system

Abstract

Provide a system. An authentication means for receiving authentication information input by a user and performing authentication processing; a service providing means for providing a service based on a user's selection; a data processing means for receiving data or requests input by a user and updating a database or retrieving data according to the received data; The system includes a notification means for notifying the user of the processing result.

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 current online service systems, the processes of user authentication, service selection, data processing, and result notification are often handled separately, resulting in a lack of overall uniformity and efficiency. Furthermore, insufficient access control and session management for each service can affect user experience and security. To solve this problem, a system that includes unified process management, access control, and session management is needed. [Means for solving the problem]

[0005] The present invention provides a system including authentication means for receiving authentication information entered by a user and performing authentication processing, service provision means for providing services based on the user's selection, data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content of the data or requests, and notification means for notifying the user of the processing results. Furthermore, this system solves the above problem by including access control means for centrally managing requests based on the user's selection and controlling access to each service, logout means activated by the user, and session management means for deleting session information.

[0006] "Authentication means" is a system function that receives authentication information entered by a user and authenticates the user based on that information.

[0007] The "service providing means" is a system function that determines the service to be provided based on the user's selection and executes that service.

[0008] "Data processing means" refers to the system's function of receiving data or requests entered by the user and updating the database or retrieving data according to the content of the data or requests.

[0009] "Notification means" is a system function for notifying the user of the results of data processing.

[0010] "Access control means" is a system function that centrally manages requests based on user selection and controls access to each service.

[0011] The "logout means" is a system function that allows a user to log out.

[0012] The "session management means" is a system function that manages session information and deletes that information when a user logs out. [Brief explanation of the drawings]

[0013] [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

[0014] 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.

[0015] First, the terms used in the following description will be explained.

[0016] 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).

[0017] 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.

[0018] 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.

[0019] 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.

[0020] 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."

[0021] [First embodiment]

[0022] FIG. 1 shows an example of the configuration of a data processing system 10 according to the first embodiment.

[0023] 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.

[0024] 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).

[0025] 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.

[0026] 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.

[0027] 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.

[0028] 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.

[0029] FIG. 2 shows an example of the main functions of the data processing device 12 and the smart device 14.

[0030] 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.

[0031] 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.

[0032] 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.

[0033] 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."

[0034] To implement the system of the present invention, it is necessary for the user, the terminal, and the server to fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, an access control means, a logout means, and a session management means.

[0035] User operations

[0036] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[0037] Authentication Method

[0038] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database, and if authentication is successful, the user is considered authenticated and the operation can continue.

[0039] Service delivery method

[0040] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[0041] Data Processing Means

[0042] When a user uses a service, for example, when purchasing a product, the terminal transmits the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information.

[0043] Notification means

[0044] When the data processing is complete, the server notifies the terminal of the result. The terminal then displays the result to the user. For example, if the purchase is successful, a message indicating the purchase is complete is displayed.

[0045] Access Control Measures

[0046] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[0047] Logout and session management methods

[0048] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[0049] Specific examples

[0050] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[0051] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[0052] The processing flow will be explained below.

[0053] Step 1:

[0054] A user accesses the system and enters their ID and password on the login screen.

[0055] Step 2:

[0056] The device sends the entered ID and password to the server.

[0057] Step 3:

[0058] The server compares the received authentication information with the database and performs authentication processing. If authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[0059] Step 4:

[0060] The device receives a message that authentication was successful and displays the home screen to the user, where the user can select the service they wish to use.

[0061] Step 5:

[0062] The terminal requests information about the service selected by the user from the server.

[0063] Step 6:

[0064] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[0065] Step 7:

[0066] The terminal displays the received data to the user, allowing the user to use the service.

[0067] Step 8:

[0068] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[0069] Step 9:

[0070] The terminal sends the input data and requests to the server.

[0071] Step 10:

[0072] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[0073] Step 11:

[0074] The server sends the processing result to the terminal.

[0075] Step 12:

[0076] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[0077] Step 13:

[0078] The user finishes using the service and clicks the logout button.

[0079] Step 14:

[0080] The terminal sends a logout request to the server.

[0081] Step 15:

[0082] The server deletes the session information and sends a logout completion message to the terminal.

[0083] Step 16:

[0084] The terminal displays a logout complete message to the user.

[0085] Example 1

[0086] 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."

[0087] In conventional online service systems, secure authentication processes, efficient data processing, and user notifications are implemented as separate systems, making overall integration and management difficult. In addition, insufficient access management increases the risk of unauthorized access to services and data leaks. There was a need to solve these problems and provide seamless and secure online services to users.

[0088] 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.

[0089] In this invention, the server includes authentication means for receiving authentication information entered by a user and performing authentication processing, service providing means for providing a service to an information processing device based on a user selection, data processing means for receiving data or requests entered by a user and updating a storage device or acquiring data according to the content of the data or requests, token generation means for generating an authentication token and transmitting it to the information processing device, access confirmation means for confirming access authority using the authentication token, communication encryption means for encrypting data communication using an Internet connection, and notification means for notifying the user of the processing result. This improves overall integration, streamlines user authentication processes and data processing, and makes it possible to provide online services with enhanced security.

[0090] "Authentication means" refers to a means for receiving authentication information such as an ID and password entered by a user and verifying it against a database.

[0091] The "service providing means" is a means for acquiring service data and transmitting it to the user's terminal in order to provide the necessary service based on the user's selection.

[0092] The "data processing means" is a means for receiving data or requests input by a user and updating the storage device or acquiring necessary data according to the contents of the data or requests.

[0093] The "notification means" is a means for notifying the user of the processing results performed by the data processing means.

[0094] The "token generating means" is a means for generating an authentication token when authentication is successful and transmitting it to the user's terminal.

[0095] The "access verification means" is a means for verifying access authority using an authentication token provided by a user.

[0096] "Communication encryption means" refers to a means for encrypting data in order to protect data communications using an Internet connection.

[0097] The "access control means" is a means for centrally managing requests based on user selection and controlling access rights to each service.

[0098] The "logout means" is a means for executing a logout process when the user has finished using the service.

[0099] The "session management means" is a means for managing a login session and deleting session information at the time of logout.

[0100] To implement the system of the present invention, the user, terminal, and server must each fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, a token generation means, an access confirmation means, a communication encryption means, an access control means, a logout means, and a session management means. Each of these means will be described in detail below.

[0101] Authentication Method

[0102] A user uses a device connected to the Internet and enters their ID and password on the login screen. The device sends the user's authentication information to the server. The server compares the received authentication information with a database, and if authenticated, generates an authentication token and sends it to the device. This authentication token is often implemented as a JWT (JSON Web Token). For example, to implement a secure authentication process, communications are encrypted using TLS (Transport Layer Security).

[0103] Service delivery method

[0104] The user selects the service they wish to use from the various services offered (for example, shopping, reservations, message boards, etc.). The terminal sends this selection information to the server as a request. The server checks the authentication token, retrieves the data for the corresponding service from the database using the service provision means, and sends it to the terminal. This provides the selected service to the user.

[0105] Data Processing Means

[0106] When a user uses a service, for example, when purchasing a product, the device sends the product selection and purchase information entered by the user to the server. The server then stores or updates the received purchase information in a database. Sensitive data such as credit card information and address data is transmitted securely using SSL / TLS encryption.

[0107] Notification means

[0108] After the data processing is complete, the server notifies the terminal of the result. The terminal receives this notification and displays it to the user. For example, if the purchase is successful, a message such as "Purchase completed" is displayed.

[0109] Token generation and access verification methods

[0110] When the server successfully authenticates a user, it generates an authentication token and sends it to the device, which acts as an access validation mechanism to ensure the user has the appropriate access rights for subsequent requests.

[0111] Communication encryption method

[0112] To ensure secure transmission and reception of data over the Internet, protocols such as TLS are used to encrypt communications, preventing data tampering and eavesdropping.

[0113] Logout and session management methods

[0114] When a user finishes using the service and presses the logout button, the device sends a logout request to the server. The server deletes the session information and sends a notification to the device that the logout is complete. The device displays this notification to the user, and confirms that the session has ended.

[0115] Specific examples

[0116] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, they are authenticated by the authentication means. After that, when the user selects a shopping service, the service providing means displays a list of products. When the user selects the product they wish to purchase, enters the purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[0117] Example prompts for generative AI models

[0118] Please explain in detail the steps a user takes to log in to an online shopping system, purchase a product, receive a notification that the purchase is complete, and finally log out. Please also include specific system operations.

[0119] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[0120] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0121] Step 1:

[0122] A user displays a login screen on an internet-connected device and enters their ID and password. The input data is the user's authentication information, and the output data is an authentication request sent to the server via the device.

[0123] Step 2:

[0124] The terminal sends the entered authentication information to the server. Specifically, the data is encrypted using the HTTPS protocol, and the authentication information is securely transferred to the server. The input is the user's authentication information, and the output is an encrypted authentication request.

[0125] Step 3:

[0126] The server checks the received authentication information against its database. The server checks whether the ID and password match and generates a result. The input is the authentication request, and the output is the authentication success or failure result.

[0127] Step 4:

[0128] If the server is successful in authentication, it generates an authentication token and sends it to the device. Specifically, it generates a JWT (JSON Web Token) and sends it to the device as a user-specific token. The input is the result of successful authentication, and the output is the generated authentication token.

[0129] Step 5:

[0130] The terminal saves the received authentication token and notifies the user that the login was successful. It displays the message "Login successful" on the screen. The input is the authentication token, and the output is the display message.

[0131] Step 6:

[0132] The user selects the service they want to use (for example, choosing a shopping service). The selected service information is input to the terminal and sent from the terminal to the server as a request. The input is the service selection information, and the output is a service request.

[0133] Step 7:

[0134] The server checks the authentication token and verifies the appropriate access rights. The server validates the authentication token and determines the user's access rights. The input is the service request and the authentication token, and the output is the access rights verification result.

[0135] Step 8:

[0136] The server uses the service provision means to obtain data on the relevant service from the database. For example, it obtains a product list. The input is the result of the access authority confirmation and the service request, and the output is the service data.

[0137] Step 9:

[0138] The server sends the acquired service data to the terminal. Specifically, it transfers product list data to the terminal. The input is the service data, and the output is the sent service data.

[0139] Step 10:

[0140] The terminal displays the received service data to the user. For example, a product list page is displayed. The input is the service data, and the output is the displayed service content.

[0141] Step 11:

[0142] The user selects the product to purchase, enters purchase information (e.g., shipping address, payment method, etc.), and clicks the submit button. The input is the purchase information, and the output is a purchase request.

[0143] Step 12:

[0144] The terminal sends the entered purchase information to the server. The encrypted data is transferred to the server using the HTTPS protocol. The input is the purchase information, and the output is an encrypted purchase request.

[0145] Step 13:

[0146] The server saves or updates the purchase information received in the database. It adds new order data and updates the user's order history. The input is the purchase request and the output is the updated database.

[0147] Step 14:

[0148] The server notifies the terminal that the purchase process is complete. Specifically, it generates a message stating "Purchase completed" and sends it to the terminal. The input is the updated database information, and the output is the notification message.

[0149] Step 15:

[0150] The terminal receives the purchase completion message and displays it to the user. The input is the notification message, and the output is the displayed purchase completion message.

[0151] Step 16:

[0152] The user quits the service and clicks the logout button. The input is the logout operation and the output is the logout request.

[0153] Step 17:

[0154] The terminal sends a logout request to the server. The input is the logout request, and the output is a logout notification to the server.

[0155] Step 18:

[0156] The server deletes the session information and notifies the terminal that the logout is complete. The input is the server-side session information, and the output is a logout completion notification.

[0157] Step 19:

[0158] The terminal displays a logout complete message to the user, confirming that the session has ended. The input is the logout complete notification, and the output is the displayed logout complete message.

[0159] (Application example 1)

[0160] 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."

[0161] Conventional authentication systems rely solely on user IDs and passwords, resulting in insufficient security. Furthermore, they lack the ability to provide real-time notifications when abnormal access occurs, making it difficult to respond quickly. Furthermore, there is a lack of authentication methods using biometrics, such as facial recognition, creating a need for comprehensive security improvements.

[0162] 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.

[0163] In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing services based on the user's selection, means for receiving data or requests entered by the user and updating a database or retrieving data according to the content, means for notifying the user of the processing results, means for performing facial authentication using the user's biometric information, means for notifying abnormal access in real time, and means for centrally managing security information and access logs, thereby enabling comprehensive security improvement and rapid response to abnormal access.

[0164] "User authentication" is the process of verifying that a user is authorized when accessing a system.

[0165] "Service provision" is the process of appropriately providing a service requested by a user.

[0166] "Data processing" is the process of updating a database or retrieving necessary data based on data or requests entered by a user.

[0167] "Notification" is the process by which the system notifies the user of important information such as processing results.

[0168] "Facial authentication" is a technology that recognizes a user using a facial image as biometric information of the user.

[0169] "Abnormal Access Notification" is a function that allows the system to detect unauthorized login attempts and other abnormal access and notify users in real time.

[0170] "Centralized management" refers to the process of centrally and comprehensively managing security information, access logs, and other information.

[0171] "Session information" is information about a series of operations performed by a user from when they log in to the system until when they log out.

[0172] "Access control" is a function that restricts the services and data that users can access.

[0173] To implement the security system of the present invention, users, terminals, and servers must each fulfill their respective roles. This system includes user authentication, service provision, data processing, notification, face recognition, abnormal access notification, centralized management, and session management.

[0174] User operations

[0175] Users can use various security services by accessing the system using a terminal connected to the Internet. First, the user enters their ID, password or facial image on the login screen and logs into the system using authentication methods. After logging in, the user can use various security services such as managing important information and changing settings.

[0176] Authentication Method

[0177] The device sends the authentication information entered by the user to the server. The server compares the received authentication information with a database, and if authentication is successful, the user is considered authenticated and allowed to continue operation. In the case of facial recognition, the device captures a facial image and performs authentication using facial recognition software (e.g., the face_recognition library).

[0178] Service delivery method

[0179] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[0180] Data Processing Means

[0181] When a user uses a service, for example to manage security information or update important information, the terminal sends the information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database or retrieve the relevant information.

[0182] Notification means

[0183] When data processing is complete, the server notifies the terminal of the results. The terminal then displays the results to the user. For example, if important information has been successfully updated, a completion message is displayed. If abnormal access is detected, an abnormal access notification means notifies the user in real time.

[0184] Centralized management method

[0185] The server centrally manages security information and access logs, allowing for centralized management of user access history and security settings.

[0186] Session Management Method

[0187] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[0188] Specific examples

[0189] For example, a specific example of a user using this system to manage their own security information is as follows: When the user logs in by entering their ID and password or facial image, authentication is performed by the authentication means. After that, when the user selects a security information management service, the service providing means displays the security information. When the user selects the information to change, enters the updated information, and clicks the send button, the data processing means performs the update process. Finally, the notification means displays an update completion message on the user's terminal. Furthermore, if an unauthorized login attempt is detected, the abnormal access notification means notifies the user in real time. By pressing the logout button, the session ends and logout is completed.

[0190] Examples of prompt statements

[0191] Below are some examples of prompt sentences to input into the generative AI model.

[0192] Write Python code for a security application that involves facial recognition for user authentication, paying special attention to the part that processes the face images and compares them with a database, using Flask and SQLAlchemy.

[0193] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0194] Step 1:

[0195] The user opens the login screen on the device and enters their ID and password or a facial image. The ID, password, or facial image is acquired as input data. User authentication is performed based on this input.

[0196] Step 2:

[0197] The device sends the entered ID and password to the server, or in the case of facial recognition, the device captures a facial image and sends that data to the server, where the process of sending the input data takes place.

[0198] Step 3:

[0199] The server compares the received authentication information with the database, confirming whether the ID and password match or the face recognition was successful, and provides an authentication result based on this data comparison.

[0200] Step 4:

[0201] If the authentication is successful, the server determines that the user is authenticated and starts a session. If the authentication is unsuccessful, the server creates a notification of authentication failure and sends it to the terminal.

[0202] Step 5:

[0203] The server retrieves the relevant data from the database based on the service selected by the user and sends it to the terminal. The selected service content becomes input data, and the retrieved data becomes output data.

[0204] Step 6:

[0205] The terminal displays the data received from the server to the user, allowing the user to use the service. The displayed data is the final output.

[0206] Step 7:

[0207] When a user updates important information, the updated information is entered and sent to the server by the terminal. This input data is used as the basis for updating the database.

[0208] Step 8:

[0209] The server updates the database based on the received update information. The updated data becomes the output data.

[0210] Step 9:

[0211] The server sends the processing result to the terminal as a notification. If the update is successful, it creates a success message. If it fails, it creates a failure message and notifies it.

[0212] Step 10:

[0213] The device receives the notification and displays it to the user. The displayed notification is the final output.

[0214] Step 11:

[0215] When the server detects an abnormal access, it sends a notification of the abnormal access to the user in real time. The detection of the abnormal access is the input data, and the notification content is the output data.

[0216] Step 12:

[0217] When a user wants to log out, they press the logout button on the terminal. This user operation becomes the input.

[0218] Step 13:

[0219] The terminal sends a logout request to the server. The server deletes the session information and sends a logout completion notification to the terminal. The session deletion becomes a data calculation, and the completion notification becomes output data.

[0220] Step 14:

[0221] The terminal displays a logout completion notification to the user. The displayed notification is the final output.

[0222] 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.

[0223] The system of the present invention comprises an authentication means for receiving authentication information entered by a user and performing authentication processing, a service provision means for providing a service based on the user's selection, a data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content of the data, and a notification means for notifying the user of the processing results.The system also comprises an access control means for centrally managing requests based on the user's selection and controlling access to each service, a logout means activated by the user, and a session management means for deleting session information.

[0224] In addition, the system of the present invention includes an emotion engine that analyzes user input data and recognizes the user's emotion, an adjustment means for adjusting the service provision method based on the recognized user emotion, and an emotion data management means for storing the user's emotion data in a database and using it to provide individual services.

[0225] User operations

[0226] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[0227] Authentication Method

[0228] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database and performs the authentication process. If the authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[0229] Service delivery method

[0230] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[0231] Data processing and notification methods

[0232] When a user uses a service, for example, when purchasing a product, the terminal sends the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information. Once the data processing is complete, the server notifies the terminal of the results, and the terminal displays the results to the user.

[0233] Access Control Measures

[0234] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[0235] Logout and session management methods

[0236] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[0237] Emotion Engine

[0238] When the device sends the user's input data to the server, the server analyzes the received data using an emotion engine to recognize the user's emotion. For example, the server identifies the user's emotional state (joy, anger, sadness, etc.) from comments made at the time of purchase or the content of inquiries. The recognized emotional information is stored in a database using an emotion data management means.

[0239] Adjustment means

[0240] The server adjusts its service delivery method based on the user's perceived emotions, for example, offering special discounts or additional support if the user is dissatisfied.

[0241] Specific examples

[0242] For example, a specific example of a user using the system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information, and clicks the submit button, the purchase is processed by the data processing means. Furthermore, the emotion engine reads the user's emotions from the user's comments and reviews, and the emotion data management means stores this in a database. For example, if the user has a positive impression, that emotion data can be used to suggest products that the user would like for their next shopping trip. Furthermore, dissatisfied users can be offered discount coupons, thereby improving user satisfaction.

[0243] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[0244] The processing flow will be explained below.

[0245] Step 1:

[0246] A user accesses the system using a terminal connected to the Internet.

[0247] Step 2:

[0248] The user enters their ID and password on the login screen.

[0249] Step 3:

[0250] The device sends the entered ID and password to the server.

[0251] Step 4:

[0252] The server checks the received authentication information against the database and performs authentication processing.

[0253] Step 5:

[0254] The server returns the authentication result to the device. If authentication is successful, the home screen is displayed to the user.

[0255] Step 6:

[0256] The user selects the service they want to use on the home screen.

[0257] Step 7:

[0258] The terminal requests information about the service selected by the user from the server.

[0259] Step 8:

[0260] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[0261] Step 9:

[0262] The terminal displays the received data to the user and provides the service.

[0263] Step 10:

[0264] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[0265] Step 11:

[0266] The terminal sends the input data and requests to the server.

[0267] Step 12:

[0268] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[0269] Step 13:

[0270] The server sends the processing result to the terminal.

[0271] Step 14:

[0272] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[0273] Step 15:

[0274] The device sends the user's input data to the server, for example, sending reviews and comments.

[0275] Step 16:

[0276] The server analyzes the received data and recognizes the user's emotions using an emotion engine.

[0277] Step 17:

[0278] The server stores the recognized user emotion information in a database using emotion data management means.

[0279] Step 18:

[0280] The server can then adjust its service delivery based on the perceived emotion, for example offering a coupon if the customer is dissatisfied.

[0281] Step 19:

[0282] The server transmits the adjusted service information to the terminal for the user.

[0283] Step 20:

[0284] The terminal displays the received adjustment results to the user.

[0285] Step 21:

[0286] The user ends the service and presses the logout button.

[0287] Step 22:

[0288] The terminal sends a logout request to the server.

[0289] Step 23:

[0290] The server deletes the session information and sends a logout completion message to the terminal.

[0291] Step 24:

[0292] The terminal displays a logout complete message to the user.

[0293] Example 2

[0294] 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."

[0295] The present invention aims to provide services suited to individual user needs by analyzing the user's emotional data and adjusting the service provision method based on the results, in addition to authenticating the authentication information entered by the user, providing services based on the service selection, and notifying the results of data processing. Conventional systems have had problems in that feedback based on the user's emotions is insufficient, resulting in reduced user satisfaction and convenience.

[0296] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes an authentication means that receives authentication information entered by a user and performs authentication processing, a service providing means that provides a service based on the user's selection, and a data processing means that receives data or requests entered by a user and updates a database or acquires data according to the contents of the data or requests. This makes it possible to analyze the data entered by the user, recognize the user's emotions, and adjust the service provision method based on the recognized user emotions.

[0297] An "authentication means" is a system component that receives authentication information (such as ID and password) entered by a user and performs authentication processing by comparing it with registered information in a database.

[0298] A "service provision means" is a system component that retrieves the data necessary to provide various services (e.g., shopping, reservations, message boards, etc.) based on the user's selection from a database and provides the corresponding service to the user.

[0299] The "data processing means" is a system component that receives data or requests entered by a user and updates the database or retrieves data according to the content of the data or requests.

[0300] The "notification means" is a system component for notifying the user of the results of data processing, and has the role of displaying the result information on the user's terminal.

[0301] An "emotion engine" is a system component that analyzes user input data and recognizes the user's emotions (e.g., joy, anger, sadness, etc.).

[0302] The "adjustment means" is a system component for adjusting the service provision method based on the user's emotion recognized by the emotion engine.

[0303] The "emotion data management means" is a system component that stores user emotion data in a database and uses that data to provide individual services.

[0304] The "access control means" is a system component that centrally manages requests based on user selection and controls access rights to each service.

[0305] The "logout means" is a system component that performs logout processing when a user finishes using a service.

[0306] A "session management means" is a system component for deleting session information when a user logs out.

[0307] These system components enable the system of the present invention to perform more accurate authentication, provide services tailored to individual needs, and adjust based on user emotions.

[0308] The system of the present invention is constructed by combining the following multiple means, and aims to improve user convenience and satisfaction. The program of this system includes implementations of receiving and authenticating authentication information, providing services, processing data and notifications, and analyzing and adjusting emotions.

[0309] Hardware and software used

[0310] This system is realized using the following hardware and software.

[0311] 1. Server: Receives authentication information and performs authentication processing, provides selected services, processes data, notifies users, analyzes emotions, and adjusts service delivery methods. Server software includes web servers such as Apache (registered trademark) and Nginx, database management systems such as MySQL (registered trademark) and PostgreSQL, and programming languages ​​such as Python and Java (registered trademark).

[0312] 2. Terminal: A device (PC, smartphone, tablet, etc.) operated by a user that provides an interface for accessing the system and using various services. Terminal software includes browsers (Google Chrome (registered trademark), Mozilla Firefox, Safari, etc.) and mobile applications.

[0313] 3. Emotion Engine: Analyzes user input data and recognizes emotions using natural language processing (NLP) algorithms and machine learning models (e.g., TENSORFLOW®, PyTorch).

[0314] 4. Database: Used to store user authentication information, service data, emotion data, etc.

[0315] What the program does

[0316] The system of the present invention executes the following processes.

[0317] 1. Authentication method: The authentication information (ID, password, etc.) entered by the user is received and the server performs the authentication process by comparing it with the registered information in the database. For example, when a user enters their ID and password on the login screen, the terminal sends it to the server, which then compares the authentication information with the database.

[0318] 2. Service provision means: Provides various services (shopping, reservations, message boards, etc.) based on the user's selection. When the user selects the desired service, the terminal sends that information to the server, and the server retrieves the necessary information from the database and sends it to the terminal.

[0319] 3. Data processing and notification means: The server updates the database or retrieves data according to the data or request entered by the user. Once the processing is complete, the results are notified to the terminal, which then displays them to the user.

[0320] 4. Emotion engine: Analyzes data entered by users (such as comments and reviews) and recognizes emotions. The recognized emotions are stored in a database and used to provide individualized services.

[0321] 5. Adjustment: The server can adjust the service delivery method based on the user's perceived emotions. For example, if the user is dissatisfied, it can offer special discounts or additional support.

[0322] Specific examples

[0323] For example, let's consider the case where a user uses an online shopping service. The user logs in by entering their ID and password. The server compares the authentication information with the database, and if authentication is successful, the login is complete. Next, the user selects the shopping service, and a list of products is displayed on the terminal. When the user selects the product to purchase and enters the purchase information, the server receives the information and updates the database. Once the purchase process is complete, the server notifies the terminal of the result, and the terminal displays it to the user.

[0324] Furthermore, when users enter comments or reviews, the data is sent to the server and analyzed by the emotion engine. The recognized emotions are stored in the database and used to provide future services.

[0325] Example prompts to be input to the generative AI model

[0326] 1. "Please explain the detailed steps of the login process on an online shopping site."

[0327] 2. "Please explain the procedure for processing data and notifying the outcome when purchasing products on a shopping site."

[0328] 3. "Explain how to use a sentiment engine to analyze user reviews and tailor your service based on sentiment."

[0329] As described above, the system of the present invention includes detailed and specific processing procedures, thereby making it possible to significantly improve user convenience and satisfaction.

[0330] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0331] Step 1: Login process (authentication method)

[0332] 1. The user enters their ID and password on the login screen.

[0333] 2. The terminal sends the authentication information entered by the user to the server. At this time, the input is the user's ID and password, which the terminal encrypts and sends.

[0334] 3. The server decodes the encrypted authentication information it receives and matches it with the registration information in its database.

[0335] 4. If the server is successful in authentication, it generates a message indicating successful authentication and returns it to the terminal. The output is a message indicating successful authentication.

[0336] 5. The terminal decodes the message and displays it to the user, such as "Login successful."

[0337] Specific behavior:

[0338] The user clicks the "Login" button on the login screen.

[0339] The device encrypts the entered ID and password and sends them to the server.

[0340] The server performs the verification and generates a result of either authentication success or failure.

[0341] The terminal displays the authentication result to the user.

[0342] Step 2: Service selection (service delivery method)

[0343] 1. The user selects the service they wish to use (e.g., shopping).

[0344] 2. The terminal sends the service selection information to the server, with the service ID as input.

[0345] 3. The server retrieves the data for the service from the database and generates the data for the service as output.

[0346] 4. The server sends the acquired data to the device.

[0347] 5. The device displays the data to the user, including detailed service information and selectable options.

[0348] Specific behavior:

[0349] The user clicks the "Shop" button.

[0350] The terminal transmits the selected service ID to the server.

[0351] The server retrieves the service information from the database and sends it.

[0352] The device will display the service details.

[0353] Step 3: Purchase process (data processing and notification methods)

[0354] 1. The user enters purchase information and clicks the purchase button.

[0355] 2. The terminal sends the purchase information to the server, including the product ID, quantity, and payment information.

[0356] 3. The server receives the request and processes the data to update the database (e.g., inventory update, sales update, etc.). The output is the update results.

[0357] 4. The server generates the result of the purchase process and notifies the terminal, such as "Purchase completed."

[0358] 5. The terminal displays the results to the user, such as a notification that the purchase has been completed and the order number.

[0359] Specific behavior:

[0360] The user enters the purchase information and clicks the "Confirm Purchase" button.

[0361] The terminal sends the purchase information to the server.

[0362] The server processes the transaction and updates the database.

[0363] The server generates a purchase result and notifies the terminal.

[0364] The device renders and displays a purchase completion screen.

[0365] Step 4: Logout process (logout method and session management method)

[0366] 1. The user presses the logout button.

[0367] 2. The terminal sends a logout request to the server. The input is a logout request.

[0368] 3. The server deletes the session information from memory. The output is the session deletion result.

[0369] 4. The server generates a message indicating that the logout is complete and sends it to the terminal. The message may say something like "Logout successful."

[0370] 5. The terminal displays a logout completion screen to the user, and the display returns to the login screen.

[0371] Specific behavior:

[0372] The user presses the "Logout" button.

[0373] The terminal sends a logout request to the server.

[0374] The server deletes the session information.

[0375] The server generates a logout success message and sends it to the terminal.

[0376] The device will return to the login screen.

[0377] Step 5: Emotion analysis processing (emotion engine)

[0378] 1. A user enters a comment or review.

[0379] 2. The device sends the user's input data, which is text data such as comments and reviews, to the server.

[0380] 3. The server analyzes the received data using the emotion engine to recognize the user's emotion. The output is the recognized emotion information.

[0381] 4. The server stores the recognized emotion data in a database.

[0382] 5. The device displays the results, including analysis results and suggested changes to the service.

[0383] Specific behavior:

[0384] The user enters a comment or review and clicks the "Submit" button.

[0385] The terminal transmits the comment data to the server.

[0386] The server performs sentiment analysis using natural language processing (NLP).

[0387] The recognized emotion information is stored in a database.

[0388] The device will display the analysis results.

[0389] Step 6: Emotion-based service adjustment (adjustment measures)

[0390] 1. The server adjusts the service provision method based on the user's emotional information recognized by the emotion engine. The input is emotional information.

[0391] 2. The server generates special offers, additional support, etc. The output is the tailored service offering.

[0392] 3. The server sends the adjusted service content to the terminal.

[0393] 4. The device notifies the user and displays the information, such as special offers or information about additional support.

[0394] Specific behavior:

[0395] The server analyzes the emotional information and makes the necessary adjustments.

[0396] Generate and send special offers and additional support information to your device.

[0397] The terminal notifies the user of the content of the generated special offer.

[0398] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[0399] (Application example 2)

[0400] 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."

[0401] In modern online services and food delivery services, a lack of personalized responses that take user emotions into consideration can lead to low user satisfaction. Furthermore, typical services lack mechanisms for adjusting service content based on user feedback and emotions. To address this issue, it is necessary to effectively analyze user emotions and provide personalized services accordingly.

[0402] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing a service based on the user's selection, means for receiving data or requests entered by the user and updating a database or acquiring data according to the content thereof, means for analyzing the user's emotions and adjusting the service provision method based on the emotions, and means for analyzing the user's emotion data and notifying the user of the adjusted service provision content. This makes it possible to provide a service based on the user's emotions, thereby improving user satisfaction.

[0403] "Authentication information" refers to identification information used to identify an individual, such as an ID or password, that is used by a user when accessing a system.

[0404] The "authentication means" is a function that receives authentication information entered by a user, compares it with a database, and determines whether or not authentication is possible.

[0405] The "service providing means" is a function that provides a corresponding service based on the user's selection.

[0406] "Data processing means" is a function that receives data or requests entered by the user, updates the database according to the content, and acquires the necessary data.

[0407] "Notification means" is a function that notifies the user of the results of data processing and other necessary information.

[0408] The "emotion analysis means" is a function that analyzes the user's input data and recognizes the user's emotions (joy, anger, sadness, etc.).

[0409] The "adjustment means" is a function that appropriately adjusts the service provision method based on the user's emotions recognized by the emotion analysis means.

[0410] "Emotion data" refers to emotion information analyzed from user input data and stored in a database.

[0411] The "logout means" is a function for ending a session that is executed when a user finishes using the system.

[0412] The "session management means" is a function that manages the login status of the user and deletes the session information as necessary.

[0413] A system for realizing this invention includes authentication means for receiving authentication information entered by a user and performing authentication processing, service provision means for providing services based on the user's selection, data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content thereof, notification means for notifying the user of the processing results, emotion analysis means for analyzing the user's emotions and adjusting the service provision method based thereon, and means for analyzing and adjusting emotion data and notifying the user.

[0414] The system uses the following hardware and software:

[0415] Hardware: Server (including database for data storage and communication module), user terminal (smartphone, tablet, etc.)

[0416] Software: Python (for data processing and sentiment analysis), TextBlob (sentiment analysis library), SQLite (database)

[0417] When a user accesses the system using a terminal, they first enter authentication information. The server compares the received authentication information with the database and determines whether or not authentication is possible. If authentication is successful, the service provision means provides the service the user requires (e.g., food delivery). When the user selects the restaurant they want and enters the order details, the information is sent to the server. The server processes the order information using the data processing means and updates the database.

[0418] After completing an order, users can leave reviews and comments after delivery. The comment data is analyzed by a sentiment analysis tool on the server to recognize the user's sentiment (positive, negative, neutral). This sentiment data is stored in a database and will be used the next time the service is provided.

[0419] For example, if a user comments that the food they ordered was "delicious," the emotion analysis means will recognize the positive emotion and recommend a similar menu item for the next order. On the other hand, if there is a negative comment, the system can improve the user's satisfaction by offering a discount coupon, etc.

[0420] As an example of a prompt sentence, when expressing a desire for a discount on your next meal order, it is recommended to enter "I would like a discount coupon" or "There was a problem with my last order, so I would like a discount next time."

[0421] This system makes it possible to provide individual services based on the user's emotions, thereby improving user satisfaction.

[0422] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0423] Step 1:

[0424] The user accesses the login screen on their device and enters their ID and password. The entered authentication information is sent from the device to the server. The server compares the received authentication information with a database and determines whether or not authentication is possible. If authentication is successful, the server sends a message indicating this to the device and displays it to the user.

[0425] Input: ID and password entered by the user

[0426] Output: Authentication success or failure message

[0427] Step 2:

[0428] After successful authentication, the user selects the service they wish to use (e.g., food delivery) from the menu on the terminal. The selection information is sent from the terminal to the server. The server retrieves data corresponding to the selected service from the database and sends it to the terminal using the service provision means. The terminal displays the received information to the user.

[0429] Input: Service information selected by the user

[0430] Output: Data related to the service (e.g., restaurant menu)

[0431] Step 3:

[0432] The user selects a restaurant and menu and enters the order details. The order details are sent from the terminal to the server. The server processes the received order details using data processing means and updates the database. The updated results are notified to the terminal, which then displays an order confirmation message to the user.

[0433] Input: Order details entered by the user

[0434] Output: Database update results, order confirmation message

[0435] Step 4:

[0436] After the delivery is completed, the user uses the terminal to input reviews and comments. The input comment data is sent from the terminal to the server. The server analyzes the comment data using emotion analysis means and recognizes the user's emotion (positive, negative, neutral). The recognized emotion information is stored in a database.

[0437] Input: Comments entered by the user

[0438] Output: Recognized emotion information, saved in database

[0439] Step 5:

[0440] The next time a service is provided, the server retrieves the user's past emotional information from the database and adjusts the service provision method based on the user's emotions. For example, it may provide a discount coupon to a user with negative emotions and suggest menu recommendations to a user with positive emotions. The adjusted service information is sent to the terminal and notified to the user.

[0441] Input: Past emotional information

[0442] Output: Adjusted service delivery method, user notification

[0443] Step 6:

[0444] When a user presses the logout button on the terminal, a logout request is sent to the server. The server uses the session management means to delete the session information and notify the terminal that the logout has been completed. The terminal displays this message to the user, and the session ends.

[0445] Input: Logout request

[0446] Output: Logout complete message

[0447] Through this process, the system can provide services based on the user's emotions and improve user satisfaction.

[0448] 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.

[0449] 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.

[0450] 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.

[0451] [Second embodiment]

[0452] FIG. 3 shows an example of the configuration of a data processing system 210 according to the second embodiment.

[0453] 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.

[0454] 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).

[0455] 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.

[0456] 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.

[0457] 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).

[0458] 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.

[0459] 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.

[0460] 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.

[0461] 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.

[0462] 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.

[0463] 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."

[0464] To implement the system of the present invention, it is necessary for the user, the terminal, and the server to fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, an access control means, a logout means, and a session management means.

[0465] User operations

[0466] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[0467] Authentication Method

[0468] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database, and if authentication is successful, the user is considered authenticated and the operation can continue.

[0469] Service delivery method

[0470] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[0471] Data Processing Means

[0472] When a user uses a service, for example, when purchasing a product, the terminal transmits the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information.

[0473] Notification means

[0474] When the data processing is complete, the server notifies the terminal of the result. The terminal then displays the result to the user. For example, if the purchase is successful, a message indicating the purchase is complete is displayed.

[0475] Access Control Measures

[0476] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[0477] Logout and session management methods

[0478] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[0479] Specific examples

[0480] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[0481] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[0482] The processing flow will be explained below.

[0483] Step 1:

[0484] A user accesses the system and enters their ID and password on the login screen.

[0485] Step 2:

[0486] The device sends the entered ID and password to the server.

[0487] Step 3:

[0488] The server compares the received authentication information with the database and performs authentication processing. If authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[0489] Step 4:

[0490] The device receives a message that authentication was successful and displays the home screen to the user, where the user can select the service they wish to use.

[0491] Step 5:

[0492] The terminal requests information about the service selected by the user from the server.

[0493] Step 6:

[0494] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[0495] Step 7:

[0496] The terminal displays the received data to the user, allowing the user to use the service.

[0497] Step 8:

[0498] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[0499] Step 9:

[0500] The terminal sends the input data and requests to the server.

[0501] Step 10:

[0502] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[0503] Step 11:

[0504] The server sends the processing result to the terminal.

[0505] Step 12:

[0506] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[0507] Step 13:

[0508] The user finishes using the service and clicks the logout button.

[0509] Step 14:

[0510] The terminal sends a logout request to the server.

[0511] Step 15:

[0512] The server deletes the session information and sends a logout completion message to the terminal.

[0513] Step 16:

[0514] The terminal displays a logout complete message to the user.

[0515] Example 1

[0516] 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."

[0517] In conventional online service systems, secure authentication processes, efficient data processing, and user notifications are implemented as separate systems, making overall integration and management difficult. In addition, insufficient access management increases the risk of unauthorized access to services and data leaks. There was a need to solve these problems and provide seamless and secure online services to users.

[0518] 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.

[0519] In this invention, the server includes authentication means for receiving authentication information entered by a user and performing authentication processing, service providing means for providing a service to an information processing device based on a user selection, data processing means for receiving data or requests entered by a user and updating a storage device or acquiring data according to the content of the data or requests, token generation means for generating an authentication token and transmitting it to the information processing device, access confirmation means for confirming access authority using the authentication token, communication encryption means for encrypting data communication using an Internet connection, and notification means for notifying the user of the processing result. This improves overall integration, streamlines user authentication processes and data processing, and makes it possible to provide online services with enhanced security.

[0520] "Authentication means" refers to a means for receiving authentication information such as an ID and password entered by a user and verifying it against a database.

[0521] The "service providing means" is a means for acquiring service data and transmitting it to the user's terminal in order to provide the necessary service based on the user's selection.

[0522] The "data processing means" is a means for receiving data or requests input by a user and updating the storage device or acquiring necessary data according to the contents of the data or requests.

[0523] The "notification means" is a means for notifying the user of the processing results performed by the data processing means.

[0524] The "token generating means" is a means for generating an authentication token when authentication is successful and transmitting it to the user's terminal.

[0525] The "access verification means" is a means for verifying access authority using an authentication token provided by a user.

[0526] "Communication encryption means" refers to a means for encrypting data in order to protect data communications using an Internet connection.

[0527] The "access control means" is a means for centrally managing requests based on user selection and controlling access rights to each service.

[0528] The "logout means" is a means for executing a logout process when the user has finished using the service.

[0529] The "session management means" is a means for managing a login session and deleting session information at the time of logout.

[0530] To implement the system of the present invention, the user, terminal, and server must each fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, a token generation means, an access confirmation means, a communication encryption means, an access control means, a logout means, and a session management means. Each of these means will be described in detail below.

[0531] Authentication Method

[0532] A user uses a device connected to the Internet and enters their ID and password on the login screen. The device sends the user's authentication information to the server. The server compares the received authentication information with a database, and if authenticated, generates an authentication token and sends it to the device. This authentication token is often implemented as a JWT (JSON Web Token). For example, to implement a secure authentication process, communications are encrypted using TLS (Transport Layer Security).

[0533] Service delivery method

[0534] The user selects the service they wish to use from the various services offered (for example, shopping, reservations, message boards, etc.). The terminal sends this selection information to the server as a request. The server checks the authentication token, retrieves the data for the corresponding service from the database using the service provision means, and sends it to the terminal. This provides the selected service to the user.

[0535] Data Processing Means

[0536] When a user uses a service, for example, when purchasing a product, the device sends the product selection and purchase information entered by the user to the server. The server then stores or updates the received purchase information in a database. Sensitive data such as credit card information and address data is transmitted securely using SSL / TLS encryption.

[0537] Notification means

[0538] After the data processing is complete, the server notifies the terminal of the result. The terminal receives this notification and displays it to the user. For example, if the purchase is successful, a message such as "Purchase completed" is displayed.

[0539] Token generation and access verification methods

[0540] When the server successfully authenticates a user, it generates an authentication token and sends it to the device, which acts as an access validation mechanism to ensure the user has the appropriate access rights for subsequent requests.

[0541] Communication encryption method

[0542] To ensure secure transmission and reception of data over the Internet, protocols such as TLS are used to encrypt communications, preventing data tampering and eavesdropping.

[0543] Logout and session management methods

[0544] When a user finishes using the service and presses the logout button, the device sends a logout request to the server. The server deletes the session information and sends a notification to the device that the logout is complete. The device displays this notification to the user, and confirms that the session has ended.

[0545] Specific examples

[0546] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, they are authenticated by the authentication means. After that, when the user selects a shopping service, the service providing means displays a list of products. When the user selects the product they wish to purchase, enters the purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[0547] Example prompts for generative AI models

[0548] Please explain in detail the steps a user takes to log in to an online shopping system, purchase a product, receive a notification that the purchase is complete, and finally log out. Please also include specific system operations.

[0549] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[0550] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0551] Step 1:

[0552] A user displays a login screen on an internet-connected device and enters their ID and password. The input data is the user's authentication information, and the output data is an authentication request sent to the server via the device.

[0553] Step 2:

[0554] The terminal sends the entered authentication information to the server. Specifically, the data is encrypted using the HTTPS protocol, and the authentication information is securely transferred to the server. The input is the user's authentication information, and the output is an encrypted authentication request.

[0555] Step 3:

[0556] The server checks the received authentication information against its database. The server checks whether the ID and password match and generates a result. The input is the authentication request, and the output is the authentication success or failure result.

[0557] Step 4:

[0558] If the server is successful in authentication, it generates an authentication token and sends it to the device. Specifically, it generates a JWT (JSON Web Token) and sends it to the device as a user-specific token. The input is the result of successful authentication, and the output is the generated authentication token.

[0559] Step 5:

[0560] The terminal saves the received authentication token and notifies the user that the login was successful. It displays the message "Login successful" on the screen. The input is the authentication token, and the output is the display message.

[0561] Step 6:

[0562] The user selects the service they want to use (for example, choosing a shopping service). The selected service information is input to the terminal and sent from the terminal to the server as a request. The input is the service selection information, and the output is a service request.

[0563] Step 7:

[0564] The server checks the authentication token and verifies the appropriate access rights. The server validates the authentication token and determines the user's access rights. The input is the service request and the authentication token, and the output is the access rights verification result.

[0565] Step 8:

[0566] The server uses the service provision means to obtain data on the relevant service from the database. For example, it obtains a product list. The input is the result of the access authority confirmation and the service request, and the output is the service data.

[0567] Step 9:

[0568] The server sends the acquired service data to the terminal. Specifically, it transfers product list data to the terminal. The input is the service data, and the output is the sent service data.

[0569] Step 10:

[0570] The terminal displays the received service data to the user. For example, a product list page is displayed. The input is the service data, and the output is the displayed service content.

[0571] Step 11:

[0572] The user selects the product to purchase, enters purchase information (e.g., shipping address, payment method, etc.), and clicks the submit button. The input is the purchase information, and the output is a purchase request.

[0573] Step 12:

[0574] The terminal sends the entered purchase information to the server. The encrypted data is transferred to the server using the HTTPS protocol. The input is the purchase information, and the output is an encrypted purchase request.

[0575] Step 13:

[0576] The server saves or updates the purchase information received in the database. It adds new order data and updates the user's order history. The input is the purchase request and the output is the updated database.

[0577] Step 14:

[0578] The server notifies the terminal that the purchase process is complete. Specifically, it generates a message stating "Purchase completed" and sends it to the terminal. The input is the updated database information, and the output is the notification message.

[0579] Step 15:

[0580] The terminal receives the purchase completion message and displays it to the user. The input is the notification message, and the output is the displayed purchase completion message.

[0581] Step 16:

[0582] The user quits the service and clicks the logout button. The input is the logout operation and the output is the logout request.

[0583] Step 17:

[0584] The terminal sends a logout request to the server. The input is the logout request, and the output is a logout notification to the server.

[0585] Step 18:

[0586] The server deletes the session information and notifies the terminal that the logout is complete. The input is the server-side session information, and the output is a logout completion notification.

[0587] Step 19:

[0588] The terminal displays a logout complete message to the user, confirming that the session has ended. The input is the logout complete notification, and the output is the displayed logout complete message.

[0589] (Application example 1)

[0590] 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."

[0591] Conventional authentication systems rely solely on user IDs and passwords, resulting in insufficient security. Furthermore, they lack the ability to provide real-time notifications when abnormal access occurs, making it difficult to respond quickly. Furthermore, there is a lack of authentication methods using biometrics, such as facial recognition, creating a need for comprehensive security improvements.

[0592] 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.

[0593] In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing services based on the user's selection, means for receiving data or requests entered by the user and updating a database or retrieving data according to the content, means for notifying the user of the processing results, means for performing facial authentication using the user's biometric information, means for notifying abnormal access in real time, and means for centrally managing security information and access logs, thereby enabling comprehensive security improvement and rapid response to abnormal access.

[0594] "User authentication" is the process of verifying that a user is authorized when accessing a system.

[0595] "Service provision" is the process of appropriately providing a service requested by a user.

[0596] "Data processing" is the process of updating a database or retrieving necessary data based on data or requests entered by a user.

[0597] "Notification" is the process by which the system notifies the user of important information such as processing results.

[0598] "Facial authentication" is a technology that recognizes a user using a facial image as biometric information of the user.

[0599] "Abnormal Access Notification" is a function that allows the system to detect unauthorized login attempts and other abnormal access and notify users in real time.

[0600] "Centralized management" refers to the process of centrally and comprehensively managing security information, access logs, and other information.

[0601] "Session information" is information about a series of operations performed by a user from when they log in to the system until when they log out.

[0602] "Access control" is a function that restricts the services and data that users can access.

[0603] To implement the security system of the present invention, users, terminals, and servers must each fulfill their respective roles. This system includes user authentication, service provision, data processing, notification, face recognition, abnormal access notification, centralized management, and session management.

[0604] User operations

[0605] Users can use various security services by accessing the system using a terminal connected to the Internet. First, the user enters their ID, password or facial image on the login screen and logs into the system using authentication methods. After logging in, the user can use various security services such as managing important information and changing settings.

[0606] Authentication Method

[0607] The device sends the authentication information entered by the user to the server. The server compares the received authentication information with a database, and if authentication is successful, the user is considered authenticated and allowed to continue operation. In the case of facial recognition, the device captures a facial image and performs authentication using facial recognition software (e.g., the face_recognition library).

[0608] Service delivery method

[0609] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[0610] Data Processing Means

[0611] When a user uses a service, for example to manage security information or update important information, the terminal sends the information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database or retrieve the relevant information.

[0612] Notification means

[0613] When data processing is complete, the server notifies the terminal of the results. The terminal then displays the results to the user. For example, if important information has been successfully updated, a completion message is displayed. If abnormal access is detected, an abnormal access notification means notifies the user in real time.

[0614] Centralized management method

[0615] The server centrally manages security information and access logs, allowing for centralized management of user access history and security settings.

[0616] Session Management Method

[0617] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[0618] Specific examples

[0619] For example, a specific example of a user using this system to manage their own security information is as follows: When the user logs in by entering their ID and password or facial image, authentication is performed by the authentication means. After that, when the user selects a security information management service, the service providing means displays the security information. When the user selects the information to change, enters the updated information, and clicks the send button, the data processing means performs the update process. Finally, the notification means displays an update completion message on the user's terminal. Furthermore, if an unauthorized login attempt is detected, the abnormal access notification means notifies the user in real time. By pressing the logout button, the session ends and logout is completed.

[0620] Examples of prompt statements

[0621] Below are some examples of prompt sentences to input into the generative AI model.

[0622] Write Python code for a security application that involves facial recognition for user authentication, paying special attention to the part that processes the face images and compares them with a database, using Flask and SQLAlchemy.

[0623] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0624] Step 1:

[0625] The user opens the login screen on the device and enters their ID and password or a facial image. The ID, password, or facial image is acquired as input data. User authentication is performed based on this input.

[0626] Step 2:

[0627] The device sends the entered ID and password to the server, or in the case of facial recognition, the device captures a facial image and sends that data to the server, where the process of sending the input data takes place.

[0628] Step 3:

[0629] The server compares the received authentication information with the database, confirming whether the ID and password match or the face recognition was successful, and provides an authentication result based on this data comparison.

[0630] Step 4:

[0631] If the authentication is successful, the server determines that the user is authenticated and starts a session. If the authentication is unsuccessful, the server creates a notification of authentication failure and sends it to the terminal.

[0632] Step 5:

[0633] The server retrieves the relevant data from the database based on the service selected by the user and sends it to the terminal. The selected service content becomes input data, and the retrieved data becomes output data.

[0634] Step 6:

[0635] The terminal displays the data received from the server to the user, allowing the user to use the service. The displayed data is the final output.

[0636] Step 7:

[0637] When a user updates important information, the updated information is entered and sent to the server by the terminal. This input data is used as the basis for updating the database.

[0638] Step 8:

[0639] The server updates the database based on the received update information. The updated data becomes the output data.

[0640] Step 9:

[0641] The server sends the processing result to the terminal as a notification. If the update is successful, it creates a success message. If it fails, it creates a failure message and notifies it.

[0642] Step 10:

[0643] The device receives the notification and displays it to the user. The displayed notification is the final output.

[0644] Step 11:

[0645] When the server detects an abnormal access, it sends a notification of the abnormal access to the user in real time. The detection of the abnormal access is the input data, and the notification content is the output data.

[0646] Step 12:

[0647] When a user wants to log out, they press the logout button on the terminal. This user operation becomes the input.

[0648] Step 13:

[0649] The terminal sends a logout request to the server. The server deletes the session information and sends a logout completion notification to the terminal. The session deletion becomes a data calculation, and the completion notification becomes output data.

[0650] Step 14:

[0651] The terminal displays a logout completion notification to the user. The displayed notification is the final output.

[0652] 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.

[0653] The system of the present invention comprises an authentication means for receiving authentication information entered by a user and performing authentication processing, a service provision means for providing a service based on the user's selection, a data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content of the data, and a notification means for notifying the user of the processing results.The system also comprises an access control means for centrally managing requests based on the user's selection and controlling access to each service, a logout means activated by the user, and a session management means for deleting session information.

[0654] In addition, the system of the present invention includes an emotion engine that analyzes user input data and recognizes the user's emotion, an adjustment means for adjusting the service provision method based on the recognized user emotion, and an emotion data management means for storing the user's emotion data in a database and using it to provide individual services.

[0655] User operations

[0656] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[0657] Authentication Method

[0658] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database and performs the authentication process. If the authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[0659] Service delivery method

[0660] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[0661] Data processing and notification methods

[0662] When a user uses a service, for example, when purchasing a product, the terminal sends the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information. Once the data processing is complete, the server notifies the terminal of the results, and the terminal displays the results to the user.

[0663] Access Control Measures

[0664] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[0665] Logout and session management methods

[0666] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[0667] Emotion Engine

[0668] When the device sends the user's input data to the server, the server analyzes the received data using an emotion engine to recognize the user's emotion. For example, the server identifies the user's emotional state (joy, anger, sadness, etc.) from comments made at the time of purchase or the content of inquiries. The recognized emotional information is stored in a database using an emotion data management means.

[0669] Adjustment means

[0670] The server adjusts its service delivery method based on the user's perceived emotions, for example, offering special discounts or additional support if the user is dissatisfied.

[0671] Specific examples

[0672] For example, a specific example of a user using the system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information, and clicks the submit button, the purchase is processed by the data processing means. Furthermore, the emotion engine reads the user's emotions from the user's comments and reviews, and the emotion data management means stores this in a database. For example, if the user has a positive impression, that emotion data can be used to suggest products that the user would like for their next shopping trip. Furthermore, dissatisfied users can be offered discount coupons, thereby improving user satisfaction.

[0673] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[0674] The processing flow will be explained below.

[0675] Step 1:

[0676] A user accesses the system using a terminal connected to the Internet.

[0677] Step 2:

[0678] The user enters their ID and password on the login screen.

[0679] Step 3:

[0680] The device sends the entered ID and password to the server.

[0681] Step 4:

[0682] The server checks the received authentication information against the database and performs authentication processing.

[0683] Step 5:

[0684] The server returns the authentication result to the device. If authentication is successful, the home screen is displayed to the user.

[0685] Step 6:

[0686] The user selects the service they want to use on the home screen.

[0687] Step 7:

[0688] The terminal requests information about the service selected by the user from the server.

[0689] Step 8:

[0690] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[0691] Step 9:

[0692] The terminal displays the received data to the user and provides the service.

[0693] Step 10:

[0694] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[0695] Step 11:

[0696] The terminal sends the input data and requests to the server.

[0697] Step 12:

[0698] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[0699] Step 13:

[0700] The server sends the processing result to the terminal.

[0701] Step 14:

[0702] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[0703] Step 15:

[0704] The device sends the user's input data to the server, for example, sending reviews and comments.

[0705] Step 16:

[0706] The server analyzes the received data and recognizes the user's emotions using an emotion engine.

[0707] Step 17:

[0708] The server stores the recognized user emotion information in a database using emotion data management means.

[0709] Step 18:

[0710] The server can then adjust its service delivery based on the perceived emotion, for example offering a coupon if the customer is dissatisfied.

[0711] Step 19:

[0712] The server transmits the adjusted service information to the terminal for the user.

[0713] Step 20:

[0714] The terminal displays the received adjustment results to the user.

[0715] Step 21:

[0716] The user ends the service and presses the logout button.

[0717] Step 22:

[0718] The terminal sends a logout request to the server.

[0719] Step 23:

[0720] The server deletes the session information and sends a logout completion message to the terminal.

[0721] Step 24:

[0722] The terminal displays a logout complete message to the user.

[0723] Example 2

[0724] 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."

[0725] The present invention aims to provide services suited to individual user needs by analyzing the user's emotional data and adjusting the service provision method based on the results, in addition to authenticating the authentication information entered by the user, providing services based on the service selection, and notifying the results of data processing. Conventional systems have had problems in that feedback based on the user's emotions is insufficient, resulting in reduced user satisfaction and convenience.

[0726] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes an authentication means that receives authentication information entered by a user and performs authentication processing, a service providing means that provides a service based on the user's selection, and a data processing means that receives data or requests entered by a user and updates a database or acquires data according to the contents of the data or requests. This makes it possible to analyze the data entered by the user, recognize the user's emotions, and adjust the service provision method based on the recognized user emotions.

[0727] An "authentication means" is a system component that receives authentication information (such as ID and password) entered by a user and performs authentication processing by comparing it with registered information in a database.

[0728] A "service provision means" is a system component that retrieves the data necessary to provide various services (e.g., shopping, reservations, message boards, etc.) based on the user's selection from a database and provides the corresponding service to the user.

[0729] The "data processing means" is a system component that receives data or requests entered by a user and updates the database or retrieves data according to the content of the data or requests.

[0730] The "notification means" is a system component for notifying the user of the results of data processing, and has the role of displaying the result information on the user's terminal.

[0731] An "emotion engine" is a system component that analyzes user input data and recognizes the user's emotions (e.g., joy, anger, sadness, etc.).

[0732] The "adjustment means" is a system component for adjusting the service provision method based on the user's emotion recognized by the emotion engine.

[0733] The "emotion data management means" is a system component that stores user emotion data in a database and uses that data to provide individual services.

[0734] The "access control means" is a system component that centrally manages requests based on user selection and controls access rights to each service.

[0735] The "logout means" is a system component that performs logout processing when a user finishes using a service.

[0736] A "session management means" is a system component for deleting session information when a user logs out.

[0737] These system components enable the system of the present invention to perform more accurate authentication, provide services tailored to individual needs, and adjust based on user emotions.

[0738] The system of the present invention is constructed by combining the following multiple means, and aims to improve user convenience and satisfaction. The program of this system includes implementations of receiving and authenticating authentication information, providing services, processing data and notifications, and analyzing and adjusting emotions.

[0739] Hardware and software used

[0740] This system is realized using the following hardware and software.

[0741] 1. Server: Receives authentication information and processes authentication, provides selected services, processes data, notifies users, analyzes sentiment, and adjusts service delivery methods. Server software includes web servers such as Apache or Nginx, database management systems such as MySQL or PostgreSQL, and programming languages ​​such as Python or Java.

[0742] 2. Terminal: A device (PC, smartphone, tablet, etc.) operated by a user that provides an interface for accessing the system and using various services. Terminal software includes browsers (Google® Chrome, Mozilla Firefox, Safari, etc.) and mobile applications.

[0743] 3. Emotion Engine: Analyzes user input data to recognize emotions, using natural language processing (NLP) algorithms and machine learning models (e.g., TensorFlow, PyTorch).

[0744] 4. Database: Used to store user authentication information, service data, emotion data, etc.

[0745] What the program does

[0746] The system of the present invention executes the following processes.

[0747] 1. Authentication method: The authentication information (ID, password, etc.) entered by the user is received and the server performs the authentication process by comparing it with the registered information in the database. For example, when a user enters their ID and password on the login screen, the terminal sends it to the server, which then compares the authentication information with the database.

[0748] 2. Service provision means: Provides various services (shopping, reservations, message boards, etc.) based on the user's selection. When the user selects the desired service, the terminal sends that information to the server, and the server retrieves the necessary information from the database and sends it to the terminal.

[0749] 3. Data processing and notification means: The server updates the database or retrieves data according to the data or request entered by the user. Once the processing is complete, the results are notified to the terminal, which then displays them to the user.

[0750] 4. Emotion engine: Analyzes data entered by users (such as comments and reviews) and recognizes emotions. The recognized emotions are stored in a database and used to provide individualized services.

[0751] 5. Adjustment: The server can adjust the service delivery method based on the user's perceived emotions. For example, if the user is dissatisfied, it can offer special discounts or additional support.

[0752] Specific examples

[0753] For example, let's consider the case where a user uses an online shopping service. The user logs in by entering their ID and password. The server compares the authentication information with the database, and if authentication is successful, the login is complete. Next, the user selects the shopping service, and a list of products is displayed on the terminal. When the user selects the product to purchase and enters the purchase information, the server receives the information and updates the database. Once the purchase process is complete, the server notifies the terminal of the result, and the terminal displays it to the user.

[0754] Furthermore, when users enter comments or reviews, the data is sent to the server and analyzed by the emotion engine. The recognized emotions are stored in the database and used to provide future services.

[0755] Example prompts to be input to the generative AI model

[0756] 1. "Please explain the detailed steps of the login process on an online shopping site."

[0757] 2. "Please explain the procedure for processing data and notifying the outcome when purchasing products on a shopping site."

[0758] 3. "Explain how to use a sentiment engine to analyze user reviews and tailor your service based on sentiment."

[0759] As described above, the system of the present invention includes detailed and specific processing procedures, thereby making it possible to significantly improve user convenience and satisfaction.

[0760] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0761] Step 1: Login process (authentication method)

[0762] 1. The user enters their ID and password on the login screen.

[0763] 2. The terminal sends the authentication information entered by the user to the server. At this time, the input is the user's ID and password, which the terminal encrypts and sends.

[0764] 3. The server decodes the encrypted authentication information it receives and matches it with the registration information in its database.

[0765] 4. If the server is successful in authentication, it generates a message indicating successful authentication and returns it to the terminal. The output is a message indicating successful authentication.

[0766] 5. The terminal decodes the message and displays it to the user, such as "Login successful."

[0767] Specific behavior:

[0768] The user clicks the "Login" button on the login screen.

[0769] The device encrypts the entered ID and password and sends them to the server.

[0770] The server performs the verification and generates a result of either authentication success or failure.

[0771] The terminal displays the authentication result to the user.

[0772] Step 2: Service selection (service delivery method)

[0773] 1. The user selects the service they wish to use (e.g., shopping).

[0774] 2. The terminal sends the service selection information to the server, with the service ID as input.

[0775] 3. The server retrieves the data for the service from the database and generates the data for the service as output.

[0776] 4. The server sends the acquired data to the device.

[0777] 5. The device displays the data to the user, including detailed service information and selectable options.

[0778] Specific behavior:

[0779] The user clicks the "Shop" button.

[0780] The terminal transmits the selected service ID to the server.

[0781] The server retrieves the service information from the database and sends it.

[0782] The device will display the service details.

[0783] Step 3: Purchase process (data processing and notification methods)

[0784] 1. The user enters purchase information and clicks the purchase button.

[0785] 2. The terminal sends the purchase information to the server, including the product ID, quantity, and payment information.

[0786] 3. The server receives the request and processes the data to update the database (e.g., inventory update, sales update, etc.). The output is the update results.

[0787] 4. The server generates the result of the purchase process and notifies the terminal, such as "Purchase completed."

[0788] 5. The terminal displays the results to the user, such as a notification that the purchase has been completed and the order number.

[0789] Specific behavior:

[0790] The user enters the purchase information and clicks the "Confirm Purchase" button.

[0791] The terminal sends the purchase information to the server.

[0792] The server processes the transaction and updates the database.

[0793] The server generates a purchase result and notifies the terminal.

[0794] The device renders and displays a purchase completion screen.

[0795] Step 4: Logout process (logout method and session management method)

[0796] 1. The user presses the logout button.

[0797] 2. The terminal sends a logout request to the server. The input is a logout request.

[0798] 3. The server deletes the session information from memory. The output is the session deletion result.

[0799] 4. The server generates a message indicating that the logout is complete and sends it to the terminal. The message may say something like "Logout successful."

[0800] 5. The terminal displays a logout completion screen to the user, and the display returns to the login screen.

[0801] Specific behavior:

[0802] The user presses the "Logout" button.

[0803] The terminal sends a logout request to the server.

[0804] The server deletes the session information.

[0805] The server generates a logout success message and sends it to the terminal.

[0806] The device will return to the login screen.

[0807] Step 5: Emotion analysis processing (emotion engine)

[0808] 1. A user enters a comment or review.

[0809] 2. The device sends the user's input data, which is text data such as comments and reviews, to the server.

[0810] 3. The server analyzes the received data using the emotion engine to recognize the user's emotion. The output is the recognized emotion information.

[0811] 4. The server stores the recognized emotion data in a database.

[0812] 5. The device displays the results, including analysis results and suggested changes to the service.

[0813] Specific behavior:

[0814] The user enters a comment or review and clicks the "Submit" button.

[0815] The terminal transmits the comment data to the server.

[0816] The server performs sentiment analysis using natural language processing (NLP).

[0817] The recognized emotion information is stored in a database.

[0818] The device will display the analysis results.

[0819] Step 6: Emotion-based service adjustment (adjustment measures)

[0820] 1. The server adjusts the service provision method based on the user's emotional information recognized by the emotion engine. The input is emotional information.

[0821] 2. The server generates special offers, additional support, etc. The output is the tailored service offering.

[0822] 3. The server sends the adjusted service content to the terminal.

[0823] 4. The device notifies the user and displays the information, such as special offers or information about additional support.

[0824] Specific behavior:

[0825] The server analyzes the emotional information and makes the necessary adjustments.

[0826] Generate and send special offers and additional support information to your device.

[0827] The terminal notifies the user of the content of the generated special offer.

[0828] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[0829] (Application example 2)

[0830] 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."

[0831] In modern online services and food delivery services, a lack of personalized responses that take user emotions into consideration can lead to low user satisfaction. Furthermore, typical services lack mechanisms for adjusting service content based on user feedback and emotions. To address this issue, it is necessary to effectively analyze user emotions and provide personalized services accordingly.

[0832] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing a service based on the user's selection, means for receiving data or requests entered by the user and updating a database or acquiring data according to the content thereof, means for analyzing the user's emotions and adjusting the service provision method based on the emotions, and means for analyzing the user's emotion data and notifying the user of the adjusted service provision content. This makes it possible to provide a service based on the user's emotions, thereby improving user satisfaction.

[0833] "Authentication information" refers to identification information used to identify an individual, such as an ID or password, that is used by a user when accessing a system.

[0834] The "authentication means" is a function that receives authentication information entered by a user, compares it with a database, and determines whether or not authentication is possible.

[0835] The "service providing means" is a function that provides a corresponding service based on the user's selection.

[0836] "Data processing means" is a function that receives data or requests entered by the user, updates the database according to the content, and acquires the necessary data.

[0837] "Notification means" is a function that notifies the user of the results of data processing and other necessary information.

[0838] The "emotion analysis means" is a function that analyzes the user's input data and recognizes the user's emotions (joy, anger, sadness, etc.).

[0839] The "adjustment means" is a function that appropriately adjusts the service provision method based on the user's emotions recognized by the emotion analysis means.

[0840] "Emotion data" refers to emotion information analyzed from user input data and stored in a database.

[0841] The "logout means" is a function for ending a session that is executed when a user finishes using the system.

[0842] The "session management means" is a function that manages the login status of the user and deletes the session information as necessary.

[0843] A system for realizing this invention includes authentication means for receiving authentication information entered by a user and performing authentication processing, service provision means for providing services based on the user's selection, data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content thereof, notification means for notifying the user of the processing results, emotion analysis means for analyzing the user's emotions and adjusting the service provision method based thereon, and means for analyzing and adjusting emotion data and notifying the user.

[0844] The system uses the following hardware and software:

[0845] Hardware: Server (including database for data storage and communication module), user terminal (smartphone, tablet, etc.)

[0846] Software: Python (for data processing and sentiment analysis), TextBlob (sentiment analysis library), SQLite (database)

[0847] When a user accesses the system using a terminal, they first enter authentication information. The server compares the received authentication information with the database and determines whether or not authentication is possible. If authentication is successful, the service provision means provides the service the user requires (e.g., food delivery). When the user selects the restaurant they want and enters the order details, the information is sent to the server. The server processes the order information using the data processing means and updates the database.

[0848] After completing an order, users can leave reviews and comments after delivery. The comment data is analyzed by a sentiment analysis tool on the server to recognize the user's sentiment (positive, negative, neutral). This sentiment data is stored in a database and will be used the next time the service is provided.

[0849] For example, if a user comments that the food they ordered was "delicious," the emotion analysis means will recognize the positive emotion and recommend a similar menu item for the next order. On the other hand, if there is a negative comment, the system can improve the user's satisfaction by offering a discount coupon, etc.

[0850] As an example of a prompt sentence, when expressing a desire for a discount on your next meal order, it is recommended to enter "I would like a discount coupon" or "There was a problem with my last order, so I would like a discount next time."

[0851] This system makes it possible to provide individual services based on the user's emotions, thereby improving user satisfaction.

[0852] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0853] Step 1:

[0854] The user accesses the login screen on their device and enters their ID and password. The entered authentication information is sent from the device to the server. The server compares the received authentication information with a database and determines whether or not authentication is possible. If authentication is successful, the server sends a message indicating this to the device and displays it to the user.

[0855] Input: ID and password entered by the user

[0856] Output: Authentication success or failure message

[0857] Step 2:

[0858] After successful authentication, the user selects the service they wish to use (e.g., food delivery) from the menu on the terminal. The selection information is sent from the terminal to the server. The server retrieves data corresponding to the selected service from the database and sends it to the terminal using the service provision means. The terminal displays the received information to the user.

[0859] Input: Service information selected by the user

[0860] Output: Data related to the service (e.g., restaurant menu)

[0861] Step 3:

[0862] The user selects a restaurant and menu and enters the order details. The order details are sent from the terminal to the server. The server processes the received order details using data processing means and updates the database. The updated results are notified to the terminal, which then displays an order confirmation message to the user.

[0863] Input: Order details entered by the user

[0864] Output: Database update results, order confirmation message

[0865] Step 4:

[0866] After the delivery is completed, the user uses the terminal to input reviews and comments. The input comment data is sent from the terminal to the server. The server analyzes the comment data using emotion analysis means and recognizes the user's emotion (positive, negative, neutral). The recognized emotion information is stored in a database.

[0867] Input: Comments entered by the user

[0868] Output: Recognized emotion information, saved in database

[0869] Step 5:

[0870] The next time a service is provided, the server retrieves the user's past emotional information from the database and adjusts the service provision method based on the user's emotions. For example, it may provide a discount coupon to a user with negative emotions and suggest menu recommendations to a user with positive emotions. The adjusted service information is sent to the terminal and notified to the user.

[0871] Input: Past emotional information

[0872] Output: Adjusted service delivery method, user notification

[0873] Step 6:

[0874] When a user presses the logout button on the terminal, a logout request is sent to the server. The server uses the session management means to delete the session information and notify the terminal that the logout has been completed. The terminal displays this message to the user, and the session ends.

[0875] Input: Logout request

[0876] Output: Logout complete message

[0877] Through this process, the system can provide services based on the user's emotions and improve user satisfaction.

[0878] 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.

[0879] 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.

[0880] 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.

[0881] [Third embodiment]

[0882] FIG. 5 shows an example of the configuration of a data processing system 310 according to the third embodiment.

[0883] 5, the data processing system 310 includes the data processing device 12 and a headset type terminal 314. An example of the data processing device 12 is a server.

[0884] 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).

[0885] 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.

[0886] 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.

[0887] 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).

[0888] 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.

[0889] 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.

[0890] 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.

[0891] 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.

[0892] 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.

[0893] 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."

[0894] To implement the system of the present invention, it is necessary for the user, the terminal, and the server to fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, an access control means, a logout means, and a session management means.

[0895] User operations

[0896] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[0897] Authentication Method

[0898] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database, and if authentication is successful, the user is considered authenticated and the operation can continue.

[0899] Service delivery method

[0900] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[0901] Data Processing Means

[0902] When a user uses a service, for example, when purchasing a product, the terminal transmits the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information.

[0903] Notification means

[0904] When the data processing is complete, the server notifies the terminal of the result. The terminal then displays the result to the user. For example, if the purchase is successful, a message indicating the purchase is complete is displayed.

[0905] Access Control Measures

[0906] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[0907] Logout and session management methods

[0908] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[0909] Specific examples

[0910] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[0911] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[0912] The processing flow will be explained below.

[0913] Step 1:

[0914] A user accesses the system and enters their ID and password on the login screen.

[0915] Step 2:

[0916] The device sends the entered ID and password to the server.

[0917] Step 3:

[0918] The server compares the received authentication information with the database and performs authentication processing. If authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[0919] Step 4:

[0920] The device receives a message that authentication was successful and displays the home screen to the user, where the user can select the service they wish to use.

[0921] Step 5:

[0922] The terminal requests information about the service selected by the user from the server.

[0923] Step 6:

[0924] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[0925] Step 7:

[0926] The terminal displays the received data to the user, allowing the user to use the service.

[0927] Step 8:

[0928] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[0929] Step 9:

[0930] The terminal sends the input data and requests to the server.

[0931] Step 10:

[0932] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[0933] Step 11:

[0934] The server sends the processing result to the terminal.

[0935] Step 12:

[0936] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[0937] Step 13:

[0938] The user finishes using the service and clicks the logout button.

[0939] Step 14:

[0940] The terminal sends a logout request to the server.

[0941] Step 15:

[0942] The server deletes the session information and sends a logout completion message to the terminal.

[0943] Step 16:

[0944] The terminal displays a logout complete message to the user.

[0945] Example 1

[0946] 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."

[0947] In conventional online service systems, secure authentication processes, efficient data processing, and user notifications are implemented as separate systems, making overall integration and management difficult. In addition, insufficient access management increases the risk of unauthorized access to services and data leaks. There was a need to solve these problems and provide seamless and secure online services to users.

[0948] 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.

[0949] In this invention, the server includes authentication means for receiving authentication information entered by a user and performing authentication processing, service providing means for providing a service to an information processing device based on a user selection, data processing means for receiving data or requests entered by a user and updating a storage device or acquiring data according to the content of the data or requests, token generation means for generating an authentication token and transmitting it to the information processing device, access confirmation means for confirming access authority using the authentication token, communication encryption means for encrypting data communication using an Internet connection, and notification means for notifying the user of the processing result. This improves overall integration, streamlines user authentication processes and data processing, and makes it possible to provide online services with enhanced security.

[0950] "Authentication means" refers to a means for receiving authentication information such as an ID and password entered by a user and verifying it against a database.

[0951] The "service providing means" is a means for acquiring service data and transmitting it to the user's terminal in order to provide the necessary service based on the user's selection.

[0952] The "data processing means" is a means for receiving data or requests input by a user and updating the storage device or acquiring necessary data according to the contents of the data or requests.

[0953] The "notification means" is a means for notifying the user of the processing results performed by the data processing means.

[0954] The "token generating means" is a means for generating an authentication token when authentication is successful and transmitting it to the user's terminal.

[0955] The "access verification means" is a means for verifying access authority using an authentication token provided by a user.

[0956] "Communication encryption means" refers to a means for encrypting data in order to protect data communications using an Internet connection.

[0957] The "access control means" is a means for centrally managing requests based on user selection and controlling access rights to each service.

[0958] The "logout means" is a means for executing a logout process when the user has finished using the service.

[0959] The "session management means" is a means for managing a login session and deleting session information at the time of logout.

[0960] To implement the system of the present invention, the user, terminal, and server must each fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, a token generation means, an access confirmation means, a communication encryption means, an access control means, a logout means, and a session management means. Each of these means will be described in detail below.

[0961] Authentication Method

[0962] A user uses a device connected to the Internet and enters their ID and password on the login screen. The device sends the user's authentication information to the server. The server compares the received authentication information with a database, and if authenticated, generates an authentication token and sends it to the device. This authentication token is often implemented as a JWT (JSON Web Token). For example, to implement a secure authentication process, communications are encrypted using TLS (Transport Layer Security).

[0963] Service delivery method

[0964] The user selects the service they wish to use from the various services offered (for example, shopping, reservations, message boards, etc.). The terminal sends this selection information to the server as a request. The server checks the authentication token, retrieves the data for the corresponding service from the database using the service provision means, and sends it to the terminal. This provides the selected service to the user.

[0965] Data Processing Means

[0966] When a user uses a service, for example, when purchasing a product, the device sends the product selection and purchase information entered by the user to the server. The server then stores or updates the received purchase information in a database. Sensitive data such as credit card information and address data is transmitted securely using SSL / TLS encryption.

[0967] Notification means

[0968] After the data processing is complete, the server notifies the terminal of the result. The terminal receives this notification and displays it to the user. For example, if the purchase is successful, a message such as "Purchase completed" is displayed.

[0969] Token generation and access verification methods

[0970] When the server successfully authenticates a user, it generates an authentication token and sends it to the device, which acts as an access validation mechanism to ensure the user has the appropriate access rights for subsequent requests.

[0971] Communication encryption method

[0972] To ensure secure transmission and reception of data over the Internet, protocols such as TLS are used to encrypt communications, preventing data tampering and eavesdropping.

[0973] Logout and session management methods

[0974] When a user finishes using the service and presses the logout button, the device sends a logout request to the server. The server deletes the session information and sends a notification to the device that the logout is complete. The device displays this notification to the user, and confirms that the session has ended.

[0975] Specific examples

[0976] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, they are authenticated by the authentication means. After that, when the user selects a shopping service, the service providing means displays a list of products. When the user selects the product they wish to purchase, enters the purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[0977] Example prompts for generative AI models

[0978] Please explain in detail the steps a user takes to log in to an online shopping system, purchase a product, receive a notification that the purchase is complete, and finally log out. Please also include specific system operations.

[0979] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[0980] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0981] Step 1:

[0982] A user displays a login screen on an internet-connected device and enters their ID and password. The input data is the user's authentication information, and the output data is an authentication request sent to the server via the device.

[0983] Step 2:

[0984] The terminal sends the entered authentication information to the server. Specifically, the data is encrypted using the HTTPS protocol, and the authentication information is securely transferred to the server. The input is the user's authentication information, and the output is an encrypted authentication request.

[0985] Step 3:

[0986] The server checks the received authentication information against its database. The server checks whether the ID and password match and generates a result. The input is the authentication request, and the output is the authentication success or failure result.

[0987] Step 4:

[0988] If the server is successful in authentication, it generates an authentication token and sends it to the device. Specifically, it generates a JWT (JSON Web Token) and sends it to the device as a user-specific token. The input is the result of successful authentication, and the output is the generated authentication token.

[0989] Step 5:

[0990] The terminal saves the received authentication token and notifies the user that the login was successful. It displays the message "Login successful" on the screen. The input is the authentication token, and the output is the display message.

[0991] Step 6:

[0992] The user selects the service they want to use (for example, choosing a shopping service). The selected service information is input to the terminal and sent from the terminal to the server as a request. The input is the service selection information, and the output is a service request.

[0993] Step 7:

[0994] The server checks the authentication token and verifies the appropriate access rights. The server validates the authentication token and determines the user's access rights. The input is the service request and the authentication token, and the output is the access rights verification result.

[0995] Step 8:

[0996] The server uses the service provision means to obtain data on the relevant service from the database. For example, it obtains a product list. The input is the result of the access authority confirmation and the service request, and the output is the service data.

[0997] Step 9:

[0998] The server sends the acquired service data to the terminal. Specifically, it transfers product list data to the terminal. The input is the service data, and the output is the sent service data.

[0999] Step 10:

[1000] The terminal displays the received service data to the user. For example, a product list page is displayed. The input is the service data, and the output is the displayed service content.

[1001] Step 11:

[1002] The user selects the product to purchase, enters purchase information (e.g., shipping address, payment method, etc.), and clicks the submit button. The input is the purchase information, and the output is a purchase request.

[1003] Step 12:

[1004] The terminal sends the entered purchase information to the server. The encrypted data is transferred to the server using the HTTPS protocol. The input is the purchase information, and the output is an encrypted purchase request.

[1005] Step 13:

[1006] The server saves or updates the purchase information received in the database. It adds new order data and updates the user's order history. The input is the purchase request and the output is the updated database.

[1007] Step 14:

[1008] The server notifies the terminal that the purchase process is complete. Specifically, it generates a message stating "Purchase completed" and sends it to the terminal. The input is the updated database information, and the output is the notification message.

[1009] Step 15:

[1010] The terminal receives the purchase completion message and displays it to the user. The input is the notification message, and the output is the displayed purchase completion message.

[1011] Step 16:

[1012] The user quits the service and clicks the logout button. The input is the logout operation and the output is the logout request.

[1013] Step 17:

[1014] The terminal sends a logout request to the server. The input is the logout request, and the output is a logout notification to the server.

[1015] Step 18:

[1016] The server deletes the session information and notifies the terminal that the logout is complete. The input is the server-side session information, and the output is a logout completion notification.

[1017] Step 19:

[1018] The terminal displays a logout complete message to the user, confirming that the session has ended. The input is the logout complete notification, and the output is the displayed logout complete message.

[1019] (Application example 1)

[1020] 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."

[1021] Conventional authentication systems rely solely on user IDs and passwords, resulting in insufficient security. Furthermore, they lack the ability to provide real-time notifications when abnormal access occurs, making it difficult to respond quickly. Furthermore, there is a lack of authentication methods using biometrics, such as facial recognition, creating a need for comprehensive security improvements.

[1022] 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.

[1023] In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing services based on the user's selection, means for receiving data or requests entered by the user and updating a database or retrieving data according to the content, means for notifying the user of the processing results, means for performing facial authentication using the user's biometric information, means for notifying abnormal access in real time, and means for centrally managing security information and access logs, thereby enabling comprehensive security improvement and rapid response to abnormal access.

[1024] "User authentication" is the process of verifying that a user is authorized when accessing a system.

[1025] "Service provision" is the process of appropriately providing a service requested by a user.

[1026] "Data processing" is the process of updating a database or retrieving necessary data based on data or requests entered by a user.

[1027] "Notification" is the process by which the system notifies the user of important information such as processing results.

[1028] "Facial authentication" is a technology that recognizes a user using a facial image as biometric information of the user.

[1029] "Abnormal Access Notification" is a function that allows the system to detect unauthorized login attempts and other abnormal access and notify users in real time.

[1030] "Centralized management" refers to the process of centrally and comprehensively managing security information, access logs, and other information.

[1031] "Session information" is information about a series of operations performed by a user from when they log in to the system until when they log out.

[1032] "Access control" is a function that restricts the services and data that users can access.

[1033] To implement the security system of the present invention, users, terminals, and servers must each fulfill their respective roles. This system includes user authentication, service provision, data processing, notification, face recognition, abnormal access notification, centralized management, and session management.

[1034] User operations

[1035] Users can use various security services by accessing the system using a terminal connected to the Internet. First, the user enters their ID, password or facial image on the login screen and logs into the system using authentication methods. After logging in, the user can use various security services such as managing important information and changing settings.

[1036] Authentication Method

[1037] The device sends the authentication information entered by the user to the server. The server compares the received authentication information with a database, and if authentication is successful, the user is considered authenticated and allowed to continue operation. In the case of facial recognition, the device captures a facial image and performs authentication using facial recognition software (e.g., the face_recognition library).

[1038] Service delivery method

[1039] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[1040] Data Processing Means

[1041] When a user uses a service, for example to manage security information or update important information, the terminal sends the information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database or retrieve the relevant information.

[1042] Notification means

[1043] When data processing is complete, the server notifies the terminal of the results. The terminal then displays the results to the user. For example, if important information has been successfully updated, a completion message is displayed. If abnormal access is detected, an abnormal access notification means notifies the user in real time.

[1044] Centralized management method

[1045] The server centrally manages security information and access logs, allowing for centralized management of user access history and security settings.

[1046] Session Management Method

[1047] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[1048] Specific examples

[1049] For example, a specific example of a user using this system to manage their own security information is as follows: When the user logs in by entering their ID and password or facial image, authentication is performed by the authentication means. After that, when the user selects a security information management service, the service providing means displays the security information. When the user selects the information to change, enters the updated information, and clicks the send button, the data processing means performs the update process. Finally, the notification means displays an update completion message on the user's terminal. Furthermore, if an unauthorized login attempt is detected, the abnormal access notification means notifies the user in real time. By pressing the logout button, the session ends and logout is completed.

[1050] Examples of prompt statements

[1051] Below are some examples of prompt sentences to input into the generative AI model.

[1052] Write Python code for a security application that involves facial recognition for user authentication, paying special attention to the part that processes the face images and compares them with a database, using Flask and SQLAlchemy.

[1053] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1054] Step 1:

[1055] The user opens the login screen on the device and enters their ID and password or a facial image. The ID, password, or facial image is acquired as input data. User authentication is performed based on this input.

[1056] Step 2:

[1057] The device sends the entered ID and password to the server, or in the case of facial recognition, the device captures a facial image and sends that data to the server, where the process of sending the input data takes place.

[1058] Step 3:

[1059] The server compares the received authentication information with the database, confirming whether the ID and password match or the face recognition was successful, and provides an authentication result based on this data comparison.

[1060] Step 4:

[1061] If the authentication is successful, the server determines that the user is authenticated and starts a session. If the authentication is unsuccessful, the server creates a notification of authentication failure and sends it to the terminal.

[1062] Step 5:

[1063] The server retrieves the relevant data from the database based on the service selected by the user and sends it to the terminal. The selected service content becomes input data, and the retrieved data becomes output data.

[1064] Step 6:

[1065] The terminal displays the data received from the server to the user, allowing the user to use the service. The displayed data is the final output.

[1066] Step 7:

[1067] When a user updates important information, the updated information is entered and sent to the server by the terminal. This input data is used as the basis for updating the database.

[1068] Step 8:

[1069] The server updates the database based on the received update information. The updated data becomes the output data.

[1070] Step 9:

[1071] The server sends the processing result to the terminal as a notification. If the update is successful, it creates a success message. If it fails, it creates a failure message and notifies it.

[1072] Step 10:

[1073] The device receives the notification and displays it to the user. The displayed notification is the final output.

[1074] Step 11:

[1075] When the server detects an abnormal access, it sends a notification of the abnormal access to the user in real time. The detection of the abnormal access is the input data, and the notification content is the output data.

[1076] Step 12:

[1077] When a user wants to log out, they press the logout button on the terminal. This user operation becomes the input.

[1078] Step 13:

[1079] The terminal sends a logout request to the server. The server deletes the session information and sends a logout completion notification to the terminal. The session deletion becomes a data calculation, and the completion notification becomes output data.

[1080] Step 14:

[1081] The terminal displays a logout completion notification to the user. The displayed notification is the final output.

[1082] 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.

[1083] The system of the present invention comprises an authentication means for receiving authentication information entered by a user and performing authentication processing, a service provision means for providing a service based on the user's selection, a data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content of the data, and a notification means for notifying the user of the processing results.The system also comprises an access control means for centrally managing requests based on the user's selection and controlling access to each service, a logout means activated by the user, and a session management means for deleting session information.

[1084] In addition, the system of the present invention includes an emotion engine that analyzes user input data and recognizes the user's emotion, an adjustment means for adjusting the service provision method based on the recognized user emotion, and an emotion data management means for storing the user's emotion data in a database and using it to provide individual services.

[1085] User operations

[1086] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[1087] Authentication Method

[1088] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database and performs the authentication process. If the authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[1089] Service delivery method

[1090] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[1091] Data processing and notification methods

[1092] When a user uses a service, for example, when purchasing a product, the terminal sends the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information. Once the data processing is complete, the server notifies the terminal of the results, and the terminal displays the results to the user.

[1093] Access Control Measures

[1094] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[1095] Logout and session management methods

[1096] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[1097] Emotion Engine

[1098] When the device sends the user's input data to the server, the server analyzes the received data using an emotion engine to recognize the user's emotion. For example, the server identifies the user's emotional state (joy, anger, sadness, etc.) from comments made at the time of purchase or the content of inquiries. The recognized emotional information is stored in a database using an emotion data management means.

[1099] Adjustment means

[1100] The server adjusts its service delivery method based on the user's perceived emotions, for example, offering special discounts or additional support if the user is dissatisfied.

[1101] Specific examples

[1102] For example, a specific example of a user using the system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information, and clicks the submit button, the purchase is processed by the data processing means. Furthermore, the emotion engine reads the user's emotions from the user's comments and reviews, and the emotion data management means stores this in a database. For example, if the user has a positive impression, that emotion data can be used to suggest products that the user would like for their next shopping trip. Furthermore, dissatisfied users can be offered discount coupons, thereby improving user satisfaction.

[1103] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[1104] The processing flow will be explained below.

[1105] Step 1:

[1106] A user accesses the system using a terminal connected to the Internet.

[1107] Step 2:

[1108] The user enters their ID and password on the login screen.

[1109] Step 3:

[1110] The device sends the entered ID and password to the server.

[1111] Step 4:

[1112] The server checks the received authentication information against the database and performs authentication processing.

[1113] Step 5:

[1114] The server returns the authentication result to the device. If authentication is successful, the home screen is displayed to the user.

[1115] Step 6:

[1116] The user selects the service they want to use on the home screen.

[1117] Step 7:

[1118] The terminal requests information about the service selected by the user from the server.

[1119] Step 8:

[1120] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[1121] Step 9:

[1122] The terminal displays the received data to the user and provides the service.

[1123] Step 10:

[1124] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[1125] Step 11:

[1126] The terminal sends the input data and requests to the server.

[1127] Step 12:

[1128] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[1129] Step 13:

[1130] The server sends the processing result to the terminal.

[1131] Step 14:

[1132] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[1133] Step 15:

[1134] The device sends the user's input data to the server, for example, sending reviews and comments.

[1135] Step 16:

[1136] The server analyzes the received data and recognizes the user's emotions using an emotion engine.

[1137] Step 17:

[1138] The server stores the recognized user emotion information in a database using emotion data management means.

[1139] Step 18:

[1140] The server can then adjust its service delivery based on the perceived emotion, for example offering a coupon if the customer is dissatisfied.

[1141] Step 19:

[1142] The server transmits the adjusted service information to the terminal for the user.

[1143] Step 20:

[1144] The terminal displays the received adjustment results to the user.

[1145] Step 21:

[1146] The user ends the service and presses the logout button.

[1147] Step 22:

[1148] The terminal sends a logout request to the server.

[1149] Step 23:

[1150] The server deletes the session information and sends a logout completion message to the terminal.

[1151] Step 24:

[1152] The terminal displays a logout complete message to the user.

[1153] Example 2

[1154] 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."

[1155] The present invention aims to provide services suited to individual user needs by analyzing the user's emotional data and adjusting the service provision method based on the results, in addition to authenticating the authentication information entered by the user, providing services based on the service selection, and notifying the results of data processing. Conventional systems have had problems in that feedback based on the user's emotions is insufficient, resulting in reduced user satisfaction and convenience.

[1156] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes an authentication means that receives authentication information entered by a user and performs authentication processing, a service providing means that provides a service based on the user's selection, and a data processing means that receives data or requests entered by a user and updates a database or acquires data according to the contents of the data or requests. This makes it possible to analyze the data entered by the user, recognize the user's emotions, and adjust the service provision method based on the recognized user emotions.

[1157] An "authentication means" is a system component that receives authentication information (such as ID and password) entered by a user and performs authentication processing by comparing it with registered information in a database.

[1158] A "service provision means" is a system component that retrieves the data necessary to provide various services (e.g., shopping, reservations, message boards, etc.) based on the user's selection from a database and provides the corresponding service to the user.

[1159] The "data processing means" is a system component that receives data or requests entered by a user and updates the database or retrieves data according to the content of the data or requests.

[1160] The "notification means" is a system component for notifying the user of the results of data processing, and has the role of displaying the result information on the user's terminal.

[1161] An "emotion engine" is a system component that analyzes user input data and recognizes the user's emotions (e.g., joy, anger, sadness, etc.).

[1162] The "adjustment means" is a system component for adjusting the service provision method based on the user's emotion recognized by the emotion engine.

[1163] The "emotion data management means" is a system component that stores user emotion data in a database and uses that data to provide individual services.

[1164] The "access control means" is a system component that centrally manages requests based on user selection and controls access rights to each service.

[1165] The "logout means" is a system component that performs logout processing when a user finishes using a service.

[1166] A "session management means" is a system component for deleting session information when a user logs out.

[1167] These system components enable the system of the present invention to perform more accurate authentication, provide services tailored to individual needs, and adjust based on user emotions.

[1168] The system of the present invention is constructed by combining the following multiple means, and aims to improve user convenience and satisfaction. The program of this system includes implementations of receiving and authenticating authentication information, providing services, processing data and notifications, and analyzing and adjusting emotions.

[1169] Hardware and software used

[1170] This system is realized using the following hardware and software.

[1171] 1. Server: Receives authentication information and processes authentication, provides selected services, processes data, notifies users, analyzes sentiment, and adjusts service delivery methods. Server software includes web servers such as Apache or Nginx, database management systems such as MySQL or PostgreSQL, and programming languages ​​such as Python or Java.

[1172] 2. Terminal: A device (PC, smartphone, tablet, etc.) operated by a user that provides an interface for accessing the system and using various services. Terminal software includes browsers (Google Chrome, Mozilla Firefox, Safari, etc.) and mobile applications.

[1173] 3. Emotion Engine: Analyzes user input data to recognize emotions, using natural language processing (NLP) algorithms and machine learning models (e.g., TensorFlow, PyTorch).

[1174] 4. Database: Used to store user authentication information, service data, emotion data, etc.

[1175] What the program does

[1176] The system of the present invention executes the following processes.

[1177] 1. Authentication method: The authentication information (ID, password, etc.) entered by the user is received and the server performs the authentication process by comparing it with the registered information in the database. For example, when a user enters their ID and password on the login screen, the terminal sends it to the server, which then compares the authentication information with the database.

[1178] 2. Service provision means: Provides various services (shopping, reservations, message boards, etc.) based on the user's selection. When the user selects the desired service, the terminal sends that information to the server, and the server retrieves the necessary information from the database and sends it to the terminal.

[1179] 3. Data processing and notification means: The server updates the database or retrieves data according to the data or request entered by the user. Once the processing is complete, the results are notified to the terminal, which then displays them to the user.

[1180] 4. Emotion engine: Analyzes data entered by users (such as comments and reviews) and recognizes emotions. The recognized emotions are stored in a database and used to provide individualized services.

[1181] 5. Adjustment: The server can adjust the service delivery method based on the user's perceived emotions. For example, if the user is dissatisfied, it can offer special discounts or additional support.

[1182] Specific examples

[1183] For example, let's consider the case where a user uses an online shopping service. The user logs in by entering their ID and password. The server compares the authentication information with the database, and if authentication is successful, the login is complete. Next, the user selects the shopping service, and a list of products is displayed on the terminal. When the user selects the product to purchase and enters the purchase information, the server receives the information and updates the database. Once the purchase process is complete, the server notifies the terminal of the result, and the terminal displays it to the user.

[1184] Furthermore, when users enter comments or reviews, the data is sent to the server and analyzed by the emotion engine. The recognized emotions are stored in the database and used to provide future services.

[1185] Example prompts to be input to the generative AI model

[1186] 1. "Please explain the detailed steps of the login process on an online shopping site."

[1187] 2. "Please explain the procedure for processing data and notifying the outcome when purchasing products on a shopping site."

[1188] 3. "Explain how to use a sentiment engine to analyze user reviews and tailor your service based on sentiment."

[1189] As described above, the system of the present invention includes detailed and specific processing procedures, thereby making it possible to significantly improve user convenience and satisfaction.

[1190] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1191] Step 1: Login process (authentication method)

[1192] 1. The user enters their ID and password on the login screen.

[1193] 2. The terminal sends the authentication information entered by the user to the server. At this time, the input is the user's ID and password, which the terminal encrypts and sends.

[1194] 3. The server decodes the encrypted authentication information it receives and matches it with the registration information in its database.

[1195] 4. If the server is successful in authentication, it generates a message indicating successful authentication and returns it to the terminal. The output is a message indicating successful authentication.

[1196] 5. The terminal decodes the message and displays it to the user, such as "Login successful."

[1197] Specific behavior:

[1198] The user clicks the "Login" button on the login screen.

[1199] The device encrypts the entered ID and password and sends them to the server.

[1200] The server performs the verification and generates a result of either authentication success or failure.

[1201] The terminal displays the authentication result to the user.

[1202] Step 2: Service selection (service delivery method)

[1203] 1. The user selects the service they wish to use (e.g., shopping).

[1204] 2. The terminal sends the service selection information to the server, with the service ID as input.

[1205] 3. The server retrieves the data for the service from the database and generates the data for the service as output.

[1206] 4. The server sends the acquired data to the device.

[1207] 5. The device displays the data to the user, including detailed service information and selectable options.

[1208] Specific behavior:

[1209] The user clicks the "Shop" button.

[1210] The terminal transmits the selected service ID to the server.

[1211] The server retrieves the service information from the database and sends it.

[1212] The device will display the service details.

[1213] Step 3: Purchase process (data processing and notification methods)

[1214] 1. The user enters purchase information and clicks the purchase button.

[1215] 2. The terminal sends the purchase information to the server, including the product ID, quantity, and payment information.

[1216] 3. The server receives the request and processes the data to update the database (e.g., inventory update, sales update, etc.). The output is the update results.

[1217] 4. The server generates the result of the purchase process and notifies the terminal, such as "Purchase completed."

[1218] 5. The terminal displays the results to the user, such as a notification that the purchase has been completed and the order number.

[1219] Specific behavior:

[1220] The user enters the purchase information and clicks the "Confirm Purchase" button.

[1221] The terminal sends the purchase information to the server.

[1222] The server processes the transaction and updates the database.

[1223] The server generates a purchase result and notifies the terminal.

[1224] The device renders and displays a purchase completion screen.

[1225] Step 4: Logout process (logout method and session management method)

[1226] 1. The user presses the logout button.

[1227] 2. The terminal sends a logout request to the server. The input is a logout request.

[1228] 3. The server deletes the session information from memory. The output is the session deletion result.

[1229] 4. The server generates a message indicating that the logout is complete and sends it to the terminal. The message may say something like "Logout successful."

[1230] 5. The terminal displays a logout completion screen to the user, and the display returns to the login screen.

[1231] Specific behavior:

[1232] The user presses the "Logout" button.

[1233] The terminal sends a logout request to the server.

[1234] The server deletes the session information.

[1235] The server generates a logout success message and sends it to the terminal.

[1236] The device will return to the login screen.

[1237] Step 5: Emotion analysis processing (emotion engine)

[1238] 1. A user enters a comment or review.

[1239] 2. The device sends the user's input data, which is text data such as comments and reviews, to the server.

[1240] 3. The server analyzes the received data using the emotion engine to recognize the user's emotion. The output is the recognized emotion information.

[1241] 4. The server stores the recognized emotion data in a database.

[1242] 5. The device displays the results, including analysis results and suggested changes to the service.

[1243] Specific behavior:

[1244] The user enters a comment or review and clicks the "Submit" button.

[1245] The terminal transmits the comment data to the server.

[1246] The server performs sentiment analysis using natural language processing (NLP).

[1247] The recognized emotion information is stored in a database.

[1248] The device will display the analysis results.

[1249] Step 6: Emotion-based service adjustment (adjustment measures)

[1250] 1. The server adjusts the service provision method based on the user's emotional information recognized by the emotion engine. The input is emotional information.

[1251] 2. The server generates special offers, additional support, etc. The output is the tailored service offering.

[1252] 3. The server sends the adjusted service content to the terminal.

[1253] 4. The device notifies the user and displays the information, such as special offers or information about additional support.

[1254] Specific behavior:

[1255] The server analyzes the emotional information and makes the necessary adjustments.

[1256] Generate and send special offers and additional support information to your device.

[1257] The terminal notifies the user of the content of the generated special offer.

[1258] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[1259] (Application example 2)

[1260] 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."

[1261] In modern online services and food delivery services, a lack of personalized responses that take user emotions into consideration can lead to low user satisfaction. Furthermore, typical services lack mechanisms for adjusting service content based on user feedback and emotions. To address this issue, it is necessary to effectively analyze user emotions and provide personalized services accordingly.

[1262] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing a service based on the user's selection, means for receiving data or requests entered by the user and updating a database or acquiring data according to the content thereof, means for analyzing the user's emotions and adjusting the service provision method based on the emotions, and means for analyzing the user's emotion data and notifying the user of the adjusted service provision content. This makes it possible to provide a service based on the user's emotions, thereby improving user satisfaction.

[1263] "Authentication information" refers to identification information used to identify an individual, such as an ID or password, that is used by a user when accessing a system.

[1264] The "authentication means" is a function that receives authentication information entered by a user, compares it with a database, and determines whether or not authentication is possible.

[1265] The "service providing means" is a function that provides a corresponding service based on the user's selection.

[1266] "Data processing means" is a function that receives data or requests entered by the user, updates the database according to the content, and acquires the necessary data.

[1267] "Notification means" is a function that notifies the user of the results of data processing and other necessary information.

[1268] The "emotion analysis means" is a function that analyzes the user's input data and recognizes the user's emotions (joy, anger, sadness, etc.).

[1269] The "adjustment means" is a function that appropriately adjusts the service provision method based on the user's emotions recognized by the emotion analysis means.

[1270] "Emotion data" refers to emotion information analyzed from user input data and stored in a database.

[1271] The "logout means" is a function for ending a session that is executed when a user finishes using the system.

[1272] The "session management means" is a function that manages the login status of the user and deletes the session information as necessary.

[1273] A system for realizing this invention includes authentication means for receiving authentication information entered by a user and performing authentication processing, service provision means for providing services based on the user's selection, data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content thereof, notification means for notifying the user of the processing results, emotion analysis means for analyzing the user's emotions and adjusting the service provision method based thereon, and means for analyzing and adjusting emotion data and notifying the user.

[1274] The system uses the following hardware and software:

[1275] Hardware: Server (including database for data storage and communication module), user terminal (smartphone, tablet, etc.)

[1276] Software: Python (for data processing and sentiment analysis), TextBlob (sentiment analysis library), SQLite (database)

[1277] When a user accesses the system using a terminal, they first enter authentication information. The server compares the received authentication information with the database and determines whether or not authentication is possible. If authentication is successful, the service provision means provides the service the user requires (e.g., food delivery). When the user selects the restaurant they want and enters the order details, the information is sent to the server. The server processes the order information using the data processing means and updates the database.

[1278] After completing an order, users can leave reviews and comments after delivery. The comment data is analyzed by a sentiment analysis tool on the server to recognize the user's sentiment (positive, negative, neutral). This sentiment data is stored in a database and will be used the next time the service is provided.

[1279] For example, if a user comments that the food they ordered was "delicious," the emotion analysis means will recognize the positive emotion and recommend a similar menu item for the next order. On the other hand, if there is a negative comment, the system can improve the user's satisfaction by offering a discount coupon, etc.

[1280] As an example of a prompt sentence, when expressing a desire for a discount on your next meal order, it is recommended to enter "I would like a discount coupon" or "There was a problem with my last order, so I would like a discount next time."

[1281] This system makes it possible to provide individual services based on the user's emotions, thereby improving user satisfaction.

[1282] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1283] Step 1:

[1284] The user accesses the login screen on their device and enters their ID and password. The entered authentication information is sent from the device to the server. The server compares the received authentication information with a database and determines whether or not authentication is possible. If authentication is successful, the server sends a message indicating this to the device and displays it to the user.

[1285] Input: ID and password entered by the user

[1286] Output: Authentication success or failure message

[1287] Step 2:

[1288] After successful authentication, the user selects the service they wish to use (e.g., food delivery) from the menu on the terminal. The selection information is sent from the terminal to the server. The server retrieves data corresponding to the selected service from the database and sends it to the terminal using the service provision means. The terminal displays the received information to the user.

[1289] Input: Service information selected by the user

[1290] Output: Data related to the service (e.g., restaurant menu)

[1291] Step 3:

[1292] The user selects a restaurant and menu and enters the order details. The order details are sent from the terminal to the server. The server processes the received order details using data processing means and updates the database. The updated results are notified to the terminal, which then displays an order confirmation message to the user.

[1293] Input: Order details entered by the user

[1294] Output: Database update results, order confirmation message

[1295] Step 4:

[1296] After the delivery is completed, the user uses the terminal to input reviews and comments. The input comment data is sent from the terminal to the server. The server analyzes the comment data using emotion analysis means and recognizes the user's emotion (positive, negative, neutral). The recognized emotion information is stored in a database.

[1297] Input: Comments entered by the user

[1298] Output: Recognized emotion information, saved in database

[1299] Step 5:

[1300] The next time a service is provided, the server retrieves the user's past emotional information from the database and adjusts the service provision method based on the user's emotions. For example, it may provide a discount coupon to a user with negative emotions and suggest menu recommendations to a user with positive emotions. The adjusted service information is sent to the terminal and notified to the user.

[1301] Input: Past emotional information

[1302] Output: Adjusted service delivery method, user notification

[1303] Step 6:

[1304] When a user presses the logout button on the terminal, a logout request is sent to the server. The server uses the session management means to delete the session information and notify the terminal that the logout has been completed. The terminal displays this message to the user, and the session ends.

[1305] Input: Logout request

[1306] Output: Logout complete message

[1307] Through this process, the system can provide services based on the user's emotions and improve user satisfaction.

[1308] 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.

[1309] 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.

[1310] 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.

[1311] [Fourth embodiment]

[1312] FIG. 7 shows an example of the configuration of a data processing system 410 according to the fourth embodiment.

[1313] 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.

[1314] 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).

[1315] 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.

[1316] 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.

[1317] 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).

[1318] 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.

[1319] 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.

[1320] 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.

[1321] 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.

[1322] 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.

[1323] 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.

[1324] 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."

[1325] To implement the system of the present invention, it is necessary for the user, the terminal, and the server to fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, an access control means, a logout means, and a session management means.

[1326] User operations

[1327] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[1328] Authentication Method

[1329] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database, and if authentication is successful, the user is considered authenticated and the operation can continue.

[1330] Service delivery method

[1331] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[1332] Data Processing Means

[1333] When a user uses a service, for example, when purchasing a product, the terminal transmits the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information.

[1334] Notification means

[1335] When the data processing is complete, the server notifies the terminal of the result. The terminal then displays the result to the user. For example, if the purchase is successful, a message indicating the purchase is complete is displayed.

[1336] Access Control Measures

[1337] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[1338] Logout and session management methods

[1339] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[1340] Specific examples

[1341] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[1342] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[1343] The processing flow will be explained below.

[1344] Step 1:

[1345] A user accesses the system and enters their ID and password on the login screen.

[1346] Step 2:

[1347] The device sends the entered ID and password to the server.

[1348] Step 3:

[1349] The server compares the received authentication information with the database and performs authentication processing. If authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[1350] Step 4:

[1351] The device receives a message that authentication was successful and displays the home screen to the user, where the user can select the service they wish to use.

[1352] Step 5:

[1353] The terminal requests information about the service selected by the user from the server.

[1354] Step 6:

[1355] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[1356] Step 7:

[1357] The terminal displays the received data to the user, allowing the user to use the service.

[1358] Step 8:

[1359] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[1360] Step 9:

[1361] The terminal sends the input data and requests to the server.

[1362] Step 10:

[1363] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[1364] Step 11:

[1365] The server sends the processing result to the terminal.

[1366] Step 12:

[1367] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[1368] Step 13:

[1369] The user finishes using the service and clicks the logout button.

[1370] Step 14:

[1371] The terminal sends a logout request to the server.

[1372] Step 15:

[1373] The server deletes the session information and sends a logout completion message to the terminal.

[1374] Step 16:

[1375] The terminal displays a logout complete message to the user.

[1376] Example 1

[1377] 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."

[1378] In conventional online service systems, secure authentication processes, efficient data processing, and user notifications are implemented as separate systems, making overall integration and management difficult. In addition, insufficient access management increases the risk of unauthorized access to services and data leaks. There was a need to solve these problems and provide seamless and secure online services to users.

[1379] 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.

[1380] In this invention, the server includes authentication means for receiving authentication information entered by a user and performing authentication processing, service providing means for providing a service to an information processing device based on a user selection, data processing means for receiving data or requests entered by a user and updating a storage device or acquiring data according to the content of the data or requests, token generation means for generating an authentication token and transmitting it to the information processing device, access confirmation means for confirming access authority using the authentication token, communication encryption means for encrypting data communication using an Internet connection, and notification means for notifying the user of the processing result. This improves overall integration, streamlines user authentication processes and data processing, and makes it possible to provide online services with enhanced security.

[1381] "Authentication means" refers to a means for receiving authentication information such as an ID and password entered by a user and verifying it against a database.

[1382] The "service providing means" is a means for acquiring service data and transmitting it to the user's terminal in order to provide the necessary service based on the user's selection.

[1383] The "data processing means" is a means for receiving data or requests input by a user and updating the storage device or acquiring necessary data according to the contents of the data or requests.

[1384] The "notification means" is a means for notifying the user of the processing results performed by the data processing means.

[1385] The "token generating means" is a means for generating an authentication token when authentication is successful and transmitting it to the user's terminal.

[1386] The "access verification means" is a means for verifying access authority using an authentication token provided by a user.

[1387] "Communication encryption means" refers to a means for encrypting data in order to protect data communications using an Internet connection.

[1388] The "access control means" is a means for centrally managing requests based on user selection and controlling access rights to each service.

[1389] The "logout means" is a means for executing a logout process when the user has finished using the service.

[1390] The "session management means" is a means for managing a login session and deleting session information at the time of logout.

[1391] To implement the system of the present invention, the user, terminal, and server must each fulfill their respective roles. The system includes an authentication means, a service provision means, a data processing means, a notification means, a token generation means, an access confirmation means, a communication encryption means, an access control means, a logout means, and a session management means. Each of these means will be described in detail below.

[1392] Authentication Method

[1393] A user uses a device connected to the Internet and enters their ID and password on the login screen. The device sends the user's authentication information to the server. The server compares the received authentication information with a database, and if authenticated, generates an authentication token and sends it to the device. This authentication token is often implemented as a JWT (JSON Web Token). For example, to implement a secure authentication process, communications are encrypted using TLS (Transport Layer Security).

[1394] Service delivery method

[1395] The user selects the service they wish to use from the various services offered (for example, shopping, reservations, message boards, etc.). The terminal sends this selection information to the server as a request. The server checks the authentication token, retrieves the data for the corresponding service from the database using the service provision means, and sends it to the terminal. This provides the selected service to the user.

[1396] Data Processing Means

[1397] When a user uses a service, for example, when purchasing a product, the device sends the product selection and purchase information entered by the user to the server. The server then stores or updates the received purchase information in a database. Sensitive data such as credit card information and address data is transmitted securely using SSL / TLS encryption.

[1398] Notification means

[1399] After the data processing is complete, the server notifies the terminal of the result. The terminal receives this notification and displays it to the user. For example, if the purchase is successful, a message such as "Purchase completed" is displayed.

[1400] Token generation and access verification methods

[1401] When the server successfully authenticates a user, it generates an authentication token and sends it to the device, which acts as an access validation mechanism to ensure the user has the appropriate access rights for subsequent requests.

[1402] Communication encryption method

[1403] To ensure secure transmission and reception of data over the Internet, protocols such as TLS are used to encrypt communications, preventing data tampering and eavesdropping.

[1404] Logout and session management methods

[1405] When a user finishes using the service and presses the logout button, the device sends a logout request to the server. The server deletes the session information and sends a notification to the device that the logout is complete. The device displays this notification to the user, and confirms that the session has ended.

[1406] Specific examples

[1407] For example, a specific example of a user using this system to do online shopping is as follows: When the user logs in by entering their ID and password, they are authenticated by the authentication means. After that, when the user selects a shopping service, the service providing means displays a list of products. When the user selects the product they wish to purchase, enters the purchase information and clicks the send button, the purchase is processed by the data processing means. Finally, a purchase completion message is displayed on the user's terminal by the notification means. When the user presses the logout button, the session ends and logout is completed.

[1408] Example prompts for generative AI models

[1409] Please explain in detail the steps a user takes to log in to an online shopping system, purchase a product, receive a notification that the purchase is complete, and finally log out. Please also include specific system operations.

[1410] In this way, the system of the present invention can uniformly manage the entire process from a user's first access to logout, and provide efficient and secure online services.

[1411] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1412] Step 1:

[1413] A user displays a login screen on an internet-connected device and enters their ID and password. The input data is the user's authentication information, and the output data is an authentication request sent to the server via the device.

[1414] Step 2:

[1415] The terminal sends the entered authentication information to the server. Specifically, the data is encrypted using the HTTPS protocol, and the authentication information is securely transferred to the server. The input is the user's authentication information, and the output is an encrypted authentication request.

[1416] Step 3:

[1417] The server checks the received authentication information against its database. The server checks whether the ID and password match and generates a result. The input is the authentication request, and the output is the authentication success or failure result.

[1418] Step 4:

[1419] If the server is successful in authentication, it generates an authentication token and sends it to the device. Specifically, it generates a JWT (JSON Web Token) and sends it to the device as a user-specific token. The input is the result of successful authentication, and the output is the generated authentication token.

[1420] Step 5:

[1421] The terminal saves the received authentication token and notifies the user that the login was successful. It displays the message "Login successful" on the screen. The input is the authentication token, and the output is the display message.

[1422] Step 6:

[1423] The user selects the service they want to use (for example, choosing a shopping service). The selected service information is input to the terminal and sent from the terminal to the server as a request. The input is the service selection information, and the output is a service request.

[1424] Step 7:

[1425] The server checks the authentication token and verifies the appropriate access rights. The server validates the authentication token and determines the user's access rights. The input is the service request and the authentication token, and the output is the access rights verification result.

[1426] Step 8:

[1427] The server uses the service provision means to obtain data on the relevant service from the database. For example, it obtains a product list. The input is the result of the access authority confirmation and the service request, and the output is the service data.

[1428] Step 9:

[1429] The server sends the acquired service data to the terminal. Specifically, it transfers product list data to the terminal. The input is the service data, and the output is the sent service data.

[1430] Step 10:

[1431] The terminal displays the received service data to the user. For example, a product list page is displayed. The input is the service data, and the output is the displayed service content.

[1432] Step 11:

[1433] The user selects the product to purchase, enters purchase information (e.g., shipping address, payment method, etc.), and clicks the submit button. The input is the purchase information, and the output is a purchase request.

[1434] Step 12:

[1435] The terminal sends the entered purchase information to the server. The encrypted data is transferred to the server using the HTTPS protocol. The input is the purchase information, and the output is an encrypted purchase request.

[1436] Step 13:

[1437] The server saves or updates the purchase information received in the database. It adds new order data and updates the user's order history. The input is the purchase request and the output is the updated database.

[1438] Step 14:

[1439] The server notifies the terminal that the purchase process is complete. Specifically, it generates a message stating "Purchase completed" and sends it to the terminal. The input is the updated database information, and the output is the notification message.

[1440] Step 15:

[1441] The terminal receives the purchase completion message and displays it to the user. The input is the notification message, and the output is the displayed purchase completion message.

[1442] Step 16:

[1443] The user quits the service and clicks the logout button. The input is the logout operation and the output is the logout request.

[1444] Step 17:

[1445] The terminal sends a logout request to the server. The input is the logout request, and the output is a logout notification to the server.

[1446] Step 18:

[1447] The server deletes the session information and notifies the terminal that the logout is complete. The input is the server-side session information, and the output is a logout completion notification.

[1448] Step 19:

[1449] The terminal displays a logout complete message to the user, confirming that the session has ended. The input is the logout complete notification, and the output is the displayed logout complete message.

[1450] (Application example 1)

[1451] 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."

[1452] Conventional authentication systems rely solely on user IDs and passwords, resulting in insufficient security. Furthermore, they lack the ability to provide real-time notifications when abnormal access occurs, making it difficult to respond quickly. Furthermore, there is a lack of authentication methods using biometrics, such as facial recognition, creating a need for comprehensive security improvements.

[1453] 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.

[1454] In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing services based on the user's selection, means for receiving data or requests entered by the user and updating a database or retrieving data according to the content, means for notifying the user of the processing results, means for performing facial authentication using the user's biometric information, means for notifying abnormal access in real time, and means for centrally managing security information and access logs, thereby enabling comprehensive security improvement and rapid response to abnormal access.

[1455] "User authentication" is the process of verifying that a user is authorized when accessing a system.

[1456] "Service provision" is the process of appropriately providing a service requested by a user.

[1457] "Data processing" is the process of updating a database or retrieving necessary data based on data or requests entered by a user.

[1458] "Notification" is the process by which the system notifies the user of important information such as processing results.

[1459] "Facial authentication" is a technology that recognizes a user using a facial image as biometric information of the user.

[1460] "Abnormal Access Notification" is a function that allows the system to detect unauthorized login attempts and other abnormal access and notify users in real time.

[1461] "Centralized management" refers to the process of centrally and comprehensively managing security information, access logs, and other information.

[1462] "Session information" is information about a series of operations performed by a user from when they log in to the system until when they log out.

[1463] "Access control" is a function that restricts the services and data that users can access.

[1464] To implement the security system of the present invention, users, terminals, and servers must each fulfill their respective roles. This system includes user authentication, service provision, data processing, notification, face recognition, abnormal access notification, centralized management, and session management.

[1465] User operations

[1466] Users can use various security services by accessing the system using a terminal connected to the Internet. First, the user enters their ID, password or facial image on the login screen and logs into the system using authentication methods. After logging in, the user can use various security services such as managing important information and changing settings.

[1467] Authentication Method

[1468] The device sends the authentication information entered by the user to the server. The server compares the received authentication information with a database, and if authentication is successful, the user is considered authenticated and allowed to continue operation. In the case of facial recognition, the device captures a facial image and performs authentication using facial recognition software (e.g., the face_recognition library).

[1469] Service delivery method

[1470] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[1471] Data Processing Means

[1472] When a user uses a service, for example to manage security information or update important information, the terminal sends the information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database or retrieve the relevant information.

[1473] Notification means

[1474] When data processing is complete, the server notifies the terminal of the results. The terminal then displays the results to the user. For example, if important information has been successfully updated, a completion message is displayed. If abnormal access is detected, an abnormal access notification means notifies the user in real time.

[1475] Centralized management method

[1476] The server centrally manages security information and access logs, allowing for centralized management of user access history and security settings.

[1477] Session Management Method

[1478] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[1479] Specific examples

[1480] For example, a specific example of a user using this system to manage their own security information is as follows: When the user logs in by entering their ID and password or facial image, authentication is performed by the authentication means. After that, when the user selects a security information management service, the service providing means displays the security information. When the user selects the information to change, enters the updated information, and clicks the send button, the data processing means performs the update process. Finally, the notification means displays an update completion message on the user's terminal. Furthermore, if an unauthorized login attempt is detected, the abnormal access notification means notifies the user in real time. By pressing the logout button, the session ends and logout is completed.

[1481] Examples of prompt statements

[1482] Below are some examples of prompt sentences to input into the generative AI model.

[1483] Write Python code for a security application that involves facial recognition for user authentication, paying special attention to the part that processes the face images and compares them with a database, using Flask and SQLAlchemy.

[1484] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1485] Step 1:

[1486] The user opens the login screen on the device and enters their ID and password or a facial image. The ID, password, or facial image is acquired as input data. User authentication is performed based on this input.

[1487] Step 2:

[1488] The device sends the entered ID and password to the server, or in the case of facial recognition, the device captures a facial image and sends that data to the server, where the process of sending the input data takes place.

[1489] Step 3:

[1490] The server compares the received authentication information with the database, confirming whether the ID and password match or the face recognition was successful, and provides an authentication result based on this data comparison.

[1491] Step 4:

[1492] If the authentication is successful, the server determines that the user is authenticated and starts a session. If the authentication is unsuccessful, the server creates a notification of authentication failure and sends it to the terminal.

[1493] Step 5:

[1494] The server retrieves the relevant data from the database based on the service selected by the user and sends it to the terminal. The selected service content becomes input data, and the retrieved data becomes output data.

[1495] Step 6:

[1496] The terminal displays the data received from the server to the user, allowing the user to use the service. The displayed data is the final output.

[1497] Step 7:

[1498] When a user updates important information, the updated information is entered and sent to the server by the terminal. This input data is used as the basis for updating the database.

[1499] Step 8:

[1500] The server updates the database based on the received update information. The updated data becomes the output data.

[1501] Step 9:

[1502] The server sends the processing result to the terminal as a notification. If the update is successful, it creates a success message. If it fails, it creates a failure message and notifies it.

[1503] Step 10:

[1504] The device receives the notification and displays it to the user. The displayed notification is the final output.

[1505] Step 11:

[1506] When the server detects an abnormal access, it sends a notification of the abnormal access to the user in real time. The detection of the abnormal access is the input data, and the notification content is the output data.

[1507] Step 12:

[1508] When a user wants to log out, they press the logout button on the terminal. This user operation becomes the input.

[1509] Step 13:

[1510] The terminal sends a logout request to the server. The server deletes the session information and sends a logout completion notification to the terminal. The session deletion becomes a data calculation, and the completion notification becomes output data.

[1511] Step 14:

[1512] The terminal displays a logout completion notification to the user. The displayed notification is the final output.

[1513] 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.

[1514] The system of the present invention comprises an authentication means for receiving authentication information entered by a user and performing authentication processing, a service provision means for providing a service based on the user's selection, a data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content of the data, and a notification means for notifying the user of the processing results.The system also comprises an access control means for centrally managing requests based on the user's selection and controlling access to each service, a logout means activated by the user, and a session management means for deleting session information.

[1515] In addition, the system of the present invention includes an emotion engine that analyzes user input data and recognizes the user's emotion, an adjustment means for adjusting the service provision method based on the recognized user emotion, and an emotion data management means for storing the user's emotion data in a database and using it to provide individual services.

[1516] User operations

[1517] Users can use various services by accessing the system using a terminal connected to the Internet. First, the user enters their ID and password on the login screen and logs into the system using authentication means. After logging in, the user selects the service they wish to use from the various services provided (for example, shopping, reservations, bulletin boards, etc.).

[1518] Authentication Method

[1519] The terminal sends the authentication information entered by the user to the server. The server compares the received authentication information with the database and performs the authentication process. If the authentication is successful, it returns a message indicating that authentication was successful to the terminal.

[1520] Service delivery method

[1521] When a user selects a service they wish to use, the terminal requests that information from the server, and the server uses its service provision means to retrieve data on the service from the database and send it to the terminal. The terminal then displays the received information to the user and provides the service.

[1522] Data processing and notification methods

[1523] When a user uses a service, for example, when purchasing a product, the terminal sends the product selection and purchase information entered by the user to the server. The server receives the request and uses data processing means to update the corresponding database and retrieve the relevant information. Once the data processing is complete, the server notifies the terminal of the results, and the terminal displays the results to the user.

[1524] Access Control Measures

[1525] The server centrally manages requests based on user selections and grants appropriate access rights to user requests using access control means, thereby ensuring that users can access the services they need.

[1526] Logout and session management methods

[1527] When the user finishes using the service and presses the logout button, the terminal sends the request to the server. The server deletes the session information and notifies the terminal that the logout is complete. The terminal displays the message to the user and returns to a state where no session is established.

[1528] Emotion Engine

[1529] When the device sends the user's input data to the server, the server analyzes the received data using an emotion engine to recognize the user's emotion. For example, the server identifies the user's emotional state (joy, anger, sadness, etc.) from comments made at the time of purchase or the content of inquiries. The recognized emotional information is stored in a database using an emotion data management means.

[1530] Adjustment means

[1531] The server adjusts its service delivery method based on the user's perceived emotions, for example, offering special discounts or additional support if the user is dissatisfied.

[1532] Specific examples

[1533] For example, a specific example of a user using the system to do online shopping is as follows: When the user logs in by entering their ID and password, authentication is performed by the authentication means. After that, when the user selects a shopping service, a list of products is displayed by the service providing means. When the user selects the product to purchase, enters purchase information, and clicks the submit button, the purchase is processed by the data processing means. Furthermore, the emotion engine reads the user's emotions from the user's comments and reviews, and the emotion data management means stores this in a database. For example, if the user has a positive impression, that emotion data can be used to suggest products that the user would like for their next shopping trip. Furthermore, dissatisfied users can be offered discount coupons, thereby improving user satisfaction.

[1534] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[1535] The processing flow will be explained below.

[1536] Step 1:

[1537] A user accesses the system using a terminal connected to the Internet.

[1538] Step 2:

[1539] The user enters their ID and password on the login screen.

[1540] Step 3:

[1541] The device sends the entered ID and password to the server.

[1542] Step 4:

[1543] The server checks the received authentication information against the database and performs authentication processing.

[1544] Step 5:

[1545] The server returns the authentication result to the device. If authentication is successful, the home screen is displayed to the user.

[1546] Step 6:

[1547] The user selects the service they want to use on the home screen.

[1548] Step 7:

[1549] The terminal requests information about the service selected by the user from the server.

[1550] Step 8:

[1551] The server receives the request, retrieves data of the corresponding service from the database using the service providing means, and transmits the data to the terminal.

[1552] Step 9:

[1553] The terminal displays the received data to the user and provides the service.

[1554] Step 10:

[1555] The user selects the action they want to perform within the service, enters the necessary information, and presses the send button.

[1556] Step 11:

[1557] The terminal sends the input data and requests to the server.

[1558] Step 12:

[1559] The server processes the data and requests it receives, updates the database, and retrieves the appropriate data as needed.

[1560] Step 13:

[1561] The server sends the processing result to the terminal.

[1562] Step 14:

[1563] The terminal displays the processing result to the user. For example, if the purchase is completed, a message indicating the purchase is completed is displayed.

[1564] Step 15:

[1565] The device sends the user's input data to the server, for example, sending reviews and comments.

[1566] Step 16:

[1567] The server analyzes the received data and recognizes the user's emotions using an emotion engine.

[1568] Step 17:

[1569] The server stores the recognized user emotion information in a database using emotion data management means.

[1570] Step 18:

[1571] The server can then adjust its service delivery based on the perceived emotion, for example offering a coupon if the customer is dissatisfied.

[1572] Step 19:

[1573] The server transmits the adjusted service information to the terminal for the user.

[1574] Step 20:

[1575] The terminal displays the received adjustment results to the user.

[1576] Step 21:

[1577] The user ends the service and presses the logout button.

[1578] Step 22:

[1579] The terminal sends a logout request to the server.

[1580] Step 23:

[1581] The server deletes the session information and sends a logout completion message to the terminal.

[1582] Step 24:

[1583] The terminal displays a logout complete message to the user.

[1584] Example 2

[1585] 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."

[1586] The present invention aims to provide services suited to individual user needs by analyzing the user's emotional data and adjusting the service provision method based on the results, in addition to authenticating the authentication information entered by the user, providing services based on the service selection, and notifying the results of data processing. Conventional systems have had problems in that feedback based on the user's emotions is insufficient, resulting in reduced user satisfaction and convenience.

[1587] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes an authentication means that receives authentication information entered by a user and performs authentication processing, a service providing means that provides a service based on the user's selection, and a data processing means that receives data or requests entered by a user and updates a database or acquires data according to the contents of the data or requests. This makes it possible to analyze the data entered by the user, recognize the user's emotions, and adjust the service provision method based on the recognized user emotions.

[1588] An "authentication means" is a system component that receives authentication information (such as ID and password) entered by a user and performs authentication processing by comparing it with registered information in a database.

[1589] A "service provision means" is a system component that retrieves the data necessary to provide various services (e.g., shopping, reservations, message boards, etc.) based on the user's selection from a database and provides the corresponding service to the user.

[1590] The "data processing means" is a system component that receives data or requests entered by a user and updates the database or retrieves data according to the content of the data or requests.

[1591] The "notification means" is a system component for notifying the user of the results of data processing, and has the role of displaying the result information on the user's terminal.

[1592] An "emotion engine" is a system component that analyzes user input data and recognizes the user's emotions (e.g., joy, anger, sadness, etc.).

[1593] The "adjustment means" is a system component for adjusting the service provision method based on the user's emotion recognized by the emotion engine.

[1594] The "emotion data management means" is a system component that stores user emotion data in a database and uses that data to provide individual services.

[1595] The "access control means" is a system component that centrally manages requests based on user selection and controls access rights to each service.

[1596] The "logout means" is a system component that performs logout processing when a user finishes using a service.

[1597] A "session management means" is a system component for deleting session information when a user logs out.

[1598] These system components enable the system of the present invention to perform more accurate authentication, provide services tailored to individual needs, and adjust based on user emotions.

[1599] The system of the present invention is constructed by combining the following multiple means, and aims to improve user convenience and satisfaction. The program of this system includes implementations of receiving and authenticating authentication information, providing services, processing data and notifications, and analyzing and adjusting emotions.

[1600] Hardware and software used

[1601] This system is realized using the following hardware and software.

[1602] 1. Server: Receives authentication information and processes authentication, provides selected services, processes data, notifies users, analyzes sentiment, and adjusts service delivery methods. Server software includes web servers such as Apache or Nginx, database management systems such as MySQL or PostgreSQL, and programming languages ​​such as Python or Java.

[1603] 2. Terminal: A device (PC, smartphone, tablet, etc.) operated by a user that provides an interface for accessing the system and using various services. Terminal software includes browsers (Google Chrome, Mozilla Firefox, Safari, etc.) and mobile applications.

[1604] 3. Emotion Engine: Analyzes user input data to recognize emotions, using natural language processing (NLP) algorithms and machine learning models (e.g., TensorFlow, PyTorch).

[1605] 4. Database: Used to store user authentication information, service data, emotion data, etc.

[1606] What the program does

[1607] The system of the present invention executes the following processes.

[1608] 1. Authentication method: The authentication information (ID, password, etc.) entered by the user is received and the server performs the authentication process by comparing it with the registered information in the database. For example, when a user enters their ID and password on the login screen, the terminal sends it to the server, which then compares the authentication information with the database.

[1609] 2. Service provision means: Provides various services (shopping, reservations, message boards, etc.) based on the user's selection. When the user selects the desired service, the terminal sends that information to the server, and the server retrieves the necessary information from the database and sends it to the terminal.

[1610] 3. Data processing and notification means: The server updates the database or retrieves data according to the data or request entered by the user. Once the processing is complete, the results are notified to the terminal, which then displays them to the user.

[1611] 4. Emotion engine: Analyzes data entered by users (such as comments and reviews) and recognizes emotions. The recognized emotions are stored in a database and used to provide individualized services.

[1612] 5. Adjustment: The server can adjust the service delivery method based on the user's perceived emotions. For example, if the user is dissatisfied, it can offer special discounts or additional support.

[1613] Specific examples

[1614] For example, let's consider the case where a user uses an online shopping service. The user logs in by entering their ID and password. The server compares the authentication information with the database, and if authentication is successful, the login is complete. Next, the user selects the shopping service, and a list of products is displayed on the terminal. When the user selects the product to purchase and enters the purchase information, the server receives the information and updates the database. Once the purchase process is complete, the server notifies the terminal of the result, and the terminal displays it to the user.

[1615] Furthermore, when users enter comments or reviews, the data is sent to the server and analyzed by the emotion engine. The recognized emotions are stored in the database and used to provide future services.

[1616] Example prompts to be input to the generative AI model

[1617] 1. "Please explain the detailed steps of the login process on an online shopping site."

[1618] 2. "Please explain the procedure for processing data and notifying the outcome when purchasing products on a shopping site."

[1619] 3. "Explain how to use a sentiment engine to analyze user reviews and tailor your service based on sentiment."

[1620] As described above, the system of the present invention includes detailed and specific processing procedures, thereby making it possible to significantly improve user convenience and satisfaction.

[1621] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1622] Step 1: Login process (authentication method)

[1623] 1. The user enters their ID and password on the login screen.

[1624] 2. The terminal sends the authentication information entered by the user to the server. At this time, the input is the user's ID and password, which the terminal encrypts and sends.

[1625] 3. The server decodes the encrypted authentication information it receives and matches it with the registration information in its database.

[1626] 4. If the server is successful in authentication, it generates a message indicating successful authentication and returns it to the terminal. The output is a message indicating successful authentication.

[1627] 5. The terminal decodes the message and displays it to the user, such as "Login successful."

[1628] Specific behavior:

[1629] The user clicks the "Login" button on the login screen.

[1630] The device encrypts the entered ID and password and sends them to the server.

[1631] The server performs the verification and generates a result of either authentication success or failure.

[1632] The terminal displays the authentication result to the user.

[1633] Step 2: Service selection (service delivery method)

[1634] 1. The user selects the service they wish to use (e.g., shopping).

[1635] 2. The terminal sends the service selection information to the server, with the service ID as input.

[1636] 3. The server retrieves the data for the service from the database and generates the data for the service as output.

[1637] 4. The server sends the acquired data to the device.

[1638] 5. The device displays the data to the user, including detailed service information and selectable options.

[1639] Specific behavior:

[1640] The user clicks the "Shop" button.

[1641] The terminal transmits the selected service ID to the server.

[1642] The server retrieves the service information from the database and sends it.

[1643] The device will display the service details.

[1644] Step 3: Purchase process (data processing and notification methods)

[1645] 1. The user enters purchase information and clicks the purchase button.

[1646] 2. The terminal sends the purchase information to the server, including the product ID, quantity, and payment information.

[1647] 3. The server receives the request and processes the data to update the database (e.g., inventory update, sales update, etc.). The output is the update results.

[1648] 4. The server generates the result of the purchase process and notifies the terminal, such as "Purchase completed."

[1649] 5. The terminal displays the results to the user, such as a notification that the purchase has been completed and the order number.

[1650] Specific behavior:

[1651] The user enters the purchase information and clicks the "Confirm Purchase" button.

[1652] The terminal sends the purchase information to the server.

[1653] The server processes the transaction and updates the database.

[1654] The server generates a purchase result and notifies the terminal.

[1655] The device renders and displays a purchase completion screen.

[1656] Step 4: Logout process (logout method and session management method)

[1657] 1. The user presses the logout button.

[1658] 2. The terminal sends a logout request to the server. The input is a logout request.

[1659] 3. The server deletes the session information from memory. The output is the session deletion result.

[1660] 4. The server generates a message indicating that the logout is complete and sends it to the terminal. The message may say something like "Logout successful."

[1661] 5. The terminal displays a logout completion screen to the user, and the display returns to the login screen.

[1662] Specific behavior:

[1663] The user presses the "Logout" button.

[1664] The terminal sends a logout request to the server.

[1665] The server deletes the session information.

[1666] The server generates a logout success message and sends it to the terminal.

[1667] The device will return to the login screen.

[1668] Step 5: Emotion analysis processing (emotion engine)

[1669] 1. A user enters a comment or review.

[1670] 2. The device sends the user's input data, which is text data such as comments and reviews, to the server.

[1671] 3. The server analyzes the received data using the emotion engine to recognize the user's emotion. The output is the recognized emotion information.

[1672] 4. The server stores the recognized emotion data in a database.

[1673] 5. The device displays the results, including analysis results and suggested changes to the service.

[1674] Specific behavior:

[1675] The user enters a comment or review and clicks the "Submit" button.

[1676] The terminal transmits the comment data to the server.

[1677] The server performs sentiment analysis using natural language processing (NLP).

[1678] The recognized emotion information is stored in a database.

[1679] The device will display the analysis results.

[1680] Step 6: Emotion-based service adjustment (adjustment measures)

[1681] 1. The server adjusts the service provision method based on the user's emotional information recognized by the emotion engine. The input is emotional information.

[1682] 2. The server generates special offers, additional support, etc. The output is the tailored service offering.

[1683] 3. The server sends the adjusted service content to the terminal.

[1684] 4. The device notifies the user and displays the information, such as special offers or information about additional support.

[1685] Specific behavior:

[1686] The server analyzes the emotional information and makes the necessary adjustments.

[1687] Generate and send special offers and additional support information to your device.

[1688] The terminal notifies the user of the content of the generated special offer.

[1689] In this way, the system of the present invention manages the entire process from the user's first access to logout in an integrated manner, and by utilizing the emotion engine and adjustment means, it is possible to provide an online service that is efficient and meets the individual needs of each user.

[1690] (Application example 2)

[1691] 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."

[1692] In modern online services and food delivery services, a lack of personalized responses that take user emotions into consideration can lead to low user satisfaction. Furthermore, typical services lack mechanisms for adjusting service content based on user feedback and emotions. To address this issue, it is necessary to effectively analyze user emotions and provide personalized services accordingly.

[1693] The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. In this invention, the server includes means for receiving authentication information entered by a user and performing authentication processing, means for providing a service based on the user's selection, means for receiving data or requests entered by the user and updating a database or acquiring data according to the content thereof, means for analyzing the user's emotions and adjusting the service provision method based on the emotions, and means for analyzing the user's emotion data and notifying the user of the adjusted service provision content. This makes it possible to provide a service based on the user's emotions, thereby improving user satisfaction.

[1694] "Authentication information" refers to identification information used to identify an individual, such as an ID or password, that is used by a user when accessing a system.

[1695] The "authentication means" is a function that receives authentication information entered by a user, compares it with a database, and determines whether or not authentication is possible.

[1696] The "service providing means" is a function that provides a corresponding service based on the user's selection.

[1697] "Data processing means" is a function that receives data or requests entered by the user, updates the database according to the content, and acquires the necessary data.

[1698] "Notification means" is a function that notifies the user of the results of data processing and other necessary information.

[1699] The "emotion analysis means" is a function that analyzes the user's input data and recognizes the user's emotions (joy, anger, sadness, etc.).

[1700] The "adjustment means" is a function that appropriately adjusts the service provision method based on the user's emotions recognized by the emotion analysis means.

[1701] "Emotion data" refers to emotion information analyzed from user input data and stored in a database.

[1702] The "logout means" is a function for ending a session that is executed when a user finishes using the system.

[1703] The "session management means" is a function that manages the login status of the user and deletes the session information as necessary.

[1704] A system for realizing this invention includes authentication means for receiving authentication information entered by a user and performing authentication processing, service provision means for providing services based on the user's selection, data processing means for receiving data or requests entered by the user and updating a database or retrieving data according to the content thereof, notification means for notifying the user of the processing results, emotion analysis means for analyzing the user's emotions and adjusting the service provision method based thereon, and means for analyzing and adjusting emotion data and notifying the user.

[1705] The system uses the following hardware and software:

[1706] Hardware: Server (including database for data storage and communication module), user terminal (smartphone, tablet, etc.)

[1707] Software: Python (for data processing and sentiment analysis), TextBlob (sentiment analysis library), SQLite (database)

[1708] When a user accesses the system using a terminal, they first enter authentication information. The server compares the received authentication information with the database and determines whether or not authentication is possible. If authentication is successful, the service provision means provides the service the user requires (e.g., food delivery). When the user selects the restaurant they want and enters the order details, the information is sent to the server. The server processes the order information using the data processing means and updates the database.

[1709] After completing an order, users can leave reviews and comments after delivery. The comment data is analyzed by a sentiment analysis tool on the server to recognize the user's sentiment (positive, negative, neutral). This sentiment data is stored in a database and will be used the next time the service is provided.

[1710] For example, if a user comments that the food they ordered was "delicious," the emotion analysis means will recognize the positive emotion and recommend a similar menu item for the next order. On the other hand, if there is a negative comment, the system can improve the user's satisfaction by offering a discount coupon, etc.

[1711] As an example of a prompt sentence, when expressing a desire for a discount on your next meal order, it is recommended to enter "I would like a discount coupon" or "There was a problem with my last order, so I would like a discount next time."

[1712] This system makes it possible to provide individual services based on the user's emotions, thereby improving user satisfaction.

[1713] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1714] Step 1:

[1715] The user accesses the login screen on their device and enters their ID and password. The entered authentication information is sent from the device to the server. The server compares the received authentication information with a database and determines whether or not authentication is possible. If authentication is successful, the server sends a message indicating this to the device and displays it to the user.

[1716] Input: ID and password entered by the user

[1717] Output: Authentication success or failure message

[1718] Step 2:

[1719] After successful authentication, the user selects the service they wish to use (e.g., food delivery) from the menu on the terminal. The selection information is sent from the terminal to the server. The server retrieves data corresponding to the selected service from the database and sends it to the terminal using the service provision means. The terminal displays the received information to the user.

[1720] Input: Service information selected by the user

[1721] Output: Data related to the service (e.g., restaurant menu)

[1722] Step 3:

[1723] The user selects a restaurant and menu and enters the order details. The order details are sent from the terminal to the server. The server processes the received order details using data processing means and updates the database. The updated results are notified to the terminal, which then displays an order confirmation message to the user.

[1724] Input: Order details entered by the user

[1725] Output: Database update results, order confirmation message

[1726] Step 4:

[1727] After the delivery is completed, the user uses the terminal to input reviews and comments. The input comment data is sent from the terminal to the server. The server analyzes the comment data using emotion analysis means and recognizes the user's emotion (positive, negative, neutral). The recognized emotion information is stored in a database.

[1728] Input: Comments entered by the user

[1729] Output: Recognized emotion information, saved in database

[1730] Step 5:

[1731] The next time a service is provided, the server retrieves the user's past emotional information from the database and adjusts the service provision method based on the user's emotions. For example, it may provide a discount coupon to a user with negative emotions and suggest menu recommendations to a user with positive emotions. The adjusted service information is sent to the terminal and notified to the user.

[1732] Input: Past emotional information

[1733] Output: Adjusted service delivery method, user notification

[1734] Step 6:

[1735] When a user presses the logout button on the terminal, a logout request is sent to the server. The server uses the session management means to delete the session information and notify the terminal that the logout has been completed. The terminal displays this message to the user, and the session ends.

[1736] Input: Logout request

[1737] Output: Logout complete message

[1738] Through this process, the system can provide services based on the user's emotions and improve user satisfaction.

[1739] 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.

[1740] 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.

[1741] 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.

[1742] 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.

[1743] 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.

[1744] 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.

[1745] 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).

[1746] 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.

[1747] 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."

[1748] 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.

[1749] 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).

[1750] 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.

[1751] 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.

[1752] 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.

[1753] 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.

[1754] 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.

[1755] 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.

[1756] 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.

[1757] 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.

[1758] 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.

[1759] 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.

[1760] The following is further disclosed regarding the above embodiment.

[1761] (Claim 1)

[1762] an authentication means for receiving authentication information input by a user and performing authentication processing;

[1763] a service providing means for providing a service based on a user's selection;

[1764] a data processing means for receiving data or requests input by a user and updating a database or retrieving data according to the received data;

[1765] The system includes a notification means for notifying the user of the processing result.

[1766] (Claim 2)

[1767] 10. The system according to claim 1, further comprising an access control means for centrally managing requests based on user selections and controlling access to each service.

[1768] (Claim 3)

[1769] 10. The system of claim 1, further comprising: a user-initiated logout means; and a session management means for deleting session information.

[1770] "Example 1"

[1771] (Claim 1)

[1772] an authentication means for receiving authentication information input by a user and performing authentication processing;

[1773] a service providing means for providing a service to the information processing device based on a user's selection;

[1774] a data processing means for receiving data or requests input by a user and updating or retrieving data from the storage device in accordance with the received data;

[1775] a notification means for notifying a user of a processing result;

[1776] a token generating means for generating an authentication token and transmitting the same to an information processing device;

[1777] an access verification means for verifying access rights using an authentication token;

[1778] a communication encryption means for encrypting data communication using an Internet connection;

[1779] A system including:

[1780] (Claim 2)

[1781] 10. The system according to claim 1, further comprising an access control means for centrally managing requests based on user selections and controlling access to each service.

[1782] (Claim 3)

[1783] 10. The system of claim 1, further comprising: a user-initiated logout means; and a session management means for deleting session information.

[1784] "Application Example 1"

[1785] (Claim 1)

[1786] means for receiving authentication information entered by a user and performing authentication processing;

[1787] means for providing services based on user selection;

[1788] A means of receiving user-entered data or requests and updating the database or retrieving data accordingly;

[1789] means for notifying a user of the processing result;

[1790] A means for performing face authentication using biometric information of a user;

[1791] A means of notifying abnormal access in real time,

[1792] A system that includes a means for centrally managing security information and access logs.

[1793] (Claim 2)

[1794] 10. The system of claim 1, further comprising means for centralizing requests based on user selections and controlling access to each service.

[1795] (Claim 3)

[1796] 10. The system of claim 1, further comprising: means for user activation and means for deleting session information.

[1797] "Example 2: Combining Emotion Engines"

[1798] (Claim 1)

[1799] an authentication means for receiving authentication information input by a user and performing authentication processing;

[1800] a service providing means for providing a service based on a user's selection;

[1801] a data processing means for receiving data or requests input by a user and updating a database or retrieving data according to the received data;

[1802] a notification means for notifying a user of a processing result;

[1803] An emotion engine that analyzes user input data and recognizes the user's emotions;

[1804] an adjusting means for adjusting a service provision method based on the recognized user's emotion;

[1805] A system including an emotion data management means for storing user emotion data in a database and using it to provide individual services.

[1806] (Claim 2)

[1807] 2. The system according to claim 1, further comprising an access control means for centrally managing requests based on user selections and controlling access to each service.

[1808] (Claim 3)

[1809] 2. The system according to claim 1, further comprising: a logout means activated by a user; and a session management means for deleting session information.

[1810] "Application example 2 when combining emotion engines"

[1811] (Claim 1)

[1812] means for receiving authentication information entered by a user and performing authentication processing;

[1813] means for providing services based on user selection;

[1814] A means of receiving user-entered data or requests and updating the database or retrieving data accordingly;

[1815] means for notifying a user of the processing result;

[1816] means for analyzing the user's emotions and adjusting the service provision method based on the emotions;

[1817] A system including a means for analyzing a user's emotional data and notifying the user of adjusted service provision content.

[1818] (Claim 2)

[1819] 10. The system of claim 1, further comprising means for centralizing requests based on user selections and controlling access to each service.

[1820] (Claim 3)

[1821] 10. The system of claim 1, further comprising: a user-initiated logout means and a means for deleting session information. [Explanation of symbols]

[1822] 10, 210, 310, 410 Data Processing Systems 12 Data Processing Device 14 Smart Devices 214 Smart Glasses 314 Headset-type terminal 414 Robot< / url:> < / url:> < / url:> < / url:>

Claims

1. an authentication means for receiving authentication information input by a user and performing authentication processing; a service providing means for providing a service based on a user's selection; a data processing means for receiving data or requests input by a user and updating a database or retrieving data according to the received data; The system includes a notification means for notifying the user of the processing result.

2. 2. The system according to claim 1, further comprising an access control means for centrally managing requests based on user selections and controlling access to each service.

3. 2. The system of claim 1, further comprising: a user-initiated logout means; and a session management means for deleting session information.

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