[0467] (Example 1)

[0468] 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."

[0469] There is a challenge in that tourists lack sufficient means to easily obtain and effectively utilize local information at their destinations. Furthermore, there is a problem where personalized information tailored to user characteristics is not provided, resulting in a limited travel experience.

[0470] 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.

[0471] In this invention, the server includes means for distributing information programs to information devices connected to a data processing device via a communication method, means for deducting the costs associated with using the information programs from a balance based on the use of the communication method, and means for providing location-based tourist information using a generative model. This enables tourists to obtain personalized local information in real time and plan and execute a fulfilling travel experience.

[0472] "Communication method" refers to the technologies and protocols used to connect data processing devices and information devices and to exchange data.

[0473] A "data processing device" is a device that receives information, processes that information, and provides specific functions or services to the user.

[0474] "Information equipment" refers to terminals that can be directly operated by users and that can acquire and display various types of information.

[0475] An "information program" is a software application installed on an information device that provides specific information services or functions to the user.

[0476] A "generative model" refers to an algorithm or system that acquires data from external data sources and generates personalized information for users based on their location and characteristics.

[0477] "Balance" refers to the amount of available funds or credits that a user has secured based on their use of communication methods.

[0478] "Personalized information" refers to information that is tailored and provided according to the user's characteristics, interests, and current situation.

[0479] This invention is a system that collects information in real time and provides tourism information optimized based on user characteristics. This system mainly consists of information equipment, communication methods, data processing devices, and information programs.

[0480] Users use smartphones or similar devices as information devices, insert prepaid SIM cards to use communication methods, and connect to data processing devices via the network. In this context, data processing devices include, for example, remote servers within a cloud computing environment.

[0481] The server distributes information programs to connected information devices according to a predetermined procedure. These programs facilitate user operation and allow for adjustments tailored to the user's characteristics in order to provide the information needed in tourist destinations.

[0482] As an example, by using a generative AI model, specific local information about the user's current location can be collected and processed. For instance, if the user is in Tokyo, information tailored to the user's interests, such as nearby events or recommended restaurants, can be obtained and displayed in real time.

[0483] For example, if a user is interested in art and is visiting Tokyo, a generative AI model can proactively inform them about exhibitions and art events at nearby galleries.

[0484] An example of a prompt message would be, "The user is currently located in Tokyo. Please provide information about nearby events and popular spots." This demonstrates how the system can consider the user's current situation and provide the most relevant information.

[0485] This system allows users to efficiently plan their trips and create travel experiences tailored to their individual interests and needs.

[0486] The flow of the specific processing in Example 1 will be explained using Figure 11.

[0487] Step 1:

[0488] The user inserts a prepaid SIM card into their information device. This action allows the device to connect to the mobile network. The input is the user's SIM card information, and the output is the establishment of the device's network connection. This action prepares the device to establish a link with a server over the communication network.

[0489] Step 2:

[0490] The terminal attempts to connect to the server via the network. A connection request is sent to the server using a communication protocol. The input is the terminal's connection request information, and the output is the server's connection acknowledgment. The server accepts the connection and begins configuring the appropriate connection settings for the terminal.

[0491] Step 3:

[0492] The server begins distributing information programs to terminals with established connections. The inputs here are the connected terminal information and available program information. The output indicates the completion of program installation on the terminal. The server sends a command to download and automatically install the program onto the terminal.

[0493] Step 4:

[0494] After program installation, the user launches the application. During the launch process, the terminal communicates with the server to check the SIM card balance. Inputs are the user's application launch operation and SIM card information, while output is the balance check result. The balance information is encrypted before transmission, and usage charges are automatically deducted.

[0495] Step 5:

[0496] An application launched on the device acquires the user's location information. This location information is sent to a server and input into a generative AI model. The input is the user's current location, and the output is location-based tourist information. The generative AI model collects and analyzes events and spots related to the current location in real time.

[0497] Step 6:

[0498] The server uses data obtained from a generative AI model to generate information based on the user's specific interests. The input is the user's location and past interest data, and the output is personalized travel information. The server sends this information to the device, where it is displayed visually.

[0499] Step 7:

[0500] The user reviews tourist information displayed on the terminal and selects spots of interest. Based on this operation, the terminal retrieves route guidance data from the server and provides an efficient travel route. The input is the user's spot selection operation, and the output is route guidance to the destination. The terminal enables detailed navigation using a map application.

[0501] (Application Example 1)

[0502] 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."

[0503] The problem that this invention aims to solve is to enable tourists to easily and effectively obtain information about the region they are visiting. In particular, it aims to enrich the user's travel experience by providing background information on tourist destinations and promotional information on local facilities in real time according to the user's location and preferences. Specifically, it aims to integrate visual and audio information and improve the efficiency of promoting local facilities.

[0504] 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.

[0505] In this invention, the server includes means for providing information to terminal devices connected to the server via communication means installed in the information terminal, means for downloading an information provision application to the terminal devices, means for providing location-based tourist information using a generation model, means for providing visual guidance and audio instruction through virtual information representations, and means for displaying advertising and sales promotion information for local facilities in real time. This enables tourists to grasp information about transportation and sightseeing at their destination from multiple perspectives, and to plan and enjoy their local travel experience in a more advanced way.

[0506] An "information terminal" is a device used by users to acquire, process, and display digital information, and includes smartphones and tablets.

[0507] "Communication methods" refer to the technologies and devices that allow information terminals to connect to a network and exchange data, such as mobile networks and Wi-Fi.

[0508] A "server" is a computer system that provides data and applications over a network and processes requests from multiple terminals.

[0509] A "terminal device" is a device that receives information from a network via an information terminal and displays or processes that information for the user.

[0510] An "information provision application" is software that runs on a device for a user to obtain and use specific information.

[0511] A "generative model" is a mathematical model or algorithm that processes data according to pre-defined rules or algorithms to produce a specific output.

[0512] "Virtual information representation" refers to technologies that display digital information superimposed onto the actual physical environment, and examples include augmented reality (AR) and virtual reality (VR).

[0513] "Visual guidance" refers to a means of guidance that allows users to grasp information visually, and utilizes digital displays and projection technology.

[0514] "Voice instruction" refers to a method of providing information and instructions to users using sound, and involves speech synthesis and speech recognition technologies.

[0515] "Promotion" refers to activities aimed at spreading information about products, services, or places, and promoting their recognition and use.

[0516] "Sales promotion information" refers to information provided to encourage the purchase or use of specific products or services, such as sales and coupons.

[0517] The system realizing this invention mainly consists of an information terminal, a communication means, a server, and an information provision application. A smartphone is used as the information terminal, and a mobile network is used as the communication means. The server is connected via a SIM card inserted into the information terminal by the user and provides a means for downloading the application to the terminal.

[0518] The server uses a generative AI model to generate tourist information based on the user's location. The generative AI model has the ability to acquire data in real time from external sources and analyze the user's interests and tendencies. For example, it can generate information about historical buildings or current events in a newly visited area. In this process, prompts such as "Please generate detailed information about the tourist attractions I am visiting" are used.

[0519] The terminal presents tourist information through virtual information representations and provides visual and audio guidance. This allows users to obtain information overlaid on the real environment, helping them explore tourist destinations more intuitively. The system also features real-time promotional and sales information for local facilities, allowing users to instantly receive useful information at their travel destination.

[0520] For example, when a user is walking near a tourist destination with their smartphone, background information about local landmarks is displayed along with an audio guide. Furthermore, discount coupons for nearby restaurants are displayed and can be used on the spot. These features allow users to instantly engage with the culture and history of their destination, enriching their travel experience.

[0521] The flow of a specific process in Application Example 1 will be explained using Figure 12.

[0522] Step 1:

[0523] The server provides a means for downloading applications to information terminals once they are connected via a communication method. The input is the SIM card connection information, and the output is the application download link. Providing this link allows users to easily obtain applications.

[0524] Step 2:

[0525] The user installs and launches the application downloaded to their information terminal. The input for installation is the downloaded application file, and the output is a runnable application on the terminal. This prepares the user to receive tourist information.

[0526] Step 3:

[0527] The device obtains GPS information of its current location through the running application and sends it to the server. The input is location information from the device's GPS function, and the output is the data sent to the server. This allows the server to determine the user's location.

[0528] Step 4:

[0529] The server uses a generative AI model to generate relevant tourist information based on the received location data. The input is GPS location data and data from external sources, and the output is personalized tourist information relevant to the user. In this process, the generative AI model creates information based on the prompt statement "Generate detailed information about the tourist destination I am visiting."

[0530] Step 5:

[0531] The device displays generated tourist information as a virtual information representation and provides it to the user through visual guidance and audio guides. The input is tourist information transmitted from the server, and the output is AR display and audio guidance on the device. This allows the user to experience details about the background and events of a place.

[0532] Step 6:

[0533] When a user approaches a local facility of interest, the device displays advertising and promotional information in real time. Inputs are the device's location and promotional data from local facilities, while output is promotional information displayed on the user's screen. This allows users to instantly receive information about facility discounts and events.

[0534] 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.

[0535] This invention provides a system that integrates a tourism information provision system and an emotion engine to provide information and services tailored to the user's emotional state, in order to maximize the tourist experience at their destination. This system consists of an information terminal, communication means, a server, an application, a generative model, and an emotion engine.

[0536] First, when a user inserts a prepaid SIM card into their information terminal, the terminal automatically connects to the server using a communication method. The server then provides the terminal with a link to download a tourism information application, and the user follows the instructions to obtain and install the application.

[0537] When the application is launched, the device checks the prepaid balance required for use via the server and automatically deducts the amount. This allows the user to use the application immediately without having to go through complicated procedures.

[0538] Next, the generative model acquires the user's location information and collects and generates necessary tourist information in real time. At this stage, the emotion engine becomes active and analyzes the user's current emotional state using voice and facial expression data.

[0539] Based on the information gathered by the emotion engine, the application suggests the most suitable travel information and activities for the user. For example, if the user is feeling stressed or tired, it will recommend information about relaxing places, quiet cafes, and sightseeing routes. Conversely, if the user is enjoying themselves, it can suggest active events and new tourist spots.

[0540] Ultimately, the application on the device displays information provided to the user through a user interface that is appropriate both visually and audibly, presenting route guidance and detailed information. This system allows tourists to enjoy an optimal travel experience that matches their emotional state.

[0541] The following describes the processing flow.

[0542] Step 1:

[0543] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM insertion, connects to the mobile network, and the user authentication process begins.

[0544] Step 2:

[0545] The device automatically accesses a redirect URL specified by the prepaid communication provider, and a dedicated application guidance page is displayed in the browser.

[0546] Step 3:

[0547] The server provides a download link for a tourist information application via a guidance page. Users click the link and download the application to their device.

[0548] Step 4:

[0549] The user installs the downloaded application and launches it on their device. Once the application launches, communication with the server is established.

[0550] Step 5:

[0551] The server checks the user's prepaid balance and automatically deducts the cost of using the application from that balance. This process eliminates the need for additional payment procedures.

[0552] Step 6:

[0553] The application uses a generative model to generate tourist information by combining current location data with real-time data. This includes information on places to visit, events, and local activities.

[0554] Step 7:

[0555] The emotion engine is activated and analyzes the user's voice and facial expression data. Based on this data, it determines the user's emotional state and uses that information to filter tourist information.

[0556] Step 8:

[0557] The application on the device presents users with travel information that reflects the results of the emotion engine. For example, it provides information on quiet places to users seeking relaxation, and event information to users seeking active experiences.

[0558] Step 9:

[0559] The user plans their trip based on the provided information and initiates route guidance using the device's user interface. The application provides real-time navigation to the selected destination.

[0560] (Example 2)

[0561] 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."

[0562] In today's world, maximizing travelers' experiences at their destinations requires real-time information tailored to their individual emotional states and preferences. However, many existing information systems provide uniform information without considering the user's emotional state, resulting in a failure to deliver information suited to individual needs. In particular, the inability to provide services that respond immediately to changes in a user's emotions during their trip hinders the improvement of the quality of their travel experience.

[0563] 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.

[0564] In this invention, the server is connected to a mobile information device via a communication medium attached to an information processing device, and includes means for downloading an information provision program to the mobile information device, means for deducting usage fees associated with the use of the information provision program from the balance based on the use of the communication medium, means for providing location information based on location information using a generation device, and means for evaluating the user's emotional state using an emotion analysis device and providing optimal location information. This makes it possible to provide an optimal travel experience that corresponds to the user's emotional state and real-time location information.

[0565] An "information processing device" is a portable terminal device that is connected to a data processing device via a communication medium.

[0566] A "communication medium" is a means used to connect an information processing device and a data processing device, and is used for sending and receiving data.

[0567] A "data processing device" is a computer device, such as a server, that provides information processing programs and other services to an information processing device.

[0568] An "information provision program" is an application downloaded from a data processing device and running on that device, and it has the function of providing location information and visited place information.

[0569] A "generation device" is a system that collects information from external data sources and generates appropriate visitor information based on the user's location and preferences.

[0570] An "emotion analysis device" is a system that acquires and analyzes a user's voice and facial expression data to determine their emotional state.

[0571] A "mobility information device" is an information processing device that acquires location information associated with the user's movement and communicates with a data processing device.

[0572] "User interface" refers to the screens and control mechanisms that display acquired visit location information and allow users to directly interact with them.

[0573] The present invention is a system comprising an information processing device, a communication medium, a data processing device, an information provision program, a generation device, and an emotion analysis device.

[0574] The system starts when the user inserts a communication medium into the information processing device and connects to the data processing device via the internet. The data processing device then downloads an information provision program to the user's information processing device. This allows the user to prepare to use the information provision program. This information provision program utilizes a generative AI model to acquire the user's location information and generate information about places visited based on that information. In addition, this generation process collects necessary data in real time from external data sources and provides information tailored to the user's preferences.

[0575] When a user launches the information provision program, the terminal uses its built-in emotion analyzer to collect the user's voice and facial expression data. The emotion analyzer analyzes the collected data and evaluates the user's current emotional state. Based on this evaluation, the data processing unit selects the most suitable place to visit and sends it back to the information processing unit.

[0576] For example, if a user is feeling stressed, the system can suggest relaxing facilities or quiet restaurants. Conversely, if the user is in an energetic mood, it can suggest events or lively tourist destinations. A concrete example of a prompt to input into a generative AI model is, "Please suggest the best tourist spots for a user who wants to relax."

[0577] Ultimately, the information processing device provides users with information through a visually and audibly appropriate user interface, presenting travel routes and relevant information to their destinations. This system enables tourists to enjoy an optimal travel experience tailored to their individual emotional state.

[0578] The flow of the specific processing in Example 2 will be explained using Figure 13.

[0579] Step 1:

[0580] The user inserts a communication medium into the information processing device. The terminal uses this as a trigger to initiate an internet connection and access the data processing device. It receives the insertion of the communication medium as input and establishes a communication path as output.

[0581] Step 2:

[0582] As soon as the server connects to the terminal, it sends a download link for the information program to the terminal. The terminal receives the link and notifies the user. It receives a connection request as input and sends a download link as output.

[0583] Step 3:

[0584] The user clicks a download link received from their device and installs the information provider program on their device. This process involves verifying the necessary interface for installation and deploying the program. The input is a link click, and the output is the state where the program has been installed.

[0585] Step 4:

[0586] When the terminal's information provision program is launched, the prepaid balance is checked via the server, and the usage fee is automatically deducted. At this time, balance data is acquired and calculation processing is performed. The current balance information is received as input, and the new balance after the deduction is provided as output.

[0587] Step 5:

[0588] The device acquires the user's location information using GPS and provides it to the generating AI model. The generating AI model collects and generates appropriate visitor information based on the location information. It receives location information as input and generates visitor information as output.

[0589] Step 6:

[0590] The emotion analysis device installed in the terminal collects the user's voice and facial expression data and determines their emotional state based on that data. It receives raw data as input and outputs the emotional state.

[0591] Step 7:

[0592] The server integrates data from the generating AI model and the emotion analysis device to select the most suitable place to visit based on the user's emotional state. Necessary data processing and algorithmic analysis are performed. It receives location information and emotion data as input and provides the most suitable place to visit as output.

[0593] Step 8:

[0594] The terminal displays location information transmitted from the server via a user interface, presenting it to the user as visual and auditory information. The output information is processed on the device to form the final user experience. It receives optimal location information as input and obtains data to be displayed to the user as output.

[0595] (Application Example 2)

[0596] 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."

[0597] In modern times, when it comes to tourism and shopping, it is difficult for users to instantly obtain the information they want, and it is also difficult for them to find appropriate services and products that suit their emotional state. Furthermore, there is currently a lack of efficient systems that can provide real-time suggestions tailored to individual emotions. As a result, there is a problem of declining user satisfaction.

[0598] 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.

[0599] In this invention, the server includes a terminal device connected to an information processing device via communication means attached to a communication device, means for transferring an information provision program provided by the information processing device to which the terminal device is connected to the terminal device, means for adjusting the cost associated with the use of the information provision program from the balance based on the use of the communication means, means for providing reference information based on location information using a generative model, means for acquiring the user's emotional state using an emotion analysis device and providing optimal information based on the acquired emotional state, and means for presenting the information through an interface for recommending products in the store. As a result, the user can easily and quickly obtain optimal reference information that corresponds to their emotional state in real time.

[0600] A "communication device" is a device used for sending and receiving data.

[0601] "Communication methods" refer to methods and technologies for transmitting information, such as connecting devices via a network.

[0602] An "information processing device" is a device that collects, stores, and processes information, and outputs results based on that information.

[0603] A "terminal device" refers to an end device connected to a network, and is a device used by users to directly exchange information.

[0604] An "information provision program" is software designed to provide users with specified information.

[0605] "Price" refers to the consideration paid for a service or product.

[0606] "Balance" refers to the accumulated amount or quantity of money available for a specific purpose.

[0607] A "generative model" is an algorithm or framework for generating information or data based on specific data.

[0608] "Location information" refers to data that indicates the geographical location of a specific object or event.

[0609] "Reference information" refers to supplementary information that serves as a guide for decision-making and actions.

[0610] An "emotion analysis device" is a device used to identify and analyze a user's emotional state.

[0611] "Emotional state" refers to the mental state or emotions that the user is experiencing.

[0612] An "interface" refers to the boundary or point of contact through which a user and a system exchange information.

[0613] A "suggestion" is the act of encouraging a user to make a decision by recommending a specific option or action.

[0614] This invention provides a system for providing optimal information and products in real time according to the user's emotional state. First, a terminal is connected to an information processing device and a communication device. The user downloads an information provision program to the terminal, and the cost of using the application is adjusted from the balance via the communication means.

[0615] The information processing device acquires the user's location information and collects surrounding reference information using a generative model. At the same time, an emotion analysis device operates on the terminal to analyze the user's emotional state, evaluating emotions using voice and facial expression data. The analysis results are sent to the information processing device, and product and service suggestions optimized for the user's emotions are provided. These suggestions are presented to the user visually or audibly through the terminal's interface.

[0616] The hardware utilizes terminal devices such as smartphones and smart glasses, while the software incorporates an emotion analysis module using Python and Keras. Furthermore, Flask is used for real-time data processing.

[0617] As a specific example, if a user visiting a shopping mall has their smile detected through an application installed on their smart device and the system analyzes that they are in a happy mood, the device will suggest discount information on new products.

[0618] Examples of prompt statements to input into the generative AI model are as follows:

[0619] "If the user is smiling, recommend a new family-friendly activity or product to them."

[0620] The flow of a specific process in Application Example 2 will be explained using Figure 14.

[0621] Step 1:

[0622] The terminal connects to a communication device, and the user downloads an information provision program. As input, the terminal uses its communication means to receive program data from the information processing device. As output, the program installed on the terminal is generated. This process prepares the user for subsequent information retrieval procedures.

[0623] Step 2:

[0624] When a user moves to a specific location with their device, the information processing device acquires location information. The input is GPS data from the device, and the output is precise geographical coordinate data. This data is used to determine the user's current location and to decide what information to provide next.

[0625] Step 3:

[0626] The emotion analysis device is activated and acquires voice and facial expression data to evaluate emotions. The input is the user's face and voice data obtained from the device's camera or microphone. A generative AI model within the software processes the data, and the output is the user's emotional state (e.g., joy or surprise). This prepares the system to adapt the next information presented to the user's psychological state.

[0627] Step 4:

[0628] Based on emotional data acquired by the server, the system suggests the most suitable information and products. The input is emotional state data from an emotion analysis device, and the output is a list of recommended information prepared by the information processing device. This ensures that information highly relevant to the user is selected.

[0629] Step 5:

[0630] The user is presented with suggested information through the terminal's interface. As input, the system receives a list of information sent from the server and displays it visually and audibly through the user interface. As output, the user is provided with effective recommendations. This process allows the user to make informed decisions on the spot.

[0631] 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.

[0632] 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.

[0633] 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.

[0634] [Fourth Embodiment]

[0635] Figure 7 shows an example of the configuration of the data processing system 410 according to the fourth embodiment.

[0636] 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.

[0637] 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).

[0638] 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.

[0639] 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.

[0640] 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).

[0641] 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.

[0642] 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 in 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.

[0643] 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.

[0644] 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.

[0645] 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.

[0646] 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.

[0647] 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".

[0648] This invention provides a system that allows tourists to easily obtain local information about their destinations. This system primarily consists of an information terminal, communication means, a server, and an application.

[0649] First, when a user inserts a prepaid SIM card into their information terminal while traveling, the terminal connects to a server via a communication method. This communication method uses circuit technology that enables data exchange over a mobile network.

[0650] The server detects that a device has connected and displays a page to the user guiding them to the tourist information application. This page provides a link to download the application, and the user downloads the application to their device by clicking this link.

[0651] Once the application is downloaded and installed on the device, the user launches it. Upon launch, the application communicates with the server and checks the balance based on the device's communication method. Based on this balance information, the fees associated with using the application are automatically deducted, so the user does not need to perform any additional payment procedures.

[0652] Next, the application uses a generative model to provide tourist information that takes the user's location into account. The generative model collects publicly available information and event data from the internet in real time and generates personalized information based on the user's characteristics and interests. For example, it notifies the user about nearby festivals or popular restaurants.

[0653] The application on the device visually displays the generated tourist information and provides route guidance to the user's selected destination. This allows tourists to easily plan and execute their travels and sightseeing within their destination.

[0654] This system allows tourists to access local information without feeling the need to navigate unfamiliar territory or language barriers, enabling them to have a more fulfilling travel experience.

[0655] The following describes the processing flow.

[0656] Step 1:

[0657] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM card insertion and performs the necessary settings to connect to the mobile network.

[0658] Step 2:

[0659] The device automatically accesses a redirect URL set by the prepaid communication provider and launches a browser or a specific application. During this process, the guidance page for the tourist information application is displayed.

[0660] Step 3:

[0661] The server receives access from a terminal and provides an information page containing a download link for the tourism information application, a description of its functions, and pricing information.

[0662] Step 4:

[0663] The user clicks the download link on the guidance page and downloads the application to their device. The device automatically installs the downloaded application.

[0664] Step 5:

[0665] When the application is launched on the device, it connects to the server, checks the user's prepaid balance, and begins the process of automatically deducting the usage fee.

[0666] Step 6:

[0667] The server checks the charges associated with the application's usage and performs authentication to appropriately reduce the balance.

[0668] Step 7:

[0669] The application launches a generative model to obtain the user's location information. It also collects necessary tourist information in real time and organizes the information using the generative model.

[0670] Step 8:

[0671] Through the application, users can view the provided tourist information and select routes to events and tourist destinations that interest them. The application then presents the user with the optimal route and begins the guidance.

[0672] (Example 1)

[0673] 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".

[0674] There is a challenge in that tourists lack sufficient means to easily obtain and effectively utilize local information at their destinations. Furthermore, there is a problem where personalized information tailored to user characteristics is not provided, resulting in a limited travel experience.

[0675] 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.

[0676] In this invention, the server includes means for distributing information programs to information devices connected to a data processing device via a communication method, means for deducting the costs associated with using the information programs from a balance based on the use of the communication method, and means for providing location-based tourist information using a generative model. This enables tourists to obtain personalized local information in real time and plan and execute a fulfilling travel experience.

[0677] "Communication method" refers to the technologies and protocols used to connect data processing devices and information devices and to exchange data.

[0678] A "data processing device" is a device that receives information, processes that information, and provides specific functions or services to the user.

[0679] "Information equipment" refers to terminals that can be directly operated by users and that can acquire and display various types of information.

[0680] An "information program" is a software application installed on an information device that provides specific information services or functions to the user.

[0681] A "generative model" refers to an algorithm or system that acquires data from external data sources and generates personalized information for users based on their location and characteristics.

[0682] "Balance" refers to the amount of available funds or credits that a user has secured based on their use of communication methods.

[0683] "Personalized information" refers to information that is tailored and provided according to the user's characteristics, interests, and current situation.

[0684] This invention is a system that collects information in real time and provides tourism information optimized based on user characteristics. This system mainly consists of information equipment, communication methods, data processing devices, and information programs.

[0685] Users use smartphones or similar devices as information devices, insert prepaid SIM cards to use communication methods, and connect to data processing devices via the network. In this context, data processing devices include, for example, remote servers within a cloud computing environment.

[0686] The server distributes information programs to connected information devices according to a predetermined procedure. These programs facilitate user operation and allow for adjustments tailored to the user's characteristics in order to provide the information needed in tourist destinations.

[0687] As an example, by using a generative AI model, specific local information about the user's current location can be collected and processed. For instance, if the user is in Tokyo, information tailored to the user's interests, such as nearby events or recommended restaurants, can be obtained and displayed in real time.

[0688] For example, if a user is interested in art and is visiting Tokyo, a generative AI model can proactively inform them about exhibitions and art events at nearby galleries.

[0689] An example of a prompt message would be, "The user is currently located in Tokyo. Please provide information about nearby events and popular spots." This demonstrates how the system can consider the user's current situation and provide the most relevant information.

[0690] This system allows users to efficiently plan their trips and create travel experiences tailored to their individual interests and needs.

[0691] The flow of the specific processing in Example 1 will be explained using Figure 11.

[0692] Step 1:

[0693] The user inserts a prepaid SIM card into their information device. This action allows the device to connect to the mobile network. The input is the user's SIM card information, and the output is the establishment of the device's network connection. This action prepares the device to establish a link with a server over the communication network.

[0694] Step 2:

[0695] The terminal attempts to connect to the server via the network. A connection request is sent to the server using a communication protocol. The input is the terminal's connection request information, and the output is the server's connection acknowledgment. The server accepts the connection and begins configuring the appropriate connection settings for the terminal.

[0696] Step 3:

[0697] The server begins distributing information programs to terminals with established connections. The inputs here are the connected terminal information and available program information. The output indicates the completion of program installation on the terminal. The server sends a command to download and automatically install the program onto the terminal.

[0698] Step 4:

[0699] After program installation, the user launches the application. During the launch process, the terminal communicates with the server to check the SIM card balance. Inputs are the user's application launch operation and SIM card information, while output is the balance check result. The balance information is encrypted before transmission, and usage charges are automatically deducted.

[0700] Step 5:

[0701] An application launched on the device acquires the user's location information. This location information is sent to a server and input into a generative AI model. The input is the user's current location, and the output is location-based tourist information. The generative AI model collects and analyzes events and spots related to the current location in real time.

[0702] Step 6:

[0703] The server uses data obtained from a generative AI model to generate information based on the user's specific interests. The input is the user's location and past interest data, and the output is personalized travel information. The server sends this information to the device, where it is displayed visually.

[0704] Step 7:

[0705] The user reviews tourist information displayed on the terminal and selects spots of interest. Based on this operation, the terminal retrieves route guidance data from the server and provides an efficient travel route. The input is the user's spot selection operation, and the output is route guidance to the destination. The terminal enables detailed navigation using a map application.

[0706] (Application Example 1)

[0707] 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".

[0708] The problem that this invention aims to solve is to enable tourists to easily and effectively obtain information about the region they are visiting. In particular, it aims to enrich the user's travel experience by providing background information on tourist destinations and promotional information on local facilities in real time according to the user's location and preferences. Specifically, it aims to integrate visual and audio information and improve the efficiency of promoting local facilities.

[0709] 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.

[0710] In this invention, the server includes means for providing information to terminal devices connected to the server via communication means installed in the information terminal, means for downloading an information provision application to the terminal devices, means for providing location-based tourist information using a generation model, means for providing visual guidance and audio instruction through virtual information representations, and means for displaying advertising and sales promotion information for local facilities in real time. This enables tourists to grasp information about transportation and sightseeing at their destination from multiple perspectives, and to plan and enjoy their local travel experience in a more advanced way.

[0711] An "information terminal" is a device used by users to acquire, process, and display digital information, and includes smartphones and tablets.

[0712] "Communication methods" refer to the technologies and devices that allow information terminals to connect to a network and exchange data, such as mobile networks and Wi-Fi.

[0713] A "server" is a computer system that provides data and applications over a network and processes requests from multiple terminals.

[0714] A "terminal device" is a device that receives information from a network via an information terminal and displays or processes that information for the user.

[0715] An "information provision application" is software that runs on a device for a user to obtain and use specific information.

[0716] A "generative model" is a mathematical model or algorithm that processes data according to pre-defined rules or algorithms to produce a specific output.

[0717] "Virtual information representation" refers to technologies that display digital information superimposed onto the actual physical environment, and examples include augmented reality (AR) and virtual reality (VR).

[0718] "Visual guidance" refers to a means of guidance that allows users to grasp information visually, and utilizes digital displays and projection technology.

[0719] "Voice instruction" refers to a method of providing information and instructions to users using sound, and involves speech synthesis and speech recognition technologies.

[0720] "Promotion" refers to activities aimed at spreading information about products, services, or places, and promoting their recognition and use.

[0721] "Sales promotion information" refers to information provided to encourage the purchase or use of specific products or services, such as sales and coupons.

[0722] The system realizing this invention mainly consists of an information terminal, a communication means, a server, and an information provision application. A smartphone is used as the information terminal, and a mobile network is used as the communication means. The server is connected via a SIM card inserted into the information terminal by the user and provides a means for downloading the application to the terminal.

[0723] The server uses a generative AI model to generate tourist information based on the user's location. The generative AI model has the ability to acquire data in real time from external sources and analyze the user's interests and tendencies. For example, it can generate information about historical buildings or current events in a newly visited area. In this process, prompts such as "Please generate detailed information about the tourist attractions I am visiting" are used.

[0724] The terminal presents tourist information through virtual information representations and provides visual and audio guidance. This allows users to obtain information overlaid on the real environment, helping them explore tourist destinations more intuitively. The system also features real-time promotional and sales information for local facilities, allowing users to instantly receive useful information at their travel destination.

[0725] For example, when a user is walking near a tourist destination with their smartphone, background information about local landmarks is displayed along with an audio guide. Furthermore, discount coupons for nearby restaurants are displayed and can be used on the spot. These features allow users to instantly engage with the culture and history of their destination, enriching their travel experience.

[0726] The flow of a specific process in Application Example 1 will be explained using Figure 12.

[0727] Step 1:

[0728] The server provides a means for downloading applications to information terminals once they are connected via a communication method. The input is the SIM card connection information, and the output is the application download link. Providing this link allows users to easily obtain applications.

[0729] Step 2:

[0730] The user installs and launches the application downloaded to their information terminal. The input for installation is the downloaded application file, and the output is a runnable application on the terminal. This prepares the user to receive tourist information.

[0731] Step 3:

[0732] The device obtains GPS information of its current location through the running application and sends it to the server. The input is location information from the device's GPS function, and the output is the data sent to the server. This allows the server to determine the user's location.

[0733] Step 4:

[0734] The server uses a generative AI model to generate relevant tourist information based on the received location data. The input is GPS location data and data from external sources, and the output is personalized tourist information relevant to the user. In this process, the generative AI model creates information based on the prompt statement "Generate detailed information about the tourist destination I am visiting."

[0735] Step 5:

[0736] The device displays generated tourist information as a virtual information representation and provides it to the user through visual guidance and audio guides. The input is tourist information transmitted from the server, and the output is AR display and audio guidance on the device. This allows the user to experience details about the background and events of a place.

[0737] Step 6:

[0738] When a user approaches a local facility of interest, the device displays advertising and promotional information in real time. Inputs are the device's location and promotional data from local facilities, while output is promotional information displayed on the user's screen. This allows users to instantly receive information about facility discounts and events.

[0739] 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.

[0740] This invention provides a system that integrates a tourism information provision system and an emotion engine to provide information and services tailored to the user's emotional state, in order to maximize the tourist experience at their destination. This system consists of an information terminal, communication means, a server, an application, a generative model, and an emotion engine.

[0741] First, when a user inserts a prepaid SIM card into their information terminal, the terminal automatically connects to the server using a communication method. The server then provides the terminal with a link to download a tourism information application, and the user follows the instructions to obtain and install the application.

[0742] When the application is launched, the device checks the prepaid balance required for use via the server and automatically deducts the amount. This allows the user to use the application immediately without having to go through complicated procedures.

[0743] Next, the generative model acquires the user's location information and collects and generates necessary tourist information in real time. At this stage, the emotion engine becomes active and analyzes the user's current emotional state using voice and facial expression data.

[0744] Based on the information gathered by the emotion engine, the application suggests the most suitable travel information and activities for the user. For example, if the user is feeling stressed or tired, it will recommend information about relaxing places, quiet cafes, and sightseeing routes. Conversely, if the user is enjoying themselves, it can suggest active events and new tourist spots.

[0745] Ultimately, the application on the device displays information provided to the user through a user interface that is appropriate both visually and audibly, presenting route guidance and detailed information. This system allows tourists to enjoy an optimal travel experience that matches their emotional state.

[0746] The following describes the processing flow.

[0747] Step 1:

[0748] The user inserts a prepaid SIM card into the information terminal. The terminal detects the SIM insertion, connects to the mobile network, and the user authentication process begins.

[0749] Step 2:

[0750] The device automatically accesses a redirect URL specified by the prepaid communication provider, and a dedicated application guidance page is displayed in the browser.

[0751] Step 3:

[0752] The server provides a download link for a tourist information application via a guidance page. Users click the link and download the application to their device.

[0753] Step 4:

[0754] The user installs the downloaded application and launches it on their device. Once the application launches, communication with the server is established.

[0755] Step 5:

[0756] The server checks the user's prepaid balance and automatically deducts the cost of using the application from that balance. This process eliminates the need for additional payment procedures.

[0757] Step 6:

[0758] The application uses a generative model to generate tourist information by combining current location data with real-time data. This includes information on places to visit, events, and local activities.

[0759] Step 7:

[0760] The emotion engine is activated and analyzes the user's voice and facial expression data. Based on this data, it determines the user's emotional state and uses that information to filter tourist information.

[0761] Step 8:

[0762] The application on the device presents users with travel information that reflects the results of the emotion engine. For example, it provides information on quiet places to users seeking relaxation, and event information to users seeking active experiences.

[0763] Step 9:

[0764] The user plans their trip based on the provided information and initiates route guidance using the device's user interface. The application provides real-time navigation to the selected destination.

[0765] (Example 2)

[0766] 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".

[0767] In today's world, maximizing travelers' experiences at their destinations requires real-time information tailored to their individual emotional states and preferences. However, many existing information systems provide uniform information without considering the user's emotional state, resulting in a failure to deliver information suited to individual needs. In particular, the inability to provide services that respond immediately to changes in a user's emotions during their trip hinders the improvement of the quality of their travel experience.

[0768] 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.

[0769] In this invention, the server is connected to a mobile information device via a communication medium attached to an information processing device, and includes means for downloading an information provision program to the mobile information device, means for deducting usage fees associated with the use of the information provision program from the balance based on the use of the communication medium, means for providing location information based on location information using a generation device, and means for evaluating the user's emotional state using an emotion analysis device and providing optimal location information. This makes it possible to provide an optimal travel experience that corresponds to the user's emotional state and real-time location information.

[0770] An "information processing device" is a portable terminal device that is connected to a data processing device via a communication medium.

[0771] A "communication medium" is a means used to connect an information processing device and a data processing device, and is used for sending and receiving data.

[0772] A "data processing device" is a computer device, such as a server, that provides information processing programs and other services to an information processing device.

[0773] An "information provision program" is an application downloaded from a data processing device and running on that device, and it has the function of providing location information and visited place information.

[0774] A "generation device" is a system that collects information from external data sources and generates appropriate visitor information based on the user's location and preferences.

[0775] An "emotion analysis device" is a system that acquires and analyzes a user's voice and facial expression data to determine their emotional state.

[0776] A "mobility information device" is an information processing device that acquires location information associated with the user's movement and communicates with a data processing device.

[0777] "User interface" refers to the screens and control mechanisms that display acquired visit location information and allow users to directly interact with them.

[0778] The present invention is a system comprising an information processing device, a communication medium, a data processing device, an information provision program, a generation device, and an emotion analysis device.

[0779] The system starts when the user inserts a communication medium into the information processing device and connects to the data processing device via the internet. The data processing device then downloads an information provision program to the user's information processing device. This allows the user to prepare to use the information provision program. This information provision program utilizes a generative AI model to acquire the user's location information and generate information about places visited based on that information. In addition, this generation process collects necessary data in real time from external data sources and provides information tailored to the user's preferences.

[0780] When a user launches the information provision program, the terminal uses its built-in emotion analyzer to collect the user's voice and facial expression data. The emotion analyzer analyzes the collected data and evaluates the user's current emotional state. Based on this evaluation, the data processing unit selects the most suitable place to visit and sends it back to the information processing unit.

[0781] For example, if a user is feeling stressed, the system can suggest relaxing facilities or quiet restaurants. Conversely, if the user is in an energetic mood, it can suggest events or lively tourist destinations. A concrete example of a prompt to input into a generative AI model is, "Please suggest the best tourist spots for a user who wants to relax."

[0782] Ultimately, the information processing device provides users with information through a visually and audibly appropriate user interface, presenting travel routes and relevant information to their destinations. This system enables tourists to enjoy an optimal travel experience tailored to their individual emotional state.

[0783] The flow of the specific processing in Example 2 will be explained using Figure 13.

[0784] Step 1:

[0785] The user inserts a communication medium into the information processing device. The terminal uses this as a trigger to initiate an internet connection and access the data processing device. It receives the insertion of the communication medium as input and establishes a communication path as output.

[0786] Step 2:

[0787] As soon as the server connects to the terminal, it sends a download link for the information program to the terminal. The terminal receives the link and notifies the user. It receives a connection request as input and sends a download link as output.

[0788] Step 3:

[0789] The user clicks a download link received from their device and installs the information provider program on their device. This process involves verifying the necessary interface for installation and deploying the program. The input is a link click, and the output is the state where the program has been installed.

[0790] Step 4:

[0791] When the terminal's information provision program is launched, the prepaid balance is checked via the server, and the usage fee is automatically deducted. At this time, balance data is acquired and calculation processing is performed. The current balance information is received as input, and the new balance after the deduction is provided as output.

[0792] Step 5:

[0793] The device acquires the user's location information using GPS and provides it to the generating AI model. The generating AI model collects and generates appropriate visitor information based on the location information. It receives location information as input and generates visitor information as output.

[0794] Step 6:

[0795] The emotion analysis device installed in the terminal collects the user's voice and facial expression data and determines their emotional state based on that data. It receives raw data as input and outputs the emotional state.

[0796] Step 7:

[0797] The server integrates data from the generating AI model and the emotion analysis device to select the most suitable place to visit based on the user's emotional state. Necessary data processing and algorithmic analysis are performed. It receives location information and emotion data as input and provides the most suitable place to visit as output.

[0798] Step 8:

[0799] The terminal displays location information transmitted from the server via a user interface, presenting it to the user as visual and auditory information. The output information is processed on the device to form the final user experience. It receives optimal location information as input and obtains data to be displayed to the user as output.

[0800] (Application Example 2)

[0801] 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".

[0802] In modern times, when it comes to tourism and shopping, it is difficult for users to instantly obtain the information they want, and it is also difficult for them to find appropriate services and products that suit their emotional state. Furthermore, there is currently a lack of efficient systems that can provide real-time suggestions tailored to individual emotions. As a result, there is a problem of declining user satisfaction.

[0803] 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.

[0804] In this invention, the server includes a terminal device connected to an information processing device via communication means attached to a communication device, means for transferring an information provision program provided by the information processing device to which the terminal device is connected to the terminal device, means for adjusting the cost associated with the use of the information provision program from the balance based on the use of the communication means, means for providing reference information based on location information using a generative model, means for acquiring the user's emotional state using an emotion analysis device and providing optimal information based on the acquired emotional state, and means for presenting the information through an interface for recommending products in the store. As a result, the user can easily and quickly obtain optimal reference information that corresponds to their emotional state in real time.

[0805] A "communication device" is a device used for sending and receiving data.

[0806] "Communication methods" refer to methods and technologies for transmitting information, such as connecting devices via a network.

[0807] An "information processing device" is a device that collects, stores, and processes information, and outputs results based on that information.

[0808] A "terminal device" refers to an end device connected to a network, and is a device used by users to directly exchange information.

[0809] An "information provision program" is software designed to provide users with specified information.

[0810] "Price" refers to the consideration paid for a service or product.

[0811] "Balance" refers to the accumulated amount or quantity of money available for a specific purpose.

[0812] A "generative model" is an algorithm or framework for generating information or data based on specific data.

[0813] "Location information" refers to data that indicates the geographical location of a specific object or event.

[0814] "Reference information" refers to supplementary information that serves as a guide for decision-making and actions.

[0815] An "emotion analysis device" is a device used to identify and analyze a user's emotional state.

[0816] "Emotional state" refers to the mental state or emotions that the user is experiencing.

[0817] An "interface" refers to the boundary or point of contact through which a user and a system exchange information.

[0818] A "suggestion" is the act of encouraging a user to make a decision by recommending a specific option or action.

[0819] This invention provides a system for providing optimal information and products in real time according to the user's emotional state. First, a terminal is connected to an information processing device and a communication device. The user downloads an information provision program to the terminal, and the cost of using the application is adjusted from the balance via the communication means.

[0820] The information processing device acquires the user's location information and collects surrounding reference information using a generative model. At the same time, an emotion analysis device operates on the terminal to analyze the user's emotional state, evaluating emotions using voice and facial expression data. The analysis results are sent to the information processing device, and product and service suggestions optimized for the user's emotions are provided. These suggestions are presented to the user visually or audibly through the terminal's interface.

[0821] The hardware utilizes terminal devices such as smartphones and smart glasses, while the software incorporates an emotion analysis module using Python and Keras. Furthermore, Flask is used for real-time data processing.

[0822] As a specific example, if a user visiting a shopping mall has their smile detected through an application installed on their smart device and the system analyzes that they are in a happy mood, the device will suggest discount information on new products.

[0823] Examples of prompt statements to input into the generative AI model are as follows:

[0824] "If the user is smiling, recommend a new family-friendly activity or product to them."

[0825] The flow of a specific process in Application Example 2 will be explained using Figure 14.

[0826] Step 1:

[0827] The terminal connects to a communication device, and the user downloads an information provision program. As input, the terminal uses its communication means to receive program data from the information processing device. As output, the program installed on the terminal is generated. This process prepares the user for subsequent information retrieval procedures.

[0828] Step 2:

[0829] When a user moves to a specific location with their device, the information processing device acquires location information. The input is GPS data from the device, and the output is precise geographical coordinate data. This data is used to determine the user's current location and to decide what information to provide next.

[0830] Step 3:

[0831] The emotion analysis device is activated and acquires voice and facial expression data to evaluate emotions. The input is the user's face and voice data obtained from the device's camera or microphone. A generative AI model within the software processes the data, and the output is the user's emotional state (e.g., joy or surprise). This prepares the system to adapt the next information presented to the user's psychological state.

[0832] Step 4:

[0833] Based on emotional data acquired by the server, the system suggests the most suitable information and products. The input is emotional state data from an emotion analysis device, and the output is a list of recommended information prepared by the information processing device. This ensures that information highly relevant to the user is selected.

[0834] Step 5:

[0835] The user is presented with suggested information through the terminal's interface. As input, the system receives a list of information sent from the server and displays it visually and audibly through the user interface. As output, the user is provided with effective recommendations. This process allows the user to make informed decisions on the spot.

[0836] 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.

[0837] 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.

[0838] 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.

[0839] 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.

[0840] 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.

[0841] 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.

[0842] 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.

[0843] 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.

[0844] 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."

[0845] 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.

[0846] 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.

[0847] 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.

[0848] 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.

[0849] 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.

[0850] 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.

[0851] 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.

[0852] 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.

[0853] 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.

[0854] 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.

[0855] 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.

[0856] 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 to be incorporated by reference.

[0857] The following is further disclosed regarding the embodiments described above.

[0858] (Claim 1)

[0859] A terminal device connected to a server via a communication means installed in the information terminal,

[0860] A means for causing the terminal device to download an information provision application, which is provided by the server to which the terminal device is connected,

[0861] A means of deducting the costs associated with using the aforementioned information provision application from the balance based on the use of communication means,

[0862] A means of providing location-based tourism information using a generative model,

[0863] A system that includes this.

[0864] (Claim 2)

[0865] The system according to claim 1, wherein the generation model includes means for acquiring information in real time from an external information source and generating information based on user preferences.

[0866] (Claim 3)

[0867] The system according to claim 1, wherein the terminal device includes means for providing a user interface for displaying acquired tourist information and providing route guidance.

[0868] "Example 1"

[0869] (Claim 1)

[0870] Information equipment connected to a data processing device via a communication method,

[0871] Means for distributing an information program to the information device, provided by a data processing device to which the information device is connected,

[0872] A means of deducting the costs associated with using the aforementioned information program from the balance based on the use of the communication method,

[0873] A means of providing location-based tourism information using a generative model,

[0874] A means for providing information customized by the aforementioned generation model according to user characteristics,

[0875] A system that includes this.

[0876] (Claim 2)

[0877] The system according to claim 1, wherein the generation model includes means for acquiring data in real time from an external data source and generating information based on user preferences.

[0878] (Claim 3)

[0879] The system according to claim 1, wherein the information device includes means for providing a user interface for visually displaying acquired tourist information and guiding travelers along a route.

[0880] "Application Example 1"

[0881] (Claim 1)

[0882] A terminal device connected to a server via a communication means installed in the information terminal,

[0883] A means for causing the terminal device to download an information provision application, which is provided by the server to which the terminal device is connected,

[0884] A means of deducting the costs associated with using the aforementioned information provision application from the balance based on the use of communication means,

[0885] A means of providing location-based tourism information using a generative model,

[0886] A means of providing visual guidance and audio instruction through virtual information representation,

[0887] A means of presenting local facility promotion and sales promotion information in real time,

[0888] A system that includes this.

[0889] (Claim 2)

[0890] The system according to claim 1, wherein the generation model includes means for acquiring information in real time from an external information source and generating information based on user preferences.

[0891] (Claim 3)

[0892] The system according to claim 1, wherein the terminal device includes means for providing a user interface for displaying acquired tourist information and providing route guidance.

[0893] "Example 2 of combining an emotion engine"

[0894] (Claim 1)

[0895] A mobile information device connected to a data processing device via a communication medium installed in the information processing device,

[0896] Means for causing the mobile information device to download an information provision program provided by a data processing device to which the mobile information device is connected,

[0897] A means of deducting the usage fee associated with the use of the aforementioned information provision program from the balance based on the use of communication media,

[0898] A means for providing location-based information about visited places using a generation device,

[0899] A means of evaluating the user's emotional state using an emotion analysis device and providing information on the optimal place to visit,

[0900] A system that includes this.

[0901] (Claim 2)

[0902] The system according to claim 1, wherein the generating device includes means for instantly acquiring information from an external data source and generating information based on the user's preferences.

[0903] (Claim 3)

[0904] The system according to claim 1, wherein the mobility information device includes means for providing a user interface for displaying acquired visit location information and providing mobility guidance.

[0905] "Application example 2 when combining with an emotional engine"

[0906] (Claim 1)

[0907] A terminal device connected to an information processing device via a communication means attached to a communication device,

[0908] Means for transferring an information provision program, provided by an information processing device to which the terminal device is connected, to the terminal device,

[0909] A means for adjusting the cost associated with the use of the aforementioned information provision program from the balance based on the use of communication means,

[0910] A means of providing reference information based on location information using a generative model,

[0911] A means for acquiring a user's emotional state using an emotion analysis device and providing optimal information based on the acquired emotional state,

[0912] A means of presenting such information through an interface for recommending products in the store,

[0913] A system that includes this.

[0914] (Claim 2)

[0915] The system according to claim 1, wherein the generation model includes means for acquiring information from an external data source as needed and constructing information based on user preferences.

[0916] (Claim 3)

[0917] The system according to claim 1, wherein the terminal device includes means for providing an operating interface for displaying acquired reference information and providing guidance. [Explanation of Symbols]

[0918] 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

1. A terminal device connected to a server via a communication means installed in the information terminal, A means for causing the terminal device to download an information provision application, which is provided by the server to which the terminal device is connected, A means of deducting the costs associated with using the aforementioned information provision application from the balance based on the use of communication means, A means of providing location-based tourism information using a generative model, A system that includes this.

2. The system according to claim 1, wherein the generation model includes means for acquiring information in real time from an external information source and generating information based on user preferences.

3. The system according to claim 1, wherein the terminal device includes means for providing a user interface for displaying acquired tourist information and providing route guidance.

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