System

Abstract

A system is provided.SOLUTION: A system for providing means of transportation available to elderly people, comprising: means for inputting information on a current location and a destination of a user; means for proposing a ride-sharing when destinations of a plurality of users are close; means for calculating a driving route based on the proposed ride-sharing; and means for notifying the user based on the calculated driving route.SELECTED DRAWING: Figure 1

Description

[Technical Field]

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

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

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

[0004] In modern society, the elderly population in Japan is rapidly increasing, and there is a need to improve social participation and the quality of life, especially for the elderly. However, due to a lack of appropriate transportation that the elderly can use and places where they can interact with other generations, it is difficult for the elderly to participate in society. For this reason, there is an urgent need to provide places where the elderly can live comfortably and actively participate in society. [Means for solving the problem]

[0005] In order to solve the above problems, the present invention provides a system having the following features.

[0006] To provide a system for providing transportation means that can be used by elderly people, the system including a means for inputting information on a user's current location and destination, a means for proposing a ride-sharing when the destinations of a plurality of users are close to each other, a means for calculating a travel route based on the proposed ride-sharing, and a means for notifying users based on the calculated travel route.

[0007] Furthermore, as a system that provides a place for elderly people to communicate with each other or between elderly people and young people, a system is provided that includes a means for inputting profile information of elderly people, a means for matching with other users based on the input profile information, and a means for providing matched users with information on places where communication is possible. This makes the lives of elderly people more convenient and provides a place for interaction with the younger generation, thereby creating a place where elderly people can actively participate in society.

[0008] The term "elderly" generally refers to people aged 65 or older, with the term "late elderly" specifically referring to people aged 75 or older.

[0009] "User" refers to an individual who uses the System, and is particularly targeted at older people, but may also include younger people.

[0010] "Current Location" means your current physical location, as determined by GPS data or other location technologies.

[0011] "Destination" refers to the final location to which a user wishes to travel.

[0012] "Ride-sharing" refers to a method of achieving efficient travel by multiple users sharing the same means of transportation and using a common route.

[0013] "Route of travel" refers to the route a means of transport takes to transport a user to a destination.

[0014] "Profile Information" means personal information about a User, including, but not limited to, name, age, past work history, hobbies, and interests.

[0015] "Matching" refers to the process by which the system connects users who may be interested in each other, based on the profile information of older people or older people and young people.

[0016] "Place of communication" refers to a physical or online place where users can interact and socialize with each other.

[0017] "Notification" refers to the act of the system sending information to users, particularly for the purpose of informing them of driving routes and matching results. [Brief explanation of the drawings]

[0018] [Figure 1] 1 is a conceptual diagram showing an example of the configuration of a data processing system according to a first embodiment. [Figure 2] 1 is a conceptual diagram showing an example of main functions of a data processing device and a smart device according to a first embodiment. [Figure 3] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a second embodiment. [Figure 4] FIG. 10 is a conceptual diagram showing an example of main functions of a data processing device and smart glasses according to a second embodiment. [Figure 5] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a third embodiment. [Figure 6] FIG. 11 is a conceptual diagram showing an example of main functions of a data processing device and a headset-type terminal according to a third embodiment. [Figure 7] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a fourth embodiment. [Figure 8] FIG. 10 is a conceptual diagram showing an example of main functions of a data processing device and a robot according to a fourth embodiment. [Figure 9] 1 shows an emotion map onto which multiple emotions are mapped. [Figure 10]1 shows an emotion map onto which multiple emotions are mapped. [Figure 11] FIG. 3 is a sequence diagram showing a processing flow of the data processing system according to the first embodiment. [Figure 12] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 1. [Figure 13] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system according to the second embodiment when an emotion engine is combined. [Figure 14] FIG. 10 is a sequence diagram showing the flow of processing in the data processing system in Application Example 2 when an emotion engine is combined. DETAILED DESCRIPTION OF THE INVENTION

[0019] An example of an embodiment of a system according to the technology of the present disclosure will be described below with reference to the accompanying drawings.

[0020] First, the terms used in the following description will be explained.

[0021] In the following embodiments, a coded processor (hereinafter simply referred to as a "processor") may be a single arithmetic device or a combination of multiple arithmetic devices. Furthermore, a processor may be a single type of arithmetic device or a combination of multiple types of arithmetic devices. Examples of arithmetic devices include a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), a GPGPU (General-Purpose computing on Graphics Processing Units), and an APU (Accelerated Processing Unit).

[0022] In the following embodiments, a coded RAM (Random Access Memory) is a memory in which information is temporarily stored and is used as a working memory by a processor.

[0023] In the following embodiments, the coded storage is one or more non-volatile storage devices that store various programs, various parameters, etc. Examples of non-volatile storage devices include flash memory (SSD (Solid State Drive)), magnetic disks (e.g., hard disks), and magnetic tapes.

[0024] In the following embodiments, a communication I / F (Interface) with a symbol is an interface including a communication processor, an antenna, etc. The communication I / F controls communication between multiple computers. Examples of communication standards applied to the communication I / F include wireless communication standards including 5G (5th Generation Mobile Communication System), Wi-Fi (registered trademark), Bluetooth (registered trademark), etc.

[0025] In the following embodiments, "A and / or B" is synonymous with "at least one of A and B." In other words, "A and / or B" means that it may be only A, only B, or a combination of A and B. Furthermore, in this specification, the same concept as "A and / or B" is also applied when three or more things are expressed connected by "and / or."

[0026] [First embodiment]

[0027] FIG. 1 shows an example of the configuration of a data processing system 10 according to the first embodiment.

[0028] 1, a data processing system 10 includes a data processing device 12 and a smart device 14. An example of the data processing device 12 is a server.

[0029] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 is an example of a "computer" according to the technology of the present disclosure. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, the RAM 30, and the storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[0030] The smart device 14 includes a computer 36, a reception device 38, an output device 40, a camera 42, and a communication I / F 44. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The reception device 38, the output device 40, and the camera 42 are also connected to the bus 52.

[0031] The reception device 38 includes a touch panel 38A, a microphone 38B, and the like, and receives user input. The touch panel 38A detects contact with an indicator (for example, a pen or a finger) to receive user input by the touch of the indicator. The microphone 38B detects the user's voice to receive user input by voice. The control unit 46A transmits data indicating the user input received by the touch panel 38A and the microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the data indicating the user input.

[0032] The output device 40 includes a display 40A and a speaker 40B, and presents data to the user 20 by outputting the data in a form of expression that the user 20 can perceive (for example, audio and / or text). The display 40A displays visible information such as text and images in accordance with instructions from the processor 46. The speaker 40B outputs audio in accordance with instructions from the processor 46. The camera 42 is a compact digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor.

[0033] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 control the exchange of various information between the processor 46 and the processor 28 via the network 54.

[0034] FIG. 2 shows an example of the main functions of the data processing device 12 and the smart device 14.

[0035] 2, in the data processing device 12, a specific process is performed by the processor 28. A specific processing program 56 is stored in the storage 32. The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific process is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0036] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290.

[0037] In the smart device 14, the processor 46 performs the reception output process. The storage 50 stores a reception output program 60. The reception output program 60 is used in conjunction with the specific processing program 56 by the data processing system 10. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output process is realized by the processor 46 operating as the control unit 46A in accordance with the reception output program 60 executed on the RAM 48.

[0038] Next, a description will be given of the specific processing performed by the specific processing unit 290 of the data processing device 12. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0039] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is configured as follows.

[0040] 1. Providing transportation options accessible to the elderly

[0041] overview

[0042] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user.

[0043] Program processing

[0044] User: Requests transportation from home to a destination using a smartphone app, entering current location information (GPS) and destination information.

[0045] Device: Sends the current location and destination information entered by the user to the server.

[0046] Server: Based on the received information, the server searches the database for nearby AI taxis and, if multiple users request it, suggests sharing a ride. The AI ​​algorithm calculates the optimal route.

[0047] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[0048] User: Board an AI taxi at the specified time and place and travel to the destination with other passengers.

[0049] Specific examples

[0050] For example, when Person A requests transportation to go to the hospital, he or she inputs his or her current location (home) and specifies the destination (hospital). The server searches for nearby AI taxis, and if Person B is also going to the same hospital, the server suggests that Person A and Person B share a ride. The AI ​​algorithm then calculates the optimal route and notifies Person A and Person B. Person A and Person B then get in the same AI taxi and head to their destination.

[0051] 2. Providing a place where seniors can communicate with each other or with young people

[0052] overview

[0053] This system provides a place for communication to promote social participation among the elderly. The server matches the elderly with other users based on their profile information and provides information on places where they can interact.

[0054] Program processing

[0055] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[0056] Device: Sends the entered profile information to the server.

[0057] Server: The received profile information is registered in a database and compared with other users. An AI algorithm is used to select the best match candidates.

[0058] Server: Generates matching results and sends them to the device. Provides users with information on locations where communication is possible.

[0059] Users: Initiate interactions with other users based on the information provided.

[0060] Specific examples

[0061] For example, Person C enters his / her profile information and lists gardening as a hobby. Based on this information, the server matches Person D, who lives nearby and shares the same hobby. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their exchange about gardening.

[0062] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

[0063] The processing flow will be explained below.

[0064] 1. Providing transportation options accessible to the elderly

[0065] Program processing

[0066] Step 1:

[0067] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[0068] Step 2:

[0069] The terminal acquires the user's input information and transmits the current location information and destination information to the server.

[0070] Step 3:

[0071] Based on the current location and destination information received by the server, the server searches the database for nearby AI taxis.

[0072] Step 4:

[0073] The server compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[0074] Step 5:

[0075] The server uses an AI algorithm to calculate the most efficient route for multiple users to share.

[0076] Step 6:

[0077] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[0078] Step 7:

[0079] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[0080] Step 8:

[0081] The user travels to a destination together with other passengers based on an optimal travel route.

[0082] 2. Providing a place where seniors can communicate with each other or with young people

[0083] Program processing

[0084] Step 1:

[0085] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[0086] Step 2:

[0087] The device acquires the entered profile information and transmits it to the server.

[0088] Step 3:

[0089] The server registers the received profile information in a database.

[0090] Step 4:

[0091] The server matches the information of other users in its database to find users who may have mutual interests based on hobbies and interests.

[0092] Step 5:

[0093] The server uses an AI algorithm to select the best match candidates.

[0094] Step 6:

[0095] The server generates a matching result, sends it to the terminal, and notifies the user.

[0096] Step 7:

[0097] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[0098] Step 8:

[0099] Users can message other users through the app or attend in-person gatherings at provided locations.

[0100] Example 1

[0101] Next, a description will be given of Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0102] Currently, there are limited means for elderly people to effectively participate in society, and the lack of opportunities for travel from home to destinations and communication is an issue. In addition, due to the limited options for transportation, there is a need for a system that makes it easier for elderly people to go out freely. In particular, there is a lack of services that allow elderly people to share rides with other users in the neighborhood or provide opportunities for communication to participate in society.

[0103] The specific processing by the specific processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means.

[0104] In this invention, the server includes means for inputting information on the user's current location and destination, means for sending a request from a terminal to the server, means for searching for nearby self-driving vehicles based on the received information and for suggesting ride-sharing if multiple users have made requests, means for calculating the optimal route using an AI algorithm, means for sending the calculated route to the terminal and notifying the user of scheduled service information, and means for guiding the user to a specified time and place and traveling to the destination together with other passengers. This makes it possible to improve the convenience of mobility for the elderly and increase opportunities for them to participate in society.

[0105] "Users" refers to elderly people and general users of the system.

[0106] "Current location" refers to the actual location information at the time the user is using the system.

[0107] "Destination" refers to information about the end point to which the user wishes to travel.

[0108] "Terminal" refers to the electronic device (e.g., smartphone or tablet) used by a user to access the system.

[0109] "Server" refers to a computer device that performs central management of a system.

[0110] A "request" refers to the request information that a user inputs their current location and destination and sends to the server.

[0111] "Autonomous vehicles" refer to taxis, shuttles, and other transportation vehicles that are equipped with artificial intelligence and operate under their own control.

[0112] "Ride-sharing" refers to multiple users sharing the same self-driving vehicle to reach a destination.

[0113] "AI algorithm" refers to a calculation method that uses artificial intelligence technology to process data, optimize routes, and perform matching checks.

[0114] "Profile Information" refers to personal information (e.g., hobbies, work history, name) that a user enters into the system.

[0115] "Matching" refers to the process of selecting the most suitable candidate to interact with based on the compatibility between users.

[0116] "Place of Communication" means a physical or online location provided for users to interact and converse with one another.

[0117] "Encryption" refers to the technology of transforming information into a form that cannot be understood by third parties in order to ensure data security.

[0118] MODE FOR CARRYING OUT THE INVENTION

[0119] This invention is a system that provides a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is implemented based on a specific hardware and software configuration.

[0120] 1. Provision of transportation

[0121] overview

[0122] This system provides transportation that allows elderly people to move around efficiently. The server receives user requests, searches for nearby self-driving vehicles, and calculates and notifies the user of the optimal route.

[0123] Hardware and Software Used

[0124] Hardware: Smartphone (used by users), Server (for central management)

[0125] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (route calculation and matching)

[0126] Specific examples

[0127] A user uses a smartphone app to request transportation from home to the hospital. The specific prompt is, "Send a request for transportation from home to the hospital. Your current location will be automatically obtained, but please enter your destination." The device obtains the user's current location using GPS and automatically sends it to the server. The server retrieves information about nearby autonomous vehicles from a database and suggests carpooling if multiple users request it. It then uses an AI algorithm to calculate the optimal route. This calculated route information is sent to the device, and the user is notified of the scheduled transportation information. The user boards the autonomous vehicle at the specified time and place and travels to their destination with other passengers.

[0128] 2. Providing a place for communication

[0129] overview

[0130] This system provides a place for elderly people to communicate and promote their participation in society. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[0131] Hardware and Software Used

[0132] Hardware: Smartphone (used by users), Server (for central management)

[0133] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (matching)

[0134] Specific examples

[0135] A user uses a smartphone app to enter personal profile information (e.g., name, age, hobbies, past work history, etc.). The device encrypts this information and sends it to the server. An example prompt might be, "Please tell us that your hobby is gardening. We will match you with other users." The server then checks the database and compares it with other users' profile information. An AI algorithm selects the user whose hobbies and work history best match the user. The device is notified of the match results, which also includes information about where the interaction can take place (e.g., a local community center, online forum, etc.). The user can then start interacting with other users based on the information provided. For example, a user can make a reservation to attend a gardening event within the app and meet at the community center on the day.

[0136] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

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

[0138] (Transportation Provision) Processing Steps

[0139] Step 1:

[0140] User: Opens the app on their smartphone and enters their current location and destination information via text boxes or voice input, and their current location information is automatically obtained using GPS.

[0141] Input: Current location and destination information.

[0142] Output: The request data.

[0143] Step 2:

[0144] On the device: The current location and destination information entered by the user is sent to the server, where data is encrypted before being sent.

[0145] Input: Request data.

[0146] Output: The encrypted request data.

[0147] Step 3:

[0148] Server: Decodes the received request data and accesses a database to search for information on nearby autonomous vehicles. If multiple users make requests, an AI algorithm is used to suggest ride-sharing.

[0149] Input: The encrypted request data.

[0150] Output: A list of candidate autonomous vehicles.

[0151] Step 4:

[0152] Server: Calculates the optimal route using an AI algorithm. If multiple users request a ride-sharing, the server optimizes the route taking this into account.

[0153] Input: candidate list of autonomous vehicles, current location information, and destination information.

[0154] Output: Optimal route data.

[0155] Step 5:

[0156] Server: Sends calculated route data to the device and notifies the user of scheduled trip information, including the route, scheduled time, pick-up point, and taxi license plate number.

[0157] Input: Optimal route data.

[0158] Output: Schedule information.

[0159] Step 6:

[0160] User: Boards a self-driving vehicle at the designated pickup point and time. The app also provides guidance on maintaining appropriate social distancing with other passengers.

[0161] Input: Schedule information.

[0162] Output: Start of movement.

[0163] (Providing a place for communication) processing steps

[0164] Step 1:

[0165] User: Opens the smartphone app and enters profile information (e.g., name, age, hobbies, past work experience, etc.). Users are also required to enter keywords related to specific hobbies and interests.

[0166] Input: User profile information.

[0167] Output: Profile data.

[0168] Step 2:

[0169] On your device: The profile data you enter is encrypted and sent to the server. The data is sent in real time, so it is delivered to the server immediately after you enter it.

[0170] Input: Profile data.

[0171] Output: Encrypted profile data.

[0172] Step 3:

[0173] Server: Decodes the received profile data and registers it in a database. It compares it with the profile information of other users and uses an AI algorithm to select the best match candidates.

[0174] Input: Encrypted profile data.

[0175] Output: A list of possible matches.

[0176] Step 4:

[0177] Server: Generates matching results based on the collated information. Then, it sends the results to the device and notifies the user. The notification also includes information about where the interaction can take place (e.g., local community centers, online forums, etc.).

[0178] Input: A list of possible matches.

[0179] Output: Matching result data, interaction location information.

[0180] Step 5:

[0181] User: Based on the information provided, users can start interacting with other users. For example, users can make a reservation within the app to attend an event at a local community center and meet face-to-face at the center on the day.

[0182] Input: Matching result data, interaction location information.

[0183] Output: AC start.

[0184] (Application example 1)

[0185] Next, a description will be given of Application Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0186] In order to promote social participation and improve the quality of life for the elderly, it is important to provide safe and efficient transportation and opportunities for communication. However, the current system does not adequately optimize transportation, limiting the ways in which elderly people can efficiently reach their destinations. In addition, opportunities for communication between elderly people and between elderly people and younger people are limited, hindering social participation. This issue needs to be resolved.

[0187] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 1 is realized by the following means.

[0188] In this invention, the server includes a means for calculating an optimal route using an AI algorithm, a means for calculating an optimal route using the Dijkstra algorithm or the A algorithm, and a means for analyzing input information using a generative AI model and making appropriate suggestions to the user. This enables elderly people to use safe and efficient transportation, promotes communication with other users, and enables them to participate in society.

[0189] "User" refers to people who use the system to receive transportation and communication services.

[0190] "Current location" refers to location information that can be determined by a user using a smartphone or other device.

[0191] "Destination" refers to the location to which a user wishes to travel using the system.

[0192] "Ride-sharing" refers to a means of multiple users traveling together to the same or nearby destinations.

[0193] "Route of travel" refers to the optimal route a user takes to reach their destination.

[0194] "AI algorithm" refers to an algorithm that uses artificial intelligence to analyze data and make decisions.

[0195] The "Dijkstra algorithm" refers to an algorithm for calculating the shortest path based on graph theory.

[0196] "A algorithm" refers to an algorithm that calculates the shortest path using heuristics to improve execution efficiency.

[0197] "Profile information" refers to data that compiles personal information such as a user's attributes, hobbies, and interests.

[0198] "Matching" refers to the process by which the system identifies and connects users with other users who share common interests and goals based on their profile information.

[0199] A "generative AI model" refers to a model that uses artificial intelligence to analyze input information and make appropriate suggestions to users.

[0200] "Communication space" refers to a place or online platform where users can interact with each other and exchange information.

[0201] This invention is a system that provides a means of transportation that allows elderly people to travel efficiently and safely from their homes to their destinations, and promotes communication between elderly people and between elderly people and younger people. This system consists of three main components: a server, a terminal (a smartphone or other device), and a user.

[0202] 1. Providing transportation options accessible to the elderly

[0203] overview

[0204] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives the user's request, calculates the optimal route, and notifies the user.

[0205] Server processing

[0206] The server first receives the user's current location and destination information, which is sent from the device. Based on the received information, the server consolidates requests from multiple users and suggests carpooling if multiple destinations are close to each other. Next, the server uses an AI algorithm (such as the Dijkstra algorithm or the A algorithm) to calculate the optimal route. The calculation result is sent to the device and notified to the user.

[0207] Hardware and software used

[0208] Smartphone: Use the ANDROID (registered trademark) or iOS app to enter your current location and destination information.

[0209] Server: Uses a web server (e.g., Nginx) or application server (e.g., Flask, Django) to process information and calculate routes.

[0210] AI algorithm: Optimal driving route calculation using Dijkstra algorithm and A algorithm.

[0211] Specific examples

[0212] For example, if a user wants to go to the hospital, they open the smartphone app and input their current location (home) and destination (hospital). The server considers the information of other users who have received requests at the same time and suggests a ride-sharing option. The server then uses an AI algorithm to calculate the optimal route and notify both users.

[0213] 2. Providing a place where seniors can communicate with each other or between seniors and young people

[0214] overview

[0215] It provides a place for communication to promote social participation among the elderly. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[0216] Server processing

[0217] The user enters profile information (e.g., past work history and hobbies) and sends it from the device to the server. The server registers the received profile information in a database and compares it with other users. The generative AI model selects the most suitable match candidate and sends the result to the device to notify the user.

[0218] Hardware and software used

[0219] Smartphone: Enter your profile information and send it to the server.

[0220] Server: Registers profile information in a database and performs matching processes.

[0221] Generative AI model: Analyzes input information and selects appropriate users.

[0222] Specific examples

[0223] For example, if a user indicates in their profile information that they are interested in gardening, the server can match them with other users who share the same interest and provide information about local community centers and online forums, making it easy for people with common interests to connect.

[0224] Prompt Sentence Examples

[0225] "The user inputs their current location and destination into a smartphone app and sends a request. The server uses an AI algorithm to calculate the optimal route based on the received request data. The server then notifies the user of the calculated route, and the user boards the self-driving vehicle at the specified location and time."

[0226] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0227] Step 1:

[0228] The user starts the smartphone app and requests transportation from home to a destination. The user turns on the GPS and provides the app with their current location information. They also input their destination (such as a hospital or shopping destination).

[0229] Input: Current location (GPS) and destination information

[0230] Output: User travel request data

[0231] Step 2:

[0232] The terminal (smartphone) sends the current location and destination information entered by the user to the server.

[0233] Input: User travel request data

[0234] Output: Request sent to server

[0235] Step 3:

[0236] The server searches the database for nearby self-driving vehicles based on the received user's current location and destination information. If there are multiple requests from users, the server suggests sharing a ride.

[0237] Input: Request data to the server

[0238] Output: Nearby autonomous vehicles and ride-sharing information

[0239] Step 4:

[0240] The server uses AI algorithms (Dijkstra algorithm and A algorithm) to calculate the optimal driving route.

[0241] Input: Nearby autonomous vehicles and rideshare information

[0242] Output: Optimal driving route

[0243] Step 5:

[0244] The server transmits the calculated optimum route information to the user's terminal and notifies the user of the operation schedule information.

[0245] Input: Optimal driving route

[0246] Output: Schedule information to user terminal

[0247] Step 6:

[0248] The user boards an autonomous vehicle at a designated time and place and travels to their destination with other passengers.

[0249] Input: Schedule information from the server

[0250] Output: Boarding an autonomous vehicle and transportation to your destination

[0251] Step 7:

[0252] The user uses the app to enter profile information (e.g., past work history and hobbies) and sends it from the device to the server.

[0253] Input: Profile information

[0254] Output: Send profile information to the server

[0255] Step 8:

[0256] The server registers the received profile information in a database and compares it with other users. The generative AI model selects the best match candidates and sends the results to the user's device to notify them.

[0257] Input: Profile information

[0258] Output: Match candidates and notifications

[0259] Step 9:

[0260] Based on the notification information from the server, the user starts interacting with other users in a communication space.

[0261] Input: Match candidates and notifications

[0262] Output: Start communication with other users

[0263] Furthermore, an emotion engine that estimates the user's emotion may be combined. That is, the identification processing unit 290 may estimate the user's emotion using the emotion identification model 59 and perform identification processing using the user's emotion.

[0264] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication spaces. Furthermore, by combining it with an emotion engine, it is possible to provide services tailored to the user's emotions and stress level. This system operates in cooperation with four entities: a server, a terminal, a user, and an emotion engine, and is configured as follows:

[0265] 1. Providing transportation options accessible to the elderly

[0266] overview

[0267] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user. The emotion engine also analyzes the user's emotions and stress levels, and provides optimal services based on these.

[0268] Program processing

[0269] User: Requests transportation from home to a destination using a smartphone app. Enters current location information (GPS) and destination information.

[0270] Terminal: Obtains user input information and analyzes the user's emotional state using the emotion engine. Sends current location information, destination information, and emotional information to the server.

[0271] Server: Searches for nearby AI taxis from a database based on the received current location information, destination information, and emotion information.

[0272] Server: Compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[0273] Server: Using the results of the AI ​​algorithm and emotion engine, calculates the most efficient and comfortable route for multiple passengers to share.

[0274] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[0275] User: Check the app and arrive at the specified time and location to board the AI ​​taxi.

[0276] User: Travel with other passengers to their destination based on the best route.

[0277] Specific examples

[0278] For example, when Person A requests transportation to go to the hospital, he or she inputs their current location (home) and specifies the destination (hospital). The device analyzes Person A's emotional state and determines that they are relatively relaxed. The server searches for nearby AI taxis and, referring to the results of the emotion engine, suggests sharing the ride with Person B. Because both Person A and Person B are relaxed, the route is optimized to ensure a stress-free ride. The calculated route is then notified, and Person A and Person B get into the same AI taxi and head to their destination.

[0279] 2. Providing a place where seniors can communicate with each other or with young people

[0280] overview

[0281] This system provides a place for communication among seniors to promote their social participation. The server matches seniors with other users based on their profile information and provides information on places where they can interact. It also uses an emotion engine to analyze the user's emotional state and make appropriate matches.

[0282] Program processing

[0283] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[0284] Terminal: The entered profile information and the emotional information analyzed by the emotion engine are sent to the server.

[0285] Server: Registers the received profile information and emotion information in a database.

[0286] Server: Matches information about other users in a database to find users with whom you may have mutual interests based on hobbies, interests, and emotional state.

[0287] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine.

[0288] Server: Generates matching results, sends them to the device, and notifies the user. Provides users with information about locations where communication is possible.

[0289] Users: Initiate interactions with other users based on the information provided.

[0290] Specific examples

[0291] For example, Person C enters his / her profile information and lists gardening as a hobby. The device analyzes Person C's emotional state and determines that he / she is calm. Based on this information, the server matches Person D, who lives nearby and has the same hobby and is in a calm emotional state. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their conversation about gardening while relaxing together.

[0292] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[0293] The processing flow will be explained below.

[0294] 1. Providing transportation options accessible to the elderly

[0295] Program processing

[0296] Step 1:

[0297] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[0298] Step 2:

[0299] The device receives user input and analyzes the user's emotional state using an emotion engine, which identifies the user's emotions through facial expression recognition and voice analysis.

[0300] Step 3:

[0301] The terminal transmits current location information, destination information, and emotional state data to the server.

[0302] Step 4:

[0303] The server searches for nearby AI taxis from a database based on the current location and destination information received, and also takes into account the user's emotional state.

[0304] Step 5:

[0305] The server compares the request information of other users who wish to use the service at the same time and extracts users whose destinations are close by.

[0306] Step 6:

[0307] The server uses the results of AI algorithms and emotion engines to calculate the optimal route, proposing the most efficient and comfortable ride-sharing. For users who need to relax, priority is given to sharing rides with other relaxed users.

[0308] Step 7:

[0309] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[0310] Step 8:

[0311] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[0312] Step 9:

[0313] The user travels to their destination along with other passengers based on the optimal route, and a comfortable environment is maintained during the journey according to the user's emotional state.

[0314] 2. Providing a place where seniors can communicate with each other or with young people

[0315] Program processing

[0316] Step 1:

[0317] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[0318] Step 2:

[0319] The device retrieves the entered profile information and analyzes the user's emotional state with an emotion engine, which identifies emotions through facial expression recognition and voice analysis.

[0320] Step 3:

[0321] The terminal transmits profile information and emotional state data to the server.

[0322] Step 4:

[0323] The server registers the received profile information and emotional state information in a database.

[0324] Step 5:

[0325] The server matches the information of other users in its database to find users with whom you may have mutual interests based on your hobbies, interests and emotional state.

[0326] Step 6:

[0327] The server uses the results of the AI ​​algorithm and emotion engine to select the best match candidates, taking into account the user's emotional state and prioritizing users who are compatible.

[0328] Step 7:

[0329] The server generates a matching result, sends it to the terminal, and notifies the user.

[0330] Step 8:

[0331] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[0332] Step 9:

[0333] Users message with other users through the app or participate in in-person gatherings at provided locations, and their emotional state is used to encourage comfortable interactions.

[0334] Specifically, if person C enters gardening as a hobby in their profile and the emotion engine determines that they are relaxed, the server will use this information to match them with person D, a nearby person with the same hobby. Because person D is also in a relaxed state, information about a local community center as a place to interact is provided, allowing person C and person D to deepen their relationship about gardening in a peaceful environment.

[0335] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[0336] Example 2

[0337] Next, a description will be given of Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0338] When elderly people move around, they often feel anxious about their means of transportation and feel isolated. They may also find it difficult to communicate with other people in their daily lives and participate in society. Furthermore, depending on their emotional state, the proposed means of transportation or communication opportunities may not be appropriate. There is a need to provide a system that solves these issues and allows elderly people to move around safely and participate in society.

[0339] The identification process by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. In this invention, the server includes: means for inputting current location information and destination information of a user; means for analyzing an emotional state based on the input information; means for suggesting a ride-sharing when multiple users' destinations are close to each other while taking the emotional state into consideration; means for calculating an optimal travel route using an AI algorithm based on the proposed ride-sharing; means for notifying users based on the calculated travel route; means for inputting profile information of the elderly person; means for analyzing the emotional state based on the input profile information; means for matching with other users while taking the emotional state into consideration; means for providing the matched user with information on places where communication is possible; and means for suggesting a ride-sharing with nearby users based on the acquired information and emotional state. This enables elderly people to travel safely and participate in society while communicating appropriately with others.

[0340] "Users" are seniors and other users of the system.

[0341] "Current location information" refers to data about the user's current location, such as GPS information obtained from the user's smartphone or other device.

[0342] "Destination information" is information relating to the destination to which the user wishes to travel.

[0343] "Input means" refers to a device or application that is an apparatus or interface that allows a user to provide current location information or destination information to the system.

[0344] "Emotional state" refers to the user's psychological state analyzed by the emotion engine, such as relaxed or tense.

[0345] An "emotion engine" is software or hardware for analyzing a user's emotional state and providing the results.

[0346] An "AI algorithm" is an artificial intelligence method that calculates optimal routes and matching based on input data and conditions.

[0347] The "operation route" is the optimal route for moving a user from their current location to their destination.

[0348] "Profile information" refers to information provided by a user, such as past work history, hobbies, interests, etc.

[0349] "Matching" is the process by which the system finds users who may have mutual interests with other users based on their profile information and emotional state.

[0350] "Communicating" refers to activities in which two or more users exchange information or engage in dialogue.

[0351] "Place information" is information about places users can visit to communicate, such as community centers or online forums.

[0352] This invention is a system for providing an environment where elderly people can live comfortably and actively participate in society. This system is particularly characterized by providing transportation and communication opportunities, and by combining it with an emotion engine, it can provide services that correspond to the user's emotions and stress level. Below, we will explain the roles of each entity - the server, terminal, and user - and the specific processing that goes into them.

[0353] Providing transportation options accessible to the elderly

[0354] The system's program uses devices such as smartphones and tablets, a server, and emotion engine software. The user first uses a smartphone app to request transportation from their home to a destination. The request includes their current location (obtained via GPS) and destination information.

[0355] The device collects the current location and destination information entered by the user, and then analyzes the user's emotional state using an emotion engine (e.g., emotion recognition software from Affectiva). This information is then sent from the device to the server.

[0356] Based on the received information, the server searches a database for nearby AI taxis. In doing so, the server also takes into account the analysis results of the emotion engine to propose optimal ride-sharing. The server compares the request information with that of other users who wish to travel at the same time, and extracts users with nearby destinations.

[0357] The server then uses an AI algorithm (such as the Google® AI routing algorithm) to calculate the most efficient and comfortable route for multiple users. The calculated route is sent to the terminal, and the user is notified of the scheduled service information.

[0358] The user checks the app, arrives at the designated time and place, and boards the AI ​​taxi, which, together with other passengers, reaches its destination based on the calculated optimal route.

[0359] Specific examples

[0360] For example, Person A enters a travel request to go to the hospital in the app. The device collects information from Person A's home to the hospital and the analysis results of an emotion engine (such as Affectiva), and sends them to the server. The server searches for nearby AI taxis and confirms that Person B (another user with the same destination) is also relaxed. The server then calculates the optimal route and notifies Person A and Person B. The two arrive at the specified time and place and head to the hospital together in an AI taxi.

[0361] Providing a place where seniors can communicate with each other or with young people

[0362] The system's program utilizes a device, a server, and emotion engine software. Users use the app to input their profile information (e.g., past work history and hobbies). The device collects this information and emotion information analyzed by the emotion engine and sends it to the server.

[0363] The server registers the received profile information and emotional information in a database and compares it with the information of other users. It matches users with similar hobbies, interests, and emotional states, and searches for users who may be interested in each other.

[0364] The system selects the best match candidates based on the results of the AI ​​algorithm and emotion engine, and generates matching results. The matching results are then sent to the device, and the user is provided with information on locations where communication is possible. The user can then begin interacting with other users based on the information provided.

[0365] Specific examples

[0366] For example, Person C enters his / her profile information and lists gardening as a hobby. The device collects Person C's information and emotional state (e.g., judged to be calm) and sends it to the server. At the same time, the server searches for Person D, who lives nearby and has the same hobby and is calm, and matches them. The server then provides Person C and Person D with information about places where they can interact (e.g., a local community center). Person C and Person D use this opportunity to deepen their exchange about gardening.

[0367] Example prompt

[0368] Movement request prompt:

[0369] "Person A (an elderly person) is requesting an AI taxi to go from his / her home to the hospital. The current location is Person A's home, and the destination is the hospital. According to the emotion engine, Person A is relaxed. Person B, who has also requested the same destination, is also relaxed, so please calculate the optimal route."

[0370] Communication prompt:

[0371] "Mr. C (an elderly person) has filled out his profile on the app and listed gardening as his hobby. According to the emotion engine, Mr. C is calm. Mr. D, a neighbor who shares the same hobby as Mr. C, is also calm, so please suggest a place where these two can interact."

[0372] The above is a specific embodiment for carrying out this invention. It is expected that this system will improve the quality of life of the elderly and promote their participation in society. Furthermore, by providing services using the emotion engine, a more comfortable and satisfying experience will be realized.

[0373] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0374] Providing transportation options accessible to the elderly

[0375] Step 1:

[0376] User: The user launches the app on their smartphone, presses the "Request a trip" button, and enters their current location (GPS information) and destination. For example, they enter their home address and the address of a hospital into the app. The entered data is sent to the device.

[0377] Input: Current location and destination information entered by the user

[0378] Output: Current location and destination information sent to the device

[0379] Step 2:

[0380] Terminal: Receives the current location and destination information entered by the user and analyzes the user's emotional state using an emotion engine (such as Affectiva). For example, it analyzes the user's facial expressions and voice to determine whether they are relaxed or nervous. The emotional state is analyzed and the data is sent to the server.

[0381] Input: Received current location information, destination information, user's emotional state

[0382] Output: Current location information, destination information, emotion information to be sent to the server

[0383] Step 3:

[0384] Server: Searches for nearby AI taxis from the database based on the received current location, destination, and emotion information. Extracts the "nearest available taxi from the current location" using SQL queries, etc. It also compares the request information of other users.

[0385] Input: Received current location information, destination information, emotion information

[0386] Output: Search results for nearby AI taxis, and requests from other users

[0387] Step 4:

[0388] Server: Compares the request information of other users and extracts users with nearby destinations. For example, if multiple users are requesting a nearby hospital at the same time, their requests will be processed together.

[0389] Input: Request information of other users

[0390] Output: A list of users with nearby destinations

[0391] Step 5:

[0392] Server: Using the results of an AI algorithm (such as Google AI's routing algorithm) and an emotion engine, the server calculates the most efficient and comfortable route for multiple users. The server also takes into account the user's emotional state when calculating the route, and selects the route that minimizes stress. The calculation results are generated.

[0393] Input: List of users with nearby destinations, emotional information

[0394] Output: Calculated optimal driving route

[0395] Step 6:

[0396] Server: Sends the calculated route to the device and notifies the user of scheduled trip information, such as the start time, pick-up location, and estimated time of arrival at the destination.

[0397] Input: Calculated driving route

[0398] Output: Schedule information sent to the device

[0399] Step 7:

[0400] User: Check the scheduled service information, arrive at the specified time and location, and board the AI ​​taxi. Use the smartphone's GPS navigation to head to the pickup location.

[0401] Input: Flight schedule information

[0402] Output: Arrive at the pickup location and board the AI ​​taxi

[0403] Step 8:

[0404] User: Travels with other passengers to their destination based on the optimal route. Stress levels are monitored in real time during the journey and the route is adjusted as needed.

[0405] Input: Route information

[0406] Output: Arrived at destination

[0407] Providing a place where seniors can communicate with each other or with young people

[0408] Step 1:

[0409] User: Uses the app to enter their profile information (e.g., past work history and hobbies). The entered information is sent to the device.

[0410] Input: Profile information entered by the user

[0411] Output: Profile information sent to the device

[0412] Step 2:

[0413] Device: Analyzes the user's emotional state using the entered profile information and emotion engine. The user's profile information and emotional state data are sent to the server.

[0414] Input: Received profile information, user emotional state

[0415] Output: Profile information and emotion information sent to the server

[0416] Step 3:

[0417] Server: The received profile information and emotional information are registered in a database and compared with the information of other users. SQL queries are used to search for users with matching hobbies, interests, and emotional states.

[0418] Input: Received profile information, emotional information

[0419] Output: Information registered in the database, list of matching users

[0420] Step 4:

[0421] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine. Calculates the selected match candidates and their fitness.

[0422] Input: list of matching users, sentiment information

[0423] Output: A list of the best matching candidates

[0424] Step 5:

[0425] Server: Generates matching results, sends them to the device, notifies the user, and provides appropriate communication channels (e.g., local community centers or online forums).

[0426] Input: A list of best matching candidates

[0427] Output: Matching results and communication venue information sent to the device

[0428] Step 6:

[0429] Users: Start interacting with other users based on the information they provide, either by visiting designated community centers or participating in online forums.

[0430] Input: Matching results, information on communication venues

[0431] Output: AC start

[0432] (Application example 2)

[0433] Next, a description will be given of Application Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart device 14 will be referred to as a "terminal."

[0434] The problem to be solved by this invention is to provide transportation and communication opportunities that are accessible to the elderly, while at the same time providing optimal services that take into account the emotional state of the user. In particular, the aim is to realize a comfortable mobility and communication experience that makes it easier for the elderly to participate in society. Conventional systems provide services without taking into account the emotional state, or only perform simple matching, making it difficult to improve user satisfaction.

[0435] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[0436] In this invention, the server includes a means for inputting information on the user's current location and destination, a means for suggesting ride-sharing when multiple users' destinations are close, a means for analyzing the user's emotional state, and a means for providing optimal services based on the emotional state, thereby enabling the provision of efficient travel routes and the optimization of communication spaces that take the user's emotions into consideration.

[0437] "User's current location information" refers to the location information of the user's current location, which is obtained using GPS, Wi-Fi, cell tower information, etc.

[0438] "Destination Information" refers to location information of a destination to which a user wishes to travel, including locations manually entered by the user or preset locations.

[0439] "Ride-sharing" refers to multiple users using the same means of transportation (such as a taxi or bus) to travel to the same or nearby destinations.

[0440] "Route" refers to the route that a vehicle will take to get the user to their destination. The optimal route is calculated.

[0441] "Notification" means the act of informing a User of a system-calculated route or other information, including in-app messages and push notifications.

[0442] "Emotional state" refers to a user's current state of mind or mood, and is collected and analyzed through methods such as facial recognition and self-reporting.

[0443] "Emotion engine" refers to software or algorithms that analyze a user's emotional state, thereby measuring the user's mood and stress level.

[0444] "Profile information" refers to a user's basic information, interests, past activity history, etc. This information is used to match users with other users.

[0445] "Matching" refers to the act of the system searching for and introducing other users with mutual interests based on a user's profile information and emotional state.

[0446] "Places of communication" refers to places and services where users can interact with each other and exchange ideas and information. This includes online forums and physical community centers.

[0447] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication opportunities. In addition, by combining it with an emotion engine, it is possible to provide services that correspond to the user's emotions and stress level. Specific embodiments for implementing this invention are described below.

[0448] Providing transportation

[0449] The server calculates the optimal route based on the user's current location and destination information and provides a means to notify the user. When a user requests transportation, the device obtains the user's current location and destination information, analyzes the user's emotional state using an emotion engine, and sends the data to the server. The server searches the system database for nearby AI taxis and suggests sharing the ride with other users while referring to the emotion engine's results. The server uses an AI algorithm to calculate the most efficient and comfortable route for multiple users to share, and sends the route to the device and notifies the user. For example, when Person A requests transportation to go to the hospital, the server takes Person A's relaxed emotional state into consideration and suggests sharing the ride with Person B. As a result, Person A and Person B ride in the same AI taxi and arrive at their destination comfortably.

[0450] Providing a place for communication

[0451] The server matches users with other users based on their profile information and has a means of providing information on places where they can interact. When a user enters their profile information into the app, their device sends that information and emotional information analyzed by an emotion engine to the server. The server registers the received information in a database and compares it with information on other users. It searches for users who may have mutual interests based on hobbies, interests, and emotional state, and performs optimal matching using an AI algorithm and emotion engine. As a result, matched users are provided with information on places where they can communicate. For example, if person C is interested in gardening, the server will match them with person D, who is in a calm emotional state, and the two can interact about gardening at a local community center.

[0452] Hardware and software used

[0453] The system is implemented using software and hardware such as a smartphone, server, emotion engine, AI taxi, facial recognition library (e.g., OpenCV), database access module, and Python. For example, the smartphone camera is used to capture the user's emotional state, which is then analyzed using the facial recognition library. The server then analyzes the received data using the emotion engine and calculates the optimal route and matching. The calculated data is then sent back to the device and provided to the user.

[0454] Prompt Sentence Examples

[0455] "Use the following sentiment analysis data to generate the best content to serve your users:

[0456] Emotion data: 'Emotion: Relaxed, Intensity: 70'

[0457] In this way, it will be possible to provide users with optimized means of transportation and communication opportunities to ensure a comfortable experience.

[0458] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0459] Step 1:

[0460] A user uses a smartphone app to request transportation from their home to a destination.

[0461] Input: Enter your current location (GPS) and destination information into the app.

[0462] Output: Get the information your application needs from the user.

[0463] What it does: The user uses GPS to automatically enter their current home location and manually enters the hospital address as their destination.

[0464] Step 2:

[0465] The device acquires the user's current location and destination information, and analyzes the user's emotional state using an emotion engine.

[0466] Input: Captured current location, destination, and facial recognition camera data.

[0467] Output: The user's emotional state as analyzed by the emotion engine.

[0468] Specific operation: A face is photographed with a smartphone camera, and the emotional state (relaxed, stressed, etc.) is analyzed using shape recognition technology (OpenCV, etc.), and the analysis results are compiled into a single dataset.

[0469] Step 3:

[0470] The terminal transmits the acquired information to the server.

[0471] Input: Current location information, destination information, and emotional state data.

[0472] Output: The consolidated data sent to the server.

[0473] What it does: Your smartphone uploads data to the server (using Wi-Fi or 4G / 5G), which receives it and uses it for further processing.

[0474] Step 4:

[0475] Based on the data received by the server, nearby transportation options are searched for.

[0476] Input: Current location information, destination information, and emotional state data.

[0477] Output: Nearby AI taxi information retrieved from the database.

[0478] Specific operation: The server accesses the database and searches for the AI ​​taxi closest to the user.

[0479] Step 5:

[0480] The server compares the request information of other users and extracts other users whose destinations are close by.

[0481] Input: Received user location information, destination information, and emotional state data.

[0482] Output: A list of other users who are close to your destination.

[0483] What happens: The server searches the database for other requests and matches them with users who are available at the same time.

[0484] Step 6:

[0485] The server uses the results of the AI ​​algorithm and emotion engine to calculate the optimal route.

[0486] Input: Current location information, destination information, emotional state data, and other user information.

[0487] Output: Optimized driving route.

[0488] How it works: The server's AI simulates multiple routes and selects the optimal route based on traffic conditions and emotional state.

[0489] Step 7:

[0490] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[0491] Input: Optimized driving route.

[0492] Output: Route information sent to the user's smartphone.

[0493] Specific operation: The server sends a notification to the smartphone, allowing the user to check the operation status through the app.

[0494] Step 8:

[0495] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[0496] Enter: smartphone app notifications.

[0497] Output: The passenger arrives at the specified location and boards the AI ​​taxi.

[0498] Specific operation: The user checks the information notified in the app and arrives at the specified pickup location and time.

[0499] Step 9:

[0500] Travel to your destination with other passengers based on the optimal route.

[0501] Input: Optimized route and other user information.

[0502] Output: The user arrives at the destination.

[0503] Specific operation: The AI ​​taxi begins traveling based on the optimal route obtained from the server, and all passengers arrive at their destinations efficiently.

[0504] The specific processing unit 290 transmits the result of the specific processing to the smart device 14. In the smart device 14, the control unit 46A causes the output device 40 to output the result of the specific processing. The microphone 38B acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[0505] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (registered trademark) (Internet search engine).<URL: https: / / openai.com / blog / chatgpt> ), Gemini (registered trademark) (Internet search <url: https: gemini.google.com ?hl="ja">) and other generation AIs. The data generation model 58 is obtained by performing deep learning on a neural network. A prompt including an instruction is input to the data generation model 58, and inference data such as voice data indicating voice, text data indicating text, and image data indicating an image is also input. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt, and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization.

[0506] In the above embodiment, an example in which the specific process is performed by the data processing device 12 has been given, but the technology of the present disclosure is not limited to this, and the specific process may be performed by the smart device 14.

[0507] [Second embodiment]

[0508] FIG. 3 shows an example of the configuration of a data processing system 210 according to the second embodiment.

[0509] 3, the data processing system 210 includes the data processing device 12 and smart glasses 214. An example of the data processing device 12 is a server.

[0510] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 is an example of a "computer" according to the technology of the present disclosure. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, the RAM 30, and the storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[0511] The smart glasses 214 include a computer 36, a microphone 238, a speaker 240, a camera 42, and a communication I / F 44. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, and the camera 42 are also connected to the bus 52.

[0512] The microphone 238 receives instructions and the like from the user 20 by receiving voice uttered by the user 20. The microphone 238 captures the voice uttered by the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio in accordance with instructions from the processor 46.

[0513] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the surroundings of user 20 (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[0514] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[0515] Fig. 4 shows an example of the main functions of the data processing device 12 and the smart glasses 214. As shown in Fig. 4, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[0516] The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0517] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290.

[0518] In the smart glasses 214, the reception output process is performed by the processor 46. A reception output program 60 is stored in the storage 50. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output process is realized by the processor 46 operating as the control unit 46A in accordance with the reception output program 60 executed on the RAM 48.

[0519] Next, a description will be given of the identification process performed by the identification processing unit 290 of the data processing device 12. In the following description, the data processing device 12 will be referred to as the "server" and the smart glasses 214 will be referred to as the "terminal."

[0520] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is configured as follows.

[0521] 1. Providing transportation options accessible to the elderly

[0522] overview

[0523] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user.

[0524] Program processing

[0525] User: Requests transportation from home to a destination using a smartphone app, entering current location information (GPS) and destination information.

[0526] Device: Sends the current location and destination information entered by the user to the server.

[0527] Server: Based on the received information, the server searches the database for nearby AI taxis and, if multiple users request it, suggests sharing a ride. The AI ​​algorithm calculates the optimal route.

[0528] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[0529] User: Board an AI taxi at the specified time and place and travel to the destination with other passengers.

[0530] Specific examples

[0531] For example, when Person A requests transportation to go to the hospital, he or she inputs his or her current location (home) and specifies the destination (hospital). The server searches for nearby AI taxis, and if Person B is also going to the same hospital, the server suggests that Person A and Person B share a ride. The AI ​​algorithm then calculates the optimal route and notifies Person A and Person B. Person A and Person B then get in the same AI taxi and head to their destination.

[0532] 2. Providing a place where seniors can communicate with each other or with young people

[0533] overview

[0534] This system provides a place for communication to promote social participation among the elderly. The server matches the elderly with other users based on their profile information and provides information on places where they can interact.

[0535] Program processing

[0536] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[0537] Device: Sends the entered profile information to the server.

[0538] Server: The received profile information is registered in a database and compared with other users. An AI algorithm is used to select the best match candidates.

[0539] Server: Generates matching results and sends them to the device. Provides users with information on locations where communication is possible.

[0540] Users: Initiate interactions with other users based on the information provided.

[0541] Specific examples

[0542] For example, Person C enters his / her profile information and lists gardening as a hobby. Based on this information, the server matches Person D, who lives nearby and shares the same hobby. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their exchange about gardening.

[0543] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

[0544] The processing flow will be explained below.

[0545] 1. Providing transportation options accessible to the elderly

[0546] Program processing

[0547] Step 1:

[0548] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[0549] Step 2:

[0550] The terminal acquires the user's input information and transmits the current location information and destination information to the server.

[0551] Step 3:

[0552] Based on the current location and destination information received by the server, the server searches the database for nearby AI taxis.

[0553] Step 4:

[0554] The server compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[0555] Step 5:

[0556] The server uses an AI algorithm to calculate the most efficient route for multiple users to share.

[0557] Step 6:

[0558] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[0559] Step 7:

[0560] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[0561] Step 8:

[0562] The user travels to a destination together with other passengers based on an optimal travel route.

[0563] 2. Providing a place where seniors can communicate with each other or with young people

[0564] Program processing

[0565] Step 1:

[0566] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[0567] Step 2:

[0568] The device acquires the entered profile information and transmits it to the server.

[0569] Step 3:

[0570] The server registers the received profile information in a database.

[0571] Step 4:

[0572] The server matches the information of other users in its database to find users who may have mutual interests based on hobbies and interests.

[0573] Step 5:

[0574] The server uses an AI algorithm to select the best match candidates.

[0575] Step 6:

[0576] The server generates a matching result, sends it to the terminal, and notifies the user.

[0577] Step 7:

[0578] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[0579] Step 8:

[0580] Users can message other users through the app or attend in-person gatherings at provided locations.

[0581] Example 1

[0582] Next, a description will be given of Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0583] Currently, there are limited means for elderly people to effectively participate in society, and the lack of opportunities for travel from home to destinations and communication is an issue. In addition, due to the limited options for transportation, there is a need for a system that makes it easier for elderly people to go out freely. In particular, there is a lack of services that allow elderly people to share rides with other users in the neighborhood or provide opportunities for communication to participate in society.

[0584] The specific processing by the specific processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means.

[0585] In this invention, the server includes means for inputting information on the user's current location and destination, means for sending a request from a terminal to the server, means for searching for nearby self-driving vehicles based on the received information and for suggesting ride-sharing if multiple users have made requests, means for calculating the optimal route using an AI algorithm, means for sending the calculated route to the terminal and notifying the user of scheduled service information, and means for guiding the user to a specified time and place and traveling to the destination together with other passengers. This makes it possible to improve the convenience of mobility for the elderly and increase opportunities for them to participate in society.

[0586] "Users" refers to elderly people and general users of the system.

[0587] "Current location" refers to the actual location information at the time the user is using the system.

[0588] "Destination" refers to information about the end point to which the user wishes to travel.

[0589] "Terminal" refers to the electronic device (e.g., smartphone or tablet) used by a user to access the system.

[0590] "Server" refers to a computer device that performs central management of a system.

[0591] A "request" refers to the request information that a user inputs their current location and destination and sends to the server.

[0592] "Autonomous vehicles" refer to taxis, shuttles, and other transportation vehicles that are equipped with artificial intelligence and operate under their own control.

[0593] "Ride-sharing" refers to multiple users sharing the same self-driving vehicle to reach a destination.

[0594] "AI algorithm" refers to a calculation method that uses artificial intelligence technology to process data, optimize routes, and perform matching checks.

[0595] "Profile Information" refers to personal information (e.g., hobbies, work history, name) that a user enters into the system.

[0596] "Matching" refers to the process of selecting the most suitable candidate to interact with based on the compatibility between users.

[0597] "Place of Communication" means a physical or online location provided for users to interact and converse with one another.

[0598] "Encryption" refers to the technology of transforming information into a form that cannot be understood by third parties in order to ensure data security.

[0599] MODE FOR CARRYING OUT THE INVENTION

[0600] This invention is a system that provides a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is implemented based on a specific hardware and software configuration.

[0601] 1. Provision of transportation

[0602] overview

[0603] This system provides transportation that allows elderly people to move around efficiently. The server receives user requests, searches for nearby self-driving vehicles, and calculates and notifies the user of the optimal route.

[0604] Hardware and Software Used

[0605] Hardware: Smartphone (used by users), Server (for central management)

[0606] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (route calculation and matching)

[0607] Specific examples

[0608] A user uses a smartphone app to request transportation from home to the hospital. The specific prompt is, "Send a request for transportation from home to the hospital. Your current location will be automatically obtained, but please enter your destination." The device obtains the user's current location using GPS and automatically sends it to the server. The server retrieves information about nearby autonomous vehicles from a database and suggests carpooling if multiple users request it. It then uses an AI algorithm to calculate the optimal route. This calculated route information is sent to the device, and the user is notified of the scheduled transportation information. The user boards the autonomous vehicle at the specified time and place and travels to their destination with other passengers.

[0609] 2. Providing a place for communication

[0610] overview

[0611] This system provides a place for elderly people to communicate and promote their participation in society. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[0612] Hardware and Software Used

[0613] Hardware: Smartphone (used by users), Server (for central management)

[0614] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (matching)

[0615] Specific examples

[0616] A user uses a smartphone app to enter personal profile information (e.g., name, age, hobbies, past work history, etc.). The device encrypts this information and sends it to the server. An example prompt might be, "Please tell us that your hobby is gardening. We will match you with other users." The server then checks the database and compares it with other users' profile information. An AI algorithm selects the user whose hobbies and work history best match the user. The device is notified of the match results, which also includes information about where the interaction can take place (e.g., a local community center, online forum, etc.). The user can then start interacting with other users based on the information provided. For example, a user can make a reservation to attend a gardening event within the app and meet at the community center on the day.

[0617] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

[0618] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0619] (Transportation Provision) Processing Steps

[0620] Step 1:

[0621] User: Opens the app on their smartphone and enters their current location and destination information via text boxes or voice input, and their current location information is automatically obtained using GPS.

[0622] Input: Current location and destination information.

[0623] Output: The request data.

[0624] Step 2:

[0625] On the device: The current location and destination information entered by the user is sent to the server, where data is encrypted before being sent.

[0626] Input: Request data.

[0627] Output: The encrypted request data.

[0628] Step 3:

[0629] Server: Decodes the received request data and accesses a database to search for information on nearby autonomous vehicles. If multiple users make requests, an AI algorithm is used to suggest ride-sharing.

[0630] Input: The encrypted request data.

[0631] Output: A list of candidate autonomous vehicles.

[0632] Step 4:

[0633] Server: Calculates the optimal route using an AI algorithm. If multiple users request a ride-sharing, the server optimizes the route taking this into account.

[0634] Input: candidate list of autonomous vehicles, current location information, and destination information.

[0635] Output: Optimal route data.

[0636] Step 5:

[0637] Server: Sends calculated route data to the device and notifies the user of scheduled trip information, including the route, scheduled time, pick-up point, and taxi license plate number.

[0638] Input: Optimal route data.

[0639] Output: Schedule information.

[0640] Step 6:

[0641] User: Boards a self-driving vehicle at the designated pickup point and time. The app also provides guidance on maintaining appropriate social distancing with other passengers.

[0642] Input: Schedule information.

[0643] Output: Start of movement.

[0644] (Providing a place for communication) processing steps

[0645] Step 1:

[0646] User: Opens the smartphone app and enters profile information (e.g., name, age, hobbies, past work experience, etc.). Users are also required to enter keywords related to specific hobbies and interests.

[0647] Input: User profile information.

[0648] Output: Profile data.

[0649] Step 2:

[0650] On your device: The profile data you enter is encrypted and sent to the server. The data is sent in real time, so it is delivered to the server immediately after you enter it.

[0651] Input: Profile data.

[0652] Output: Encrypted profile data.

[0653] Step 3:

[0654] Server: Decodes the received profile data and registers it in a database. It compares it with the profile information of other users and uses an AI algorithm to select the best match candidates.

[0655] Input: Encrypted profile data.

[0656] Output: A list of possible matches.

[0657] Step 4:

[0658] Server: Generates matching results based on the collated information. Then, it sends the results to the device and notifies the user. The notification also includes information about where the interaction can take place (e.g., local community centers, online forums, etc.).

[0659] Input: A list of possible matches.

[0660] Output: Matching result data, interaction location information.

[0661] Step 5:

[0662] User: Based on the information provided, users can start interacting with other users. For example, users can make a reservation within the app to attend an event at a local community center and meet face-to-face at the center on the day.

[0663] Input: Matching result data, interaction location information.

[0664] Output: AC start.

[0665] (Application example 1)

[0666] Next, a description will be given of Application Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0667] In order to promote social participation and improve the quality of life for the elderly, it is important to provide safe and efficient transportation and opportunities for communication. However, the current system does not adequately optimize transportation, limiting the ways in which elderly people can efficiently reach their destinations. In addition, opportunities for communication between elderly people and between elderly people and younger people are limited, hindering social participation. This issue needs to be resolved.

[0668] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 1 is realized by the following means.

[0669] In this invention, the server includes a means for calculating an optimal route using an AI algorithm, a means for calculating an optimal route using the Dijkstra algorithm or the A algorithm, and a means for analyzing input information using a generative AI model and making appropriate suggestions to the user. This enables elderly people to use safe and efficient transportation, promotes communication with other users, and enables them to participate in society.

[0670] "User" refers to people who use the system to receive transportation and communication services.

[0671] "Current location" refers to location information that can be determined by a user using a smartphone or other device.

[0672] "Destination" refers to the location to which a user wishes to travel using the system.

[0673] "Ride-sharing" refers to a means of multiple users traveling together to the same or nearby destinations.

[0674] "Route of travel" refers to the optimal route a user takes to reach their destination.

[0675] "AI algorithm" refers to an algorithm that uses artificial intelligence to analyze data and make decisions.

[0676] The "Dijkstra algorithm" refers to an algorithm for calculating the shortest path based on graph theory.

[0677] "A algorithm" refers to an algorithm that calculates the shortest path using heuristics to improve execution efficiency.

[0678] "Profile information" refers to data that compiles personal information such as a user's attributes, hobbies, and interests.

[0679] "Matching" refers to the process by which the system identifies and connects users with other users who share common interests and goals based on their profile information.

[0680] A "generative AI model" refers to a model that uses artificial intelligence to analyze input information and make appropriate suggestions to users.

[0681] "Communication space" refers to a place or online platform where users can interact with each other and exchange information.

[0682] This invention is a system that provides a means of transportation that allows elderly people to travel efficiently and safely from their homes to their destinations, and promotes communication between elderly people and between elderly people and younger people. This system consists of three main components: a server, a terminal (a smartphone or other device), and a user.

[0683] 1. Providing transportation options accessible to the elderly

[0684] overview

[0685] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives the user's request, calculates the optimal route, and notifies the user.

[0686] Server processing

[0687] The server first receives the user's current location and destination information, which is sent from the device. Based on the received information, the server consolidates requests from multiple users and suggests carpooling if multiple destinations are close to each other. Next, the server uses an AI algorithm (such as the Dijkstra algorithm or the A algorithm) to calculate the optimal route. The calculation result is sent to the device and notified to the user.

[0688] Hardware and software used

[0689] Smartphone: Use the Android or iOS app to enter your current location and destination information.

[0690] Server: Uses a web server (e.g., Nginx) or application server (e.g., Flask, Django) to process information and calculate routes.

[0691] AI algorithm: Optimal driving route calculation using Dijkstra algorithm and A algorithm.

[0692] Specific examples

[0693] For example, if a user wants to go to the hospital, they open the smartphone app and input their current location (home) and destination (hospital). The server considers the information of other users who have received requests at the same time and suggests a ride-sharing option. The server then uses an AI algorithm to calculate the optimal route and notify both users.

[0694] 2. Providing a place where seniors can communicate with each other or between seniors and young people

[0695] overview

[0696] It provides a place for communication to promote social participation among the elderly. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[0697] Server processing

[0698] The user enters profile information (e.g., past work history and hobbies) and sends it from the device to the server. The server registers the received profile information in a database and compares it with other users. The generative AI model selects the most suitable match candidate and sends the result to the device to notify the user.

[0699] Hardware and software used

[0700] Smartphone: Enter your profile information and send it to the server.

[0701] Server: Registers profile information in a database and performs matching processes.

[0702] Generative AI model: Analyzes input information and selects appropriate users.

[0703] Specific examples

[0704] For example, if a user indicates in their profile information that they are interested in gardening, the server can match them with other users who share the same interest and provide information about local community centers and online forums, making it easy for people with common interests to connect.

[0705] Prompt Sentence Examples

[0706] "The user inputs their current location and destination into a smartphone app and sends a request. The server uses an AI algorithm to calculate the optimal route based on the received request data. The server then notifies the user of the calculated route, and the user boards the self-driving vehicle at the specified location and time."

[0707] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0708] Step 1:

[0709] The user starts the smartphone app and requests transportation from home to a destination. The user turns on the GPS and provides the app with their current location information. They also input their destination (such as a hospital or shopping destination).

[0710] Input: Current location (GPS) and destination information

[0711] Output: User travel request data

[0712] Step 2:

[0713] The terminal (smartphone) sends the current location and destination information entered by the user to the server.

[0714] Input: User travel request data

[0715] Output: Request sent to server

[0716] Step 3:

[0717] The server searches the database for nearby self-driving vehicles based on the received user's current location and destination information. If there are multiple requests from users, the server suggests sharing a ride.

[0718] Input: Request data to the server

[0719] Output: Nearby autonomous vehicles and ride-sharing information

[0720] Step 4:

[0721] The server uses AI algorithms (Dijkstra algorithm and A algorithm) to calculate the optimal driving route.

[0722] Input: Nearby autonomous vehicles and rideshare information

[0723] Output: Optimal driving route

[0724] Step 5:

[0725] The server transmits the calculated optimum route information to the user's terminal and notifies the user of the operation schedule information.

[0726] Input: Optimal driving route

[0727] Output: Schedule information to user terminal

[0728] Step 6:

[0729] The user boards an autonomous vehicle at a designated time and place and travels to their destination with other passengers.

[0730] Input: Schedule information from the server

[0731] Output: Boarding an autonomous vehicle and transportation to your destination

[0732] Step 7:

[0733] The user uses the app to enter profile information (e.g., past work history and hobbies) and sends it from the device to the server.

[0734] Input: Profile information

[0735] Output: Send profile information to the server

[0736] Step 8:

[0737] The server registers the received profile information in a database and compares it with other users. The generative AI model selects the best match candidates and sends the results to the user's device to notify them.

[0738] Input: Profile information

[0739] Output: Match candidates and notifications

[0740] Step 9:

[0741] Based on the notification information from the server, the user starts interacting with other users in a communication space.

[0742] Input: Match candidates and notifications

[0743] Output: Start communication with other users

[0744] Furthermore, an emotion engine that estimates the user's emotion may be further combined. That is, the identification processing unit 290 may estimate the user's emotion using the emotion identification model 59, and perform identification processing using the user's emotion.

[0745] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication spaces. Furthermore, by combining it with an emotion engine, it is possible to provide services tailored to the user's emotions and stress level. This system operates in cooperation with four entities: a server, a terminal, a user, and an emotion engine, and is configured as follows:

[0746] 1. Providing transportation options accessible to the elderly

[0747] overview

[0748] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user. The emotion engine also analyzes the user's emotions and stress levels, and provides optimal services based on these.

[0749] Program processing

[0750] User: Requests transportation from home to a destination using a smartphone app. Enters current location information (GPS) and destination information.

[0751] Terminal: Obtains user input information and analyzes the user's emotional state using the emotion engine. Sends current location information, destination information, and emotional information to the server.

[0752] Server: Searches for nearby AI taxis from a database based on the received current location information, destination information, and emotion information.

[0753] Server: Compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[0754] Server: Using the results of the AI ​​algorithm and emotion engine, calculates the most efficient and comfortable route for multiple passengers to share.

[0755] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[0756] User: Check the app and arrive at the specified time and location to board the AI ​​taxi.

[0757] User: Travel with other passengers to their destination based on the best route.

[0758] Specific examples

[0759] For example, when Person A requests transportation to go to the hospital, he or she inputs their current location (home) and specifies the destination (hospital). The device analyzes Person A's emotional state and determines that they are relatively relaxed. The server searches for nearby AI taxis and, referring to the results of the emotion engine, suggests sharing the ride with Person B. Because both Person A and Person B are relaxed, the route is optimized to ensure a stress-free ride. The calculated route is then notified, and Person A and Person B get into the same AI taxi and head to their destination.

[0760] 2. Providing a place where seniors can communicate with each other or with young people

[0761] overview

[0762] This system provides a place for communication among seniors to promote their social participation. The server matches seniors with other users based on their profile information and provides information on places where they can interact. It also uses an emotion engine to analyze the user's emotional state and make appropriate matches.

[0763] Program processing

[0764] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[0765] Terminal: The entered profile information and the emotional information analyzed by the emotion engine are sent to the server.

[0766] Server: Registers the received profile information and emotion information in a database.

[0767] Server: Matches information about other users in a database to find users with whom you may have mutual interests based on hobbies, interests, and emotional state.

[0768] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine.

[0769] Server: Generates matching results, sends them to the device, and notifies the user. Provides users with information about locations where communication is possible.

[0770] Users: Initiate interactions with other users based on the information provided.

[0771] Specific examples

[0772] For example, Person C enters his / her profile information and lists gardening as a hobby. The device analyzes Person C's emotional state and determines that he / she is calm. Based on this information, the server matches Person D, who lives nearby and has the same hobby and is in a calm emotional state. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their conversation about gardening while relaxing together.

[0773] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[0774] The processing flow will be explained below.

[0775] 1. Providing transportation options accessible to the elderly

[0776] Program processing

[0777] Step 1:

[0778] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[0779] Step 2:

[0780] The device receives user input and analyzes the user's emotional state using an emotion engine, which identifies the user's emotions through facial expression recognition and voice analysis.

[0781] Step 3:

[0782] The terminal transmits current location information, destination information, and emotional state data to the server.

[0783] Step 4:

[0784] The server searches for nearby AI taxis from a database based on the current location and destination information received, and also takes into account the user's emotional state.

[0785] Step 5:

[0786] The server compares the request information of other users who wish to use the service at the same time and extracts users whose destinations are close by.

[0787] Step 6:

[0788] The server uses the results of AI algorithms and emotion engines to calculate the optimal route, proposing the most efficient and comfortable ride-sharing. For users who need to relax, priority is given to sharing rides with other relaxed users.

[0789] Step 7:

[0790] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[0791] Step 8:

[0792] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[0793] Step 9:

[0794] The user travels to their destination along with other passengers based on the optimal route, and a comfortable environment is maintained during the journey according to the user's emotional state.

[0795] 2. Providing a place where seniors can communicate with each other or with young people

[0796] Program processing

[0797] Step 1:

[0798] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[0799] Step 2:

[0800] The device retrieves the entered profile information and analyzes the user's emotional state with an emotion engine, which identifies emotions through facial expression recognition and voice analysis.

[0801] Step 3:

[0802] The terminal transmits profile information and emotional state data to the server.

[0803] Step 4:

[0804] The server registers the received profile information and emotional state information in a database.

[0805] Step 5:

[0806] The server matches the information of other users in its database to find users with whom you may have mutual interests based on your hobbies, interests and emotional state.

[0807] Step 6:

[0808] The server uses the results of the AI ​​algorithm and emotion engine to select the best match candidates, taking into account the user's emotional state and prioritizing users who are compatible.

[0809] Step 7:

[0810] The server generates a matching result, sends it to the terminal, and notifies the user.

[0811] Step 8:

[0812] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[0813] Step 9:

[0814] Users message with other users through the app or participate in in-person gatherings at provided locations, and their emotional state is used to encourage comfortable interactions.

[0815] Specifically, if person C enters gardening as a hobby in their profile and the emotion engine determines that they are relaxed, the server will use this information to match them with person D, a nearby person with the same hobby. Because person D is also in a relaxed state, information about a local community center as a place to interact is provided, allowing person C and person D to deepen their relationship about gardening in a peaceful environment.

[0816] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[0817] Example 2

[0818] Next, a description will be given of Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0819] When elderly people move around, they often feel anxious about their means of transportation and feel isolated. They may also find it difficult to communicate with other people in their daily lives and participate in society. Furthermore, depending on their emotional state, the proposed means of transportation or communication opportunities may not be appropriate. There is a need to provide a system that solves these issues and allows elderly people to move around safely and participate in society.

[0820] The identification process by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. In this invention, the server includes: means for inputting current location information and destination information of a user; means for analyzing an emotional state based on the input information; means for suggesting a ride-sharing when multiple users' destinations are close to each other while taking the emotional state into consideration; means for calculating an optimal travel route using an AI algorithm based on the proposed ride-sharing; means for notifying users based on the calculated travel route; means for inputting profile information of the elderly person; means for analyzing the emotional state based on the input profile information; means for matching with other users while taking the emotional state into consideration; means for providing the matched user with information on places where communication is possible; and means for suggesting a ride-sharing with nearby users based on the acquired information and emotional state. This enables elderly people to travel safely and participate in society while communicating appropriately with others.

[0821] "Users" are seniors and other users of the system.

[0822] "Current location information" refers to data about the user's current location, such as GPS information obtained from the user's smartphone or other device.

[0823] "Destination information" is information relating to the destination to which the user wishes to travel.

[0824] "Input means" refers to a device or application that is an apparatus or interface that allows a user to provide current location information or destination information to the system.

[0825] "Emotional state" refers to the user's psychological state analyzed by the emotion engine, such as relaxed or tense.

[0826] An "emotion engine" is software or hardware for analyzing a user's emotional state and providing the results.

[0827] An "AI algorithm" is an artificial intelligence method that calculates optimal routes and matching based on input data and conditions.

[0828] The "operation route" is the optimal route for moving a user from their current location to their destination.

[0829] "Profile information" refers to information provided by a user, such as past work history, hobbies, interests, etc.

[0830] "Matching" is the process by which the system finds users who may have mutual interests with other users based on their profile information and emotional state.

[0831] "Communicating" refers to activities in which two or more users exchange information or engage in dialogue.

[0832] "Place information" is information about places users can visit to communicate, such as community centers or online forums.

[0833] This invention is a system for providing an environment where elderly people can live comfortably and actively participate in society. This system is particularly characterized by providing transportation and communication opportunities, and by combining it with an emotion engine, it can provide services that correspond to the user's emotions and stress level. Below, we will explain the roles of each entity - the server, terminal, and user - and the specific processing that goes into them.

[0834] Providing transportation options accessible to the elderly

[0835] The system's program uses devices such as smartphones and tablets, a server, and emotion engine software. The user first uses a smartphone app to request transportation from their home to a destination. The request includes their current location (obtained via GPS) and destination information.

[0836] The device collects the current location and destination information entered by the user, and then analyzes the user's emotional state using an emotion engine (e.g., emotion recognition software from Affectiva). This information is then sent from the device to the server.

[0837] Based on the received information, the server searches a database for nearby AI taxis. In doing so, the server also takes into account the analysis results of the emotion engine to propose optimal ride-sharing. The server compares the request information with that of other users who wish to travel at the same time, and extracts users with nearby destinations.

[0838] The server then uses an AI algorithm (such as Google AI's routing algorithm) to calculate the most efficient and comfortable route for multiple passengers. The calculated route is sent to the terminal, and the user is notified of the scheduled service information.

[0839] The user checks the app, arrives at the designated time and place, and boards the AI ​​taxi, which, together with other passengers, reaches its destination based on the calculated optimal route.

[0840] Specific examples

[0841] For example, Person A enters a travel request to go to the hospital in the app. The device collects information from Person A's home to the hospital and the analysis results of an emotion engine (such as Affectiva), and sends them to the server. The server searches for nearby AI taxis and confirms that Person B (another user with the same destination) is also relaxed. The server then calculates the optimal route and notifies Person A and Person B. The two arrive at the specified time and place and head to the hospital together in an AI taxi.

[0842] Providing a place where seniors can communicate with each other or with young people

[0843] The system's program utilizes a device, a server, and emotion engine software. Users use the app to input their profile information (e.g., past work history and hobbies). The device collects this information and emotion information analyzed by the emotion engine and sends it to the server.

[0844] The server registers the received profile information and emotional information in a database and compares it with the information of other users. It matches users with similar hobbies, interests, and emotional states, and searches for users who may be interested in each other.

[0845] The system selects the best match candidates based on the results of the AI ​​algorithm and emotion engine, and generates matching results. The matching results are then sent to the device, and the user is provided with information on locations where communication is possible. The user can then begin interacting with other users based on the information provided.

[0846] Specific examples

[0847] For example, Person C enters his / her profile information and lists gardening as a hobby. The device collects Person C's information and emotional state (e.g., judged to be calm) and sends it to the server. At the same time, the server searches for Person D, who lives nearby and has the same hobby and is calm, and matches them. The server then provides Person C and Person D with information about places where they can interact (e.g., a local community center). Person C and Person D use this opportunity to deepen their exchange about gardening.

[0848] Example prompt

[0849] Movement request prompt:

[0850] "Person A (an elderly person) is requesting an AI taxi to go from his / her home to the hospital. The current location is Person A's home, and the destination is the hospital. According to the emotion engine, Person A is relaxed. Person B, who has also requested the same destination, is also relaxed, so please calculate the optimal route."

[0851] Communication prompt:

[0852] "Mr. C (an elderly person) has filled out his profile on the app and listed gardening as his hobby. According to the emotion engine, Mr. C is calm. Mr. D, a neighbor who shares the same hobby as Mr. C, is also calm, so please suggest a place where these two can interact."

[0853] The above is a specific embodiment for carrying out this invention. It is expected that this system will improve the quality of life of the elderly and promote their participation in society. Furthermore, by providing services using the emotion engine, a more comfortable and satisfying experience will be realized.

[0854] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0855] Providing transportation options accessible to the elderly

[0856] Step 1:

[0857] User: The user launches the app on their smartphone, presses the "Request a trip" button, and enters their current location (GPS information) and destination. For example, they enter their home address and the address of a hospital into the app. The entered data is sent to the device.

[0858] Input: Current location and destination information entered by the user

[0859] Output: Current location and destination information sent to the device

[0860] Step 2:

[0861] Terminal: Receives the current location and destination information entered by the user and analyzes the user's emotional state using an emotion engine (such as Affectiva). For example, it analyzes the user's facial expressions and voice to determine whether they are relaxed or nervous. The emotional state is analyzed and the data is sent to the server.

[0862] Input: Received current location information, destination information, user's emotional state

[0863] Output: Current location information, destination information, emotion information to be sent to the server

[0864] Step 3:

[0865] Server: Searches for nearby AI taxis from the database based on the received current location, destination, and emotion information. Extracts the "nearest available taxi from the current location" using SQL queries, etc. It also compares the request information of other users.

[0866] Input: Received current location information, destination information, emotion information

[0867] Output: Search results for nearby AI taxis, and requests from other users

[0868] Step 4:

[0869] Server: Compares the request information of other users and extracts users with nearby destinations. For example, if multiple users are requesting a nearby hospital at the same time, their requests will be processed together.

[0870] Input: Request information of other users

[0871] Output: A list of users with nearby destinations

[0872] Step 5:

[0873] Server: Using the results of an AI algorithm (such as Google AI's routing algorithm) and an emotion engine, the server calculates the most efficient and comfortable route for multiple users. The server also takes into account the user's emotional state when calculating the route, and selects the route that minimizes stress. The calculation results are generated.

[0874] Input: List of users with nearby destinations, emotional information

[0875] Output: Calculated optimal driving route

[0876] Step 6:

[0877] Server: Sends the calculated route to the device and notifies the user of scheduled trip information, such as the start time, pick-up location, and estimated time of arrival at the destination.

[0878] Input: Calculated driving route

[0879] Output: Schedule information sent to the device

[0880] Step 7:

[0881] User: Check the scheduled service information, arrive at the specified time and location, and board the AI ​​taxi. Use the smartphone's GPS navigation to head to the pickup location.

[0882] Input: Flight schedule information

[0883] Output: Arrive at the pickup location and board the AI ​​taxi

[0884] Step 8:

[0885] User: Travels with other passengers to their destination based on the optimal route. Stress levels are monitored in real time during the journey and the route is adjusted as needed.

[0886] Input: Route information

[0887] Output: Arrived at destination

[0888] Providing a place where seniors can communicate with each other or with young people

[0889] Step 1:

[0890] User: Uses the app to enter their profile information (e.g., past work history and hobbies). The entered information is sent to the device.

[0891] Input: Profile information entered by the user

[0892] Output: Profile information sent to the device

[0893] Step 2:

[0894] Device: Analyzes the user's emotional state using the entered profile information and emotion engine. The user's profile information and emotional state data are sent to the server.

[0895] Input: Received profile information, user emotional state

[0896] Output: Profile information and emotion information sent to the server

[0897] Step 3:

[0898] Server: The received profile information and emotional information are registered in a database and compared with the information of other users. SQL queries are used to search for users with matching hobbies, interests, and emotional states.

[0899] Input: Received profile information, emotional information

[0900] Output: Information registered in the database, list of matching users

[0901] Step 4:

[0902] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine. Calculates the selected match candidates and their fitness.

[0903] Input: list of matching users, sentiment information

[0904] Output: A list of the best matching candidates

[0905] Step 5:

[0906] Server: Generates matching results, sends them to the device, notifies the user, and provides appropriate communication channels (e.g., local community centers or online forums).

[0907] Input: A list of best matching candidates

[0908] Output: Matching results and communication venue information sent to the device

[0909] Step 6:

[0910] Users: Start interacting with other users based on the information they provide, either by visiting designated community centers or participating in online forums.

[0911] Input: Matching results, information on communication venues

[0912] Output: AC start

[0913] (Application example 2)

[0914] Next, a description will be given of Application Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the smart glasses 214 will be referred to as a "terminal."

[0915] The problem to be solved by this invention is to provide transportation and communication opportunities that are accessible to the elderly, while at the same time providing optimal services that take into account the emotional state of the user. In particular, the aim is to realize a comfortable mobility and communication experience that makes it easier for the elderly to participate in society. Conventional systems provide services without taking into account the emotional state, or only perform simple matching, making it difficult to improve user satisfaction.

[0916] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[0917] In this invention, the server includes a means for inputting information on the user's current location and destination, a means for suggesting ride-sharing when multiple users' destinations are close, a means for analyzing the user's emotional state, and a means for providing optimal services based on the emotional state, thereby enabling the provision of efficient travel routes and the optimization of communication spaces that take the user's emotions into consideration.

[0918] "User's current location information" refers to the location information of the user's current location, which is obtained using GPS, Wi-Fi, cell tower information, etc.

[0919] "Destination Information" refers to location information of a destination to which a user wishes to travel, including locations manually entered by the user or preset locations.

[0920] "Ride-sharing" refers to multiple users using the same means of transportation (such as a taxi or bus) to travel to the same or nearby destinations.

[0921] "Route" refers to the route that a vehicle will take to get the user to their destination. The optimal route is calculated.

[0922] "Notification" means the act of informing a User of a system-calculated route or other information, including in-app messages and push notifications.

[0923] "Emotional state" refers to a user's current state of mind or mood, and is collected and analyzed through methods such as facial recognition and self-reporting.

[0924] "Emotion engine" refers to software or algorithms that analyze a user's emotional state, thereby measuring the user's mood and stress level.

[0925] "Profile information" refers to a user's basic information, interests, past activity history, etc. This information is used to match users with other users.

[0926] "Matching" refers to the act of the system searching for and introducing other users with mutual interests based on a user's profile information and emotional state.

[0927] "Places of communication" refers to places and services where users can interact with each other and exchange ideas and information. This includes online forums and physical community centers.

[0928] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication opportunities. In addition, by combining it with an emotion engine, it is possible to provide services that correspond to the user's emotions and stress level. Specific embodiments for implementing this invention are described below.

[0929] Providing transportation

[0930] The server calculates the optimal route based on the user's current location and destination information and provides a means to notify the user. When a user requests transportation, the device obtains the user's current location and destination information, analyzes the user's emotional state using an emotion engine, and sends the data to the server. The server searches the system database for nearby AI taxis and suggests sharing the ride with other users while referring to the emotion engine's results. The server uses an AI algorithm to calculate the most efficient and comfortable route for multiple users to share, and sends the route to the device and notifies the user. For example, when Person A requests transportation to go to the hospital, the server takes Person A's relaxed emotional state into consideration and suggests sharing the ride with Person B. As a result, Person A and Person B ride in the same AI taxi and arrive at their destination comfortably.

[0931] Providing a place for communication

[0932] The server matches users with other users based on their profile information and has a means of providing information on places where they can interact. When a user enters their profile information into the app, their device sends that information and emotional information analyzed by an emotion engine to the server. The server registers the received information in a database and compares it with information on other users. It searches for users who may have mutual interests based on hobbies, interests, and emotional state, and performs optimal matching using an AI algorithm and emotion engine. As a result, matched users are provided with information on places where they can communicate. For example, if person C is interested in gardening, the server will match them with person D, who is in a calm emotional state, and the two can interact about gardening at a local community center.

[0933] Hardware and software used

[0934] The system is implemented using software and hardware such as a smartphone, server, emotion engine, AI taxi, facial recognition library (e.g., OpenCV), database access module, and Python. For example, the smartphone camera is used to capture the user's emotional state, which is then analyzed using the facial recognition library. The server then analyzes the received data using the emotion engine and calculates the optimal route and matching. The calculated data is then sent back to the device and provided to the user.

[0935] Prompt Sentence Examples

[0936] "Use the following sentiment analysis data to generate the best content to serve your users:

[0937] Emotion data: 'Emotion: Relaxed, Intensity: 70'

[0938] In this way, it will be possible to provide users with optimized means of transportation and communication opportunities to ensure a comfortable experience.

[0939] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0940] Step 1:

[0941] A user uses a smartphone app to request transportation from their home to a destination.

[0942] Input: Enter your current location (GPS) and destination information into the app.

[0943] Output: Get the information your application needs from the user.

[0944] What it does: The user uses GPS to automatically enter their current home location and manually enters the hospital address as their destination.

[0945] Step 2:

[0946] The device acquires the user's current location and destination information, and analyzes the user's emotional state using an emotion engine.

[0947] Input: Captured current location, destination, and facial recognition camera data.

[0948] Output: The user's emotional state as analyzed by the emotion engine.

[0949] Specific operation: A face is photographed with a smartphone camera, and the emotional state (relaxed, stressed, etc.) is analyzed using shape recognition technology (OpenCV, etc.), and the analysis results are compiled into a single dataset.

[0950] Step 3:

[0951] The terminal transmits the acquired information to the server.

[0952] Input: Current location information, destination information, and emotional state data.

[0953] Output: The consolidated data sent to the server.

[0954] What it does: Your smartphone uploads data to the server (using Wi-Fi or 4G / 5G), which receives it and uses it for further processing.

[0955] Step 4:

[0956] Based on the data received by the server, nearby transportation options are searched for.

[0957] Input: Current location information, destination information, and emotional state data.

[0958] Output: Nearby AI taxi information retrieved from the database.

[0959] Specific operation: The server accesses the database and searches for the AI ​​taxi closest to the user.

[0960] Step 5:

[0961] The server compares the request information of other users and extracts other users whose destinations are close by.

[0962] Input: Received user location information, destination information, and emotional state data.

[0963] Output: A list of other users who are close to your destination.

[0964] What happens: The server searches the database for other requests and matches them with users who are available at the same time.

[0965] Step 6:

[0966] The server uses the results of the AI ​​algorithm and emotion engine to calculate the optimal route.

[0967] Input: Current location information, destination information, emotional state data, and other user information.

[0968] Output: Optimized driving route.

[0969] How it works: The server's AI simulates multiple routes and selects the optimal route based on traffic conditions and emotional state.

[0970] Step 7:

[0971] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[0972] Input: Optimized driving route.

[0973] Output: Route information sent to the user's smartphone.

[0974] Specific operation: The server sends a notification to the smartphone, allowing the user to check the operation status through the app.

[0975] Step 8:

[0976] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[0977] Enter: smartphone app notifications.

[0978] Output: The passenger arrives at the specified location and boards the AI ​​taxi.

[0979] Specific operation: The user checks the information notified in the app and arrives at the specified pickup location and time.

[0980] Step 9:

[0981] Travel to your destination with other passengers based on the optimal route.

[0982] Input: Optimized route and other user information.

[0983] Output: The user arrives at the destination.

[0984] Specific operation: The AI ​​taxi begins traveling based on the optimal route obtained from the server, and all passengers arrive at their destinations efficiently.

[0985] The specific processing unit 290 transmits the result of the specific processing to the smart glasses 214. In the smart glasses 214, the control unit 46A causes the speaker 240 to output the result of the specific processing. The microphone 238 acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 238 to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[0986] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (Internet Search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search <url: https: gemini.google.com ?hl="ja">) and other generation AIs. The data generation model 58 is obtained by performing deep learning on a neural network. A prompt including an instruction is input to the data generation model 58, and inference data such as voice data indicating voice, text data indicating text, and image data indicating an image is also input. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt, and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization.

[0987] In the above embodiment, an example in which the specific processing is performed by the data processing device 12 has been given, but the technology of the present disclosure is not limited to this, and the specific processing may be performed by the smart glasses 214.

[0988] [Third embodiment]

[0989] FIG. 5 shows an example of the configuration of a data processing system 310 according to the third embodiment.

[0990] 5, the data processing system 310 includes the data processing device 12 and a headset terminal 314. An example of the data processing device 12 is a server.

[0991] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 is an example of a "computer" according to the technology of the present disclosure. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, the RAM 30, and the storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[0992] The headset type terminal 314 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication I / F 44, and a display 343. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, the camera 42, and the display 343 are also connected to the bus 52.

[0993] The microphone 238 receives instructions and the like from the user 20 by receiving voice uttered by the user 20. The microphone 238 captures the voice uttered by the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio in accordance with instructions from the processor 46.

[0994] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the surroundings of user 20 (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[0995] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[0996] Fig. 6 shows an example of the main functions of the data processing device 12 and the headset type terminal 314. As shown in Fig. 6, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[0997] The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0998] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290.

[0999] In the headset type terminal 314, a reception output process is performed by the processor 46. A reception output program 60 is stored in the storage 50. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output process is realized by the processor 46 operating as the control unit 46A in accordance with the reception output program 60 executed on the RAM 48.

[1000] Next, a description will be given of the identification process performed by the identification processing unit 290 of the data processing device 12. In the following description, the data processing device 12 will be referred to as the "server" and the headset type terminal 314 will be referred to as the "terminal."

[1001] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is configured as follows.

[1002] 1. Providing transportation options accessible to the elderly

[1003] overview

[1004] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user.

[1005] Program processing

[1006] User: Requests transportation from home to a destination using a smartphone app, entering current location information (GPS) and destination information.

[1007] Device: Sends the current location and destination information entered by the user to the server.

[1008] Server: Based on the received information, the server searches the database for nearby AI taxis and, if multiple users request it, suggests sharing a ride. The AI ​​algorithm calculates the optimal route.

[1009] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[1010] User: Board an AI taxi at the specified time and place and travel to the destination with other passengers.

[1011] Specific examples

[1012] For example, when Person A requests transportation to go to the hospital, he or she inputs his or her current location (home) and specifies the destination (hospital). The server searches for nearby AI taxis, and if Person B is also going to the same hospital, the server suggests that Person A and Person B share a ride. The AI ​​algorithm then calculates the optimal route and notifies Person A and Person B. Person A and Person B then get in the same AI taxi and head to their destination.

[1013] 2. Providing a place where seniors can communicate with each other or with young people

[1014] overview

[1015] This system provides a place for communication to promote social participation among the elderly. The server matches the elderly with other users based on their profile information and provides information on places where they can interact.

[1016] Program processing

[1017] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[1018] Device: Sends the entered profile information to the server.

[1019] Server: The received profile information is registered in a database and compared with other users. An AI algorithm is used to select the best match candidates.

[1020] Server: Generates matching results and sends them to the device. Provides users with information on locations where communication is possible.

[1021] Users: Initiate interactions with other users based on the information provided.

[1022] Specific examples

[1023] For example, Person C enters his / her profile information and lists gardening as a hobby. Based on this information, the server matches Person D, who lives nearby and shares the same hobby. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their exchange about gardening.

[1024] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

[1025] The processing flow will be explained below.

[1026] 1. Providing transportation options accessible to the elderly

[1027] Program processing

[1028] Step 1:

[1029] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[1030] Step 2:

[1031] The terminal acquires the user's input information and transmits the current location information and destination information to the server.

[1032] Step 3:

[1033] Based on the current location and destination information received by the server, the server searches the database for nearby AI taxis.

[1034] Step 4:

[1035] The server compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[1036] Step 5:

[1037] The server uses an AI algorithm to calculate the most efficient route for multiple users to share.

[1038] Step 6:

[1039] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[1040] Step 7:

[1041] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[1042] Step 8:

[1043] The user travels to a destination together with other passengers based on an optimal travel route.

[1044] 2. Providing a place where seniors can communicate with each other or with young people

[1045] Program processing

[1046] Step 1:

[1047] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[1048] Step 2:

[1049] The device acquires the entered profile information and transmits it to the server.

[1050] Step 3:

[1051] The server registers the received profile information in a database.

[1052] Step 4:

[1053] The server matches the information of other users in its database to find users who may have mutual interests based on hobbies and interests.

[1054] Step 5:

[1055] The server uses an AI algorithm to select the best match candidates.

[1056] Step 6:

[1057] The server generates a matching result, sends it to the terminal, and notifies the user.

[1058] Step 7:

[1059] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[1060] Step 8:

[1061] Users can message other users through the app or attend in-person gatherings at provided locations.

[1062] Example 1

[1063] Next, a description will be given of Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1064] Currently, there are limited means for elderly people to effectively participate in society, and the lack of opportunities for travel from home to destinations and communication is an issue. In addition, due to the limited options for transportation, there is a need for a system that makes it easier for elderly people to go out freely. In particular, there is a lack of services that allow elderly people to share rides with other users in the neighborhood or provide opportunities for communication to participate in society.

[1065] The specific processing by the specific processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means.

[1066] In this invention, the server includes means for inputting information on the user's current location and destination, means for sending a request from a terminal to the server, means for searching for nearby self-driving vehicles based on the received information and for suggesting ride-sharing if multiple users have made requests, means for calculating the optimal route using an AI algorithm, means for sending the calculated route to the terminal and notifying the user of scheduled service information, and means for guiding the user to a specified time and place and traveling to the destination together with other passengers. This makes it possible to improve the convenience of mobility for the elderly and increase opportunities for them to participate in society.

[1067] "Users" refers to elderly people and general users of the system.

[1068] "Current location" refers to the actual location information at the time the user is using the system.

[1069] "Destination" refers to information about the end point to which the user wishes to travel.

[1070] "Terminal" refers to the electronic device (e.g., smartphone or tablet) used by a user to access the system.

[1071] "Server" refers to a computer device that performs central management of a system.

[1072] A "request" refers to the request information that a user inputs their current location and destination and sends to the server.

[1073] "Autonomous vehicles" refer to taxis, shuttles, and other transportation vehicles that are equipped with artificial intelligence and operate under their own control.

[1074] "Ride-sharing" refers to multiple users sharing the same self-driving vehicle to reach a destination.

[1075] "AI algorithm" refers to a calculation method that uses artificial intelligence technology to process data, optimize routes, and perform matching checks.

[1076] "Profile Information" refers to personal information (e.g., hobbies, work history, name) that a user enters into the system.

[1077] "Matching" refers to the process of selecting the most suitable candidate to interact with based on the compatibility between users.

[1078] "Place of Communication" means a physical or online location provided for users to interact and converse with one another.

[1079] "Encryption" refers to the technology of transforming information into a form that cannot be understood by third parties in order to ensure data security.

[1080] MODE FOR CARRYING OUT THE INVENTION

[1081] This invention is a system that provides a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is implemented based on a specific hardware and software configuration.

[1082] 1. Provision of transportation

[1083] overview

[1084] This system provides transportation that allows elderly people to move around efficiently. The server receives user requests, searches for nearby self-driving vehicles, and calculates and notifies the user of the optimal route.

[1085] Hardware and Software Used

[1086] Hardware: Smartphone (used by users), Server (for central management)

[1087] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (route calculation and matching)

[1088] Specific examples

[1089] A user uses a smartphone app to request transportation from home to the hospital. The specific prompt is, "Send a request for transportation from home to the hospital. Your current location will be automatically obtained, but please enter your destination." The device obtains the user's current location using GPS and automatically sends it to the server. The server retrieves information about nearby autonomous vehicles from a database and suggests carpooling if multiple users request it. It then uses an AI algorithm to calculate the optimal route. This calculated route information is sent to the device, and the user is notified of the scheduled transportation information. The user boards the autonomous vehicle at the specified time and place and travels to their destination with other passengers.

[1090] 2. Providing a place for communication

[1091] overview

[1092] This system provides a place for elderly people to communicate and promote their participation in society. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[1093] Hardware and Software Used

[1094] Hardware: Smartphone (used by users), Server (for central management)

[1095] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (matching)

[1096] Specific examples

[1097] A user uses a smartphone app to enter personal profile information (e.g., name, age, hobbies, past work history, etc.). The device encrypts this information and sends it to the server. An example prompt might be, "Please tell us that your hobby is gardening. We will match you with other users." The server then checks the database and compares it with other users' profile information. An AI algorithm selects the user whose hobbies and work history best match the user. The device is notified of the match results, which also includes information about where the interaction can take place (e.g., a local community center, online forum, etc.). The user can then start interacting with other users based on the information provided. For example, a user can make a reservation to attend a gardening event within the app and meet at the community center on the day.

[1098] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

[1099] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1100] (Transportation Provision) Processing Steps

[1101] Step 1:

[1102] User: Opens the app on their smartphone and enters their current location and destination information via text boxes or voice input, and their current location information is automatically obtained using GPS.

[1103] Input: Current location and destination information.

[1104] Output: The request data.

[1105] Step 2:

[1106] On the device: The current location and destination information entered by the user is sent to the server, where data is encrypted before being sent.

[1107] Input: Request data.

[1108] Output: The encrypted request data.

[1109] Step 3:

[1110] Server: Decodes the received request data and accesses a database to search for information on nearby autonomous vehicles. If multiple users make requests, an AI algorithm is used to suggest ride-sharing.

[1111] Input: The encrypted request data.

[1112] Output: A list of candidate autonomous vehicles.

[1113] Step 4:

[1114] Server: Calculates the optimal route using an AI algorithm. If multiple users request a ride-sharing, the server optimizes the route taking this into account.

[1115] Input: candidate list of autonomous vehicles, current location information, and destination information.

[1116] Output: Optimal route data.

[1117] Step 5:

[1118] Server: Sends calculated route data to the device and notifies the user of scheduled trip information, including the route, scheduled time, pick-up point, and taxi license plate number.

[1119] Input: Optimal route data.

[1120] Output: Schedule information.

[1121] Step 6:

[1122] User: Boards a self-driving vehicle at the designated pickup point and time. The app also provides guidance on maintaining appropriate social distancing with other passengers.

[1123] Input: Schedule information.

[1124] Output: Start of movement.

[1125] (Providing a place for communication) processing steps

[1126] Step 1:

[1127] User: Opens the smartphone app and enters profile information (e.g., name, age, hobbies, past work experience, etc.). Users are also required to enter keywords related to specific hobbies and interests.

[1128] Input: User profile information.

[1129] Output: Profile data.

[1130] Step 2:

[1131] On your device: The profile data you enter is encrypted and sent to the server. The data is sent in real time, so it is delivered to the server immediately after you enter it.

[1132] Input: Profile data.

[1133] Output: Encrypted profile data.

[1134] Step 3:

[1135] Server: Decodes the received profile data and registers it in a database. It compares it with the profile information of other users and uses an AI algorithm to select the best match candidates.

[1136] Input: Encrypted profile data.

[1137] Output: A list of possible matches.

[1138] Step 4:

[1139] Server: Generates matching results based on the collated information. Then, it sends the results to the device and notifies the user. The notification also includes information about where the interaction can take place (e.g., local community centers, online forums, etc.).

[1140] Input: A list of possible matches.

[1141] Output: Matching result data, interaction location information.

[1142] Step 5:

[1143] User: Based on the information provided, users can start interacting with other users. For example, users can make a reservation within the app to attend an event at a local community center and meet face-to-face at the center on the day.

[1144] Input: Matching result data, interaction location information.

[1145] Output: AC start.

[1146] (Application example 1)

[1147] Next, a description will be given of Application Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1148] In order to promote social participation and improve the quality of life for the elderly, it is important to provide safe and efficient transportation and opportunities for communication. However, the current system does not adequately optimize transportation, limiting the ways in which elderly people can efficiently reach their destinations. In addition, opportunities for communication between elderly people and between elderly people and younger people are limited, hindering social participation. This issue needs to be resolved.

[1149] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 1 is realized by the following means.

[1150] In this invention, the server includes a means for calculating an optimal route using an AI algorithm, a means for calculating an optimal route using the Dijkstra algorithm or the A algorithm, and a means for analyzing input information using a generative AI model and making appropriate suggestions to the user. This enables elderly people to use safe and efficient transportation, promotes communication with other users, and enables them to participate in society.

[1151] "User" refers to people who use the system to receive transportation and communication services.

[1152] "Current location" refers to location information that can be determined by a user using a smartphone or other device.

[1153] "Destination" refers to the location to which a user wishes to travel using the system.

[1154] "Ride-sharing" refers to a means of multiple users traveling together to the same or nearby destinations.

[1155] "Route of travel" refers to the optimal route a user takes to reach their destination.

[1156] "AI algorithm" refers to an algorithm that uses artificial intelligence to analyze data and make decisions.

[1157] The "Dijkstra algorithm" refers to an algorithm for calculating the shortest path based on graph theory.

[1158] "A algorithm" refers to an algorithm that calculates the shortest path using heuristics to improve execution efficiency.

[1159] "Profile information" refers to data that compiles personal information such as a user's attributes, hobbies, and interests.

[1160] "Matching" refers to the process by which the system identifies and connects users with other users who share common interests and goals based on their profile information.

[1161] A "generative AI model" refers to a model that uses artificial intelligence to analyze input information and make appropriate suggestions to users.

[1162] "Communication space" refers to a place or online platform where users can interact with each other and exchange information.

[1163] This invention is a system that provides a means of transportation that allows elderly people to travel efficiently and safely from their homes to their destinations, and promotes communication between elderly people and between elderly people and younger people. This system consists of three main components: a server, a terminal (a smartphone or other device), and a user.

[1164] 1. Providing transportation options accessible to the elderly

[1165] overview

[1166] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives the user's request, calculates the optimal route, and notifies the user.

[1167] Server processing

[1168] The server first receives the user's current location and destination information, which is sent from the device. Based on the received information, the server consolidates requests from multiple users and suggests carpooling if multiple destinations are close to each other. Next, the server uses an AI algorithm (such as the Dijkstra algorithm or the A algorithm) to calculate the optimal route. The calculation result is sent to the device and notified to the user.

[1169] Hardware and software used

[1170] Smartphone: Use the Android or iOS app to enter your current location and destination information.

[1171] Server: Uses a web server (e.g., Nginx) or application server (e.g., Flask, Django) to process information and calculate routes.

[1172] AI algorithm: Optimal driving route calculation using Dijkstra algorithm and A algorithm.

[1173] Specific examples

[1174] For example, if a user wants to go to the hospital, they open the smartphone app and input their current location (home) and destination (hospital). The server considers the information of other users who have received requests at the same time and suggests a ride-sharing option. The server then uses an AI algorithm to calculate the optimal route and notify both users.

[1175] 2. Providing a place where seniors can communicate with each other or between seniors and young people

[1176] overview

[1177] It provides a place for communication to promote social participation among the elderly. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[1178] Server processing

[1179] The user enters profile information (e.g., past work history and hobbies) and sends it from the device to the server. The server registers the received profile information in a database and compares it with other users. The generative AI model selects the most suitable match candidate and sends the result to the device to notify the user.

[1180] Hardware and software used

[1181] Smartphone: Enter your profile information and send it to the server.

[1182] Server: Registers profile information in a database and performs matching processes.

[1183] Generative AI model: Analyzes input information and selects appropriate users.

[1184] Specific examples

[1185] For example, if a user indicates in their profile information that they are interested in gardening, the server can match them with other users who share the same interest and provide information about local community centers and online forums, making it easy for people with common interests to connect.

[1186] Prompt Sentence Examples

[1187] "The user inputs their current location and destination into a smartphone app and sends a request. The server uses an AI algorithm to calculate the optimal route based on the received request data. The server then notifies the user of the calculated route, and the user boards the self-driving vehicle at the specified location and time."

[1188] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1189] Step 1:

[1190] The user starts the smartphone app and requests transportation from home to a destination. The user turns on the GPS and provides the app with their current location information. They also input their destination (such as a hospital or shopping destination).

[1191] Input: Current location (GPS) and destination information

[1192] Output: User travel request data

[1193] Step 2:

[1194] The terminal (smartphone) sends the current location and destination information entered by the user to the server.

[1195] Input: User travel request data

[1196] Output: Request sent to server

[1197] Step 3:

[1198] The server searches the database for nearby self-driving vehicles based on the received user's current location and destination information. If there are multiple requests from users, the server suggests sharing a ride.

[1199] Input: Request data to the server

[1200] Output: Nearby autonomous vehicles and ride-sharing information

[1201] Step 4:

[1202] The server uses AI algorithms (Dijkstra algorithm and A algorithm) to calculate the optimal driving route.

[1203] Input: Nearby autonomous vehicles and rideshare information

[1204] Output: Optimal driving route

[1205] Step 5:

[1206] The server transmits the calculated optimum route information to the user's terminal and notifies the user of the operation schedule information.

[1207] Input: Optimal driving route

[1208] Output: Schedule information to user terminal

[1209] Step 6:

[1210] The user boards an autonomous vehicle at a designated time and place and travels to their destination with other passengers.

[1211] Input: Schedule information from the server

[1212] Output: Boarding an autonomous vehicle and transportation to your destination

[1213] Step 7:

[1214] The user uses the app to enter profile information (e.g., past work history and hobbies) and sends it from the device to the server.

[1215] Input: Profile information

[1216] Output: Send profile information to the server

[1217] Step 8:

[1218] The server registers the received profile information in a database and compares it with other users. The generative AI model selects the best match candidates and sends the results to the user's device to notify them.

[1219] Input: Profile information

[1220] Output: Match candidates and notifications

[1221] Step 9:

[1222] Based on the notification information from the server, the user starts interacting with other users in a communication space.

[1223] Input: Match candidates and notifications

[1224] Output: Start communication with other users

[1225] Furthermore, an emotion engine that estimates the user's emotion may be further combined. That is, the identification processing unit 290 may estimate the user's emotion using the emotion identification model 59, and perform identification processing using the user's emotion.

[1226] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication spaces. Furthermore, by combining it with an emotion engine, it is possible to provide services tailored to the user's emotions and stress level. This system operates in cooperation with four entities: a server, a terminal, a user, and an emotion engine, and is configured as follows:

[1227] 1. Providing transportation options accessible to the elderly

[1228] overview

[1229] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user. The emotion engine also analyzes the user's emotions and stress levels, and provides optimal services based on these.

[1230] Program processing

[1231] User: Requests transportation from home to a destination using a smartphone app. Enters current location information (GPS) and destination information.

[1232] Terminal: Obtains user input information and analyzes the user's emotional state using the emotion engine. Sends current location information, destination information, and emotional information to the server.

[1233] Server: Searches for nearby AI taxis from a database based on the received current location information, destination information, and emotion information.

[1234] Server: Compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[1235] Server: Using the results of the AI ​​algorithm and emotion engine, calculates the most efficient and comfortable route for multiple passengers to share.

[1236] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[1237] User: Check the app and arrive at the specified time and location to board the AI ​​taxi.

[1238] User: Travel with other passengers to their destination based on the best route.

[1239] Specific examples

[1240] For example, when Person A requests transportation to go to the hospital, he or she inputs their current location (home) and specifies the destination (hospital). The device analyzes Person A's emotional state and determines that they are relatively relaxed. The server searches for nearby AI taxis and, referring to the results of the emotion engine, suggests sharing the ride with Person B. Because both Person A and Person B are relaxed, the route is optimized to ensure a stress-free ride. The calculated route is then notified, and Person A and Person B get into the same AI taxi and head to their destination.

[1241] 2. Providing a place where seniors can communicate with each other or with young people

[1242] overview

[1243] This system provides a place for communication among seniors to promote their social participation. The server matches seniors with other users based on their profile information and provides information on places where they can interact. It also uses an emotion engine to analyze the user's emotional state and make appropriate matches.

[1244] Program processing

[1245] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[1246] Terminal: The entered profile information and the emotional information analyzed by the emotion engine are sent to the server.

[1247] Server: Registers the received profile information and emotion information in a database.

[1248] Server: Matches information about other users in a database to find users with whom you may have mutual interests based on hobbies, interests, and emotional state.

[1249] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine.

[1250] Server: Generates matching results, sends them to the device, and notifies the user. Provides users with information about locations where communication is possible.

[1251] Users: Initiate interactions with other users based on the information provided.

[1252] Specific examples

[1253] For example, Person C enters his / her profile information and lists gardening as a hobby. The device analyzes Person C's emotional state and determines that he / she is calm. Based on this information, the server matches Person D, who lives nearby and has the same hobby and is in a calm emotional state. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their conversation about gardening while relaxing together.

[1254] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[1255] The processing flow will be explained below.

[1256] 1. Providing transportation options accessible to the elderly

[1257] Program processing

[1258] Step 1:

[1259] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[1260] Step 2:

[1261] The device receives user input and analyzes the user's emotional state using an emotion engine, which identifies the user's emotions through facial expression recognition and voice analysis.

[1262] Step 3:

[1263] The terminal transmits current location information, destination information, and emotional state data to the server.

[1264] Step 4:

[1265] The server searches for nearby AI taxis from a database based on the current location and destination information received, and also takes into account the user's emotional state.

[1266] Step 5:

[1267] The server compares the request information of other users who wish to use the service at the same time and extracts users whose destinations are close by.

[1268] Step 6:

[1269] The server uses the results of AI algorithms and emotion engines to calculate the optimal route, proposing the most efficient and comfortable ride-sharing. For users who need to relax, priority is given to sharing rides with other relaxed users.

[1270] Step 7:

[1271] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[1272] Step 8:

[1273] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[1274] Step 9:

[1275] The user travels to their destination along with other passengers based on the optimal route, and a comfortable environment is maintained during the journey according to the user's emotional state.

[1276] 2. Providing a place where seniors can communicate with each other or with young people

[1277] Program processing

[1278] Step 1:

[1279] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[1280] Step 2:

[1281] The device retrieves the entered profile information and analyzes the user's emotional state with an emotion engine, which identifies emotions through facial expression recognition and voice analysis.

[1282] Step 3:

[1283] The terminal transmits profile information and emotional state data to the server.

[1284] Step 4:

[1285] The server registers the received profile information and emotional state information in a database.

[1286] Step 5:

[1287] The server matches the information of other users in its database to find users with whom you may have mutual interests based on your hobbies, interests and emotional state.

[1288] Step 6:

[1289] The server uses the results of the AI ​​algorithm and emotion engine to select the best match candidates, taking into account the user's emotional state and prioritizing users who are compatible.

[1290] Step 7:

[1291] The server generates a matching result, sends it to the terminal, and notifies the user.

[1292] Step 8:

[1293] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[1294] Step 9:

[1295] Users message with other users through the app or participate in in-person gatherings at provided locations, and their emotional state is used to encourage comfortable interactions.

[1296] Specifically, if person C enters gardening as a hobby in their profile and the emotion engine determines that they are relaxed, the server will use this information to match them with person D, a nearby person with the same hobby. Because person D is also in a relaxed state, information about a local community center as a place to interact is provided, allowing person C and person D to deepen their relationship about gardening in a peaceful environment.

[1297] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[1298] Example 2

[1299] Next, a description will be given of Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1300] When elderly people move around, they often feel anxious about their means of transportation and feel isolated. They may also find it difficult to communicate with other people in their daily lives and participate in society. Furthermore, depending on their emotional state, the proposed means of transportation or communication opportunities may not be appropriate. There is a need to provide a system that solves these issues and allows elderly people to move around safely and participate in society.

[1301] The identification process by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. In this invention, the server includes: means for inputting current location information and destination information of a user; means for analyzing an emotional state based on the input information; means for suggesting a ride-sharing when multiple users' destinations are close to each other while taking the emotional state into consideration; means for calculating an optimal travel route using an AI algorithm based on the proposed ride-sharing; means for notifying users based on the calculated travel route; means for inputting profile information of the elderly person; means for analyzing the emotional state based on the input profile information; means for matching with other users while taking the emotional state into consideration; means for providing the matched user with information on places where communication is possible; and means for suggesting a ride-sharing with nearby users based on the acquired information and emotional state. This enables elderly people to travel safely and participate in society while communicating appropriately with others.

[1302] "Users" are seniors and other users of the system.

[1303] "Current location information" refers to data about the user's current location, such as GPS information obtained from the user's smartphone or other device.

[1304] "Destination information" is information relating to the destination to which the user wishes to travel.

[1305] "Input means" refers to a device or application that is an apparatus or interface that allows a user to provide current location information or destination information to the system.

[1306] "Emotional state" refers to the user's psychological state analyzed by the emotion engine, such as relaxed or tense.

[1307] An "emotion engine" is software or hardware for analyzing a user's emotional state and providing the results.

[1308] An "AI algorithm" is an artificial intelligence method that calculates optimal routes and matching based on input data and conditions.

[1309] The "operation route" is the optimal route for moving a user from their current location to their destination.

[1310] "Profile information" refers to information provided by a user, such as past work history, hobbies, interests, etc.

[1311] "Matching" is the process by which the system finds users who may have mutual interests with other users based on their profile information and emotional state.

[1312] "Communicating" refers to activities in which two or more users exchange information or engage in dialogue.

[1313] "Place information" is information about places users can visit to communicate, such as community centers or online forums.

[1314] This invention is a system for providing an environment where elderly people can live comfortably and actively participate in society. This system is particularly characterized by providing transportation and communication opportunities, and by combining it with an emotion engine, it can provide services that correspond to the user's emotions and stress level. Below, we will explain the roles of each entity - the server, terminal, and user - and the specific processing that goes into them.

[1315] Providing transportation options accessible to the elderly

[1316] The system's program uses devices such as smartphones and tablets, a server, and emotion engine software. The user first uses a smartphone app to request transportation from their home to a destination. The request includes their current location (obtained via GPS) and destination information.

[1317] The device collects the current location and destination information entered by the user, and then analyzes the user's emotional state using an emotion engine (e.g., emotion recognition software from Affectiva). This information is then sent from the device to the server.

[1318] Based on the received information, the server searches a database for nearby AI taxis. In doing so, the server also takes into account the analysis results of the emotion engine to propose optimal ride-sharing. The server compares the request information with that of other users who wish to travel at the same time, and extracts users with nearby destinations.

[1319] The server then uses an AI algorithm (such as Google AI's routing algorithm) to calculate the most efficient and comfortable route for multiple passengers. The calculated route is sent to the terminal, and the user is notified of the scheduled service information.

[1320] The user checks the app, arrives at the designated time and place, and boards the AI ​​taxi, which, together with other passengers, reaches its destination based on the calculated optimal route.

[1321] Specific examples

[1322] For example, Person A enters a travel request to go to the hospital in the app. The device collects information from Person A's home to the hospital and the analysis results of an emotion engine (such as Affectiva), and sends them to the server. The server searches for nearby AI taxis and confirms that Person B (another user with the same destination) is also relaxed. The server then calculates the optimal route and notifies Person A and Person B. The two arrive at the specified time and place and head to the hospital together in an AI taxi.

[1323] Providing a place where seniors can communicate with each other or with young people

[1324] The system's program utilizes a device, a server, and emotion engine software. Users use the app to input their profile information (e.g., past work history and hobbies). The device collects this information and emotion information analyzed by the emotion engine and sends it to the server.

[1325] The server registers the received profile information and emotional information in a database and compares it with the information of other users. It matches users with similar hobbies, interests, and emotional states, and searches for users who may be interested in each other.

[1326] The system selects the best match candidates based on the results of the AI ​​algorithm and emotion engine, and generates matching results. The matching results are then sent to the device, and the user is provided with information on locations where communication is possible. The user can then begin interacting with other users based on the information provided.

[1327] Specific examples

[1328] For example, Person C enters his / her profile information and lists gardening as a hobby. The device collects Person C's information and emotional state (e.g., judged to be calm) and sends it to the server. At the same time, the server searches for Person D, who lives nearby and has the same hobby and is calm, and matches them. The server then provides Person C and Person D with information about places where they can interact (e.g., a local community center). Person C and Person D use this opportunity to deepen their exchange about gardening.

[1329] Example prompt

[1330] Movement request prompt:

[1331] "Person A (an elderly person) is requesting an AI taxi to go from his / her home to the hospital. The current location is Person A's home, and the destination is the hospital. According to the emotion engine, Person A is relaxed. Person B, who has also requested the same destination, is also relaxed, so please calculate the optimal route."

[1332] Communication prompt:

[1333] "Mr. C (an elderly person) has filled out his profile on the app and listed gardening as his hobby. According to the emotion engine, Mr. C is calm. Mr. D, a neighbor who shares the same hobby as Mr. C, is also calm, so please suggest a place where these two can interact."

[1334] The above is a specific embodiment for carrying out this invention. It is expected that this system will improve the quality of life of the elderly and promote their participation in society. Furthermore, by providing services using the emotion engine, a more comfortable and satisfying experience will be realized.

[1335] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1336] Providing transportation options accessible to the elderly

[1337] Step 1:

[1338] User: The user launches the app on their smartphone, presses the "Request a trip" button, and enters their current location (GPS information) and destination. For example, they enter their home address and the address of a hospital into the app. The entered data is sent to the device.

[1339] Input: Current location and destination information entered by the user

[1340] Output: Current location and destination information sent to the device

[1341] Step 2:

[1342] Terminal: Receives the current location and destination information entered by the user and analyzes the user's emotional state using an emotion engine (such as Affectiva). For example, it analyzes the user's facial expressions and voice to determine whether they are relaxed or nervous. The emotional state is analyzed and the data is sent to the server.

[1343] Input: Received current location information, destination information, user's emotional state

[1344] Output: Current location information, destination information, emotion information to be sent to the server

[1345] Step 3:

[1346] Server: Searches for nearby AI taxis from the database based on the received current location, destination, and emotion information. Extracts the "nearest available taxi from the current location" using SQL queries, etc. It also compares the request information of other users.

[1347] Input: Received current location information, destination information, emotion information

[1348] Output: Search results for nearby AI taxis, and requests from other users

[1349] Step 4:

[1350] Server: Compares the request information of other users and extracts users with nearby destinations. For example, if multiple users are requesting a nearby hospital at the same time, their requests will be processed together.

[1351] Input: Request information of other users

[1352] Output: A list of users with nearby destinations

[1353] Step 5:

[1354] Server: Using the results of an AI algorithm (such as Google AI's routing algorithm) and an emotion engine, the server calculates the most efficient and comfortable route for multiple users. The server also takes into account the user's emotional state when calculating the route, and selects the route that minimizes stress. The calculation results are generated.

[1355] Input: List of users with nearby destinations, emotional information

[1356] Output: Calculated optimal driving route

[1357] Step 6:

[1358] Server: Sends the calculated route to the device and notifies the user of scheduled trip information, such as the start time, pick-up location, and estimated time of arrival at the destination.

[1359] Input: Calculated driving route

[1360] Output: Schedule information sent to the device

[1361] Step 7:

[1362] User: Check the scheduled service information, arrive at the specified time and location, and board the AI ​​taxi. Use the smartphone's GPS navigation to head to the pickup location.

[1363] Input: Flight schedule information

[1364] Output: Arrive at the pickup location and board the AI ​​taxi

[1365] Step 8:

[1366] User: Travels with other passengers to their destination based on the optimal route. Stress levels are monitored in real time during the journey and the route is adjusted as needed.

[1367] Input: Route information

[1368] Output: Arrived at destination

[1369] Providing a place where seniors can communicate with each other or with young people

[1370] Step 1:

[1371] User: Uses the app to enter their profile information (e.g., past work history and hobbies). The entered information is sent to the device.

[1372] Input: Profile information entered by the user

[1373] Output: Profile information sent to the device

[1374] Step 2:

[1375] Device: Analyzes the user's emotional state using the entered profile information and emotion engine. The user's profile information and emotional state data are sent to the server.

[1376] Input: Received profile information, user emotional state

[1377] Output: Profile information and emotion information sent to the server

[1378] Step 3:

[1379] Server: The received profile information and emotional information are registered in a database and compared with the information of other users. SQL queries are used to search for users with matching hobbies, interests, and emotional states.

[1380] Input: Received profile information, emotional information

[1381] Output: Information registered in the database, list of matching users

[1382] Step 4:

[1383] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine. Calculates the selected match candidates and their fitness.

[1384] Input: list of matching users, sentiment information

[1385] Output: A list of the best matching candidates

[1386] Step 5:

[1387] Server: Generates matching results, sends them to the device, notifies the user, and provides appropriate communication channels (e.g., local community centers or online forums).

[1388] Input: A list of best matching candidates

[1389] Output: Matching results and communication venue information sent to the device

[1390] Step 6:

[1391] Users: Start interacting with other users based on the information they provide, either by visiting designated community centers or participating in online forums.

[1392] Input: Matching results, information on communication venues

[1393] Output: AC start

[1394] (Application example 2)

[1395] Next, a description will be given of Application Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the headset type terminal 314 will be referred to as a "terminal."

[1396] The problem to be solved by this invention is to provide transportation and communication opportunities that are accessible to the elderly, while at the same time providing optimal services that take into account the emotional state of the user. In particular, the aim is to realize a comfortable mobility and communication experience that makes it easier for the elderly to participate in society. Conventional systems provide services without taking into account the emotional state, or only perform simple matching, making it difficult to improve user satisfaction.

[1397] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[1398] In this invention, the server includes a means for inputting information on the user's current location and destination, a means for suggesting ride-sharing when multiple users' destinations are close, a means for analyzing the user's emotional state, and a means for providing optimal services based on the emotional state, thereby enabling the provision of efficient travel routes and the optimization of communication spaces that take the user's emotions into consideration.

[1399] "User's current location information" refers to the location information of the user's current location, which is obtained using GPS, Wi-Fi, cell tower information, etc.

[1400] "Destination Information" refers to location information of a destination to which a user wishes to travel, including locations manually entered by the user or preset locations.

[1401] "Ride-sharing" refers to multiple users using the same means of transportation (such as a taxi or bus) to travel to the same or nearby destinations.

[1402] "Route" refers to the route that a vehicle will take to get the user to their destination. The optimal route is calculated.

[1403] "Notification" means the act of informing a User of a system-calculated route or other information, including in-app messages and push notifications.

[1404] "Emotional state" refers to a user's current state of mind or mood, and is collected and analyzed through methods such as facial recognition and self-reporting.

[1405] "Emotion engine" refers to software or algorithms that analyze a user's emotional state, thereby measuring the user's mood and stress level.

[1406] "Profile information" refers to a user's basic information, interests, past activity history, etc. This information is used to match users with other users.

[1407] "Matching" refers to the act of the system searching for and introducing other users with mutual interests based on a user's profile information and emotional state.

[1408] "Places of communication" refers to places and services where users can interact with each other and exchange ideas and information. This includes online forums and physical community centers.

[1409] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication opportunities. In addition, by combining it with an emotion engine, it is possible to provide services that correspond to the user's emotions and stress level. Specific embodiments for implementing this invention are described below.

[1410] Providing transportation

[1411] The server calculates the optimal route based on the user's current location and destination information and provides a means to notify the user. When a user requests transportation, the device obtains the user's current location and destination information, analyzes the user's emotional state using an emotion engine, and sends the data to the server. The server searches the system database for nearby AI taxis and suggests sharing the ride with other users while referring to the emotion engine's results. The server uses an AI algorithm to calculate the most efficient and comfortable route for multiple users to share, and sends the route to the device and notifies the user. For example, when Person A requests transportation to go to the hospital, the server takes Person A's relaxed emotional state into consideration and suggests sharing the ride with Person B. As a result, Person A and Person B ride in the same AI taxi and arrive at their destination comfortably.

[1412] Providing a place for communication

[1413] The server matches users with other users based on their profile information and has a means of providing information on places where they can interact. When a user enters their profile information into the app, their device sends that information and emotional information analyzed by an emotion engine to the server. The server registers the received information in a database and compares it with information on other users. It searches for users who may have mutual interests based on hobbies, interests, and emotional state, and performs optimal matching using an AI algorithm and emotion engine. As a result, matched users are provided with information on places where they can communicate. For example, if person C is interested in gardening, the server will match them with person D, who is in a calm emotional state, and the two can interact about gardening at a local community center.

[1414] Hardware and software used

[1415] The system is implemented using software and hardware such as a smartphone, server, emotion engine, AI taxi, facial recognition library (e.g., OpenCV), database access module, and Python. For example, the smartphone camera is used to capture the user's emotional state, which is then analyzed using the facial recognition library. The server then analyzes the received data using the emotion engine and calculates the optimal route and matching. The calculated data is then sent back to the device and provided to the user.

[1416] Prompt Sentence Examples

[1417] "Use the following sentiment analysis data to generate the best content to serve your users:

[1418] Emotion data: 'Emotion: Relaxed, Intensity: 70'

[1419] In this way, it will be possible to provide users with optimized means of transportation and communication opportunities to ensure a comfortable experience.

[1420] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1421] Step 1:

[1422] A user uses a smartphone app to request transportation from their home to a destination.

[1423] Input: Enter your current location (GPS) and destination information into the app.

[1424] Output: Get the information your application needs from the user.

[1425] What it does: The user uses GPS to automatically enter their current home location and manually enters the hospital address as their destination.

[1426] Step 2:

[1427] The device acquires the user's current location and destination information, and analyzes the user's emotional state using an emotion engine.

[1428] Input: Captured current location, destination, and facial recognition camera data.

[1429] Output: The user's emotional state as analyzed by the emotion engine.

[1430] Specific operation: A face is photographed with a smartphone camera, and the emotional state (relaxed, stressed, etc.) is analyzed using shape recognition technology (OpenCV, etc.), and the analysis results are compiled into a single dataset.

[1431] Step 3:

[1432] The terminal transmits the acquired information to the server.

[1433] Input: Current location information, destination information, and emotional state data.

[1434] Output: The consolidated data sent to the server.

[1435] What it does: Your smartphone uploads data to the server (using Wi-Fi or 4G / 5G), which receives it and uses it for further processing.

[1436] Step 4:

[1437] Based on the data received by the server, nearby transportation options are searched for.

[1438] Input: Current location information, destination information, and emotional state data.

[1439] Output: Nearby AI taxi information retrieved from the database.

[1440] Specific operation: The server accesses the database and searches for the AI ​​taxi closest to the user.

[1441] Step 5:

[1442] The server compares the request information of other users and extracts other users whose destinations are close by.

[1443] Input: Received user location information, destination information, and emotional state data.

[1444] Output: A list of other users who are close to your destination.

[1445] What happens: The server searches the database for other requests and matches them with users who are available at the same time.

[1446] Step 6:

[1447] The server uses the results of the AI ​​algorithm and emotion engine to calculate the optimal route.

[1448] Input: Current location information, destination information, emotional state data, and other user information.

[1449] Output: Optimized driving route.

[1450] How it works: The server's AI simulates multiple routes and selects the optimal route based on traffic conditions and emotional state.

[1451] Step 7:

[1452] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[1453] Input: Optimized driving route.

[1454] Output: Route information sent to the user's smartphone.

[1455] Specific operation: The server sends a notification to the smartphone, allowing the user to check the operation status through the app.

[1456] Step 8:

[1457] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[1458] Enter: smartphone app notifications.

[1459] Output: The passenger arrives at the specified location and boards the AI ​​taxi.

[1460] Specific operation: The user checks the information notified in the app and arrives at the specified pickup location and time.

[1461] Step 9:

[1462] Travel to your destination with other passengers based on the optimal route.

[1463] Input: Optimized route and other user information.

[1464] Output: The user arrives at the destination.

[1465] Specific operation: The AI ​​taxi begins traveling based on the optimal route obtained from the server, and all passengers arrive at their destinations efficiently.

[1466] The specific processing unit 290 transmits the result of the specific processing to the headset type terminal 314. In the headset type terminal 314, the control unit 46A causes the speaker 240 and the display 343 to output the result of the specific processing. The microphone 238 acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 238 to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[1467] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (Internet Search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search <url: https: gemini.google.com ?hl="ja">) and other generation AIs. The data generation model 58 is obtained by performing deep learning on a neural network. A prompt including an instruction is input to the data generation model 58, and inference data such as voice data indicating voice, text data indicating text, and image data indicating an image is also input. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt, and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization.

[1468] In the above embodiment, an example was given in which the specific processing is performed by the data processing device 12, but the technology of the present disclosure is not limited to this, and the specific processing may be performed by the headset type terminal 314.

[1469] [Fourth embodiment]

[1470] FIG. 7 shows an example of the configuration of a data processing system 410 according to the fourth embodiment.

[1471] 7, a data processing system 410 includes a data processing device 12 and a robot 414. An example of the data processing device 12 is a server.

[1472] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 is an example of a "computer" according to the technology of the present disclosure. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, the RAM 30, and the storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[1473] The robot 414 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication I / F 44, and a control target 443. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, the camera 42, and the control target 443 are also connected to the bus 52.

[1474] The microphone 238 receives instructions and the like from the user 20 by receiving voice uttered by the user 20. The microphone 238 captures the voice uttered by the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio in accordance with instructions from the processor 46.

[1475] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the surroundings of user 20 (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[1476] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[1477] The control object 443 includes a display device, LEDs in the eyes, and motors for driving the arms, hands, and feet. The posture and gestures of the robot 414 are controlled by controlling the motors of the arms, hands, and feet. Some of the emotions of the robot 414 can be expressed by controlling these motors. In addition, the facial expressions of the robot 414 can also be expressed by controlling the light emission state of the LEDs in the eyes of the robot 414.

[1478] Fig. 8 shows an example of the main functions of the data processing device 12 and the robot 414. As shown in Fig. 8, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[1479] The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[1480] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290.

[1481] In the robot 414, the processor 46 performs the reception output process. A reception output program 60 is stored in the storage 50. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output process is realized by the processor 46 operating as the control unit 46A in accordance with the reception output program 60 executed on the RAM 48.

[1482] Next, a description will be given of the specific processing performed by the specific processing unit 290 of the data processing device 12. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1483] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is configured as follows.

[1484] 1. Providing transportation options accessible to the elderly

[1485] overview

[1486] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user.

[1487] Program processing

[1488] User: Requests transportation from home to a destination using a smartphone app, entering current location information (GPS) and destination information.

[1489] Device: Sends the current location and destination information entered by the user to the server.

[1490] Server: Based on the received information, the server searches the database for nearby AI taxis and, if multiple users request it, suggests sharing a ride. The AI ​​algorithm calculates the optimal route.

[1491] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[1492] User: Board an AI taxi at the specified time and place and travel to the destination with other passengers.

[1493] Specific examples

[1494] For example, when Person A requests transportation to go to the hospital, he or she inputs his or her current location (home) and specifies the destination (hospital). The server searches for nearby AI taxis, and if Person B is also going to the same hospital, the server suggests that Person A and Person B share a ride. The AI ​​algorithm then calculates the optimal route and notifies Person A and Person B. Person A and Person B then get in the same AI taxi and head to their destination.

[1495] 2. Providing a place where seniors can communicate with each other or with young people

[1496] overview

[1497] This system provides a place for communication to promote social participation among the elderly. The server matches the elderly with other users based on their profile information and provides information on places where they can interact.

[1498] Program processing

[1499] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[1500] Device: Sends the entered profile information to the server.

[1501] Server: The received profile information is registered in a database and compared with other users. An AI algorithm is used to select the best match candidates.

[1502] Server: Generates matching results and sends them to the device. Provides users with information on locations where communication is possible.

[1503] Users: Initiate interactions with other users based on the information provided.

[1504] Specific examples

[1505] For example, Person C enters his / her profile information and lists gardening as a hobby. Based on this information, the server matches Person D, who lives nearby and shares the same hobby. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their exchange about gardening.

[1506] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

[1507] The processing flow will be explained below.

[1508] 1. Providing transportation options accessible to the elderly

[1509] Program processing

[1510] Step 1:

[1511] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[1512] Step 2:

[1513] The terminal acquires the user's input information and transmits the current location information and destination information to the server.

[1514] Step 3:

[1515] Based on the current location and destination information received by the server, the server searches the database for nearby AI taxis.

[1516] Step 4:

[1517] The server compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[1518] Step 5:

[1519] The server uses an AI algorithm to calculate the most efficient route for multiple users to share.

[1520] Step 6:

[1521] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[1522] Step 7:

[1523] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[1524] Step 8:

[1525] The user travels to a destination together with other passengers based on an optimal travel route.

[1526] 2. Providing a place where seniors can communicate with each other or with young people

[1527] Program processing

[1528] Step 1:

[1529] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[1530] Step 2:

[1531] The device acquires the entered profile information and transmits it to the server.

[1532] Step 3:

[1533] The server registers the received profile information in a database.

[1534] Step 4:

[1535] The server matches the information of other users in its database to find users who may have mutual interests based on hobbies and interests.

[1536] Step 5:

[1537] The server uses an AI algorithm to select the best match candidates.

[1538] Step 6:

[1539] The server generates a matching result, sends it to the terminal, and notifies the user.

[1540] Step 7:

[1541] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[1542] Step 8:

[1543] Users can message other users through the app or attend in-person gatherings at provided locations.

[1544] Example 1

[1545] Next, a description will be given of Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1546] Currently, there are limited means for elderly people to effectively participate in society, and the lack of opportunities for travel from home to destinations and communication is an issue. In addition, due to the limited options for transportation, there is a need for a system that makes it easier for elderly people to go out freely. In particular, there is a lack of services that allow elderly people to share rides with other users in the neighborhood or provide opportunities for communication to participate in society.

[1547] The specific processing by the specific processing unit 290 of the data processing device 12 in the first embodiment is realized by the following means.

[1548] In this invention, the server includes means for inputting information on the user's current location and destination, means for sending a request from a terminal to the server, means for searching for nearby self-driving vehicles based on the received information and for suggesting ride-sharing if multiple users have made requests, means for calculating the optimal route using an AI algorithm, means for sending the calculated route to the terminal and notifying the user of scheduled service information, and means for guiding the user to a specified time and place and traveling to the destination together with other passengers. This makes it possible to improve the convenience of mobility for the elderly and increase opportunities for them to participate in society.

[1549] "Users" refers to elderly people and general users of the system.

[1550] "Current location" refers to the actual location information at the time the user is using the system.

[1551] "Destination" refers to information about the end point to which the user wishes to travel.

[1552] "Terminal" refers to the electronic device (e.g., smartphone or tablet) used by a user to access the system.

[1553] "Server" refers to a computer device that performs central management of a system.

[1554] A "request" refers to the request information that a user inputs their current location and destination and sends to the server.

[1555] "Autonomous vehicles" refer to taxis, shuttles, and other transportation vehicles that are equipped with artificial intelligence and operate under their own control.

[1556] "Ride-sharing" refers to multiple users sharing the same self-driving vehicle to reach a destination.

[1557] "AI algorithm" refers to a calculation method that uses artificial intelligence technology to process data, optimize routes, and perform matching checks.

[1558] "Profile Information" refers to personal information (e.g., hobbies, work history, name) that a user enters into the system.

[1559] "Matching" refers to the process of selecting the most suitable candidate to interact with based on the compatibility between users.

[1560] "Place of Communication" means a physical or online location provided for users to interact and converse with one another.

[1561] "Encryption" refers to the technology of transforming information into a form that cannot be understood by third parties in order to ensure data security.

[1562] MODE FOR CARRYING OUT THE INVENTION

[1563] This invention is a system that provides a place where elderly people can live comfortably and actively participate in society, and its purpose is to provide a place for transportation and communication in particular. This system operates in cooperation with three entities: a server, a terminal, and a user, and is implemented based on a specific hardware and software configuration.

[1564] 1. Provision of transportation

[1565] overview

[1566] This system provides transportation that allows elderly people to move around efficiently. The server receives user requests, searches for nearby self-driving vehicles, and calculates and notifies the user of the optimal route.

[1567] Hardware and Software Used

[1568] Hardware: Smartphone (used by users), Server (for central management)

[1569] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (route calculation and matching)

[1570] Specific examples

[1571] A user uses a smartphone app to request transportation from home to the hospital. The specific prompt is, "Send a request for transportation from home to the hospital. Your current location will be automatically obtained, but please enter your destination." The device obtains the user's current location using GPS and automatically sends it to the server. The server retrieves information about nearby autonomous vehicles from a database and suggests carpooling if multiple users request it. It then uses an AI algorithm to calculate the optimal route. This calculated route information is sent to the device, and the user is notified of the scheduled transportation information. The user boards the autonomous vehicle at the specified time and place and travels to their destination with other passengers.

[1572] 2. Providing a place for communication

[1573] overview

[1574] This system provides a place for elderly people to communicate and promote their participation in society. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[1575] Hardware and Software Used

[1576] Hardware: Smartphone (used by users), Server (for central management)

[1577] Software: Smartphone app (user interface), server application (backend processing), database (information storage and management), AI algorithm (matching)

[1578] Specific examples

[1579] A user uses a smartphone app to enter personal profile information (e.g., name, age, hobbies, past work history, etc.). The device encrypts this information and sends it to the server. An example prompt might be, "Please tell us that your hobby is gardening. We will match you with other users." The server then checks the database and compares it with other users' profile information. An AI algorithm selects the user whose hobbies and work history best match the user. The device is notified of the match results, which also includes information about where the interaction can take place (e.g., a local community center, online forum, etc.). The user can then start interacting with other users based on the information provided. For example, a user can make a reservation to attend a gardening event within the app and meet at the community center on the day.

[1580] The above is a specific description of the embodiment of the present invention. It is expected that this system will improve the quality of life of elderly people and promote their participation in society.

[1581] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1582] (Transportation Provision) Processing Steps

[1583] Step 1:

[1584] User: Opens the app on their smartphone and enters their current location and destination information via text boxes or voice input, and their current location information is automatically obtained using GPS.

[1585] Input: Current location and destination information.

[1586] Output: The request data.

[1587] Step 2:

[1588] On the device: The current location and destination information entered by the user is sent to the server, where data is encrypted before being sent.

[1589] Input: Request data.

[1590] Output: The encrypted request data.

[1591] Step 3:

[1592] Server: Decodes the received request data and accesses a database to search for information on nearby autonomous vehicles. If multiple users make requests, an AI algorithm is used to suggest ride-sharing.

[1593] Input: The encrypted request data.

[1594] Output: A list of candidate autonomous vehicles.

[1595] Step 4:

[1596] Server: Calculates the optimal route using an AI algorithm. If multiple users request a ride-sharing, the server optimizes the route taking this into account.

[1597] Input: candidate list of autonomous vehicles, current location information, and destination information.

[1598] Output: Optimal route data.

[1599] Step 5:

[1600] Server: Sends calculated route data to the device and notifies the user of scheduled trip information, including the route, scheduled time, pick-up point, and taxi license plate number.

[1601] Input: Optimal route data.

[1602] Output: Schedule information.

[1603] Step 6:

[1604] User: Boards a self-driving vehicle at the designated pickup point and time. The app also provides guidance on maintaining appropriate social distancing with other passengers.

[1605] Input: Schedule information.

[1606] Output: Start of movement.

[1607] (Providing a place for communication) processing steps

[1608] Step 1:

[1609] User: Opens the smartphone app and enters profile information (e.g., name, age, hobbies, past work experience, etc.). Users are also required to enter keywords related to specific hobbies and interests.

[1610] Input: User profile information.

[1611] Output: Profile data.

[1612] Step 2:

[1613] On your device: The profile data you enter is encrypted and sent to the server. The data is sent in real time, so it is delivered to the server immediately after you enter it.

[1614] Input: Profile data.

[1615] Output: Encrypted profile data.

[1616] Step 3:

[1617] Server: Decodes the received profile data and registers it in a database. It compares it with the profile information of other users and uses an AI algorithm to select the best match candidates.

[1618] Input: Encrypted profile data.

[1619] Output: A list of possible matches.

[1620] Step 4:

[1621] Server: Generates matching results based on the collated information. Then, it sends the results to the device and notifies the user. The notification also includes information about where the interaction can take place (e.g., local community centers, online forums, etc.).

[1622] Input: A list of possible matches.

[1623] Output: Matching result data, interaction location information.

[1624] Step 5:

[1625] User: Based on the information provided, users can start interacting with other users. For example, users can make a reservation within the app to attend an event at a local community center and meet face-to-face at the center on the day.

[1626] Input: Matching result data, interaction location information.

[1627] Output: AC start.

[1628] (Application example 1)

[1629] Next, a description will be given of Application Example 1. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1630] In order to promote social participation and improve the quality of life for the elderly, it is important to provide safe and efficient transportation and opportunities for communication. However, the current system does not adequately optimize transportation, limiting the ways in which elderly people can efficiently reach their destinations. In addition, opportunities for communication between elderly people and between elderly people and younger people are limited, hindering social participation. This issue needs to be resolved.

[1631] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 1 is realized by the following means.

[1632] In this invention, the server includes a means for calculating an optimal route using an AI algorithm, a means for calculating an optimal route using the Dijkstra algorithm or the A algorithm, and a means for analyzing input information using a generative AI model and making appropriate suggestions to the user. This enables elderly people to use safe and efficient transportation, promotes communication with other users, and enables them to participate in society.

[1633] "User" refers to people who use the system to receive transportation and communication services.

[1634] "Current location" refers to location information that can be determined by a user using a smartphone or other device.

[1635] "Destination" refers to the location to which a user wishes to travel using the system.

[1636] "Ride-sharing" refers to a means of multiple users traveling together to the same or nearby destinations.

[1637] "Route of travel" refers to the optimal route a user takes to reach their destination.

[1638] "AI algorithm" refers to an algorithm that uses artificial intelligence to analyze data and make decisions.

[1639] The "Dijkstra algorithm" refers to an algorithm for calculating the shortest path based on graph theory.

[1640] "A algorithm" refers to an algorithm that calculates the shortest path using heuristics to improve execution efficiency.

[1641] "Profile information" refers to data that compiles personal information such as a user's attributes, hobbies, and interests.

[1642] "Matching" refers to the process by which the system identifies and connects users with other users who share common interests and goals based on their profile information.

[1643] A "generative AI model" refers to a model that uses artificial intelligence to analyze input information and make appropriate suggestions to users.

[1644] "Communication space" refers to a place or online platform where users can interact with each other and exchange information.

[1645] This invention is a system that provides a means of transportation that allows elderly people to travel efficiently and safely from their homes to their destinations, and promotes communication between elderly people and between elderly people and younger people. This system consists of three main components: a server, a terminal (a smartphone or other device), and a user.

[1646] 1. Providing transportation options accessible to the elderly

[1647] overview

[1648] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives the user's request, calculates the optimal route, and notifies the user.

[1649] Server processing

[1650] The server first receives the user's current location and destination information, which is sent from the device. Based on the received information, the server consolidates requests from multiple users and suggests carpooling if multiple destinations are close to each other. Next, the server uses an AI algorithm (such as the Dijkstra algorithm or the A algorithm) to calculate the optimal route. The calculation result is sent to the device and notified to the user.

[1651] Hardware and software used

[1652] Smartphone: Use the Android or iOS app to enter your current location and destination information.

[1653] Server: Uses a web server (e.g., Nginx) or application server (e.g., Flask, Django) to process information and calculate routes.

[1654] AI algorithm: Optimal driving route calculation using Dijkstra algorithm and A algorithm.

[1655] Specific examples

[1656] For example, if a user wants to go to the hospital, they open the smartphone app and input their current location (home) and destination (hospital). The server considers the information of other users who have received requests at the same time and suggests a ride-sharing option. The server then uses an AI algorithm to calculate the optimal route and notify both users.

[1657] 2. Providing a place where seniors can communicate with each other or between seniors and young people

[1658] overview

[1659] It provides a place for communication to promote social participation among the elderly. The server matches elderly people with other users based on their profile information and provides information on places where they can interact.

[1660] Server processing

[1661] The user enters profile information (e.g., past work history and hobbies) and sends it from the device to the server. The server registers the received profile information in a database and compares it with other users. The generative AI model selects the most suitable match candidate and sends the result to the device to notify the user.

[1662] Hardware and software used

[1663] Smartphone: Enter your profile information and send it to the server.

[1664] Server: Registers profile information in a database and performs matching processes.

[1665] Generative AI model: Analyzes input information and selects appropriate users.

[1666] Specific examples

[1667] For example, if a user indicates in their profile information that they are interested in gardening, the server can match them with other users who share the same interest and provide information about local community centers and online forums, making it easy for people with common interests to connect.

[1668] Prompt Sentence Examples

[1669] "The user inputs their current location and destination into a smartphone app and sends a request. The server uses an AI algorithm to calculate the optimal route based on the received request data. The server then notifies the user of the calculated route, and the user boards the self-driving vehicle at the specified location and time."

[1670] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1671] Step 1:

[1672] The user starts the smartphone app and requests transportation from home to a destination. The user turns on the GPS and provides the app with their current location information. They also input their destination (such as a hospital or shopping destination).

[1673] Input: Current location (GPS) and destination information

[1674] Output: User travel request data

[1675] Step 2:

[1676] The terminal (smartphone) sends the current location and destination information entered by the user to the server.

[1677] Input: User travel request data

[1678] Output: Request sent to server

[1679] Step 3:

[1680] The server searches the database for nearby self-driving vehicles based on the received user's current location and destination information. If there are multiple requests from users, the server suggests sharing a ride.

[1681] Input: Request data to the server

[1682] Output: Nearby autonomous vehicles and ride-sharing information

[1683] Step 4:

[1684] The server uses AI algorithms (Dijkstra algorithm and A algorithm) to calculate the optimal driving route.

[1685] Input: Nearby autonomous vehicles and rideshare information

[1686] Output: Optimal driving route

[1687] Step 5:

[1688] The server transmits the calculated optimum route information to the user's terminal and notifies the user of the operation schedule information.

[1689] Input: Optimal driving route

[1690] Output: Schedule information to user terminal

[1691] Step 6:

[1692] The user boards an autonomous vehicle at a designated time and place and travels to their destination with other passengers.

[1693] Input: Schedule information from the server

[1694] Output: Boarding an autonomous vehicle and transportation to your destination

[1695] Step 7:

[1696] The user uses the app to enter profile information (e.g., past work history and hobbies) and sends it from the device to the server.

[1697] Input: Profile information

[1698] Output: Send profile information to the server

[1699] Step 8:

[1700] The server registers the received profile information in a database and compares it with other users. The generative AI model selects the best match candidates and sends the results to the user's device to notify them.

[1701] Input: Profile information

[1702] Output: Match candidates and notifications

[1703] Step 9:

[1704] Based on the notification information from the server, the user starts interacting with other users in a communication space.

[1705] Input: Match candidates and notifications

[1706] Output: Start communication with other users

[1707] Furthermore, an emotion engine that estimates the user's emotion may be further combined. That is, the identification processing unit 290 may estimate the user's emotion using the emotion identification model 59, and perform identification processing using the user's emotion.

[1708] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication spaces. Furthermore, by combining it with an emotion engine, it is possible to provide services tailored to the user's emotions and stress level. This system operates in cooperation with four entities: a server, a terminal, a user, and an emotion engine, and is configured as follows:

[1709] 1. Providing transportation options accessible to the elderly

[1710] overview

[1711] This system provides transportation for elderly people to travel efficiently from their homes to their destinations (such as hospitals or shopping malls). The server receives user requests, calculates the optimal route, and notifies the user. The emotion engine also analyzes the user's emotions and stress levels, and provides optimal services based on these.

[1712] Program processing

[1713] User: Requests transportation from home to a destination using a smartphone app. Enters current location information (GPS) and destination information.

[1714] Terminal: Obtains user input information and analyzes the user's emotional state using the emotion engine. Sends current location information, destination information, and emotional information to the server.

[1715] Server: Searches for nearby AI taxis from a database based on the received current location information, destination information, and emotion information.

[1716] Server: Compares the request information of other users who also wish to use the service and extracts users whose destinations are close by.

[1717] Server: Using the results of the AI ​​algorithm and emotion engine, calculates the most efficient and comfortable route for multiple passengers to share.

[1718] Server: Sends the calculated route to the device and notifies the user of the scheduled route information.

[1719] User: Check the app and arrive at the specified time and location to board the AI ​​taxi.

[1720] User: Travel with other passengers to their destination based on the best route.

[1721] Specific examples

[1722] For example, when Person A requests transportation to go to the hospital, he or she inputs their current location (home) and specifies the destination (hospital). The device analyzes Person A's emotional state and determines that they are relatively relaxed. The server searches for nearby AI taxis and, referring to the results of the emotion engine, suggests sharing the ride with Person B. Because both Person A and Person B are relaxed, the route is optimized to ensure a stress-free ride. The calculated route is then notified, and Person A and Person B get into the same AI taxi and head to their destination.

[1723] 2. Providing a place where seniors can communicate with each other or with young people

[1724] overview

[1725] This system provides a place for communication among seniors to promote their social participation. The server matches seniors with other users based on their profile information and provides information on places where they can interact. It also uses an emotion engine to analyze the user's emotional state and make appropriate matches.

[1726] Program processing

[1727] User: Uses the app to enter their profile information (e.g., past work experience, hobbies).

[1728] Terminal: The entered profile information and the emotional information analyzed by the emotion engine are sent to the server.

[1729] Server: Registers the received profile information and emotion information in a database.

[1730] Server: Matches information about other users in a database to find users with whom you may have mutual interests based on hobbies, interests, and emotional state.

[1731] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine.

[1732] Server: Generates matching results, sends them to the device, and notifies the user. Provides users with information about locations where communication is possible.

[1733] Users: Initiate interactions with other users based on the information provided.

[1734] Specific examples

[1735] For example, Person C enters his / her profile information and lists gardening as a hobby. The device analyzes Person C's emotional state and determines that he / she is calm. Based on this information, the server matches Person D, who lives nearby and has the same hobby and is in a calm emotional state. The server then provides information about nearby communication venues (for example, local community centers or online forums). Person C and Person D use these venues to deepen their conversation about gardening while relaxing together.

[1736] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[1737] The processing flow will be explained below.

[1738] 1. Providing transportation options accessible to the elderly

[1739] Program processing

[1740] Step 1:

[1741] A user opens a smartphone app and requests transportation from their home to a destination (e.g., a hospital). They input their current location (GPS) and destination information.

[1742] Step 2:

[1743] The device receives user input and analyzes the user's emotional state using an emotion engine, which identifies the user's emotions through facial expression recognition and voice analysis.

[1744] Step 3:

[1745] The terminal transmits current location information, destination information, and emotional state data to the server.

[1746] Step 4:

[1747] The server searches for nearby AI taxis from a database based on the current location and destination information received, and also takes into account the user's emotional state.

[1748] Step 5:

[1749] The server compares the request information of other users who wish to use the service at the same time and extracts users whose destinations are close by.

[1750] Step 6:

[1751] The server uses the results of AI algorithms and emotion engines to calculate the optimal route, proposing the most efficient and comfortable ride-sharing. For users who need to relax, priority is given to sharing rides with other relaxed users.

[1752] Step 7:

[1753] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[1754] Step 8:

[1755] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[1756] Step 9:

[1757] The user travels to their destination along with other passengers based on the optimal route, and a comfortable environment is maintained during the journey according to the user's emotional state.

[1758] 2. Providing a place where seniors can communicate with each other or with young people

[1759] Program processing

[1760] Step 1:

[1761] A user uses the app to enter their profile information (e.g., past work history and hobbies).

[1762] Step 2:

[1763] The device retrieves the entered profile information and analyzes the user's emotional state with an emotion engine, which identifies emotions through facial expression recognition and voice analysis.

[1764] Step 3:

[1765] The terminal transmits profile information and emotional state data to the server.

[1766] Step 4:

[1767] The server registers the received profile information and emotional state information in a database.

[1768] Step 5:

[1769] The server matches the information of other users in its database to find users with whom you may have mutual interests based on your hobbies, interests and emotional state.

[1770] Step 6:

[1771] The server uses the results of the AI ​​algorithm and emotion engine to select the best match candidates, taking into account the user's emotional state and prioritizing users who are compatible.

[1772] Step 7:

[1773] The server generates a matching result, sends it to the terminal, and notifies the user.

[1774] Step 8:

[1775] Based on the matching results, the server provides information on places where communication is possible (e.g., online forums or local meeting places).

[1776] Step 9:

[1777] Users message with other users through the app or participate in in-person gatherings at provided locations, and their emotional state is used to encourage comfortable interactions.

[1778] Specifically, if person C enters gardening as a hobby in their profile and the emotion engine determines that they are relaxed, the server will use this information to match them with person D, a nearby person with the same hobby. Because person D is also in a relaxed state, information about a local community center as a place to interact is provided, allowing person C and person D to deepen their relationship about gardening in a peaceful environment.

[1779] The above is a specific description of an embodiment of the present invention. This system is expected to improve the quality of life of elderly people and promote their participation in society. Furthermore, by providing services that take into account the user's emotional state, a more comfortable and satisfying experience can be achieved.

[1780] Example 2

[1781] Next, a description will be given of Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1782] When elderly people move around, they often feel anxious about their means of transportation and feel isolated. They may also find it difficult to communicate with other people in their daily lives and participate in society. Furthermore, depending on their emotional state, the proposed means of transportation or communication opportunities may not be appropriate. There is a need to provide a system that solves these issues and allows elderly people to move around safely and participate in society.

[1783] The identification process by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. In this invention, the server includes: means for inputting current location information and destination information of a user; means for analyzing an emotional state based on the input information; means for suggesting a ride-sharing when multiple users' destinations are close to each other while taking the emotional state into consideration; means for calculating an optimal travel route using an AI algorithm based on the proposed ride-sharing; means for notifying users based on the calculated travel route; means for inputting profile information of the elderly person; means for analyzing the emotional state based on the input profile information; means for matching with other users while taking the emotional state into consideration; means for providing the matched user with information on places where communication is possible; and means for suggesting a ride-sharing with nearby users based on the acquired information and emotional state. This enables elderly people to travel safely and participate in society while communicating appropriately with others.

[1784] "Users" are seniors and other users of the system.

[1785] "Current location information" refers to data about the user's current location, such as GPS information obtained from the user's smartphone or other device.

[1786] "Destination information" is information relating to the destination to which the user wishes to travel.

[1787] "Input means" refers to a device or application that is an apparatus or interface that allows a user to provide current location information or destination information to the system.

[1788] "Emotional state" refers to the user's psychological state analyzed by the emotion engine, such as relaxed or tense.

[1789] An "emotion engine" is software or hardware for analyzing a user's emotional state and providing the results.

[1790] An "AI algorithm" is an artificial intelligence method that calculates optimal routes and matching based on input data and conditions.

[1791] The "operation route" is the optimal route for moving a user from their current location to their destination.

[1792] "Profile information" refers to information provided by a user, such as past work history, hobbies, interests, etc.

[1793] "Matching" is the process by which the system finds users who may have mutual interests with other users based on their profile information and emotional state.

[1794] "Communicating" refers to activities in which two or more users exchange information or engage in dialogue.

[1795] "Place information" is information about places users can visit to communicate, such as community centers or online forums.

[1796] This invention is a system for providing an environment where elderly people can live comfortably and actively participate in society. This system is particularly characterized by providing transportation and communication opportunities, and by combining it with an emotion engine, it can provide services that correspond to the user's emotions and stress level. Below, we will explain the roles of each entity - the server, terminal, and user - and the specific processing that goes into them.

[1797] Providing transportation options accessible to the elderly

[1798] The system's program uses devices such as smartphones and tablets, a server, and emotion engine software. The user first uses a smartphone app to request transportation from their home to a destination. The request includes their current location (obtained via GPS) and destination information.

[1799] The device collects the current location and destination information entered by the user, and then analyzes the user's emotional state using an emotion engine (e.g., emotion recognition software from Affectiva). This information is then sent from the device to the server.

[1800] Based on the received information, the server searches a database for nearby AI taxis. In doing so, the server also takes into account the analysis results of the emotion engine to propose optimal ride-sharing. The server compares the request information with that of other users who wish to travel at the same time, and extracts users with nearby destinations.

[1801] The server then uses an AI algorithm (such as Google AI's routing algorithm) to calculate the most efficient and comfortable route for multiple passengers. The calculated route is sent to the terminal, and the user is notified of the scheduled service information.

[1802] The user checks the app, arrives at the designated time and place, and boards the AI ​​taxi, which, together with other passengers, reaches its destination based on the calculated optimal route.

[1803] Specific examples

[1804] For example, Person A enters a travel request to go to the hospital in the app. The device collects information from Person A's home to the hospital and the analysis results of an emotion engine (such as Affectiva), and sends them to the server. The server searches for nearby AI taxis and confirms that Person B (another user with the same destination) is also relaxed. The server then calculates the optimal route and notifies Person A and Person B. The two arrive at the specified time and place and head to the hospital together in an AI taxi.

[1805] Providing a place where seniors can communicate with each other or with young people

[1806] The system's program utilizes a device, a server, and emotion engine software. Users use the app to input their profile information (e.g., past work history and hobbies). The device collects this information and emotion information analyzed by the emotion engine and sends it to the server.

[1807] The server registers the received profile information and emotional information in a database and compares it with the information of other users. It matches users with similar hobbies, interests, and emotional states, and searches for users who may be interested in each other.

[1808] The system selects the best match candidates based on the results of the AI ​​algorithm and emotion engine, and generates matching results. The matching results are then sent to the device, and the user is provided with information on locations where communication is possible. The user can then begin interacting with other users based on the information provided.

[1809] Specific examples

[1810] For example, Person C enters his / her profile information and lists gardening as a hobby. The device collects Person C's information and emotional state (e.g., judged to be calm) and sends it to the server. At the same time, the server searches for Person D, who lives nearby and has the same hobby and is calm, and matches them. The server then provides Person C and Person D with information about places where they can interact (e.g., a local community center). Person C and Person D use this opportunity to deepen their exchange about gardening.

[1811] Example prompt

[1812] Movement request prompt:

[1813] "Person A (an elderly person) is requesting an AI taxi to go from his / her home to the hospital. The current location is Person A's home, and the destination is the hospital. According to the emotion engine, Person A is relaxed. Person B, who has also requested the same destination, is also relaxed, so please calculate the optimal route."

[1814] Communication prompt:

[1815] "Mr. C (an elderly person) has filled out his profile on the app and listed gardening as his hobby. According to the emotion engine, Mr. C is calm. Mr. D, a neighbor who shares the same hobby as Mr. C, is also calm, so please suggest a place where these two can interact."

[1816] The above is a specific embodiment for carrying out this invention. It is expected that this system will improve the quality of life of the elderly and promote their participation in society. Furthermore, by providing services using the emotion engine, a more comfortable and satisfying experience will be realized.

[1817] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1818] Providing transportation options accessible to the elderly

[1819] Step 1:

[1820] User: The user launches the app on their smartphone, presses the "Request a trip" button, and enters their current location (GPS information) and destination. For example, they enter their home address and the address of a hospital into the app. The entered data is sent to the device.

[1821] Input: Current location and destination information entered by the user

[1822] Output: Current location and destination information sent to the device

[1823] Step 2:

[1824] Terminal: Receives the current location and destination information entered by the user and analyzes the user's emotional state using an emotion engine (such as Affectiva). For example, it analyzes the user's facial expressions and voice to determine whether they are relaxed or nervous. The emotional state is analyzed and the data is sent to the server.

[1825] Input: Received current location information, destination information, user's emotional state

[1826] Output: Current location information, destination information, emotion information to be sent to the server

[1827] Step 3:

[1828] Server: Searches for nearby AI taxis from the database based on the received current location, destination, and emotion information. Extracts the "nearest available taxi from the current location" using SQL queries, etc. It also compares the request information of other users.

[1829] Input: Received current location information, destination information, emotion information

[1830] Output: Search results for nearby AI taxis, and requests from other users

[1831] Step 4:

[1832] Server: Compares the request information of other users and extracts users with nearby destinations. For example, if multiple users are requesting a nearby hospital at the same time, their requests will be processed together.

[1833] Input: Request information of other users

[1834] Output: A list of users with nearby destinations

[1835] Step 5:

[1836] Server: Using the results of an AI algorithm (such as Google AI's routing algorithm) and an emotion engine, the server calculates the most efficient and comfortable route for multiple users. The server also takes into account the user's emotional state when calculating the route, and selects the route that minimizes stress. The calculation results are generated.

[1837] Input: List of users with nearby destinations, emotional information

[1838] Output: Calculated optimal driving route

[1839] Step 6:

[1840] Server: Sends the calculated route to the device and notifies the user of scheduled trip information, such as the start time, pick-up location, and estimated time of arrival at the destination.

[1841] Input: Calculated driving route

[1842] Output: Schedule information sent to the device

[1843] Step 7:

[1844] User: Check the scheduled service information, arrive at the specified time and location, and board the AI ​​taxi. Use the smartphone's GPS navigation to head to the pickup location.

[1845] Input: Flight schedule information

[1846] Output: Arrive at the pickup location and board the AI ​​taxi

[1847] Step 8:

[1848] User: Travels with other passengers to their destination based on the optimal route. Stress levels are monitored in real time during the journey and the route is adjusted as needed.

[1849] Input: Route information

[1850] Output: Arrived at destination

[1851] Providing a place where seniors can communicate with each other or with young people

[1852] Step 1:

[1853] User: Uses the app to enter their profile information (e.g., past work history and hobbies). The entered information is sent to the device.

[1854] Input: Profile information entered by the user

[1855] Output: Profile information sent to the device

[1856] Step 2:

[1857] Device: Analyzes the user's emotional state using the entered profile information and emotion engine. The user's profile information and emotional state data are sent to the server.

[1858] Input: Received profile information, user emotional state

[1859] Output: Profile information and emotion information sent to the server

[1860] Step 3:

[1861] Server: The received profile information and emotional information are registered in a database and compared with the information of other users. SQL queries are used to search for users with matching hobbies, interests, and emotional states.

[1862] Input: Received profile information, emotional information

[1863] Output: Information registered in the database, list of matching users

[1864] Step 4:

[1865] Server: Selects the best match candidates based on the results of the AI ​​algorithm and emotion engine. Calculates the selected match candidates and their fitness.

[1866] Input: list of matching users, sentiment information

[1867] Output: A list of the best matching candidates

[1868] Step 5:

[1869] Server: Generates matching results, sends them to the device, notifies the user, and provides appropriate communication channels (e.g., local community centers or online forums).

[1870] Input: A list of best matching candidates

[1871] Output: Matching results and communication venue information sent to the device

[1872] Step 6:

[1873] Users: Start interacting with other users based on the information they provide, either by visiting designated community centers or participating in online forums.

[1874] Input: Matching results, information on communication venues

[1875] Output: AC start

[1876] (Application example 2)

[1877] Next, a description will be given of Application Example 2. In the following description, the data processing device 12 will be referred to as a "server" and the robot 414 will be referred to as a "terminal."

[1878] The problem to be solved by this invention is to provide transportation and communication opportunities that are accessible to the elderly, while at the same time providing optimal services that take into account the emotional state of the user. In particular, the aim is to realize a comfortable mobility and communication experience that makes it easier for the elderly to participate in society. Conventional systems provide services without taking into account the emotional state, or only perform simple matching, making it difficult to improve user satisfaction.

[1879] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[1880] In this invention, the server includes a means for inputting information on the user's current location and destination, a means for suggesting ride-sharing when multiple users' destinations are close, a means for analyzing the user's emotional state, and a means for providing optimal services based on the emotional state, thereby enabling the provision of efficient travel routes and the optimization of communication spaces that take the user's emotions into consideration.

[1881] "User's current location information" refers to the location information of the user's current location, which is obtained using GPS, Wi-Fi, cell tower information, etc.

[1882] "Destination Information" refers to location information of a destination to which a user wishes to travel, including locations manually entered by the user or preset locations.

[1883] "Ride-sharing" refers to multiple users using the same means of transportation (such as a taxi or bus) to travel to the same or nearby destinations.

[1884] "Route" refers to the route that a vehicle will take to get the user to their destination. The optimal route is calculated.

[1885] "Notification" means the act of informing a User of a system-calculated route or other information, including in-app messages and push notifications.

[1886] "Emotional state" refers to a user's current state of mind or mood, and is collected and analyzed through methods such as facial recognition and self-reporting.

[1887] "Emotion engine" refers to software or algorithms that analyze a user's emotional state, thereby measuring the user's mood and stress level.

[1888] "Profile information" refers to a user's basic information, interests, past activity history, etc. This information is used to match users with other users.

[1889] "Matching" refers to the act of the system searching for and introducing other users with mutual interests based on a user's profile information and emotional state.

[1890] "Places of communication" refers to places and services where users can interact with each other and exchange ideas and information. This includes online forums and physical community centers.

[1891] This invention is a system for providing a place where elderly people can live comfortably and actively participate in society, and is characterized by providing transportation and communication opportunities. In addition, by combining it with an emotion engine, it is possible to provide services that correspond to the user's emotions and stress level. Specific embodiments for implementing this invention are described below.

[1892] Providing transportation

[1893] The server calculates the optimal route based on the user's current location and destination information and provides a means to notify the user. When a user requests transportation, the device obtains the user's current location and destination information, analyzes the user's emotional state using an emotion engine, and sends the data to the server. The server searches the system database for nearby AI taxis and suggests sharing the ride with other users while referring to the emotion engine's results. The server uses an AI algorithm to calculate the most efficient and comfortable route for multiple users to share, and sends the route to the device and notifies the user. For example, when Person A requests transportation to go to the hospital, the server takes Person A's relaxed emotional state into consideration and suggests sharing the ride with Person B. As a result, Person A and Person B ride in the same AI taxi and arrive at their destination comfortably.

[1894] Providing a place for communication

[1895] The server matches users with other users based on their profile information and has a means of providing information on places where they can interact. When a user enters their profile information into the app, their device sends that information and emotional information analyzed by an emotion engine to the server. The server registers the received information in a database and compares it with information on other users. It searches for users who may have mutual interests based on hobbies, interests, and emotional state, and performs optimal matching using an AI algorithm and emotion engine. As a result, matched users are provided with information on places where they can communicate. For example, if person C is interested in gardening, the server will match them with person D, who is in a calm emotional state, and the two can interact about gardening at a local community center.

[1896] Hardware and software used

[1897] The system is implemented using software and hardware such as a smartphone, server, emotion engine, AI taxi, facial recognition library (e.g., OpenCV), database access module, and Python. For example, the smartphone camera is used to capture the user's emotional state, which is then analyzed using the facial recognition library. The server then analyzes the received data using the emotion engine and calculates the optimal route and matching. The calculated data is then sent back to the device and provided to the user.

[1898] Prompt Sentence Examples

[1899] "Use the following sentiment analysis data to generate the best content to serve your users:

[1900] Emotion data: 'Emotion: Relaxed, Intensity: 70'

[1901] In this way, it will be possible to provide users with optimized means of transportation and communication opportunities to ensure a comfortable experience.

[1902] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1903] Step 1:

[1904] A user uses a smartphone app to request transportation from their home to a destination.

[1905] Input: Enter your current location (GPS) and destination information into the app.

[1906] Output: Get the information your application needs from the user.

[1907] What it does: The user uses GPS to automatically enter their current home location and manually enters the hospital address as their destination.

[1908] Step 2:

[1909] The device acquires the user's current location and destination information, and analyzes the user's emotional state using an emotion engine.

[1910] Input: Captured current location, destination, and facial recognition camera data.

[1911] Output: The user's emotional state as analyzed by the emotion engine.

[1912] Specific operation: A face is photographed with a smartphone camera, and the emotional state (relaxed, stressed, etc.) is analyzed using shape recognition technology (OpenCV, etc.), and the analysis results are compiled into a single dataset.

[1913] Step 3:

[1914] The terminal transmits the acquired information to the server.

[1915] Input: Current location information, destination information, and emotional state data.

[1916] Output: The consolidated data sent to the server.

[1917] What it does: Your smartphone uploads data to the server (using Wi-Fi or 4G / 5G), which receives it and uses it for further processing.

[1918] Step 4:

[1919] Based on the data received by the server, nearby transportation options are searched for.

[1920] Input: Current location information, destination information, and emotional state data.

[1921] Output: Nearby AI taxi information retrieved from the database.

[1922] Specific operation: The server accesses the database and searches for the AI ​​taxi closest to the user.

[1923] Step 5:

[1924] The server compares the request information of other users and extracts other users whose destinations are close by.

[1925] Input: Received user location information, destination information, and emotional state data.

[1926] Output: A list of other users who are close to your destination.

[1927] What happens: The server searches the database for other requests and matches them with users who are available at the same time.

[1928] Step 6:

[1929] The server uses the results of the AI ​​algorithm and emotion engine to calculate the optimal route.

[1930] Input: Current location information, destination information, emotional state data, and other user information.

[1931] Output: Optimized driving route.

[1932] How it works: The server's AI simulates multiple routes and selects the optimal route based on traffic conditions and emotional state.

[1933] Step 7:

[1934] The server transmits the calculated route to the terminal and notifies the user of the scheduled operation information.

[1935] Input: Optimized driving route.

[1936] Output: Route information sent to the user's smartphone.

[1937] Specific operation: The server sends a notification to the smartphone, allowing the user to check the operation status through the app.

[1938] Step 8:

[1939] The user checks the app, arrives at the specified time and place, and boards the AI ​​taxi.

[1940] Enter: smartphone app notifications.

[1941] Output: The passenger arrives at the specified location and boards the AI ​​taxi.

[1942] Specific operation: The user checks the information notified in the app and arrives at the specified pickup location and time.

[1943] Step 9:

[1944] Travel to your destination with other passengers based on the optimal route.

[1945] Input: Optimized route and other user information.

[1946] Output: The user arrives at the destination.

[1947] Specific operation: The AI ​​taxi begins traveling based on the optimal route obtained from the server, and all passengers arrive at their destinations efficiently.

[1948] The specific processing unit 290 transmits the result of the specific processing to the robot 414. In the robot 414, the control unit 46A causes the speaker 240 and the control target 443 to output the result of the specific processing. The microphone 238 acquires voice indicating a user input regarding the result of the specific processing. The control unit 46A transmits voice data indicating the user input acquired by the microphone 238 to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the voice data.

[1949] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (Internet Search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search <url: https: gemini.google.com ?hl="ja">) and other generation AIs. The data generation model 58 is obtained by performing deep learning on a neural network. A prompt including an instruction is input to the data generation model 58, and inference data such as voice data indicating voice, text data indicating text, and image data indicating an image is also input. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt, and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization.

[1950] In the above embodiment, an example was given in which the specific processing is performed by the data processing device 12, but the technology of the present disclosure is not limited to this, and the specific processing may be performed by the robot 414.

[1951] The emotion identification model 59 as an emotion engine may determine the user's emotion according to a specific mapping. Specifically, the emotion identification model 59 may determine the user's emotion according to an emotion map (see FIG. 9), which is a specific mapping. Similarly, the emotion identification model 59 may determine the robot's emotion, and the identification processing unit 290 may perform identification processing using the robot's emotion.

[1952] FIG. 9 is a diagram illustrating an emotion map 400 on which multiple emotions are mapped. In the emotion map 400, emotions are arranged in concentric circles radiating from the center. Emotions closer to the center of the concentric circles are more primitive. Emotions representing states and actions arising from a state of mind are arranged on the outer edges of the concentric circles. The concept of emotion includes both affect and mental states. Emotions generally generated from reactions occurring in the brain are arranged on the left side of the concentric circles. Emotions generally induced by situational judgment are arranged on the right side of the concentric circles. Emotions generally generated from reactions occurring in the brain and induced by situational judgment are arranged on the upper and lower sides of the concentric circles. Furthermore, the emotion of "pleasure" is arranged on the upper side of the concentric circles, and the emotion of "discomfort" is arranged on the lower side. In this way, in the emotion map 400, multiple emotions are mapped based on the structure by which emotions are generated, and emotions that tend to occur simultaneously are mapped close to each other.

[1953] These emotions are distributed in the 3 o'clock direction on emotion map 400, and typically fluctuate between relief and anxiety. In the right half of emotion map 400, situational awareness dominates over internal sensations, resulting in a sense of calm.

[1954] The inside of emotion map 400 represents what is going on in the mind, and the outside of emotion map 400 represents behavior, so the further you go outside emotion map 400, the more visible the emotions become (the more they are expressed in behavior).

[1955] Human emotions are based on various balances, such as posture and blood sugar levels. When these balances deviate from the ideal, a state of discomfort is indicated, and when they approach the ideal, a state of pleasure is indicated. Emotions can also be created for robots, automobiles, and motorcycles, based on various balances, such as posture and remaining battery life. When these balances deviate from the ideal, a state of discomfort is indicated, and when they approach the ideal, a state of pleasure is indicated. An emotion map can be generated, for example, based on Dr. Mitsuyoshi's emotion map (Research on Voice Emotion Recognition and Emotional Brain Physiological Signal Analysis Systems, Tokushima University, Doctoral Dissertation: https: / / ci.nii.ac.jp / naid / 500000375379). The left half of the emotion map lists emotions belonging to the "reaction" domain, where sensation is dominant. The right half of the emotion map lists emotions belonging to the "situation" domain, where situational awareness is dominant.

[1956] The emotion map defines two emotions that promote learning. One is a negative emotion on the situation side, around the middle of "repentance" or "reflection." In other words, this occurs when the robot experiences negative emotions such as "I never want to feel this way again" or "I don't want to be scolded again." The other is a positive emotion on the response side, around "desire." In other words, this occurs when the robot experiences positive feelings such as "I want more" or "I want to know more."

[1957] The emotion identification model 59 inputs user input into a pre-trained neural network, obtains emotion values ​​indicating each emotion shown in the emotion map 400, and determines the user's emotion. This neural network is pre-trained based on multiple pieces of training data that are combinations of user input and emotion values ​​indicating each emotion shown in the emotion map 400. Furthermore, this neural network is trained so that emotions that are located close to each other have similar values, as in the emotion map 900 shown in FIG. 10. FIG. 10 shows an example in which multiple emotions, "relieved," "calm," and "reassuring," have similar emotion values.

[1958] The system according to the present disclosure has been described above mainly with respect to the functions of the data processing device 12, but the system according to the present disclosure is not necessarily implemented on a server. The system according to the present disclosure may be implemented as a general information processing system. The present disclosure may be implemented, for example, as a software program running on a personal computer or an application running on a smartphone, etc. The method according to the present disclosure may be provided to users in the form of SaaS (Software as a Service).

[1959] In the above embodiment, an example was given in which the specific processing is performed by one computer 22, but the technology of the present disclosure is not limited to this, and the specific processing may be distributed and performed by a plurality of computers including the computer 22. For example, the data generation model 58 may be provided in an external device of the data processing device 12, and data may be generated in the external device in accordance with input data.

[1960] In the above embodiment, an example in which the specific processing program 56 is stored in the storage 32 has been described, but the technology of the present disclosure is not limited to this. For example, the specific processing program 56 may be stored in a portable, computer-readable, non-transitory storage medium such as a USB (Universal Serial Bus) memory. The specific processing program 56 stored in the non-transitory storage medium is installed in the computer 22 of the data processing device 12. The processor 28 executes the specific processing in accordance with the specific processing program 56.

[1961] 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.

[1962] It is not necessary to store all of the specific processing program 56 in a storage device such as a server connected to the data processing device 12 via the network 54, or to store all of the specific processing program 56 in the storage 32; only a portion of the specific processing program 56 may be stored.

[1963] The hardware resource for executing a specific process can be any of the following processors: An example of a processor is a CPU, which is a general-purpose processor that functions as a hardware resource for executing a specific process by executing software, i.e., a program. Another example of a processor is a dedicated electrical circuit, such as an FPGA (Field-Programmable Gate Array), a PLD (Programmable Logic Device), or an ASIC (Application Specific Integrated Circuit), which is a processor with a circuit configuration designed specifically for executing a specific process. Each processor has built-in or connected memory, and each processor uses the memory to execute the specific process.

[1964] The hardware resource that executes the specific processing may be configured with one of these various processors, or may be configured with a combination of two or more processors of the same or different types (for example, a combination of multiple FPGAs, or a combination of a CPU and an FPGA). Also, the hardware resource that executes the specific processing may be a single processor.

[1965] As an example of a system configured with a single processor, first, one processor is configured by combining one or more CPUs and software, and this processor functions as a hardware resource that executes a specific process. Second, there is a system that uses a processor that realizes the functions of an entire system including multiple hardware resources that execute a specific process on a single IC chip, as typified by SoC (System-on-a-chip). In this way, a specific process is realized using one or more of the above-mentioned various processors as hardware resources.

[1966] Furthermore, the hardware structure of these various processors can be, more specifically, an electric circuit that combines circuit elements such as semiconductor devices. The specific processing described above is merely an example. Therefore, it goes without saying that unnecessary steps may be deleted, new steps may be added, or the processing order may be rearranged, without departing from the spirit of the invention.

[1967] The above-described description and illustrations are a detailed explanation of the parts related to the technology of the present disclosure and are merely an example of the technology of the present disclosure. For example, the above description of the configuration, functions, actions, and effects is an explanation of an example of the configuration, functions, actions, and effects of the parts related to the technology of the present disclosure. Therefore, it goes without saying that unnecessary parts may be deleted, new elements may be added, or replacements may be made to the above-described description and illustrations within the scope of the gist of the technology of the present disclosure. Furthermore, to avoid confusion and facilitate understanding of the parts related to the technology of the present disclosure, the above-described description and illustrations omit explanations of common technical knowledge that do not require particular explanation to enable the implementation of the technology of the present disclosure.

[1968] All publications, patent applications, and technical standards mentioned in this specification are herein incorporated by reference to the same extent as if each individual publication, patent application, or technical standard was specifically and individually indicated to be incorporated by reference.

[1969] The following is further disclosed regarding the above embodiment.

[1970] (Claim 1)

[1971] A system for providing transportation means accessible to elderly people, comprising:

[1972] A means for inputting user's current location and destination information;

[1973] A means for suggesting ride-sharing when multiple users have similar destinations;

[1974] means for calculating a travel route based on the proposed rideshare;

[1975] a means for notifying a user based on the calculated route;

[1976] A system including:

[1977] (Claim 2)

[1978] A system that provides a place for elderly people to communicate with each other or between elderly people and young people,

[1979] a means for inputting profile information of the senior citizen;

[1980] A means of matching with other users based on the profile information entered;

[1981] A means for providing matched users with information about places where communication is possible;

[1982] 10. The system of claim 1, comprising:

[1983] (Claim 3)

[1984] A system that promotes social participation of the elderly,

[1985] A means for acquiring user's current location and destination information;

[1986] A means for suggesting carpooling with nearby users based on the acquired information;

[1987] means for calculating an optimal travel route based on the proposed rideshare;

[1988] a means for notifying the calculated driving route;

[1989] a means for obtaining profile information of the elderly person;

[1990] A means for matching with other users based on the acquired information;

[1991] A means to provide a place for communication for matched users,

[1992] 10. The system of claim 1, comprising:

[1993] "Example 1"

[1994] (Claim 1)

[1995] A means for inputting user's current location and destination information;

[1996] A means for sending a request from the terminal to the server;

[1997] A means to search for nearby autonomous vehicles based on the received information and suggest ride-sharing if multiple users request it;

[1998] A means of calculating the optimal route using AI algorithms,

[1999] a means for transmitting the calculated route to a terminal and notifying a user of the scheduled route;

[2000] A means of transporting users to a designated time and place and traveling to their destination with other passengers;

[2001] A system including:

[2002] (Claim 2)

[2003] a means for inputting profile information of the senior citizen;

[2004] A means of matching with other users based on the profile information entered;

[2005] A means to sel...

Claims

1. A system for providing transportation means accessible to elderly people, comprising: A means for inputting user's current location and destination information; A means for suggesting ride-sharing when multiple users have similar destinations; means for calculating a travel route based on the proposed rideshare; a means for notifying a user based on the calculated route; A system including:

2. A system that provides a place for elderly people to communicate with each other or between elderly people and young people, a means for inputting profile information of the senior citizen; A means of matching with other users based on the profile information entered; A means for providing matched users with information about places where communication is possible; The system of claim 1 , comprising:

3. A system that promotes social participation of the elderly, A means for acquiring user's current location and destination information; A means for suggesting carpooling with nearby users based on the acquired information; means for calculating an optimal travel route based on the proposed rideshare; a means for notifying the calculated driving route; a means for obtaining profile information of the elderly person; A means for matching with other users based on the acquired information; A means to provide a place for communication for matched users, The system of claim 1 , comprising:

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