system

Abstract

Provide a system. [Solution] A means of registering information about vacant houses; A generation AI means for generating tours based on registered vacant houses; means for receiving user location information in real time; means for providing details of a next destination based on the received location information; A means of calculating tour fees and distributing revenue after the tour has ended; A system including:

Description

[Technical Field]

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

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

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

[0004] In recent years, the increase in vacant houses has become a social problem, and there is a demand for their effective utilization. At the same time, there is a growing need for individual travelers to have unique travel experiences. However, traditional travel plans and sightseeing tours are uniform and often unable to meet individual needs. Furthermore, there is a lack of systems that provide real-time tour guides and guidance. Therefore, there is a need for a system that makes effective use of vacant houses while providing individual travelers with customized real-time tours. [Means for solving the problem]

[0005] The present invention solves the above problems by providing a system that includes a means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, a means for receiving user location information in real time, a means for providing detailed information about the next destination based on the received location information, and a means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to simultaneously make effective use of vacant houses and provide individual travelers with a real-time, customized travel experience.

[0006] "Means for registering information about vacant houses" refers to an interface and function that allows a user or a vacant house owner to input detailed information about a vacant house and store that information in a database.

[0007] "Generative AI means" refers to artificial intelligence algorithms and systems that automatically generate optimal tour plans based on user travel requests and vacant house information.

[0008] "Means for receiving user location information in real time" refers to a function for periodically obtaining location information from the user's mobile terminal or other GPS device and transmitting it to a server.

[0009] "Means for providing detailed information about the next destination" refers to a function that calculates information about the next tourist spot or sightseeing spot to be visited based on the user's current location and transmits that information to the user terminal.

[0010] "Means for calculating tour fees and distributing revenue after the tour is completed" refers to the functions and systems for calculating tour fees and distributing a portion of them to vacant property owners and other parties when the tour is completed. [Brief explanation of the drawings]

[0011] [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

[0012] 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.

[0013] First, the terms used in the following description will be explained.

[0014] 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).

[0015] 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.

[0016] 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.

[0017] 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.

[0018] 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."

[0019] [First embodiment]

[0020] FIG. 1 shows an example of the configuration of a data processing system 10 according to the first embodiment.

[0021] 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.

[0022] 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).

[0023] 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.

[0024] 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.

[0025] 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.

[0026] 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.

[0027] FIG. 2 shows an example of the main functions of the data processing device 12 and the smart device 14.

[0028] 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.

[0029] 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.

[0030] 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.

[0031] 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."

[0032] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. The components of the invention include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, and a means for calculating tour fees and distributing revenue after the tour ends.

[0033] User Registration and Login

[0034] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0035] Registering information on vacant houses

[0036] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[0037] Tour Generation

[0038] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on that.

[0039] Running a real-time tour

[0040] After the tour begins, the device acquires the user's location information in real time and sends it to the server. The server then calculates the next destination and tourist attraction details based on the location information and sends them to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[0041] Revenue sharing

[0042] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0043] Specific examples

[0044] For example, Traveler A uses this system in search of a new travel experience. He / she registers with the system using a terminal, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on A's request and provides it to A's terminal.

[0045] On the day of the tour, Person A begins the tour using his / her smartphone. The device sends Person A's location information to the server, which then provides detailed information on the next destination and tourist spots in real time. Person A enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0046] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[0047] The processing flow will be explained below.

[0048] Step 1:

[0049] User Registration and Login

[0050] Device: The user enters the required information, such as name, email address, and password.

[0051] Terminal: Sends the entered information to the server.

[0052] Server: Validates the received information and stores it in a database.

[0053] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[0054] Step 2:

[0055] Registering information on vacant houses

[0056] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[0057] Terminal: Sends the entered data to the server.

[0058] Server: Validates the input information for completeness and stores it in the database.

[0059] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[0060] Step 3:

[0061] Tour Generation

[0062] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[0063] Terminal: Sends the entered information to the server.

[0064] Server: Receives user input information and sends it to the generative AI engine.

[0065] Generative AI: Automatically generates the optimal tour plan based on the input information.

[0066] Generation AI: Returns the generated tour plan to the server.

[0067] Server: Stores tour plans in a database and provides them to users.

[0068] Step 4:

[0069] Running a real-time tour

[0070] User: The user launches the app at the designated tour start time and presses the tour start button.

[0071] Terminal: Sends a tour start request to the server.

[0072] Device: Periodically obtains the user's location information and sends it to the server.

[0073] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[0074] Server: Sends details of the next destination to the user's device.

[0075] Terminal: Displays the received information to the user and guides them through a real-time tour.

[0076] Step 5:

[0077] Revenue sharing

[0078] Server: After the tour is over, calculate the total tour price and its breakdown.

[0079] Server: Calculates the payment amount to the vacant property owner.

[0080] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[0081] Server: Sends a payment completion notification to the user and the vacant property owner.

[0082] Example 1

[0083] 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."

[0084] In modern society, the increase in vacant houses and responding to the diverse needs of individual travelers are major issues. Vacant houses have a negative impact on local communities when left unattended without proper management, and individual travelers face challenges in finding travel experiences that suit their preferences and budget. In these circumstances, there is a need for a system that can simultaneously make effective use of vacant houses and provide customized travel experiences for individual travelers.

[0085] 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.

[0086] In this invention, the server includes means for accepting and saving user registration information, means for registering and saving information about vacant houses, generation AI means for generating tours based on the registered vacant houses, means for receiving and saving user location information in real time, means for providing detailed information about the next destination based on the received location information, and means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to make effective use of vacant houses and provide a travel experience customized to the user's preferences.

[0087] "User registration information" refers to information such as name, email address, and password that is required when a user accesses the system.

[0088] "Information about vacant houses" refers to information about the characteristics and terms of use of the vacant house, such as its address, photos, description, and price.

[0089] The "generative AI means" is an artificial intelligence means that automatically generates an appropriate tour plan based on a user's request.

[0090] "Location information" refers to real-time location data obtained when a user moves, such as through GPS.

[0091] "Detailed information about the next destination" is information that includes an explanation or guide of the next tourist spot or facility that the user will visit.

[0092] "Tour fee" is the total amount paid by the user for the tour they actually experienced.

[0093] "Revenue sharing" is the process of appropriately distributing a portion of the tour fees to vacant property providers and other stakeholders.

[0094] The present invention relates to a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. Specific embodiments of this system will be described below.

[0095] First, in order for a user to access the system, they register or log in using a terminal. An input form is displayed on the terminal, and the user enters the required information such as name, email address, and password. This entered information is sent to the server, which verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0096] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server, which stores it in its database. When the new vacant house information is successfully saved, the server sends a confirmation notice to the owner.

[0097] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, which then passes it on to the generation AI. The generation AI automatically generates the optimal tour plan based on this request information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on it.

[0098] When the tour begins, the user's device acquires location information in real time and sends it to the server. The server calculates detailed information about the next destination and tourist spot based on the received location information and sends it to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[0099] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0100] For example, if a traveler uses this system in search of a new travel experience, they register with the system using their device, log in, and then make a tour request by entering their sightseeing theme and budget. The generation AI generates an optimal tour plan based on the traveler's request and provides it to the traveler's device. On the day of the tour, the traveler starts the tour using their smartphone. The device sends the traveler's location information to the server, and the server provides detailed information on the next destination and tourist attractions in real time. The traveler enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0101] An example of a prompt for the generative AI model is, "Please generate the optimal tour plan based on the traveler's desired sightseeing theme and budget. The tour starting point is Shinjuku, Tokyo, and I would like a travel plan with a budget of less than 100,000 yen."

[0102] This system makes it possible to make effective use of vacant houses and provide a customized travel experience tailored to the user's preferences.

[0103] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0104] Step 1:

[0105] New user registration

[0106] The user accesses the system using a terminal and opens the new registration screen.

[0107] Input: Enter the required information such as the user's name, email address, and password.

[0108] The terminal transmits the input information to the server.

[0109] The server verifies the received registration information and stores it in a database if there are no errors.

[0110] Output: Sends a registration completion notification to the terminal.

[0111] Specific operation: The user receives a message on the device indicating that registration is complete.

[0112] Step 2:

[0113] User Login

[0114] The user opens the login screen on the terminal.

[0115] Input: Enter your registered email address and password.

[0116] The terminal transmits the entered login information to the server.

[0117] The server retrieves the relevant user information from the database and collates it.

[0118] If the authentication is successful, the server sends a login success message to the terminal.

[0119] Output: The user is able to log into the system.

[0120] Specific behavior: A login success message will be displayed on the user's screen.

[0121] Step 3:

[0122] Registering vacant house information

[0123] The owner of the vacant house opens the vacant house information registration screen on their device.

[0124] Input: Enter details about the vacant house, such as address, photo, description, and price.

[0125] The terminal transmits the input information to the server.

[0126] The server verifies the received vacant house information and stores it in a database.

[0127] Output: Send a notification to the owner of the vacant property that registration was successful.

[0128] Specific operation: The owner of the vacant house receives a confirmation notification on their device.

[0129] Step 4:

[0130] Enter your tour request

[0131] The user opens a tour request input screen on the terminal.

[0132] Input: Enter information such as tour starting point, desired sightseeing theme, budget, etc.

[0133] The terminal transmits this information to the server.

[0134] Specific operation: The user receives a notification that the requested information has been sent.

[0135] Step 5:

[0136] Tour plan generation

[0137] The server passes the received tour request information to the generation AI.

[0138] Input: User's tour request information.

[0139] The generation AI automatically generates the optimal tour plan based on the request information.

[0140] Output: The generated tour plan is returned to the server.

[0141] Specific operation: The server sends the generated tour plan to the terminal and provides it to the user.

[0142] Step 6:

[0143] Start a real-time tour

[0144] The user starts the tour and the terminal acquires the user's location information in real time.

[0145] Input: The user's current location.

[0146] The terminal transmits the acquired location information to the server.

[0147] Specific Actions: The user receives real-time tour guidance.

[0148] Step 7:

[0149] Next stop information

[0150] The server calculates detailed information about the next place to visit and tourist spots based on the received location information.

[0151] Input: The user's real-time location.

[0152] The server transmits the calculated visiting place information to the terminal.

[0153] Output: Next stop details.

[0154] Specific operation: The user can follow the instructions to move around and enjoy the tourist spots.

[0155] Step 8:

[0156] Tour pricing calculation and revenue sharing

[0157] After the tour is completed, the server calculates the tour fee.

[0158] Input: Information after the tour is over.

[0159] The server performs the process of distributing the profits based on the calculation results.

[0160] Output: Transfer procedure for vacant house owner.

[0161] Specific operation: The owner of the vacant house receives a transfer notification on their terminal.

[0162] In this way, the system provides a valuable service to both users and vacant home owners.

[0163] (Application example 1)

[0164] 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."

[0165] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. However, as a specific application, there is also the issue of providing individual dining experiences to users in food delivery and distributing revenue efficiently. For this reason, there is a need for a system that automatically generates delivery plans according to the user's desired cuisine genre and budget, and tracks and guides the delivery progress in real time.

[0166] 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.

[0167] In this invention, the server includes means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, means for receiving user location information in real time, means for providing detailed information about the next destination based on the received location information, means for calculating the tour fee after the tour ends and distributing the profits, means for inputting the user's desired food and drink genres and budget, means for generating an optimal food delivery plan based on the user's input using a generation AI model, and means for providing real-time information on the progress of delivery. This allows individual travelers to enjoy customized travel and food delivery experiences, and the real-time information provided makes for an even more fulfilling experience.

[0168] A vacant house is a house that has been unoccupied for a certain period of time.

[0169] "Means for registering information" refers to a mechanism by which users or owners input various information via a terminal and store it in a database.

[0170] "Generative AI means" refers to artificial intelligence that analyzes input information and automatically generates optimal tour plans and food delivery plans based on that information.

[0171] "Means for receiving user location information in real time" refers to a mechanism that continuously acquires coordinate data of the user's location and transmits it to a server.

[0172] The "means for providing detailed information" refers to a mechanism that provides the user with information about the next place to visit and the contents of services via communication based on the received location information and user input.

[0173] "Means for calculating tour fees and distributing revenue" means a mechanism for calculating fees after the tour or delivery is provided and distributing revenue to the relevant owners and delivery personnel in appropriate proportions.

[0174] A "cuisine genre" refers to a specific type of cuisine, such as Italian, Chinese, or Japanese.

[0175] A "means for inputting a budget" is a mechanism by which a user inputs into the system the amount of money they are willing to spend.

[0176] A "food delivery plan" is a plan that determines which stores will deliver the most suitable food and drink based on the user's wishes and conditions, and how.

[0177] "Means for providing real-time information on delivery progress" refers to a mechanism that tracks the location of the delivery person and the progress of the delivery in real time and notifies the user.

[0178] Although the present invention relates to a system that effectively utilizes vacant houses and provides individual travelers with a customized travel experience, the same technology can also be applied to food delivery services as an example of its application. A detailed embodiment for this purpose is described below.

[0179] System Overview

[0180] The system consists of the following main modules:

[0181] 1. User Registration and Login Module

[0182] Hardware: Smartphones, servers

[0183] Software: Web application (e.g., Flask), database (e.g., SQLite)

[0184] Processing: The user registers their name, email address, and password, which are then saved and authenticated by the server. For example, the user enters the required information the first time they access the site, and sends it to the server to complete registration.

[0185] 2. Restaurant information registration module

[0186] Hardware: Smartphones, servers

[0187] Software: Web application (e.g., Flask), database (e.g., SQLite)

[0188] What it does: The restaurant owner enters information such as address, menu, and opening hours, and the server stores it. For example, the restaurant owner enters the information through the app, which is then stored on the server and a confirmation notification is returned.

[0189] 3. Delivery plan generation module

[0190] Hardware: Server

[0191] Software: Generative AI models (GPT-3 (registered trademark), BERT, etc.), web applications (Flask, etc.)

[0192] Processing details: The user inputs their desired cuisine, budget, and delivery area, and the AI ​​generates the optimal food delivery plan. For example, if a user requests Italian cuisine and specifies their budget and delivery area, the AI ​​will automatically select the appropriate restaurant and menu.

[0193] Example prompt sentence:

[0194] User ID: 1234

[0195] Preferred cuisine: Italian

[0196] Budget: 3,000 yen

[0197] Delivery area: Tokyo

[0198] What to do next: Generate a tailored delivery plan and view restaurant information and menus.

[0199] 4. Real-time tracking module

[0200] Hardware: GPS-equipped smartphone, server

[0201] Software: Real-time location API, web application (Flask, etc.)

[0202] Processing details: The server obtains the delivery person's location information in real time and notifies the user. For example, the delivery progress is displayed in real time on the user's smartphone.

[0203] 5. Revenue Calculation and Distribution Module

[0204] Hardware: Server

[0205] Software: Web application (e.g., Flask), database (e.g., SQLite)

[0206] Processing: The server calculates the revenue after delivery and distributes it to the restaurant owner and the delivery person. For example, the fee is calculated after delivery is completed and the revenue is automatically distributed to each party.

[0207] Operation explanation

[0208] 1. The user accesses the app, registers in the system, and logs in.

[0209] 2. Restaurant owners register their restaurant information in the system.

[0210] 3. The user requests a delivery plan by specifying the cuisine type, budget, and delivery area.

[0211] 4. The server uses the generative AI model to generate an optimal delivery plan and provide it to the user.

[0212] 5. Delivery personnel are tracked in real time and users are notified of delivery progress.

[0213] 6. After the delivery is completed, the server calculates the revenue and distributes it to the restaurant owner and the delivery person.

[0214] As described above, the present invention is applicable not only to tours for individual travelers but also to food delivery services, and is expected to be used in a variety of scenarios.

[0215] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0216] Step 1:

[0217] User registration and login process

[0218] Input: The user enters their name, email address, and password on the device.

[0219] How it works: The server receives the user's input, stores it in a database, and authenticates them.

[0220] Data processing: Verify that the entered information is in the correct format and save it if there are no problems.

[0221] Output: If registration is successful, the message "Registration successful" is displayed on the user's terminal. When logging in, if authentication is successful, the message "Login successful" is returned.

[0222] Step 2:

[0223] Restaurant information registration process

[0224] Input: The restaurant owner inputs the address, menu, business hours, etc. into the terminal.

[0225] How it works: The server receives the information entered and stores it in a database.

[0226] Data processing: Verify that the input information is in the correct format and save it if there are no problems.

[0227] Output: If the registration is successful, the message "Restaurant information registration successful" will be displayed on the owner terminal.

[0228] Step 3:

[0229] Delivery plan generation process

[0230] Input: The user inputs the cuisine type, budget, and delivery area from the device. These conditions are sent as prompts to the generative AI model.

[0231] How it works: The server invokes a generative AI model (e.g., GPT-3) to generate an optimal plan based on the user's criteria.

[0232] Data processing: Generate prompts and send them to the generative AI model. Analyze the generated plans and make the optimal selection.

[0233] Output: The optimal food delivery plan is generated and displayed on the user's device.

[0234] Step 4:

[0235] Real-time tracking and guidance

[0236] Input: Obtain the delivery person's location via GPS.

[0237] How it works: The server receives real-time location information from the delivery person and sends that information to the user's device.

[0238] Data processing: Location information is periodically acquired, processed on the server, and notified to the user.

[0239] Output: The delivery progress is displayed in real time on the user's device.

[0240] Step 5:

[0241] Revenue calculation and distribution processing

[0242] Input: Enter the post-delivery fee information, restaurant owner and delivery person information.

[0243] How it works: The server calculates the revenue and distributes it appropriately between the restaurant owner and the delivery person.

[0244] Data processing: Calculate delivery fees and distribute revenue proportionally.

[0245] Output: If revenue sharing is successful, notify relevant parties with a "Revenue sharing successful" message.

[0246] These are the specific processing steps of the present invention, which allow users to enjoy a personalized dining experience while the entire system operates efficiently.

[0247] 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.

[0248] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. It is particularly characterized by its ability to recognize user emotions and dynamically adjust tour plans based on them. The invention's components include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing details of the next destination, an emotion engine, and a means for calculating tour fees and distributing revenue after the tour ends.

[0249] User Registration and Login

[0250] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0251] Registering information on vacant houses

[0252] Next, the owner of the vacant house enters the information of the vacant house (location, photos, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[0253] Tour Generation

[0254] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generation AI also takes into account the user's emotional information to generate a customized tour plan. The generated tour plan is then provided to the user via the server.

[0255] Running a real-time tour

[0256] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine that recognizes the user's emotions analyzes the user's facial expressions and tone of voice and sends emotional information to the server. Based on the received location and emotion information, the server calculates detailed information about the next destination and tourist spot and sends it to the user's device. The user then follows the guide and enjoys a travel experience that is adjusted in real time according to their emotions.

[0257] Revenue sharing

[0258] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0259] Specific examples

[0260] For example, Traveler B uses this system in search of a new travel experience. He / she registers with the system using a device, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on B's request and provides it to B's device. The emotion engine also analyzes B's facial expressions and voice tone in real time, and sends B's emotional information to the server.

[0261] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location and emotional information to the server, which then provides detailed information on the next destination and tourist spots in real time. Based on the emotional information, if Person B is enjoying themselves, the tour continues as planned, but if Person B is bored, the sightseeing plan is dynamically adjusted. After the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0262] This system will enable the effective use of vacant houses and provide individual travelers with a customized travel experience that responds to the user's emotions.

[0263] The processing flow will be explained below.

[0264] Step 1:

[0265] User Registration and Login

[0266] Device: The user enters the required information, such as name, email address, and password.

[0267] Terminal: Sends the entered information to the server.

[0268] Server: Validates the received information and stores it in a database.

[0269] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[0270] Step 2:

[0271] Registering information on vacant houses

[0272] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[0273] Terminal: Sends the entered data to the server.

[0274] Server: Validates the input information for completeness and stores it in the database.

[0275] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[0276] Step 3:

[0277] Tour Generation

[0278] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[0279] Terminal: Sends the entered information to the server.

[0280] Server: Receives user input information and sends it to the generative AI engine.

[0281] Generative AI: Automatically generates the optimal tour plan based on the input information.

[0282] Generation AI: Returns the generated tour plan to the server.

[0283] Server: Stores tour plans in a database and provides them to users.

[0284] Step 4:

[0285] Running a real-time tour

[0286] User: The user launches the app at the designated tour start time and presses the tour start button.

[0287] Terminal: Sends a tour start request to the server.

[0288] Device: Periodically obtains the user's location information and sends it to the server.

[0289] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[0290] Terminal: Receives detailed information about the next destination from the server and displays it to the user.

[0291] Terminal: The emotion engine analyzes the user's facial expressions and voice tone, and sends the emotional information to the server.

[0292] Server: Dynamically adjust tour plans based on emotional information.

[0293] Step 5:

[0294] Revenue sharing

[0295] Server: After the tour is over, calculate the total tour price and its breakdown.

[0296] Server: Calculates the payment amount to the vacant property owner.

[0297] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[0298] Server: Sends a payment completion notification to the user and the vacant property owner.

[0299] Example 2

[0300] 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."

[0301] The increase in vacant houses is a serious problem for local communities, and effective utilization of these properties is required. Individual travelers also desire customized travel experiences, but existing tour services are unable to adequately meet these needs. Furthermore, it is difficult to recognize emotions in real time during the trip and adjust the plan accordingly, which leads to lower traveler satisfaction. Another issue is the fair distribution of revenue after the tour ends.

[0302] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for registering information about vacant houses, a means for generating a customized travel plan using artificial intelligence, and a means for receiving user location information and emotion information in real time. This enables effective use of vacant houses and the provision of customized travel plans to individual travelers. It also enables dynamic adjustment of plans based on real-time location information and emotion information, improving traveler satisfaction. Furthermore, fair distribution of profits after the tour ends is also realized.

[0303] An "empty house" is a house that has no tenants and is a form of underutilized real estate.

[0304] The "means for registering information" is a system component that has the function of storing details about vacant houses, such as location, photos, description, and price, in a database.

[0305] The "generative artificial intelligence means" is an artificial intelligence technology for automatically generating optimal travel plans based on user requests and emotional information.

[0306] "Location information" is information indicating the user's current location, and is obtained using a GPS function or the like.

[0307] "Emotion information" is data that indicates the emotional state of the user, obtained by analyzing the user's facial expression, tone of voice, and the like.

[0308] The "means for providing detailed information about the next destination" is a system component that has the function of sending the next tourist destination to be visited and its detailed information to the user's terminal based on the user's location information and emotional information.

[0309] The "means for calculating tour fees and distributing revenue" is a system component that has the function of calculating the fee after the tour ends and distributing the revenue obtained fairly to the parties involved (e.g., vacant house owners).

[0310] A "trip request" is request information for specifying the trip details (eg, starting point, sightseeing theme, budget) desired by the user.

[0311] The present invention provides a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. This system is realized using specific hardware and software. Specific embodiments of the system are described below.

[0312] First, a user uses a device such as a smartphone or tablet to access the system. The user registers or logs in to begin accessing the system. The information the user enters into the device (name, email address, password, etc.) is sent to the server, where it is verified and then stored in a database. This database uses an RDBMS (relational database management system) such as MySQL (registered trademark) or PostgreSQL.

[0313] Next, the owner of the vacant house uses the terminal to input information about the vacant house (location, photos, description, price, etc.). This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner receives a confirmation notice.

[0314] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generative AI automatically generates an optimal tour plan. The generative AI uses a generative AI model such as OpenAI's (registered trademark) GPT (Generative Pre-trained Transformer) to generate a customized tour plan that takes into account the user's requests and emotional information. The generated tour plan is provided to the user via the server.

[0315] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine (e.g., Microsoft® Azure® Face API or Amazon Rekognition) analyzes the user's facial expressions and voice tone and sends emotional information to the server. Based on the received location and emotional information, the server calculates detailed information about the next stop and tourist attractions and sends it to the user's device. This allows the user to enjoy a travel experience that is adjusted in real time according to their emotions.

[0316] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0317] Specific examples

[0318] For example, if Traveler B uses this system in search of a new travel experience, the following will happen:

[0319] Person B registers with the system using his smartphone and logs in by entering his email address and password. Person B sets the starting point of his trip as "Tokyo," inputs "historical sights" as the sightseeing theme, and inputs "10,000 yen" as his budget, and makes a tour request. The generation AI generates an optimal tour plan based on these prompts and provides it to Person B's device. The emotion engine also analyzes Person B's facial expressions and voice tone in real time, and sends emotional information to the server.

[0320] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location information to the server in real time, and the server dynamically adjusts the next stops and tourist spots based on Person B's emotional information. For example, if Person B is enjoying themselves, the tour will proceed as planned, but if they are bored, the sightseeing plan will be changed.

[0321] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[0322] Examples of prompts for generative AI models

[0323] "Traveler A registered as a new user and requested a tour by entering the tourist theme "historical sights" and a budget of "10,000 yen." The generation AI creates an optimal tour plan based on A's request and provides it to A's device. The emotion engine analyzes A's facial expressions and voice tone in real time and sends that emotional information to the server."

[0324] In this way, it becomes possible to realize a dynamic travel plan that responds to the user's emotions.

[0325] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0326] Step 1: User Registration and Login

[0327] Input: The user enters their name, email address, and password into the device.

[0328] Specific behavior:

[0329] The terminal transmits the input data to the server.

[0330] The server verifies the received data and stores the user's information in a database based on the verification result.

[0331] Output: The server returns a confirmation message to the terminal confirming registration or successful login.

[0332] Step 2: Register information about vacant houses

[0333] Input: The owner of the vacant property enters information such as location, photos, description, and price into the terminal.

[0334] Specific behavior:

[0335] The terminal transmits the entered vacant house information to the server.

[0336] The server stores the received data in a database.

[0337] Output: The server returns a notification to the terminal that the information has been successfully saved.

[0338] Step 3: Tour Request and Generation

[0339] Input: The user inputs the tour starting point, desired sightseeing theme, and budget into the terminal.

[0340] Specific behavior:

[0341] The terminal transmits the input data to the server.

[0342] The server sends prompts to a generative AI model (e.g., OpenAI GPT) based on the received request data.

[0343] Generative AI generates optimal tour plans based on prompts.

[0344] Output: The generated tour plan is provided to the user's terminal via the server.

[0345] Step 4: Start the tour and send your location

[0346] Input: The user starts a tour and the device acquires location information.

[0347] Specific behavior:

[0348] The device sends its current location information to the server in real time.

[0349] The server stores and updates the received location information.

[0350] Output: The location information is stored on the server and used to provide information about the next place to visit.

[0351] Step 5: Recognizing emotional information

[0352] Input: The device captures facial expressions and voice tones as the user tours.

[0353] Specific behavior:

[0354] An emotion engine (e.g., Microsoft Azure Face API) analyzes the user's facial expressions and voice tone.

[0355] The device sends the emotion information from the analysis results to the server.

[0356] Output: The emotion information is stored on the server and used to dynamically adjust the tour content.

[0357] Step 6: Provide details of your next destination

[0358] Input: The server receives the user's location and emotion information.

[0359] Specific behavior:

[0360] The server calculates detailed information about the next tourist spot to visit based on the received location and emotion information.

[0361] The server sends the calculation results to the user's terminal.

[0362] Output: Detailed information about the next place to visit or tourist spot will be displayed on the user's device.

[0363] Step 7: Revenue and Fee Distribution

[0364] Input: After the tour ends, the server retrieves all tour data (places visited, emotional information, duration, etc.).

[0365] Specific behavior:

[0366] The server calculates the tour price.

[0367] Based on the calculation results, the server distributes revenue to vacant house owners and other parties.

[0368] Output: The distribution results are reflected in the account of the relevant party (e.g., vacant house owner).

[0369] In this way, the entire process proceeds by collecting and analyzing data in real time based on user input to dynamically customize the travel experience.

[0370] (Application example 2)

[0371] 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."

[0372] Conventional travel guide systems face the problem of being difficult to customize based on individual travelers' preferences and emotions. They also struggle to dynamically adjust tour plans based on real-time feedback. This makes it difficult to provide travelers with a personalized travel experience that fully satisfies them. Furthermore, there is a lack of systems for effectively utilizing vacant properties and appropriately distributing the resulting revenue.

[0373] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[0374] In this invention, the server includes a means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, a means for receiving user location information in real time, an emotion engine for analyzing user emotion information, a means for dynamically adjusting tour plans based on user emotion, a content distribution means for providing travel guides and tourist spot information, and a means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to provide a personalized travel experience according to the user's preferences and emotions, and further realizes effective use of vacant houses and appropriate distribution of revenue.

[0375] "Means for registering information about vacant houses" refers to a mechanism for recording detailed information about vacant houses, such as their location, photos, descriptions, and fees, in a database within the system.

[0376] "Generative AI means" is a technology that uses artificial intelligence to automatically generate optimal tour plans based on input information.

[0377] "Means for receiving user location information in real time" refers to a device or software that uses technology such as GPS to instantly obtain the user's current location and transmit it to the system.

[0378] The "means for providing detailed information about the next destination" is a function that provides the user with detailed information about the next tourist spot or destination to visit based on the user's current location.

[0379] The "emotion engine" is a mechanism for analyzing a user's facial expressions and vocal tone to detect their emotional state.

[0380] "Means for dynamically adjusting tour plans" refers to technology that changes the content and order of tours in real time based on the user's emotional state and location information.

[0381] The "content delivery means" is a function that provides travel guides and tourist destination information as audio or video in order to enrich the user's sightseeing experience.

[0382] The "means for distributing revenue" is a mechanism for calculating the tour fee after the tour is completed and distributing the revenue appropriately to the parties involved.

[0383] The present invention relates to a system for effectively utilizing vacant houses and providing a personalized travel experience for travelers. The system includes a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, an emotion engine, a means for dynamically adjusting tour plans, a content distribution means, and a means for distributing revenue.

[0384] System configuration

[0385] 1. Registering vacant house information

[0386] The server receives information such as the location, photos, description, and price of the vacant house provided by the vacant house owner, and records this information in a database. This data is then used to generate tours.

[0387] 2. Tour Generation

[0388] When a user inputs a travel request, the generation AI means analyzes it and automatically generates the optimal tour plan, taking into account the user's preferences and budget. The generation AI means is a technology that uses artificial intelligence to process data and design the optimal tour route and sightseeing plan.

[0389] 3. Receiving real-time location information

[0390] When a user starts a tour, their current location is acquired in real time from their device using GPS and other devices and sent to the server, allowing the user's movements to be tracked in real time.

[0391] 4. Emotional Information Analysis

[0392] The server uses an emotion engine to analyze the user's emotional state based on the user's facial expressions and voice tone transmitted from the device. This emotional information is used to adjust the tour plan in real time.

[0393] 5. Dynamically adjust your plan

[0394] Based on the emotion information obtained from the emotion engine and real-time location information, the server dynamically adjusts the tour plan. For example, if the user is bored, new tourist spots will be suggested, and if the user is excited, the planned activities will continue.

[0395] 6. Content Delivery

[0396] Based on the user's current interests and emotions, travel guides and tourist information are provided as audio guides and videos, enriching the user's travel experience.

[0397] 7. Revenue Sharing

[0398] Once the tour is over, the server calculates the tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution method also benefits the vacant house owner.

[0399] Specific examples

[0400] For example, suppose traveler A inputs a request saying, "I want to see historical places." The generative AI means creates an optimal tour plan based on this request and provides it to A. After the tour begins, the emotion engine analyzes A's facial expressions and voice tone to detect whether A is enjoying himself or herself. If A is bored, the server suggests a more interesting place as the next tourist spot. An example of a specific prompt sentence is, "Traveller A wants to explore historical places. He is currently feeling excited. What tourist spot should we introduce next?" This allows A to enjoy a satisfying and customized travel experience, while also making effective use of vacant houses and properly allocating revenue.

[0401] As described above, the present invention is a system that utilizes real-time location information and emotional information of users to provide personalized travel guides, realizes effective utilization of vacant houses, and appropriately distributes revenue.

[0402] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0403] Step 1:

[0404] Registering vacant house information

[0405] The owner of a vacant house enters detailed information such as the location, photos, description, and price of the house on the terminal. The entered data is sent to the server and recorded in the database. This prepares the basic data necessary for generating tours.

[0406] Input: Location of vacant house, photo, description, price, etc.

[0407] Output: Vacant house information recorded in the database

[0408] Step 2:

[0409] User Registration and Login

[0410] A user registers or logs into the system using a terminal. They enter the required information (name, email address, password) and the information is sent to the server. The server validates the data and stores it in the database.

[0411] Input: Name, email address, password, etc.

[0412] Output: Authenticated user information

[0413] Step 3:

[0414] Enter your tour request

[0415] When planning a trip, users input the tour starting point, desired sightseeing theme, budget, etc. from their device. This information is sent to the server, and the generative AI model creates the optimal tour plan.

[0416] Input: Tour starting point, desired sightseeing theme, budget, etc.

[0417] Output: Generated tour plan

[0418] Step 4:

[0419] Tour plan provision

[0420] The customized tour plan created by the generative AI model is provided to the user via the server, who then checks the tour plan on their device and prepares for their trip.

[0421] Input: Generated tour plan

[0422] Output: Tour plan provided to the user device

[0423] Step 5:

[0424] Starting a tour and getting location information

[0425] When a user starts a tour, the device uses GPS to obtain the user's current location in real time and transmits that information to the server, thereby determining the user's exact location.

[0426] Input: Real-time location of the user

[0427] Output: Location information sent to the server

[0428] Step 6:

[0429] Acquisition and analysis of emotional information

[0430] The user's device uses a camera and microphone to capture the user's facial expressions and voice tone, and sends that information to the emotion engine, which analyzes the data and detects the user's emotional state (e.g., happy, bored, etc.).

[0431] Input: User's facial expressions, voice tone

[0432] Output: Parsed emotion information

[0433] Step 7:

[0434] Dynamically adjust tour plans

[0435] The server dynamically adjusts the tour plan based on the acquired location and emotion information, such as suggesting new tourist spots if the user is bored.

[0436] Input: location information, emotion information

[0437] Output: Adjusted tour plan

[0438] Step 8:

[0439] Content distribution

[0440] The server provides users with travel guides and tourist information in the form of audio guides and videos in line with the tailored tour plan, thereby providing a fulfilling travel experience for users.

[0441] Input: Adjusted tour plan

[0442] Output: Guide and tourist information delivered to the user

[0443] Step 9:

[0444] Revenue calculation and distribution

[0445] After the tour ends, the server calculates the total tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution allows the related parties to earn profits.

[0446] Input: Tour price, vacant house information, related party information

[0447] Output: Revenue distribution results

[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] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. The components of the invention include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, and a means for calculating tour fees and distributing revenue after the tour ends.

[0465] User Registration and Login

[0466] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0467] Registering information on vacant houses

[0468] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[0469] Tour Generation

[0470] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on that.

[0471] Running a real-time tour

[0472] After the tour begins, the device acquires the user's location information in real time and sends it to the server. The server then calculates the next destination and tourist attraction details based on the location information and sends them to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[0473] Revenue sharing

[0474] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0475] Specific examples

[0476] For example, Traveler A uses this system in search of a new travel experience. He / she registers with the system using a terminal, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on A's request and provides it to A's terminal.

[0477] On the day of the tour, Person A begins the tour using his / her smartphone. The device sends Person A's location information to the server, which then provides detailed information on the next destination and tourist spots in real time. Person A enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0478] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[0479] The processing flow will be explained below.

[0480] Step 1:

[0481] User Registration and Login

[0482] Device: The user enters the required information, such as name, email address, and password.

[0483] Terminal: Sends the entered information to the server.

[0484] Server: Validates the received information and stores it in a database.

[0485] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[0486] Step 2:

[0487] Registering information on vacant houses

[0488] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[0489] Terminal: Sends the entered data to the server.

[0490] Server: Validates the input information for completeness and stores it in the database.

[0491] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[0492] Step 3:

[0493] Tour Generation

[0494] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[0495] Terminal: Sends the entered information to the server.

[0496] Server: Receives user input information and sends it to the generative AI engine.

[0497] Generative AI: Automatically generates the optimal tour plan based on the input information.

[0498] Generation AI: Returns the generated tour plan to the server.

[0499] Server: Stores tour plans in a database and provides them to users.

[0500] Step 4:

[0501] Running a real-time tour

[0502] User: The user launches the app at the designated tour start time and presses the tour start button.

[0503] Terminal: Sends a tour start request to the server.

[0504] Device: Periodically obtains the user's location information and sends it to the server.

[0505] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[0506] Server: Sends details of the next destination to the user's device.

[0507] Terminal: Displays the received information to the user and guides them through a real-time tour.

[0508] Step 5:

[0509] Revenue sharing

[0510] Server: After the tour is over, calculate the total tour price and its breakdown.

[0511] Server: Calculates the payment amount to the vacant property owner.

[0512] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[0513] Server: Sends a payment completion notification to the user and the vacant property owner.

[0514] Example 1

[0515] 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."

[0516] In modern society, the increase in vacant houses and responding to the diverse needs of individual travelers are major issues. Vacant houses have a negative impact on local communities when left unattended without proper management, and individual travelers face challenges in finding travel experiences that suit their preferences and budget. In these circumstances, there is a need for a system that can simultaneously make effective use of vacant houses and provide customized travel experiences for individual travelers.

[0517] 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.

[0518] In this invention, the server includes means for accepting and saving user registration information, means for registering and saving information about vacant houses, generation AI means for generating tours based on the registered vacant houses, means for receiving and saving user location information in real time, means for providing detailed information about the next destination based on the received location information, and means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to make effective use of vacant houses and provide a travel experience customized to the user's preferences.

[0519] "User registration information" refers to information such as name, email address, and password that is required when a user accesses the system.

[0520] "Information about vacant houses" refers to information about the characteristics and terms of use of the vacant house, such as its address, photos, description, and price.

[0521] The "generative AI means" is an artificial intelligence means that automatically generates an appropriate tour plan based on a user's request.

[0522] "Location information" refers to real-time location data obtained when a user moves, such as through GPS.

[0523] "Detailed information about the next destination" is information that includes an explanation or guide of the next tourist spot or facility that the user will visit.

[0524] "Tour fee" is the total amount paid by the user for the tour they actually experienced.

[0525] "Revenue sharing" is the process of appropriately distributing a portion of the tour fees to vacant property providers and other stakeholders.

[0526] The present invention relates to a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. Specific embodiments of this system will be described below.

[0527] First, in order for a user to access the system, they register or log in using a terminal. An input form is displayed on the terminal, and the user enters the required information such as name, email address, and password. This entered information is sent to the server, which verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0528] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server, which stores it in its database. When the new vacant house information is successfully saved, the server sends a confirmation notice to the owner.

[0529] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, which then passes it on to the generation AI. The generation AI automatically generates the optimal tour plan based on this request information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on it.

[0530] When the tour begins, the user's device acquires location information in real time and sends it to the server. The server calculates detailed information about the next destination and tourist spot based on the received location information and sends it to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[0531] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0532] For example, if a traveler uses this system in search of a new travel experience, they register with the system using their device, log in, and then make a tour request by entering their sightseeing theme and budget. The generation AI generates an optimal tour plan based on the traveler's request and provides it to the traveler's device. On the day of the tour, the traveler starts the tour using their smartphone. The device sends the traveler's location information to the server, and the server provides detailed information on the next destination and tourist attractions in real time. The traveler enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0533] An example of a prompt for the generative AI model is, "Please generate the optimal tour plan based on the traveler's desired sightseeing theme and budget. The tour starting point is Shinjuku, Tokyo, and I would like a travel plan with a budget of less than 100,000 yen."

[0534] This system makes it possible to make effective use of vacant houses and provide a customized travel experience tailored to the user's preferences.

[0535] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0536] Step 1:

[0537] New user registration

[0538] The user accesses the system using a terminal and opens the new registration screen.

[0539] Input: Enter the required information such as the user's name, email address, and password.

[0540] The terminal transmits the input information to the server.

[0541] The server verifies the received registration information and stores it in a database if there are no errors.

[0542] Output: Sends a registration completion notification to the terminal.

[0543] Specific operation: The user receives a message on the device indicating that registration is complete.

[0544] Step 2:

[0545] User Login

[0546] The user opens the login screen on the terminal.

[0547] Input: Enter your registered email address and password.

[0548] The terminal transmits the entered login information to the server.

[0549] The server retrieves the relevant user information from the database and collates it.

[0550] If the authentication is successful, the server sends a login success message to the terminal.

[0551] Output: The user is able to log into the system.

[0552] Specific behavior: A login success message will be displayed on the user's screen.

[0553] Step 3:

[0554] Registering vacant house information

[0555] The owner of the vacant house opens the vacant house information registration screen on their device.

[0556] Input: Enter details about the vacant house, such as address, photo, description, and price.

[0557] The terminal transmits the input information to the server.

[0558] The server verifies the received vacant house information and stores it in a database.

[0559] Output: Send a notification to the owner of the vacant property that registration was successful.

[0560] Specific operation: The owner of the vacant house receives a confirmation notification on their device.

[0561] Step 4:

[0562] Enter your tour request

[0563] The user opens a tour request input screen on the terminal.

[0564] Input: Enter information such as tour starting point, desired sightseeing theme, budget, etc.

[0565] The terminal transmits this information to the server.

[0566] Specific operation: The user receives a notification that the requested information has been sent.

[0567] Step 5:

[0568] Tour plan generation

[0569] The server passes the received tour request information to the generation AI.

[0570] Input: User's tour request information.

[0571] The generation AI automatically generates the optimal tour plan based on the request information.

[0572] Output: The generated tour plan is returned to the server.

[0573] Specific operation: The server sends the generated tour plan to the terminal and provides it to the user.

[0574] Step 6:

[0575] Start a real-time tour

[0576] The user starts the tour and the terminal acquires the user's location information in real time.

[0577] Input: The user's current location.

[0578] The terminal transmits the acquired location information to the server.

[0579] Specific Actions: The user receives real-time tour guidance.

[0580] Step 7:

[0581] Next stop information

[0582] The server calculates detailed information about the next place to visit and tourist spots based on the received location information.

[0583] Input: The user's real-time location.

[0584] The server transmits the calculated visiting place information to the terminal.

[0585] Output: Next stop details.

[0586] Specific operation: The user can follow the instructions to move around and enjoy the tourist spots.

[0587] Step 8:

[0588] Tour pricing calculation and revenue sharing

[0589] After the tour is completed, the server calculates the tour fee.

[0590] Input: Information after the tour is over.

[0591] The server performs the process of distributing the profits based on the calculation results.

[0592] Output: Transfer procedure for vacant house owner.

[0593] Specific operation: The owner of the vacant house receives a transfer notification on their terminal.

[0594] In this way, the system provides a valuable service to both users and vacant home owners.

[0595] (Application example 1)

[0596] 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."

[0597] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. However, as a specific application, there is also the issue of providing individual dining experiences to users in food delivery and distributing revenue efficiently. For this reason, there is a need for a system that automatically generates delivery plans according to the user's desired cuisine genre and budget, and tracks and guides the delivery progress in real time.

[0598] 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.

[0599] In this invention, the server includes means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, means for receiving user location information in real time, means for providing detailed information about the next destination based on the received location information, means for calculating the tour fee after the tour ends and distributing the profits, means for inputting the user's desired food and drink genres and budget, means for generating an optimal food delivery plan based on the user's input using a generation AI model, and means for providing real-time information on the progress of delivery. This allows individual travelers to enjoy customized travel and food delivery experiences, and the real-time information provided makes for an even more fulfilling experience.

[0600] A vacant house is a house that has been unoccupied for a certain period of time.

[0601] "Means for registering information" refers to a mechanism by which users or owners input various information via a terminal and store it in a database.

[0602] "Generative AI means" refers to artificial intelligence that analyzes input information and automatically generates optimal tour plans and food delivery plans based on that information.

[0603] "Means for receiving user location information in real time" refers to a mechanism that continuously acquires coordinate data of the user's location and transmits it to a server.

[0604] The "means for providing detailed information" refers to a mechanism that provides the user with information about the next place to visit and the contents of services via communication based on the received location information and user input.

[0605] "Means for calculating tour fees and distributing revenue" means a mechanism for calculating fees after the tour or delivery is provided and distributing revenue to the relevant owners and delivery personnel in appropriate proportions.

[0606] A "cuisine genre" refers to a specific type of cuisine, such as Italian, Chinese, or Japanese.

[0607] A "means for inputting a budget" is a mechanism by which a user inputs into the system the amount of money they are willing to spend.

[0608] A "food delivery plan" is a plan that determines which stores will deliver the most suitable food and drink based on the user's wishes and conditions, and how.

[0609] "Means for providing real-time information on delivery progress" refers to a mechanism that tracks the location of the delivery person and the progress of the delivery in real time and notifies the user.

[0610] Although the present invention relates to a system that effectively utilizes vacant houses and provides individual travelers with a customized travel experience, the same technology can also be applied to food delivery services as an example of its application. A detailed embodiment for this purpose is described below.

[0611] System Overview

[0612] The system consists of the following main modules:

[0613] 1. User Registration and Login Module

[0614] Hardware: Smartphones, servers

[0615] Software: Web application (e.g., Flask), database (e.g., SQLite)

[0616] Processing: The user registers their name, email address, and password, which are then saved and authenticated by the server. For example, the user enters the required information the first time they access the site, and sends it to the server to complete registration.

[0617] 2. Restaurant information registration module

[0618] Hardware: Smartphones, servers

[0619] Software: Web application (e.g., Flask), database (e.g., SQLite)

[0620] What it does: The restaurant owner enters information such as address, menu, and opening hours, and the server stores it. For example, the restaurant owner enters the information through the app, which is then stored on the server and a confirmation notification is returned.

[0621] 3. Delivery plan generation module

[0622] Hardware: Server

[0623] Software: Generative AI models (e.g., GPT-3, BERT), web applications (e.g., Flask)

[0624] Processing details: The user inputs their desired cuisine, budget, and delivery area, and the AI ​​generates the optimal food delivery plan. For example, if a user requests Italian cuisine and specifies their budget and delivery area, the AI ​​will automatically select the appropriate restaurant and menu.

[0625] Example prompt sentence:

[0626] User ID: 1234

[0627] Preferred cuisine: Italian

[0628] Budget: 3,000 yen

[0629] Delivery area: Tokyo

[0630] What to do next: Generate a tailored delivery plan and view restaurant information and menus.

[0631] 4. Real-time tracking module

[0632] Hardware: GPS-equipped smartphone, server

[0633] Software: Real-time location API, web application (Flask, etc.)

[0634] Processing details: The server obtains the delivery person's location information in real time and notifies the user. For example, the delivery progress is displayed in real time on the user's smartphone.

[0635] 5. Revenue Calculation and Distribution Module

[0636] Hardware: Server

[0637] Software: Web application (e.g., Flask), database (e.g., SQLite)

[0638] Processing: The server calculates the revenue after delivery and distributes it to the restaurant owner and the delivery person. For example, the fee is calculated after delivery is completed and the revenue is automatically distributed to each party.

[0639] Operation explanation

[0640] 1. The user accesses the app, registers in the system, and logs in.

[0641] 2. Restaurant owners register their restaurant information in the system.

[0642] 3. The user requests a delivery plan by specifying the cuisine type, budget, and delivery area.

[0643] 4. The server uses the generative AI model to generate an optimal delivery plan and provide it to the user.

[0644] 5. Delivery personnel are tracked in real time and users are notified of delivery progress.

[0645] 6. After the delivery is completed, the server calculates the revenue and distributes it to the restaurant owner and the delivery person.

[0646] As described above, the present invention is applicable not only to tours for individual travelers but also to food delivery services, and is expected to be used in a variety of scenarios.

[0647] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[0648] Step 1:

[0649] User registration and login process

[0650] Input: The user enters their name, email address, and password on the device.

[0651] How it works: The server receives the user's input, stores it in a database, and authenticates them.

[0652] Data processing: Verify that the entered information is in the correct format and save it if there are no problems.

[0653] Output: If registration is successful, the message "Registration successful" is displayed on the user's terminal. When logging in, if authentication is successful, the message "Login successful" is returned.

[0654] Step 2:

[0655] Restaurant information registration process

[0656] Input: The restaurant owner inputs the address, menu, business hours, etc. into the terminal.

[0657] How it works: The server receives the information entered and stores it in a database.

[0658] Data processing: Verify that the input information is in the correct format and save it if there are no problems.

[0659] Output: If the registration is successful, the message "Restaurant information registration successful" will be displayed on the owner terminal.

[0660] Step 3:

[0661] Delivery plan generation process

[0662] Input: The user inputs the cuisine type, budget, and delivery area from the device. These conditions are sent as prompts to the generative AI model.

[0663] How it works: The server invokes a generative AI model (e.g., GPT-3) to generate an optimal plan based on the user's criteria.

[0664] Data processing: Generate prompts and send them to the generative AI model. Analyze the generated plans and make the optimal selection.

[0665] Output: The optimal food delivery plan is generated and displayed on the user's device.

[0666] Step 4:

[0667] Real-time tracking and guidance

[0668] Input: Obtain the delivery person's location via GPS.

[0669] How it works: The server receives real-time location information from the delivery person and sends that information to the user's device.

[0670] Data processing: Location information is periodically acquired, processed on the server, and notified to the user.

[0671] Output: The delivery progress is displayed in real time on the user's device.

[0672] Step 5:

[0673] Revenue calculation and distribution processing

[0674] Input: Enter the post-delivery fee information, restaurant owner and delivery person information.

[0675] How it works: The server calculates the revenue and distributes it appropriately between the restaurant owner and the delivery person.

[0676] Data processing: Calculate delivery fees and distribute revenue proportionally.

[0677] Output: If revenue sharing is successful, notify relevant parties with a "Revenue sharing successful" message.

[0678] These are the specific processing steps of the present invention, which allow users to enjoy a personalized dining experience while the entire system operates efficiently.

[0679] 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.

[0680] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. It is particularly characterized by its ability to recognize user emotions and dynamically adjust tour plans based on them. The invention's components include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing details of the next destination, an emotion engine, and a means for calculating tour fees and distributing revenue after the tour ends.

[0681] User Registration and Login

[0682] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0683] Registering information on vacant houses

[0684] Next, the owner of the vacant house enters the information of the vacant house (location, photos, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[0685] Tour Generation

[0686] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generation AI also takes into account the user's emotional information to generate a customized tour plan. The generated tour plan is then provided to the user via the server.

[0687] Running a real-time tour

[0688] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine that recognizes the user's emotions analyzes the user's facial expressions and tone of voice and sends emotional information to the server. Based on the received location and emotion information, the server calculates detailed information about the next destination and tourist spot and sends it to the user's device. The user then follows the guide and enjoys a travel experience that is adjusted in real time according to their emotions.

[0689] Revenue sharing

[0690] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0691] Specific examples

[0692] For example, Traveler B uses this system in search of a new travel experience. He / she registers with the system using a device, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on B's request and provides it to B's device. The emotion engine also analyzes B's facial expressions and voice tone in real time, and sends B's emotional information to the server.

[0693] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location and emotional information to the server, which then provides detailed information on the next destination and tourist spots in real time. Based on the emotional information, if Person B is enjoying themselves, the tour continues as planned, but if Person B is bored, the sightseeing plan is dynamically adjusted. After the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0694] This system will enable the effective use of vacant houses and provide individual travelers with a customized travel experience that responds to the user's emotions.

[0695] The processing flow will be explained below.

[0696] Step 1:

[0697] User Registration and Login

[0698] Device: The user enters the required information, such as name, email address, and password.

[0699] Terminal: Sends the entered information to the server.

[0700] Server: Validates the received information and stores it in a database.

[0701] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[0702] Step 2:

[0703] Registering information on vacant houses

[0704] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[0705] Terminal: Sends the entered data to the server.

[0706] Server: Validates the input information for completeness and stores it in the database.

[0707] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[0708] Step 3:

[0709] Tour Generation

[0710] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[0711] Terminal: Sends the entered information to the server.

[0712] Server: Receives user input information and sends it to the generative AI engine.

[0713] Generative AI: Automatically generates the optimal tour plan based on the input information.

[0714] Generation AI: Returns the generated tour plan to the server.

[0715] Server: Stores tour plans in a database and provides them to users.

[0716] Step 4:

[0717] Running a real-time tour

[0718] User: The user launches the app at the designated tour start time and presses the tour start button.

[0719] Terminal: Sends a tour start request to the server.

[0720] Device: Periodically obtains the user's location information and sends it to the server.

[0721] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[0722] Terminal: Receives detailed information about the next destination from the server and displays it to the user.

[0723] Terminal: The emotion engine analyzes the user's facial expressions and voice tone, and sends the emotional information to the server.

[0724] Server: Dynamically adjust tour plans based on emotional information.

[0725] Step 5:

[0726] Revenue sharing

[0727] Server: After the tour is over, calculate the total tour price and its breakdown.

[0728] Server: Calculates the payment amount to the vacant property owner.

[0729] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[0730] Server: Sends a payment completion notification to the user and the vacant property owner.

[0731] Example 2

[0732] 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."

[0733] The increase in vacant houses is a serious problem for local communities, and effective utilization of these properties is required. Individual travelers also desire customized travel experiences, but existing tour services are unable to adequately meet these needs. Furthermore, it is difficult to recognize emotions in real time during the trip and adjust the plan accordingly, which leads to lower traveler satisfaction. Another issue is the fair distribution of revenue after the tour ends.

[0734] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for registering information about vacant houses, a means for generating a customized travel plan using artificial intelligence, and a means for receiving user location information and emotion information in real time. This enables effective use of vacant houses and the provision of customized travel plans to individual travelers. It also enables dynamic adjustment of plans based on real-time location information and emotion information, improving traveler satisfaction. Furthermore, fair distribution of profits after the tour ends is also realized.

[0735] An "empty house" is a house that has no tenants and is a form of underutilized real estate.

[0736] The "means for registering information" is a system component that has the function of storing details about vacant houses, such as location, photos, description, and price, in a database.

[0737] The "generative artificial intelligence means" is an artificial intelligence technology for automatically generating optimal travel plans based on user requests and emotional information.

[0738] "Location information" is information indicating the user's current location, and is obtained using a GPS function or the like.

[0739] "Emotion information" is data that indicates the emotional state of the user, obtained by analyzing the user's facial expression, tone of voice, and the like.

[0740] The "means for providing detailed information about the next destination" is a system component that has the function of sending the next tourist destination to be visited and its detailed information to the user's terminal based on the user's location information and emotional information.

[0741] The "means for calculating tour fees and distributing revenue" is a system component that has the function of calculating the fee after the tour ends and distributing the revenue obtained fairly to the parties involved (e.g., vacant house owners).

[0742] A "trip request" is request information for specifying the trip details (eg, starting point, sightseeing theme, budget) desired by the user.

[0743] The present invention provides a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. This system is realized using specific hardware and software. Specific embodiments of the system are described below.

[0744] First, a user uses a device such as a smartphone or tablet to access the system. The user registers or logs in to begin accessing the system. The information the user enters into the device (name, email address, password, etc.) is sent to the server, verified, and then stored in a database. This database uses an RDBMS (relational database management system) such as MySQL or PostgreSQL.

[0745] Next, the owner of the vacant house uses the terminal to input information about the vacant house (location, photos, description, price, etc.). This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner receives a confirmation notice.

[0746] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generative AI automatically generates the optimal tour plan. The generative AI uses a generative AI model such as OpenAI's GPT (Generative Pre-trained Transformer) to generate a customized tour plan that takes into account the user's requests and emotional information. The generated tour plan is then provided to the user via the server.

[0747] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine (e.g., Microsoft Azure Face API or Amazon Rekognition) analyzes the user's facial expressions and voice tone and sends emotional information to the server. The server calculates detailed information about the next stop and tourist attractions based on the received location and emotional information and sends it to the user's device. This allows the user to enjoy a travel experience that is adjusted in real time according to their emotions.

[0748] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0749] Specific examples

[0750] For example, if Traveler B uses this system in search of a new travel experience, the following will happen:

[0751] Person B registers with the system using his smartphone and logs in by entering his email address and password. Person B sets the starting point of his trip as "Tokyo," inputs "historical sights" as the sightseeing theme, and inputs "10,000 yen" as his budget, and makes a tour request. The generation AI generates an optimal tour plan based on these prompts and provides it to Person B's device. The emotion engine also analyzes Person B's facial expressions and voice tone in real time, and sends emotional information to the server.

[0752] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location information to the server in real time, and the server dynamically adjusts the next stops and tourist spots based on Person B's emotional information. For example, if Person B is enjoying themselves, the tour will proceed as planned, but if they are bored, the sightseeing plan will be changed.

[0753] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[0754] Examples of prompts for generative AI models

[0755] "Traveler A registered as a new user and requested a tour by entering the tourist theme "historical sights" and a budget of "10,000 yen." The generation AI creates an optimal tour plan based on A's request and provides it to A's device. The emotion engine analyzes A's facial expressions and voice tone in real time and sends that emotional information to the server."

[0756] In this way, it becomes possible to realize a dynamic travel plan that responds to the user's emotions.

[0757] The flow of the identification process in the second embodiment will be described with reference to FIG.

[0758] Step 1: User Registration and Login

[0759] Input: The user enters their name, email address, and password into the device.

[0760] Specific behavior:

[0761] The terminal transmits the input data to the server.

[0762] The server verifies the received data and stores the user's information in a database based on the verification result.

[0763] Output: The server returns a confirmation message to the terminal confirming registration or successful login.

[0764] Step 2: Register information about vacant houses

[0765] Input: The owner of the vacant property enters information such as location, photos, description, and price into the terminal.

[0766] Specific behavior:

[0767] The terminal transmits the entered vacant house information to the server.

[0768] The server stores the received data in a database.

[0769] Output: The server returns a notification to the terminal that the information has been successfully saved.

[0770] Step 3: Tour Request and Generation

[0771] Input: The user inputs the tour starting point, desired sightseeing theme, and budget into the terminal.

[0772] Specific behavior:

[0773] The terminal transmits the input data to the server.

[0774] The server sends prompts to a generative AI model (e.g., OpenAI GPT) based on the received request data.

[0775] Generative AI generates optimal tour plans based on prompts.

[0776] Output: The generated tour plan is provided to the user's terminal via the server.

[0777] Step 4: Start the tour and send your location

[0778] Input: The user starts a tour and the device acquires location information.

[0779] Specific behavior:

[0780] The device sends its current location information to the server in real time.

[0781] The server stores and updates the received location information.

[0782] Output: The location information is stored on the server and used to provide information about the next place to visit.

[0783] Step 5: Recognizing emotional information

[0784] Input: The device captures facial expressions and voice tones as the user tours.

[0785] Specific behavior:

[0786] An emotion engine (e.g., Microsoft Azure Face API) analyzes the user's facial expressions and voice tone.

[0787] The device sends the emotion information from the analysis results to the server.

[0788] Output: The emotion information is stored on the server and used to dynamically adjust the tour content.

[0789] Step 6: Provide details of your next destination

[0790] Input: The server receives the user's location and emotion information.

[0791] Specific behavior:

[0792] The server calculates detailed information about the next tourist spot to visit based on the received location and emotion information.

[0793] The server sends the calculation results to the user's terminal.

[0794] Output: Detailed information about the next place to visit or tourist spot will be displayed on the user's device.

[0795] Step 7: Revenue and Fee Distribution

[0796] Input: After the tour ends, the server retrieves all tour data (places visited, emotional information, duration, etc.).

[0797] Specific behavior:

[0798] The server calculates the tour price.

[0799] Based on the calculation results, the server distributes revenue to vacant house owners and other parties.

[0800] Output: The distribution results are reflected in the account of the relevant party (e.g., vacant house owner).

[0801] In this way, the entire process proceeds by collecting and analyzing data in real time based on user input to dynamically customize the travel experience.

[0802] (Application example 2)

[0803] 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."

[0804] Conventional travel guide systems face the problem of being difficult to customize based on individual travelers' preferences and emotions. They also struggle to dynamically adjust tour plans based on real-time feedback. This makes it difficult to provide travelers with a personalized travel experience that fully satisfies them. Furthermore, there is a lack of systems for effectively utilizing vacant properties and appropriately distributing the resulting revenue.

[0805] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[0806] In this invention, the server includes a means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, a means for receiving user location information in real time, an emotion engine for analyzing user emotion information, a means for dynamically adjusting tour plans based on user emotion, a content distribution means for providing travel guides and tourist spot information, and a means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to provide a personalized travel experience according to the user's preferences and emotions, and further realizes effective use of vacant houses and appropriate distribution of revenue.

[0807] "Means for registering information about vacant houses" refers to a mechanism for recording detailed information about vacant houses, such as their location, photos, descriptions, and fees, in a database within the system.

[0808] "Generative AI means" is a technology that uses artificial intelligence to automatically generate optimal tour plans based on input information.

[0809] "Means for receiving user location information in real time" refers to a device or software that uses technology such as GPS to instantly obtain the user's current location and transmit it to the system.

[0810] The "means for providing detailed information about the next destination" is a function that provides the user with detailed information about the next tourist spot or destination to visit based on the user's current location.

[0811] The "emotion engine" is a mechanism for analyzing a user's facial expressions and vocal tone to detect their emotional state.

[0812] "Means for dynamically adjusting tour plans" refers to technology that changes the content and order of tours in real time based on the user's emotional state and location information.

[0813] The "content delivery means" is a function that provides travel guides and tourist destination information as audio or video in order to enrich the user's sightseeing experience.

[0814] The "means for distributing revenue" is a mechanism for calculating the tour fee after the tour is completed and distributing the revenue appropriately to the parties involved.

[0815] The present invention relates to a system for effectively utilizing vacant houses and providing a personalized travel experience for travelers. The system includes a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, an emotion engine, a means for dynamically adjusting tour plans, a content distribution means, and a means for distributing revenue.

[0816] System configuration

[0817] 1. Registering vacant house information

[0818] The server receives information such as the location, photos, description, and price of the vacant house provided by the vacant house owner, and records this information in a database. This data is then used to generate tours.

[0819] 2. Tour Generation

[0820] When a user inputs a travel request, the generation AI means analyzes it and automatically generates the optimal tour plan, taking into account the user's preferences and budget. The generation AI means is a technology that uses artificial intelligence to process data and design the optimal tour route and sightseeing plan.

[0821] 3. Receiving real-time location information

[0822] When a user starts a tour, their current location is acquired in real time from their device using GPS and other devices and sent to the server, allowing the user's movements to be tracked in real time.

[0823] 4. Emotional Information Analysis

[0824] The server uses an emotion engine to analyze the user's emotional state based on the user's facial expressions and voice tone transmitted from the device. This emotional information is used to adjust the tour plan in real time.

[0825] 5. Dynamically adjust your plan

[0826] Based on the emotion information obtained from the emotion engine and real-time location information, the server dynamically adjusts the tour plan. For example, if the user is bored, new tourist spots will be suggested, and if the user is excited, the planned activities will continue.

[0827] 6. Content Delivery

[0828] Based on the user's current interests and emotions, travel guides and tourist information are provided as audio guides and videos, enriching the user's travel experience.

[0829] 7. Revenue Sharing

[0830] Once the tour is over, the server calculates the tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution method also benefits the vacant house owner.

[0831] Specific examples

[0832] For example, suppose traveler A inputs a request saying, "I want to see historical places." The generative AI means creates an optimal tour plan based on this request and provides it to A. After the tour begins, the emotion engine analyzes A's facial expressions and voice tone to detect whether A is enjoying himself or herself. If A is bored, the server suggests a more interesting place as the next tourist spot. An example of a specific prompt sentence is, "Traveller A wants to explore historical places. He is currently feeling excited. What tourist spot should we introduce next?" This allows A to enjoy a satisfying and customized travel experience, while also making effective use of vacant houses and properly allocating revenue.

[0833] As described above, the present invention is a system that utilizes real-time location information and emotional information of users to provide personalized travel guides, realizes effective utilization of vacant houses, and appropriately distributes revenue.

[0834] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[0835] Step 1:

[0836] Registering vacant house information

[0837] The owner of a vacant house enters detailed information such as the location, photos, description, and price of the house on the terminal. The entered data is sent to the server and recorded in the database. This prepares the basic data necessary for generating tours.

[0838] Input: Location of vacant house, photo, description, price, etc.

[0839] Output: Vacant house information recorded in the database

[0840] Step 2:

[0841] User Registration and Login

[0842] A user registers or logs into the system using a terminal. They enter the required information (name, email address, password) and the information is sent to the server. The server validates the data and stores it in the database.

[0843] Input: Name, email address, password, etc.

[0844] Output: Authenticated user information

[0845] Step 3:

[0846] Enter your tour request

[0847] When planning a trip, users input the tour starting point, desired sightseeing theme, budget, etc. from their device. This information is sent to the server, and the generative AI model creates the optimal tour plan.

[0848] Input: Tour starting point, desired sightseeing theme, budget, etc.

[0849] Output: Generated tour plan

[0850] Step 4:

[0851] Tour plan provision

[0852] The customized tour plan created by the generative AI model is provided to the user via the server, who then checks the tour plan on their device and prepares for their trip.

[0853] Input: Generated tour plan

[0854] Output: Tour plan provided to the user device

[0855] Step 5:

[0856] Starting a tour and getting location information

[0857] When a user starts a tour, the device uses GPS to obtain the user's current location in real time and transmits that information to the server, thereby determining the user's exact location.

[0858] Input: Real-time location of the user

[0859] Output: Location information sent to the server

[0860] Step 6:

[0861] Acquisition and analysis of emotional information

[0862] The user's device uses a camera and microphone to capture the user's facial expressions and voice tone, and sends that information to the emotion engine, which analyzes the data and detects the user's emotional state (e.g., happy, bored, etc.).

[0863] Input: User's facial expressions, voice tone

[0864] Output: Parsed emotion information

[0865] Step 7:

[0866] Dynamically adjust tour plans

[0867] The server dynamically adjusts the tour plan based on the acquired location and emotion information, such as suggesting new tourist spots if the user is bored.

[0868] Input: location information, emotion information

[0869] Output: Adjusted tour plan

[0870] Step 8:

[0871] Content distribution

[0872] The server provides users with travel guides and tourist information in the form of audio guides and videos in line with the tailored tour plan, thereby providing a fulfilling travel experience for users.

[0873] Input: Adjusted tour plan

[0874] Output: Guide and tourist information delivered to the user

[0875] Step 9:

[0876] Revenue calculation and distribution

[0877] After the tour ends, the server calculates the total tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution allows the related parties to earn profits.

[0878] Input: Tour price, vacant house information, related party information

[0879] Output: Revenue distribution results

[0880] 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.

[0881] 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.

[0882] 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.

[0883] [Third embodiment]

[0884] FIG. 5 shows an example of the configuration of a data processing system 310 according to the third embodiment.

[0885] 5, the data processing system 310 includes the data processing device 12 and a headset terminal 314. An example of the data processing device 12 is a server.

[0886] 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).

[0887] 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.

[0888] 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.

[0889] 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).

[0890] 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.

[0891] 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.

[0892] 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.

[0893] 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.

[0894] 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.

[0895] 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."

[0896] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. The components of the invention include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, and a means for calculating tour fees and distributing revenue after the tour ends.

[0897] User Registration and Login

[0898] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0899] Registering information on vacant houses

[0900] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[0901] Tour Generation

[0902] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on that.

[0903] Running a real-time tour

[0904] After the tour begins, the device acquires the user's location information in real time and sends it to the server. The server then calculates the next destination and tourist attraction details based on the location information and sends them to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[0905] Revenue sharing

[0906] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0907] Specific examples

[0908] For example, Traveler A uses this system in search of a new travel experience. He / she registers with the system using a terminal, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on A's request and provides it to A's terminal.

[0909] On the day of the tour, Person A begins the tour using his / her smartphone. The device sends Person A's location information to the server, which then provides detailed information on the next destination and tourist spots in real time. Person A enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0910] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[0911] The processing flow will be explained below.

[0912] Step 1:

[0913] User Registration and Login

[0914] Device: The user enters the required information, such as name, email address, and password.

[0915] Terminal: Sends the entered information to the server.

[0916] Server: Validates the received information and stores it in a database.

[0917] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[0918] Step 2:

[0919] Registering information on vacant houses

[0920] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[0921] Terminal: Sends the entered data to the server.

[0922] Server: Validates the input information for completeness and stores it in the database.

[0923] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[0924] Step 3:

[0925] Tour Generation

[0926] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[0927] Terminal: Sends the entered information to the server.

[0928] Server: Receives user input information and sends it to the generative AI engine.

[0929] Generative AI: Automatically generates the optimal tour plan based on the input information.

[0930] Generation AI: Returns the generated tour plan to the server.

[0931] Server: Stores tour plans in a database and provides them to users.

[0932] Step 4:

[0933] Running a real-time tour

[0934] User: The user launches the app at the designated tour start time and presses the tour start button.

[0935] Terminal: Sends a tour start request to the server.

[0936] Device: Periodically obtains the user's location information and sends it to the server.

[0937] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[0938] Server: Sends details of the next destination to the user's device.

[0939] Terminal: Displays the received information to the user and guides them through a real-time tour.

[0940] Step 5:

[0941] Revenue sharing

[0942] Server: After the tour is over, calculate the total tour price and its breakdown.

[0943] Server: Calculates the payment amount to the vacant property owner.

[0944] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[0945] Server: Sends a payment completion notification to the user and the vacant property owner.

[0946] Example 1

[0947] 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."

[0948] In modern society, the increase in vacant houses and responding to the diverse needs of individual travelers are major issues. Vacant houses have a negative impact on local communities when left unattended without proper management, and individual travelers face challenges in finding travel experiences that suit their preferences and budget. In these circumstances, there is a need for a system that can simultaneously make effective use of vacant houses and provide customized travel experiences for individual travelers.

[0949] 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.

[0950] In this invention, the server includes means for accepting and saving user registration information, means for registering and saving information about vacant houses, generation AI means for generating tours based on the registered vacant houses, means for receiving and saving user location information in real time, means for providing detailed information about the next destination based on the received location information, and means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to make effective use of vacant houses and provide a travel experience customized to the user's preferences.

[0951] "User registration information" refers to information such as name, email address, and password that is required when a user accesses the system.

[0952] "Information about vacant houses" refers to information about the characteristics and terms of use of the vacant house, such as its address, photos, description, and price.

[0953] The "generative AI means" is an artificial intelligence means that automatically generates an appropriate tour plan based on a user's request.

[0954] "Location information" refers to real-time location data obtained when a user moves, such as through GPS.

[0955] "Detailed information about the next destination" is information that includes an explanation or guide of the next tourist spot or facility that the user will visit.

[0956] "Tour fee" is the total amount paid by the user for the tour they actually experienced.

[0957] "Revenue sharing" is the process of appropriately distributing a portion of the tour fees to vacant property providers and other stakeholders.

[0958] The present invention relates to a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. Specific embodiments of this system will be described below.

[0959] First, in order for a user to access the system, they register or log in using a terminal. An input form is displayed on the terminal, and the user enters the required information such as name, email address, and password. This entered information is sent to the server, which verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[0960] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server, which stores it in its database. When the new vacant house information is successfully saved, the server sends a confirmation notice to the owner.

[0961] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, which then passes it on to the generation AI. The generation AI automatically generates the optimal tour plan based on this request information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on it.

[0962] When the tour begins, the user's device acquires location information in real time and sends it to the server. The server calculates detailed information about the next destination and tourist spot based on the received location information and sends it to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[0963] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[0964] For example, if a traveler uses this system in search of a new travel experience, they register with the system using their device, log in, and then make a tour request by entering their sightseeing theme and budget. The generation AI generates an optimal tour plan based on the traveler's request and provides it to the traveler's device. On the day of the tour, the traveler starts the tour using their smartphone. The device sends the traveler's location information to the server, and the server provides detailed information on the next destination and tourist attractions in real time. The traveler enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[0965] An example of a prompt for the generative AI model is, "Please generate the optimal tour plan based on the traveler's desired sightseeing theme and budget. The tour starting point is Shinjuku, Tokyo, and I would like a travel plan with a budget of less than 100,000 yen."

[0966] This system makes it possible to make effective use of vacant houses and provide a customized travel experience tailored to the user's preferences.

[0967] The flow of the identification process in the first embodiment will be described with reference to FIG.

[0968] Step 1:

[0969] New user registration

[0970] The user accesses the system using a terminal and opens the new registration screen.

[0971] Input: Enter the required information such as the user's name, email address, and password.

[0972] The terminal transmits the input information to the server.

[0973] The server verifies the received registration information and stores it in a database if there are no errors.

[0974] Output: Sends a registration completion notification to the terminal.

[0975] Specific operation: The user receives a message on the device indicating that registration is complete.

[0976] Step 2:

[0977] User Login

[0978] The user opens the login screen on the terminal.

[0979] Input: Enter your registered email address and password.

[0980] The terminal transmits the entered login information to the server.

[0981] The server retrieves the relevant user information from the database and collates it.

[0982] If the authentication is successful, the server sends a login success message to the terminal.

[0983] Output: The user is able to log into the system.

[0984] Specific behavior: A login success message will be displayed on the user's screen.

[0985] Step 3:

[0986] Registering vacant house information

[0987] The owner of the vacant house opens the vacant house information registration screen on their device.

[0988] Input: Enter details about the vacant house, such as address, photo, description, and price.

[0989] The terminal transmits the input information to the server.

[0990] The server verifies the received vacant house information and stores it in a database.

[0991] Output: Send a notification to the owner of the vacant property that registration was successful.

[0992] Specific operation: The owner of the vacant house receives a confirmation notification on their device.

[0993] Step 4:

[0994] Enter your tour request

[0995] The user opens a tour request input screen on the terminal.

[0996] Input: Enter information such as tour starting point, desired sightseeing theme, budget, etc.

[0997] The terminal transmits this information to the server.

[0998] Specific operation: The user receives a notification that the requested information has been sent.

[0999] Step 5:

[1000] Tour plan generation

[1001] The server passes the received tour request information to the generation AI.

[1002] Input: User's tour request information.

[1003] The generation AI automatically generates the optimal tour plan based on the request information.

[1004] Output: The generated tour plan is returned to the server.

[1005] Specific operation: The server sends the generated tour plan to the terminal and provides it to the user.

[1006] Step 6:

[1007] Start a real-time tour

[1008] The user starts the tour and the terminal acquires the user's location information in real time.

[1009] Input: The user's current location.

[1010] The terminal transmits the acquired location information to the server.

[1011] Specific Actions: The user receives real-time tour guidance.

[1012] Step 7:

[1013] Next stop information

[1014] The server calculates detailed information about the next place to visit and tourist spots based on the received location information.

[1015] Input: The user's real-time location.

[1016] The server transmits the calculated visiting place information to the terminal.

[1017] Output: Next stop details.

[1018] Specific operation: The user can follow the instructions to move around and enjoy the tourist spots.

[1019] Step 8:

[1020] Tour pricing calculation and revenue sharing

[1021] After the tour is completed, the server calculates the tour fee.

[1022] Input: Information after the tour is over.

[1023] The server performs the process of distributing the profits based on the calculation results.

[1024] Output: Transfer procedure for vacant house owner.

[1025] Specific operation: The owner of the vacant house receives a transfer notification on their terminal.

[1026] In this way, the system provides a valuable service to both users and vacant home owners.

[1027] (Application example 1)

[1028] 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."

[1029] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. However, as a specific application, there is also the issue of providing individual dining experiences to users in food delivery and distributing revenue efficiently. For this reason, there is a need for a system that automatically generates delivery plans according to the user's desired cuisine genre and budget, and tracks and guides the delivery progress in real time.

[1030] 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.

[1031] In this invention, the server includes means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, means for receiving user location information in real time, means for providing detailed information about the next destination based on the received location information, means for calculating the tour fee after the tour ends and distributing the profits, means for inputting the user's desired food and drink genres and budget, means for generating an optimal food delivery plan based on the user's input using a generation AI model, and means for providing real-time information on the progress of delivery. This allows individual travelers to enjoy customized travel and food delivery experiences, and the real-time information provided makes for an even more fulfilling experience.

[1032] A vacant house is a house that has been unoccupied for a certain period of time.

[1033] "Means for registering information" refers to a mechanism by which users or owners input various information via a terminal and store it in a database.

[1034] "Generative AI means" refers to artificial intelligence that analyzes input information and automatically generates optimal tour plans and food delivery plans based on that information.

[1035] "Means for receiving user location information in real time" refers to a mechanism that continuously acquires coordinate data of the user's location and transmits it to a server.

[1036] The "means for providing detailed information" refers to a mechanism that provides the user with information about the next place to visit and the contents of services via communication based on the received location information and user input.

[1037] "Means for calculating tour fees and distributing revenue" means a mechanism for calculating fees after the tour or delivery is provided and distributing revenue to the relevant owners and delivery personnel in appropriate proportions.

[1038] A "cuisine genre" refers to a specific type of cuisine, such as Italian, Chinese, or Japanese.

[1039] A "means for inputting a budget" is a mechanism by which a user inputs into the system the amount of money they are willing to spend.

[1040] A "food delivery plan" is a plan that determines which stores will deliver the most suitable food and drink based on the user's wishes and conditions, and how.

[1041] "Means for providing real-time information on delivery progress" refers to a mechanism that tracks the location of the delivery person and the progress of the delivery in real time and notifies the user.

[1042] Although the present invention relates to a system that effectively utilizes vacant houses and provides individual travelers with a customized travel experience, the same technology can also be applied to food delivery services as an example of its application. A detailed embodiment for this purpose is described below.

[1043] System Overview

[1044] The system consists of the following main modules:

[1045] 1. User Registration and Login Module

[1046] Hardware: Smartphones, servers

[1047] Software: Web application (e.g., Flask), database (e.g., SQLite)

[1048] Processing: The user registers their name, email address, and password, which are then saved and authenticated by the server. For example, the user enters the required information the first time they access the site, and sends it to the server to complete registration.

[1049] 2. Restaurant information registration module

[1050] Hardware: Smartphones, servers

[1051] Software: Web application (e.g., Flask), database (e.g., SQLite)

[1052] What it does: The restaurant owner enters information such as address, menu, and opening hours, and the server stores it. For example, the restaurant owner enters the information through the app, which is then stored on the server and a confirmation notification is returned.

[1053] 3. Delivery plan generation module

[1054] Hardware: Server

[1055] Software: Generative AI models (e.g., GPT-3, BERT), web applications (e.g., Flask)

[1056] Processing details: The user inputs their desired cuisine, budget, and delivery area, and the AI ​​generates the optimal food delivery plan. For example, if a user requests Italian cuisine and specifies their budget and delivery area, the AI ​​will automatically select the appropriate restaurant and menu.

[1057] Example prompt sentence:

[1058] User ID: 1234

[1059] Preferred cuisine: Italian

[1060] Budget: 3,000 yen

[1061] Delivery area: Tokyo

[1062] What to do next: Generate a tailored delivery plan and view restaurant information and menus.

[1063] 4. Real-time tracking module

[1064] Hardware: GPS-equipped smartphone, server

[1065] Software: Real-time location API, web application (Flask, etc.)

[1066] Processing details: The server obtains the delivery person's location information in real time and notifies the user. For example, the delivery progress is displayed in real time on the user's smartphone.

[1067] 5. Revenue Calculation and Distribution Module

[1068] Hardware: Server

[1069] Software: Web application (e.g., Flask), database (e.g., SQLite)

[1070] Processing: The server calculates the revenue after delivery and distributes it to the restaurant owner and the delivery person. For example, the fee is calculated after delivery is completed and the revenue is automatically distributed to each party.

[1071] Operation explanation

[1072] 1. The user accesses the app, registers in the system, and logs in.

[1073] 2. Restaurant owners register their restaurant information in the system.

[1074] 3. The user requests a delivery plan by specifying the cuisine type, budget, and delivery area.

[1075] 4. The server uses the generative AI model to generate an optimal delivery plan and provide it to the user.

[1076] 5. Delivery personnel are tracked in real time and users are notified of delivery progress.

[1077] 6. After the delivery is completed, the server calculates the revenue and distributes it to the restaurant owner and the delivery person.

[1078] As described above, the present invention is applicable not only to tours for individual travelers but also to food delivery services, and is expected to be used in a variety of scenarios.

[1079] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1080] Step 1:

[1081] User registration and login process

[1082] Input: The user enters their name, email address, and password on the device.

[1083] How it works: The server receives the user's input, stores it in a database, and authenticates them.

[1084] Data processing: Verify that the entered information is in the correct format and save it if there are no problems.

[1085] Output: If registration is successful, the message "Registration successful" is displayed on the user's terminal. When logging in, if authentication is successful, the message "Login successful" is returned.

[1086] Step 2:

[1087] Restaurant information registration process

[1088] Input: The restaurant owner inputs the address, menu, business hours, etc. into the terminal.

[1089] How it works: The server receives the information entered and stores it in a database.

[1090] Data processing: Verify that the input information is in the correct format and save it if there are no problems.

[1091] Output: If the registration is successful, the message "Restaurant information registration successful" will be displayed on the owner terminal.

[1092] Step 3:

[1093] Delivery plan generation process

[1094] Input: The user inputs the cuisine type, budget, and delivery area from the device. These conditions are sent as prompts to the generative AI model.

[1095] How it works: The server invokes a generative AI model (e.g., GPT-3) to generate an optimal plan based on the user's criteria.

[1096] Data processing: Generate prompts and send them to the generative AI model. Analyze the generated plans and make the optimal selection.

[1097] Output: The optimal food delivery plan is generated and displayed on the user's device.

[1098] Step 4:

[1099] Real-time tracking and guidance

[1100] Input: Obtain the delivery person's location via GPS.

[1101] How it works: The server receives real-time location information from the delivery person and sends that information to the user's device.

[1102] Data processing: Location information is periodically acquired, processed on the server, and notified to the user.

[1103] Output: The delivery progress is displayed in real time on the user's device.

[1104] Step 5:

[1105] Revenue calculation and distribution processing

[1106] Input: Enter the post-delivery fee information, restaurant owner and delivery person information.

[1107] How it works: The server calculates the revenue and distributes it appropriately between the restaurant owner and the delivery person.

[1108] Data processing: Calculate delivery fees and distribute revenue proportionally.

[1109] Output: If revenue sharing is successful, notify relevant parties with a "Revenue sharing successful" message.

[1110] These are the specific processing steps of the present invention, which allow users to enjoy a personalized dining experience while the entire system operates efficiently.

[1111] 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.

[1112] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. It is particularly characterized by its ability to recognize user emotions and dynamically adjust tour plans based on them. The invention's components include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing details of the next destination, an emotion engine, and a means for calculating tour fees and distributing revenue after the tour ends.

[1113] User Registration and Login

[1114] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[1115] Registering information on vacant houses

[1116] Next, the owner of the vacant house enters the information of the vacant house (location, photos, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[1117] Tour Generation

[1118] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generation AI also takes into account the user's emotional information to generate a customized tour plan. The generated tour plan is then provided to the user via the server.

[1119] Running a real-time tour

[1120] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine that recognizes the user's emotions analyzes the user's facial expressions and tone of voice and sends emotional information to the server. Based on the received location and emotion information, the server calculates detailed information about the next destination and tourist spot and sends it to the user's device. The user then follows the guide and enjoys a travel experience that is adjusted in real time according to their emotions.

[1121] Revenue sharing

[1122] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[1123] Specific examples

[1124] For example, Traveler B uses this system in search of a new travel experience. He / she registers with the system using a device, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on B's request and provides it to B's device. The emotion engine also analyzes B's facial expressions and voice tone in real time, and sends B's emotional information to the server.

[1125] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location and emotional information to the server, which then provides detailed information on the next destination and tourist spots in real time. Based on the emotional information, if Person B is enjoying themselves, the tour continues as planned, but if Person B is bored, the sightseeing plan is dynamically adjusted. After the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[1126] This system will enable the effective use of vacant houses and provide individual travelers with a customized travel experience that responds to the user's emotions.

[1127] The processing flow will be explained below.

[1128] Step 1:

[1129] User Registration and Login

[1130] Device: The user enters the required information, such as name, email address, and password.

[1131] Terminal: Sends the entered information to the server.

[1132] Server: Validates the received information and stores it in a database.

[1133] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[1134] Step 2:

[1135] Registering information on vacant houses

[1136] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[1137] Terminal: Sends the entered data to the server.

[1138] Server: Validates the input information for completeness and stores it in the database.

[1139] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[1140] Step 3:

[1141] Tour Generation

[1142] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[1143] Terminal: Sends the entered information to the server.

[1144] Server: Receives user input information and sends it to the generative AI engine.

[1145] Generative AI: Automatically generates the optimal tour plan based on the input information.

[1146] Generation AI: Returns the generated tour plan to the server.

[1147] Server: Stores tour plans in a database and provides them to users.

[1148] Step 4:

[1149] Running a real-time tour

[1150] User: The user launches the app at the designated tour start time and presses the tour start button.

[1151] Terminal: Sends a tour start request to the server.

[1152] Device: Periodically obtains the user's location information and sends it to the server.

[1153] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[1154] Terminal: Receives detailed information about the next destination from the server and displays it to the user.

[1155] Terminal: The emotion engine analyzes the user's facial expressions and voice tone, and sends the emotional information to the server.

[1156] Server: Dynamically adjust tour plans based on emotional information.

[1157] Step 5:

[1158] Revenue sharing

[1159] Server: After the tour is over, calculate the total tour price and its breakdown.

[1160] Server: Calculates the payment amount to the vacant property owner.

[1161] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[1162] Server: Sends a payment completion notification to the user and the vacant property owner.

[1163] Example 2

[1164] 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."

[1165] The increase in vacant houses is a serious problem for local communities, and effective utilization of these properties is required. Individual travelers also desire customized travel experiences, but existing tour services are unable to adequately meet these needs. Furthermore, it is difficult to recognize emotions in real time during the trip and adjust the plan accordingly, which leads to lower traveler satisfaction. Another issue is the fair distribution of revenue after the tour ends.

[1166] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for registering information about vacant houses, a means for generating a customized travel plan using artificial intelligence, and a means for receiving user location information and emotion information in real time. This enables effective use of vacant houses and the provision of customized travel plans to individual travelers. It also enables dynamic adjustment of plans based on real-time location information and emotion information, improving traveler satisfaction. Furthermore, fair distribution of profits after the tour ends is also realized.

[1167] An "empty house" is a house that has no tenants and is a form of underutilized real estate.

[1168] The "means for registering information" is a system component that has the function of storing details about vacant houses, such as location, photos, description, and price, in a database.

[1169] The "generative artificial intelligence means" is an artificial intelligence technology for automatically generating optimal travel plans based on user requests and emotional information.

[1170] "Location information" is information indicating the user's current location, and is obtained using a GPS function or the like.

[1171] "Emotion information" is data that indicates the emotional state of the user, obtained by analyzing the user's facial expression, tone of voice, and the like.

[1172] The "means for providing detailed information about the next destination" is a system component that has the function of sending the next tourist destination to be visited and its detailed information to the user's terminal based on the user's location information and emotional information.

[1173] The "means for calculating tour fees and distributing revenue" is a system component that has the function of calculating the fee after the tour ends and distributing the revenue obtained fairly to the parties involved (e.g., vacant house owners).

[1174] A "trip request" is request information for specifying the trip details (eg, starting point, sightseeing theme, budget) desired by the user.

[1175] The present invention provides a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. This system is realized using specific hardware and software. Specific embodiments of the system are described below.

[1176] First, a user uses a device such as a smartphone or tablet to access the system. The user registers or logs in to begin accessing the system. The information the user enters into the device (name, email address, password, etc.) is sent to the server, verified, and then stored in a database. This database uses an RDBMS (relational database management system) such as MySQL or PostgreSQL.

[1177] Next, the owner of the vacant house uses the terminal to input information about the vacant house (location, photos, description, price, etc.). This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner receives a confirmation notice.

[1178] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generative AI automatically generates the optimal tour plan. The generative AI uses a generative AI model such as OpenAI's GPT (Generative Pre-trained Transformer) to generate a customized tour plan that takes into account the user's requests and emotional information. The generated tour plan is then provided to the user via the server.

[1179] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine (e.g., Microsoft Azure Face API or Amazon Rekognition) analyzes the user's facial expressions and voice tone and sends emotional information to the server. The server calculates detailed information about the next stop and tourist attractions based on the received location and emotional information and sends it to the user's device. This allows the user to enjoy a travel experience that is adjusted in real time according to their emotions.

[1180] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[1181] Specific examples

[1182] For example, if Traveler B uses this system in search of a new travel experience, the following will happen:

[1183] Person B registers with the system using his smartphone and logs in by entering his email address and password. Person B sets the starting point of his trip as "Tokyo," inputs "historical sights" as the sightseeing theme, and inputs "10,000 yen" as his budget, and makes a tour request. The generation AI generates an optimal tour plan based on these prompts and provides it to Person B's device. The emotion engine also analyzes Person B's facial expressions and voice tone in real time, and sends emotional information to the server.

[1184] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location information to the server in real time, and the server dynamically adjusts the next stops and tourist spots based on Person B's emotional information. For example, if Person B is enjoying themselves, the tour will proceed as planned, but if they are bored, the sightseeing plan will be changed.

[1185] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[1186] Examples of prompts for generative AI models

[1187] "Traveler A registered as a new user and requested a tour by entering the tourist theme "historical sights" and a budget of "10,000 yen." The generation AI creates an optimal tour plan based on A's request and provides it to A's device. The emotion engine analyzes A's facial expressions and voice tone in real time and sends that emotional information to the server."

[1188] In this way, it becomes possible to realize a dynamic travel plan that responds to the user's emotions.

[1189] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1190] Step 1: User Registration and Login

[1191] Input: The user enters their name, email address, and password into the device.

[1192] Specific behavior:

[1193] The terminal transmits the input data to the server.

[1194] The server verifies the received data and stores the user's information in a database based on the verification result.

[1195] Output: The server returns a confirmation message to the terminal confirming registration or successful login.

[1196] Step 2: Register information about vacant houses

[1197] Input: The owner of the vacant property enters information such as location, photos, description, and price into the terminal.

[1198] Specific behavior:

[1199] The terminal transmits the entered vacant house information to the server.

[1200] The server stores the received data in a database.

[1201] Output: The server returns a notification to the terminal that the information has been successfully saved.

[1202] Step 3: Tour Request and Generation

[1203] Input: The user inputs the tour starting point, desired sightseeing theme, and budget into the terminal.

[1204] Specific behavior:

[1205] The terminal transmits the input data to the server.

[1206] The server sends prompts to a generative AI model (e.g., OpenAI GPT) based on the received request data.

[1207] Generative AI generates optimal tour plans based on prompts.

[1208] Output: The generated tour plan is provided to the user's terminal via the server.

[1209] Step 4: Start the tour and send your location

[1210] Input: The user starts a tour and the device acquires location information.

[1211] Specific behavior:

[1212] The device sends its current location information to the server in real time.

[1213] The server stores and updates the received location information.

[1214] Output: The location information is stored on the server and used to provide information about the next place to visit.

[1215] Step 5: Recognizing emotional information

[1216] Input: The device captures facial expressions and voice tones as the user tours.

[1217] Specific behavior:

[1218] An emotion engine (e.g., Microsoft Azure Face API) analyzes the user's facial expressions and voice tone.

[1219] The device sends the emotion information from the analysis results to the server.

[1220] Output: The emotion information is stored on the server and used to dynamically adjust the tour content.

[1221] Step 6: Provide details of your next destination

[1222] Input: The server receives the user's location and emotion information.

[1223] Specific behavior:

[1224] The server calculates detailed information about the next tourist spot to visit based on the received location and emotion information.

[1225] The server sends the calculation results to the user's terminal.

[1226] Output: Detailed information about the next place to visit or tourist spot will be displayed on the user's device.

[1227] Step 7: Revenue and Fee Distribution

[1228] Input: After the tour ends, the server retrieves all tour data (places visited, emotional information, duration, etc.).

[1229] Specific behavior:

[1230] The server calculates the tour price.

[1231] Based on the calculation results, the server distributes revenue to vacant house owners and other parties.

[1232] Output: The distribution results are reflected in the account of the relevant party (e.g., vacant house owner).

[1233] In this way, the entire process proceeds by collecting and analyzing data in real time based on user input to dynamically customize the travel experience.

[1234] (Application example 2)

[1235] 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."

[1236] Conventional travel guide systems face the problem of being difficult to customize based on individual travelers' preferences and emotions. They also struggle to dynamically adjust tour plans based on real-time feedback. This makes it difficult to provide travelers with a personalized travel experience that fully satisfies them. Furthermore, there is a lack of systems for effectively utilizing vacant properties and appropriately distributing the resulting revenue.

[1237] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[1238] In this invention, the server includes a means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, a means for receiving user location information in real time, an emotion engine for analyzing user emotion information, a means for dynamically adjusting tour plans based on user emotion, a content distribution means for providing travel guides and tourist spot information, and a means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to provide a personalized travel experience according to the user's preferences and emotions, and further realizes effective use of vacant houses and appropriate distribution of revenue.

[1239] "Means for registering information about vacant houses" refers to a mechanism for recording detailed information about vacant houses, such as their location, photos, descriptions, and fees, in a database within the system.

[1240] "Generative AI means" is a technology that uses artificial intelligence to automatically generate optimal tour plans based on input information.

[1241] "Means for receiving user location information in real time" refers to a device or software that uses technology such as GPS to instantly obtain the user's current location and transmit it to the system.

[1242] The "means for providing detailed information about the next destination" is a function that provides the user with detailed information about the next tourist spot or destination to visit based on the user's current location.

[1243] The "emotion engine" is a mechanism for analyzing a user's facial expressions and vocal tone to detect their emotional state.

[1244] "Means for dynamically adjusting tour plans" refers to technology that changes the content and order of tours in real time based on the user's emotional state and location information.

[1245] The "content delivery means" is a function that provides travel guides and tourist destination information as audio or video in order to enrich the user's sightseeing experience.

[1246] The "means for distributing revenue" is a mechanism for calculating the tour fee after the tour is completed and distributing the revenue appropriately to the parties involved.

[1247] The present invention relates to a system for effectively utilizing vacant houses and providing a personalized travel experience for travelers. The system includes a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, an emotion engine, a means for dynamically adjusting tour plans, a content distribution means, and a means for distributing revenue.

[1248] System configuration

[1249] 1. Registering vacant house information

[1250] The server receives information such as the location, photos, description, and price of the vacant house provided by the vacant house owner, and records this information in a database. This data is then used to generate tours.

[1251] 2. Tour Generation

[1252] When a user inputs a travel request, the generation AI means analyzes it and automatically generates the optimal tour plan, taking into account the user's preferences and budget. The generation AI means is a technology that uses artificial intelligence to process data and design the optimal tour route and sightseeing plan.

[1253] 3. Receiving real-time location information

[1254] When a user starts a tour, their current location is acquired in real time from their device using GPS and other devices and sent to the server, allowing the user's movements to be tracked in real time.

[1255] 4. Emotional Information Analysis

[1256] The server uses an emotion engine to analyze the user's emotional state based on the user's facial expressions and voice tone transmitted from the device. This emotional information is used to adjust the tour plan in real time.

[1257] 5. Dynamically adjust your plan

[1258] Based on the emotion information obtained from the emotion engine and real-time location information, the server dynamically adjusts the tour plan. For example, if the user is bored, new tourist spots will be suggested, and if the user is excited, the planned activities will continue.

[1259] 6. Content Delivery

[1260] Based on the user's current interests and emotions, travel guides and tourist information are provided as audio guides and videos, enriching the user's travel experience.

[1261] 7. Revenue Sharing

[1262] Once the tour is over, the server calculates the tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution method also benefits the vacant house owner.

[1263] Specific examples

[1264] For example, suppose traveler A inputs a request saying, "I want to see historical places." The generative AI means creates an optimal tour plan based on this request and provides it to A. After the tour begins, the emotion engine analyzes A's facial expressions and voice tone to detect whether A is enjoying himself or herself. If A is bored, the server suggests a more interesting place as the next tourist spot. An example of a specific prompt sentence is, "Traveller A wants to explore historical places. He is currently feeling excited. What tourist spot should we introduce next?" This allows A to enjoy a satisfying and customized travel experience, while also making effective use of vacant houses and properly allocating revenue.

[1265] As described above, the present invention is a system that utilizes real-time location information and emotional information of users to provide personalized travel guides, realizes effective utilization of vacant houses, and appropriately distributes revenue.

[1266] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1267] Step 1:

[1268] Registering vacant house information

[1269] The owner of a vacant house enters detailed information such as the location, photos, description, and price of the house on the terminal. The entered data is sent to the server and recorded in the database. This prepares the basic data necessary for generating tours.

[1270] Input: Location of vacant house, photo, description, price, etc.

[1271] Output: Vacant house information recorded in the database

[1272] Step 2:

[1273] User Registration and Login

[1274] A user registers or logs into the system using a terminal. They enter the required information (name, email address, password) and the information is sent to the server. The server validates the data and stores it in the database.

[1275] Input: Name, email address, password, etc.

[1276] Output: Authenticated user information

[1277] Step 3:

[1278] Enter your tour request

[1279] When planning a trip, users input the tour starting point, desired sightseeing theme, budget, etc. from their device. This information is sent to the server, and the generative AI model creates the optimal tour plan.

[1280] Input: Tour starting point, desired sightseeing theme, budget, etc.

[1281] Output: Generated tour plan

[1282] Step 4:

[1283] Tour plan provision

[1284] The customized tour plan created by the generative AI model is provided to the user via the server, who then checks the tour plan on their device and prepares for their trip.

[1285] Input: Generated tour plan

[1286] Output: Tour plan provided to the user device

[1287] Step 5:

[1288] Starting a tour and getting location information

[1289] When a user starts a tour, the device uses GPS to obtain the user's current location in real time and transmits that information to the server, thereby determining the user's exact location.

[1290] Input: Real-time location of the user

[1291] Output: Location information sent to the server

[1292] Step 6:

[1293] Acquisition and analysis of emotional information

[1294] The user's device uses a camera and microphone to capture the user's facial expressions and voice tone, and sends that information to the emotion engine, which analyzes the data and detects the user's emotional state (e.g., happy, bored, etc.).

[1295] Input: User's facial expressions, voice tone

[1296] Output: Parsed emotion information

[1297] Step 7:

[1298] Dynamically adjust tour plans

[1299] The server dynamically adjusts the tour plan based on the acquired location and emotion information, such as suggesting new tourist spots if the user is bored.

[1300] Input: location information, emotion information

[1301] Output: Adjusted tour plan

[1302] Step 8:

[1303] Content distribution

[1304] The server provides users with travel guides and tourist information in the form of audio guides and videos in line with the tailored tour plan, thereby providing a fulfilling travel experience for users.

[1305] Input: Adjusted tour plan

[1306] Output: Guide and tourist information delivered to the user

[1307] Step 9:

[1308] Revenue calculation and distribution

[1309] After the tour ends, the server calculates the total tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution allows the related parties to earn profits.

[1310] Input: Tour price, vacant house information, related party information

[1311] Output: Revenue distribution results

[1312] 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.

[1313] 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.

[1314] 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.

[1315] [Fourth embodiment]

[1316] FIG. 7 shows an example of the configuration of a data processing system 410 according to the fourth embodiment.

[1317] 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.

[1318] 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).

[1319] 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.

[1320] 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.

[1321] 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).

[1322] 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.

[1323] 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.

[1324] 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.

[1325] 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.

[1326] 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.

[1327] 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.

[1328] 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."

[1329] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. The components of the invention include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, and a means for calculating tour fees and distributing revenue after the tour ends.

[1330] User Registration and Login

[1331] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[1332] Registering information on vacant houses

[1333] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[1334] Tour Generation

[1335] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on that.

[1336] Running a real-time tour

[1337] After the tour begins, the device acquires the user's location information in real time and sends it to the server. The server then calculates the next destination and tourist attraction details based on the location information and sends them to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[1338] Revenue sharing

[1339] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[1340] Specific examples

[1341] For example, Traveler A uses this system in search of a new travel experience. He / she registers with the system using a terminal, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on A's request and provides it to A's terminal.

[1342] On the day of the tour, Person A begins the tour using his / her smartphone. The device sends Person A's location information to the server, which then provides detailed information on the next destination and tourist spots in real time. Person A enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[1343] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[1344] The processing flow will be explained below.

[1345] Step 1:

[1346] User Registration and Login

[1347] Device: The user enters the required information, such as name, email address, and password.

[1348] Terminal: Sends the entered information to the server.

[1349] Server: Validates the received information and stores it in a database.

[1350] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[1351] Step 2:

[1352] Registering information on vacant houses

[1353] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[1354] Terminal: Sends the entered data to the server.

[1355] Server: Validates the input information for completeness and stores it in the database.

[1356] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[1357] Step 3:

[1358] Tour Generation

[1359] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[1360] Terminal: Sends the entered information to the server.

[1361] Server: Receives user input information and sends it to the generative AI engine.

[1362] Generative AI: Automatically generates the optimal tour plan based on the input information.

[1363] Generation AI: Returns the generated tour plan to the server.

[1364] Server: Stores tour plans in a database and provides them to users.

[1365] Step 4:

[1366] Running a real-time tour

[1367] User: The user launches the app at the designated tour start time and presses the tour start button.

[1368] Terminal: Sends a tour start request to the server.

[1369] Device: Periodically obtains the user's location information and sends it to the server.

[1370] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[1371] Server: Sends details of the next destination to the user's device.

[1372] Terminal: Displays the received information to the user and guides them through a real-time tour.

[1373] Step 5:

[1374] Revenue sharing

[1375] Server: After the tour is over, calculate the total tour price and its breakdown.

[1376] Server: Calculates the payment amount to the vacant property owner.

[1377] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[1378] Server: Sends a payment completion notification to the user and the vacant property owner.

[1379] Example 1

[1380] 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."

[1381] In modern society, the increase in vacant houses and responding to the diverse needs of individual travelers are major issues. Vacant houses have a negative impact on local communities when left unattended without proper management, and individual travelers face challenges in finding travel experiences that suit their preferences and budget. In these circumstances, there is a need for a system that can simultaneously make effective use of vacant houses and provide customized travel experiences for individual travelers.

[1382] 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.

[1383] In this invention, the server includes means for accepting and saving user registration information, means for registering and saving information about vacant houses, generation AI means for generating tours based on the registered vacant houses, means for receiving and saving user location information in real time, means for providing detailed information about the next destination based on the received location information, and means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to make effective use of vacant houses and provide a travel experience customized to the user's preferences.

[1384] "User registration information" refers to information such as name, email address, and password that is required when a user accesses the system.

[1385] "Information about vacant houses" refers to information about the characteristics and terms of use of the vacant house, such as its address, photos, description, and price.

[1386] The "generative AI means" is an artificial intelligence means that automatically generates an appropriate tour plan based on a user's request.

[1387] "Location information" refers to real-time location data obtained when a user moves, such as through GPS.

[1388] "Detailed information about the next destination" is information that includes an explanation or guide of the next tourist spot or facility that the user will visit.

[1389] "Tour fee" is the total amount paid by the user for the tour they actually experienced.

[1390] "Revenue sharing" is the process of appropriately distributing a portion of the tour fees to vacant property providers and other stakeholders.

[1391] The present invention relates to a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. Specific embodiments of this system will be described below.

[1392] First, in order for a user to access the system, they register or log in using a terminal. An input form is displayed on the terminal, and the user enters the required information such as name, email address, and password. This entered information is sent to the server, which verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[1393] Next, the owner of the vacant house enters the information of the vacant house (address, photo, description, price, etc.) on the terminal. This information is sent to the server, which stores it in its database. When the new vacant house information is successfully saved, the server sends a confirmation notice to the owner.

[1394] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, which then passes it on to the generation AI. The generation AI automatically generates the optimal tour plan based on this request information. The generated tour plan is provided to the user via the server, and the user can proceed with their trip based on it.

[1395] When the tour begins, the user's device acquires location information in real time and sends it to the server. The server calculates detailed information about the next destination and tourist spot based on the received location information and sends it to the user's device. The user can then follow the guide and enjoy the travel experience in real time.

[1396] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[1397] For example, if a traveler uses this system in search of a new travel experience, they register with the system using their device, log in, and then make a tour request by entering their sightseeing theme and budget. The generation AI generates an optimal tour plan based on the traveler's request and provides it to the traveler's device. On the day of the tour, the traveler starts the tour using their smartphone. The device sends the traveler's location information to the server, and the server provides detailed information on the next destination and tourist attractions in real time. The traveler enjoys sightseeing by following the provided guide, and after the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[1398] An example of a prompt for the generative AI model is, "Please generate the optimal tour plan based on the traveler's desired sightseeing theme and budget. The tour starting point is Shinjuku, Tokyo, and I would like a travel plan with a budget of less than 100,000 yen."

[1399] This system makes it possible to make effective use of vacant houses and provide a customized travel experience tailored to the user's preferences.

[1400] The flow of the identification process in the first embodiment will be described with reference to FIG.

[1401] Step 1:

[1402] New user registration

[1403] The user accesses the system using a terminal and opens the new registration screen.

[1404] Input: Enter the required information such as the user's name, email address, and password.

[1405] The terminal transmits the input information to the server.

[1406] The server verifies the received registration information and stores it in a database if there are no errors.

[1407] Output: Sends a registration completion notification to the terminal.

[1408] Specific operation: The user receives a message on the device indicating that registration is complete.

[1409] Step 2:

[1410] User Login

[1411] The user opens the login screen on the terminal.

[1412] Input: Enter your registered email address and password.

[1413] The terminal transmits the entered login information to the server.

[1414] The server retrieves the relevant user information from the database and collates it.

[1415] If the authentication is successful, the server sends a login success message to the terminal.

[1416] Output: The user is able to log into the system.

[1417] Specific behavior: A login success message will be displayed on the user's screen.

[1418] Step 3:

[1419] Registering vacant house information

[1420] The owner of the vacant house opens the vacant house information registration screen on their device.

[1421] Input: Enter details about the vacant house, such as address, photo, description, and price.

[1422] The terminal transmits the input information to the server.

[1423] The server verifies the received vacant house information and stores it in a database.

[1424] Output: Send a notification to the owner of the vacant property that registration was successful.

[1425] Specific operation: The owner of the vacant house receives a confirmation notification on their device.

[1426] Step 4:

[1427] Enter your tour request

[1428] The user opens a tour request input screen on the terminal.

[1429] Input: Enter information such as tour starting point, desired sightseeing theme, budget, etc.

[1430] The terminal transmits this information to the server.

[1431] Specific operation: The user receives a notification that the requested information has been sent.

[1432] Step 5:

[1433] Tour plan generation

[1434] The server passes the received tour request information to the generation AI.

[1435] Input: User's tour request information.

[1436] The generation AI automatically generates the optimal tour plan based on the request information.

[1437] Output: The generated tour plan is returned to the server.

[1438] Specific operation: The server sends the generated tour plan to the terminal and provides it to the user.

[1439] Step 6:

[1440] Start a real-time tour

[1441] The user starts the tour and the terminal acquires the user's location information in real time.

[1442] Input: The user's current location.

[1443] The terminal transmits the acquired location information to the server.

[1444] Specific Actions: The user receives real-time tour guidance.

[1445] Step 7:

[1446] Next stop information

[1447] The server calculates detailed information about the next place to visit and tourist spots based on the received location information.

[1448] Input: The user's real-time location.

[1449] The server transmits the calculated visiting place information to the terminal.

[1450] Output: Next stop details.

[1451] Specific operation: The user can follow the instructions to move around and enjoy the tourist spots.

[1452] Step 8:

[1453] Tour pricing calculation and revenue sharing

[1454] After the tour is completed, the server calculates the tour fee.

[1455] Input: Information after the tour is over.

[1456] The server performs the process of distributing the profits based on the calculation results.

[1457] Output: Transfer procedure for vacant house owner.

[1458] Specific operation: The owner of the vacant house receives a transfer notification on their terminal.

[1459] In this way, the system provides a valuable service to both users and vacant home owners.

[1460] (Application example 1)

[1461] 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."

[1462] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. However, as a specific application, there is also the issue of providing individual dining experiences to users in food delivery and distributing revenue efficiently. For this reason, there is a need for a system that automatically generates delivery plans according to the user's desired cuisine genre and budget, and tracks and guides the delivery progress in real time.

[1463] 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.

[1464] In this invention, the server includes means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, means for receiving user location information in real time, means for providing detailed information about the next destination based on the received location information, means for calculating the tour fee after the tour ends and distributing the profits, means for inputting the user's desired food and drink genres and budget, means for generating an optimal food delivery plan based on the user's input using a generation AI model, and means for providing real-time information on the progress of delivery. This allows individual travelers to enjoy customized travel and food delivery experiences, and the real-time information provided makes for an even more fulfilling experience.

[1465] A vacant house is a house that has been unoccupied for a certain period of time.

[1466] "Means for registering information" refers to a mechanism by which users or owners input various information via a terminal and store it in a database.

[1467] "Generative AI means" refers to artificial intelligence that analyzes input information and automatically generates optimal tour plans and food delivery plans based on that information.

[1468] "Means for receiving user location information in real time" refers to a mechanism that continuously acquires coordinate data of the user's location and transmits it to a server.

[1469] The "means for providing detailed information" refers to a mechanism that provides the user with information about the next place to visit and the contents of services via communication based on the received location information and user input.

[1470] "Means for calculating tour fees and distributing revenue" means a mechanism for calculating fees after the tour or delivery is provided and distributing revenue to the relevant owners and delivery personnel in appropriate proportions.

[1471] A "cuisine genre" refers to a specific type of cuisine, such as Italian, Chinese, or Japanese.

[1472] A "means for inputting a budget" is a mechanism by which a user inputs into the system the amount of money they are willing to spend.

[1473] A "food delivery plan" is a plan that determines which stores will deliver the most suitable food and drink based on the user's wishes and conditions, and how.

[1474] "Means for providing real-time information on delivery progress" refers to a mechanism that tracks the location of the delivery person and the progress of the delivery in real time and notifies the user.

[1475] Although the present invention relates to a system that effectively utilizes vacant houses and provides individual travelers with a customized travel experience, the same technology can also be applied to food delivery services as an example of its application. A detailed embodiment for this purpose is described below.

[1476] System Overview

[1477] The system consists of the following main modules:

[1478] 1. User Registration and Login Module

[1479] Hardware: Smartphones, servers

[1480] Software: Web application (e.g., Flask), database (e.g., SQLite)

[1481] Processing: The user registers their name, email address, and password, which are then saved and authenticated by the server. For example, the user enters the required information the first time they access the site, and sends it to the server to complete registration.

[1482] 2. Restaurant information registration module

[1483] Hardware: Smartphones, servers

[1484] Software: Web application (e.g., Flask), database (e.g., SQLite)

[1485] What it does: The restaurant owner enters information such as address, menu, and opening hours, and the server stores it. For example, the restaurant owner enters the information through the app, which is then stored on the server and a confirmation notification is returned.

[1486] 3. Delivery plan generation module

[1487] Hardware: Server

[1488] Software: Generative AI models (e.g., GPT-3, BERT), web applications (e.g., Flask)

[1489] Processing details: The user inputs their desired cuisine, budget, and delivery area, and the AI ​​generates the optimal food delivery plan. For example, if a user requests Italian cuisine and specifies their budget and delivery area, the AI ​​will automatically select the appropriate restaurant and menu.

[1490] Example prompt sentence:

[1491] User ID: 1234

[1492] Preferred cuisine: Italian

[1493] Budget: 3,000 yen

[1494] Delivery area: Tokyo

[1495] What to do next: Generate a tailored delivery plan and view restaurant information and menus.

[1496] 4. Real-time tracking module

[1497] Hardware: GPS-equipped smartphone, server

[1498] Software: Real-time location API, web application (Flask, etc.)

[1499] Processing details: The server obtains the delivery person's location information in real time and notifies the user. For example, the delivery progress is displayed in real time on the user's smartphone.

[1500] 5. Revenue Calculation and Distribution Module

[1501] Hardware: Server

[1502] Software: Web application (e.g., Flask), database (e.g., SQLite)

[1503] Processing: The server calculates the revenue after delivery and distributes it to the restaurant owner and the delivery person. For example, the fee is calculated after delivery is completed and the revenue is automatically distributed to each party.

[1504] Operation explanation

[1505] 1. The user accesses the app, registers in the system, and logs in.

[1506] 2. Restaurant owners register their restaurant information in the system.

[1507] 3. The user requests a delivery plan by specifying the cuisine type, budget, and delivery area.

[1508] 4. The server uses the generative AI model to generate an optimal delivery plan and provide it to the user.

[1509] 5. Delivery personnel are tracked in real time and users are notified of delivery progress.

[1510] 6. After the delivery is completed, the server calculates the revenue and distributes it to the restaurant owner and the delivery person.

[1511] As described above, the present invention is applicable not only to tours for individual travelers but also to food delivery services, and is expected to be used in a variety of scenarios.

[1512] The flow of the specific processing in the application example 1 will be described with reference to FIG.

[1513] Step 1:

[1514] User registration and login process

[1515] Input: The user enters their name, email address, and password on the device.

[1516] How it works: The server receives the user's input, stores it in a database, and authenticates them.

[1517] Data processing: Verify that the entered information is in the correct format and save it if there are no problems.

[1518] Output: If registration is successful, the message "Registration successful" is displayed on the user's terminal. When logging in, if authentication is successful, the message "Login successful" is returned.

[1519] Step 2:

[1520] Restaurant information registration process

[1521] Input: The restaurant owner inputs the address, menu, business hours, etc. into the terminal.

[1522] How it works: The server receives the information entered and stores it in a database.

[1523] Data processing: Verify that the input information is in the correct format and save it if there are no problems.

[1524] Output: If the registration is successful, the message "Restaurant information registration successful" will be displayed on the owner terminal.

[1525] Step 3:

[1526] Delivery plan generation process

[1527] Input: The user inputs the cuisine type, budget, and delivery area from the device. These conditions are sent as prompts to the generative AI model.

[1528] How it works: The server invokes a generative AI model (e.g., GPT-3) to generate an optimal plan based on the user's criteria.

[1529] Data processing: Generate prompts and send them to the generative AI model. Analyze the generated plans and make the optimal selection.

[1530] Output: The optimal food delivery plan is generated and displayed on the user's device.

[1531] Step 4:

[1532] Real-time tracking and guidance

[1533] Input: Obtain the delivery person's location via GPS.

[1534] How it works: The server receives real-time location information from the delivery person and sends that information to the user's device.

[1535] Data processing: Location information is periodically acquired, processed on the server, and notified to the user.

[1536] Output: The delivery progress is displayed in real time on the user's device.

[1537] Step 5:

[1538] Revenue calculation and distribution processing

[1539] Input: Enter the post-delivery fee information, restaurant owner and delivery person information.

[1540] How it works: The server calculates the revenue and distributes it appropriately between the restaurant owner and the delivery person.

[1541] Data processing: Calculate delivery fees and distribute revenue proportionally.

[1542] Output: If revenue sharing is successful, notify relevant parties with a "Revenue sharing successful" message.

[1543] These are the specific processing steps of the present invention, which allow users to enjoy a personalized dining experience while the entire system operates efficiently.

[1544] 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.

[1545] This invention relates to a system that effectively utilizes vacant houses and provides a customized travel experience for individual travelers. It is particularly characterized by its ability to recognize user emotions and dynamically adjust tour plans based on them. The invention's components include a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing details of the next destination, an emotion engine, and a means for calculating tour fees and distributing revenue after the tour ends.

[1546] User Registration and Login

[1547] First, in order for a user to access the system, they register or log in using a terminal. The required information (name, email address, password, etc.) is entered into the input form displayed on the terminal, and this information is sent to the server. The server verifies the received data and stores it in a database. If authentication is successful, the user can log in to the system.

[1548] Registering information on vacant houses

[1549] Next, the owner of the vacant house enters the information of the vacant house (location, photos, description, price, etc.) on the terminal. This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner of the vacant house receives a confirmation notification.

[1550] Tour Generation

[1551] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generation AI automatically generates the optimal tour plan based on that information. The generation AI also takes into account the user's emotional information to generate a customized tour plan. The generated tour plan is then provided to the user via the server.

[1552] Running a real-time tour

[1553] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine that recognizes the user's emotions analyzes the user's facial expressions and tone of voice and sends emotional information to the server. Based on the received location and emotion information, the server calculates detailed information about the next destination and tourist spot and sends it to the user's device. The user then follows the guide and enjoys a travel experience that is adjusted in real time according to their emotions.

[1554] Revenue sharing

[1555] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[1556] Specific examples

[1557] For example, Traveler B uses this system in search of a new travel experience. He / she registers with the system using a device, logs in, and then inputs the sightseeing theme and budget to make a tour request. The generation AI generates the optimal tour plan based on B's request and provides it to B's device. The emotion engine also analyzes B's facial expressions and voice tone in real time, and sends B's emotional information to the server.

[1558] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location and emotional information to the server, which then provides detailed information on the next destination and tourist spots in real time. Based on the emotional information, if Person B is enjoying themselves, the tour continues as planned, but if Person B is bored, the sightseeing plan is dynamically adjusted. After the tour ends, a portion of the tour fee is distributed to the vacant house owner.

[1559] This system will enable the effective use of vacant houses and provide individual travelers with a customized travel experience that responds to the user's emotions.

[1560] The processing flow will be explained below.

[1561] Step 1:

[1562] User Registration and Login

[1563] Device: The user enters the required information, such as name, email address, and password.

[1564] Terminal: Sends the entered information to the server.

[1565] Server: Validates the received information and stores it in a database.

[1566] Server: Returns a message to the device indicating successful registration. When the user attempts to log in, the server checks the authentication information and allows the user to log in.

[1567] Step 2:

[1568] Registering information on vacant houses

[1569] Terminal: The owner of the vacant property enters detailed information about the property (address, photos, description, price, etc.).

[1570] Terminal: Sends the entered data to the server.

[1571] Server: Validates the input information for completeness and stores it in the database.

[1572] Server: Returns a message to the terminal indicating that the information has been registered successfully.

[1573] Step 3:

[1574] Tour Generation

[1575] User: A user fills out a tour request form, providing information such as tour starting point, desired sightseeing theme, and budget.

[1576] Terminal: Sends the entered information to the server.

[1577] Server: Receives user input information and sends it to the generative AI engine.

[1578] Generative AI: Automatically generates the optimal tour plan based on the input information.

[1579] Generation AI: Returns the generated tour plan to the server.

[1580] Server: Stores tour plans in a database and provides them to users.

[1581] Step 4:

[1582] Running a real-time tour

[1583] User: The user launches the app at the designated tour start time and presses the tour start button.

[1584] Terminal: Sends a tour start request to the server.

[1585] Device: Periodically obtains the user's location information and sends it to the server.

[1586] Server: Calculates next destinations and sightseeing information in real time based on the received location information.

[1587] Terminal: Receives detailed information about the next destination from the server and displays it to the user.

[1588] Terminal: The emotion engine analyzes the user's facial expressions and voice tone, and sends the emotional information to the server.

[1589] Server: Dynamically adjust tour plans based on emotional information.

[1590] Step 5:

[1591] Revenue sharing

[1592] Server: After the tour is over, calculate the total tour price and its breakdown.

[1593] Server: Calculates the payment amount to the vacant property owner.

[1594] Server: Carries out the required payment processing based on the bank account information of the vacant house owner.

[1595] Server: Sends a payment completion notification to the user and the vacant property owner.

[1596] Example 2

[1597] 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."

[1598] The increase in vacant houses is a serious problem for local communities, and effective utilization of these properties is required. Individual travelers also desire customized travel experiences, but existing tour services are unable to adequately meet these needs. Furthermore, it is difficult to recognize emotions in real time during the trip and adjust the plan accordingly, which leads to lower traveler satisfaction. Another issue is the fair distribution of revenue after the tour ends.

[1599] The identification process by the identification processing unit 290 of the data processing device 12 in the second embodiment is realized by the following means. In this invention, the server includes a means for registering information about vacant houses, a means for generating a customized travel plan using artificial intelligence, and a means for receiving user location information and emotion information in real time. This enables effective use of vacant houses and the provision of customized travel plans to individual travelers. It also enables dynamic adjustment of plans based on real-time location information and emotion information, improving traveler satisfaction. Furthermore, fair distribution of profits after the tour ends is also realized.

[1600] An "empty house" is a house that has no tenants and is a form of underutilized real estate.

[1601] The "means for registering information" is a system component that has the function of storing details about vacant houses, such as location, photos, description, and price, in a database.

[1602] The "generative artificial intelligence means" is an artificial intelligence technology for automatically generating optimal travel plans based on user requests and emotional information.

[1603] "Location information" is information indicating the user's current location, and is obtained using a GPS function or the like.

[1604] "Emotion information" is data that indicates the emotional state of the user, obtained by analyzing the user's facial expression, tone of voice, and the like.

[1605] The "means for providing detailed information about the next destination" is a system component that has the function of sending the next tourist destination to be visited and its detailed information to the user's terminal based on the user's location information and emotional information.

[1606] The "means for calculating tour fees and distributing revenue" is a system component that has the function of calculating the fee after the tour ends and distributing the revenue obtained fairly to the parties involved (e.g., vacant house owners).

[1607] A "trip request" is request information for specifying the trip details (eg, starting point, sightseeing theme, budget) desired by the user.

[1608] The present invention provides a system for effectively utilizing vacant houses and providing a customized travel experience for individual travelers. This system is realized using specific hardware and software. Specific embodiments of the system are described below.

[1609] First, a user uses a device such as a smartphone or tablet to access the system. The user registers or logs in to begin accessing the system. The information the user enters into the device (name, email address, password, etc.) is sent to the server, verified, and then stored in a database. This database uses an RDBMS (relational database management system) such as MySQL or PostgreSQL.

[1610] Next, the owner of the vacant house uses the terminal to input information about the vacant house (location, photos, description, price, etc.). This information is sent to the server and saved in the database. Once the new vacant house information is saved successfully, the owner receives a confirmation notice.

[1611] When a user plans a trip, they input their tour request (tour starting point, desired sightseeing theme, budget, etc.) from their device. This information is sent to the server, and the generative AI automatically generates the optimal tour plan. The generative AI uses a generative AI model such as OpenAI's GPT (Generative Pre-trained Transformer) to generate a customized tour plan that takes into account the user's requests and emotional information. The generated tour plan is then provided to the user via the server.

[1612] When the tour begins, the device acquires the user's location information in real time and sends it to the server. At the same time, an emotion engine (e.g., Microsoft Azure Face API or Amazon Rekognition) analyzes the user's facial expressions and voice tone and sends emotional information to the server. The server calculates detailed information about the next stop and tourist attractions based on the received location and emotional information and sends it to the user's device. This allows the user to enjoy a travel experience that is adjusted in real time according to their emotions.

[1613] After the tour ends, the server calculates the tour fee and transfers a portion of it to the vacant house owner, allowing the vacant house owner to earn revenue.

[1614] Specific examples

[1615] For example, if Traveler B uses this system in search of a new travel experience, the following will happen:

[1616] Person B registers with the system using his smartphone and logs in by entering his email address and password. Person B sets the starting point of his trip as "Tokyo," inputs "historical sights" as the sightseeing theme, and inputs "10,000 yen" as his budget, and makes a tour request. The generation AI generates an optimal tour plan based on these prompts and provides it to Person B's device. The emotion engine also analyzes Person B's facial expressions and voice tone in real time, and sends emotional information to the server.

[1617] On the day of the tour, Person B begins the tour using their smartphone. The device sends Person B's location information to the server in real time, and the server dynamically adjusts the next stops and tourist spots based on Person B's emotional information. For example, if Person B is enjoying themselves, the tour will proceed as planned, but if they are bored, the sightseeing plan will be changed.

[1618] This system will enable the effective use of vacant properties and provide a customized travel experience for individual travelers.

[1619] Examples of prompts for generative AI models

[1620] "Traveler A registered as a new user and requested a tour by entering the tourist theme "historical sights" and a budget of "10,000 yen." The generation AI creates an optimal tour plan based on A's request and provides it to A's device. The emotion engine analyzes A's facial expressions and voice tone in real time and sends that emotional information to the server."

[1621] In this way, it becomes possible to realize a dynamic travel plan that responds to the user's emotions.

[1622] The flow of the identification process in the second embodiment will be described with reference to FIG.

[1623] Step 1: User Registration and Login

[1624] Input: The user enters their name, email address, and password into the device.

[1625] Specific behavior:

[1626] The terminal transmits the input data to the server.

[1627] The server verifies the received data and stores the user's information in a database based on the verification result.

[1628] Output: The server returns a confirmation message to the terminal confirming registration or successful login.

[1629] Step 2: Register information about vacant houses

[1630] Input: The owner of the vacant property enters information such as location, photos, description, and price into the terminal.

[1631] Specific behavior:

[1632] The terminal transmits the entered vacant house information to the server.

[1633] The server stores the received data in a database.

[1634] Output: The server returns a notification to the terminal that the information has been successfully saved.

[1635] Step 3: Tour Request and Generation

[1636] Input: The user inputs the tour starting point, desired sightseeing theme, and budget into the terminal.

[1637] Specific behavior:

[1638] The terminal transmits the input data to the server.

[1639] The server sends prompts to a generative AI model (e.g., OpenAI GPT) based on the received request data.

[1640] Generative AI generates optimal tour plans based on prompts.

[1641] Output: The generated tour plan is provided to the user's terminal via the server.

[1642] Step 4: Start the tour and send your location

[1643] Input: The user starts a tour and the device acquires location information.

[1644] Specific behavior:

[1645] The device sends its current location information to the server in real time.

[1646] The server stores and updates the received location information.

[1647] Output: The location information is stored on the server and used to provide information about the next place to visit.

[1648] Step 5: Recognizing emotional information

[1649] Input: The device captures facial expressions and voice tones as the user tours.

[1650] Specific behavior:

[1651] An emotion engine (e.g., Microsoft Azure Face API) analyzes the user's facial expressions and voice tone.

[1652] The device sends the emotion information from the analysis results to the server.

[1653] Output: The emotion information is stored on the server and used to dynamically adjust the tour content.

[1654] Step 6: Provide details of your next destination

[1655] Input: The server receives the user's location and emotion information.

[1656] Specific behavior:

[1657] The server calculates detailed information about the next tourist spot to visit based on the received location and emotion information.

[1658] The server sends the calculation results to the user's terminal.

[1659] Output: Detailed information about the next place to visit or tourist spot will be displayed on the user's device.

[1660] Step 7: Revenue and Fee Distribution

[1661] Input: After the tour ends, the server retrieves all tour data (places visited, emotional information, duration, etc.).

[1662] Specific behavior:

[1663] The server calculates the tour price.

[1664] Based on the calculation results, the server distributes revenue to vacant house owners and other parties.

[1665] Output: The distribution results are reflected in the account of the relevant party (e.g., vacant house owner).

[1666] In this way, the entire process proceeds by collecting and analyzing data in real time based on user input to dynamically customize the travel experience.

[1667] (Application example 2)

[1668] 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."

[1669] Conventional travel guide systems face the problem of being difficult to customize based on individual travelers' preferences and emotions. They also struggle to dynamically adjust tour plans based on real-time feedback. This makes it difficult to provide travelers with a personalized travel experience that fully satisfies them. Furthermore, there is a lack of systems for effectively utilizing vacant properties and appropriately distributing the resulting revenue.

[1670] The specific processing by the specific processing unit 290 of the data processing device 12 in the application example 2 is realized by the following means.

[1671] In this invention, the server includes a means for registering information about vacant houses, a generation AI means for generating tours based on the registered vacant houses, a means for receiving user location information in real time, an emotion engine for analyzing user emotion information, a means for dynamically adjusting tour plans based on user emotion, a content distribution means for providing travel guides and tourist spot information, and a means for calculating tour fees and distributing revenue after the tour ends. This makes it possible to provide a personalized travel experience according to the user's preferences and emotions, and further realizes effective use of vacant houses and appropriate distribution of revenue.

[1672] "Means for registering information about vacant houses" refers to a mechanism for recording detailed information about vacant houses, such as their location, photos, descriptions, and fees, in a database within the system.

[1673] "Generative AI means" is a technology that uses artificial intelligence to automatically generate optimal tour plans based on input information.

[1674] "Means for receiving user location information in real time" refers to a device or software that uses technology such as GPS to instantly obtain the user's current location and transmit it to the system.

[1675] The "means for providing detailed information about the next destination" is a function that provides the user with detailed information about the next tourist spot or destination to visit based on the user's current location.

[1676] The "emotion engine" is a mechanism for analyzing a user's facial expressions and vocal tone to detect their emotional state.

[1677] "Means for dynamically adjusting tour plans" refers to technology that changes the content and order of tours in real time based on the user's emotional state and location information.

[1678] The "content delivery means" is a function that provides travel guides and tourist destination information as audio or video in order to enrich the user's sightseeing experience.

[1679] The "means for distributing revenue" is a mechanism for calculating the tour fee after the tour is completed and distributing the revenue appropriately to the parties involved.

[1680] The present invention relates to a system for effectively utilizing vacant houses and providing a personalized travel experience for travelers. The system includes a means for registering information about vacant houses, a generating AI means, a means for receiving user location information in real time, a means for providing detailed information about the next destination, an emotion engine, a means for dynamically adjusting tour plans, a content distribution means, and a means for distributing revenue.

[1681] System configuration

[1682] 1. Registering vacant house information

[1683] The server receives information such as the location, photos, description, and price of the vacant house provided by the vacant house owner, and records this information in a database. This data is then used to generate tours.

[1684] 2. Tour Generation

[1685] When a user inputs a travel request, the generation AI means analyzes it and automatically generates the optimal tour plan, taking into account the user's preferences and budget. The generation AI means is a technology that uses artificial intelligence to process data and design the optimal tour route and sightseeing plan.

[1686] 3. Receiving real-time location information

[1687] When a user starts a tour, their current location is acquired in real time from their device using GPS and other devices and sent to the server, allowing the user's movements to be tracked in real time.

[1688] 4. Emotional Information Analysis

[1689] The server uses an emotion engine to analyze the user's emotional state based on the user's facial expressions and voice tone transmitted from the device. This emotional information is used to adjust the tour plan in real time.

[1690] 5. Dynamically adjust your plan

[1691] Based on the emotion information obtained from the emotion engine and real-time location information, the server dynamically adjusts the tour plan. For example, if the user is bored, new tourist spots will be suggested, and if the user is excited, the planned activities will continue.

[1692] 6. Content Delivery

[1693] Based on the user's current interests and emotions, travel guides and tourist information are provided as audio guides and videos, enriching the user's travel experience.

[1694] 7. Revenue Sharing

[1695] Once the tour is over, the server calculates the tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution method also benefits the vacant house owner.

[1696] Specific examples

[1697] For example, suppose traveler A inputs a request saying, "I want to see historical places." The generative AI means creates an optimal tour plan based on this request and provides it to A. After the tour begins, the emotion engine analyzes A's facial expressions and voice tone to detect whether A is enjoying himself or herself. If A is bored, the server suggests a more interesting place as the next tourist spot. An example of a specific prompt sentence is, "Traveller A wants to explore historical places. He is currently feeling excited. What tourist spot should we introduce next?" This allows A to enjoy a satisfying and customized travel experience, while also making effective use of vacant houses and properly allocating revenue.

[1698] As described above, the present invention is a system that utilizes real-time location information and emotional information of users to provide personalized travel guides, realizes effective utilization of vacant houses, and appropriately distributes revenue.

[1699] The flow of the specific processing in the application example 2 will be described with reference to FIG.

[1700] Step 1:

[1701] Registering vacant house information

[1702] The owner of a vacant house enters detailed information such as the location, photos, description, and price of the house on the terminal. The entered data is sent to the server and recorded in the database. This prepares the basic data necessary for generating tours.

[1703] Input: Location of vacant house, photo, description, price, etc.

[1704] Output: Vacant house information recorded in the database

[1705] Step 2:

[1706] User Registration and Login

[1707] A user registers or logs into the system using a terminal. They enter the required information (name, email address, password) and the information is sent to the server. The server validates the data and stores it in the database.

[1708] Input: Name, email address, password, etc.

[1709] Output: Authenticated user information

[1710] Step 3:

[1711] Enter your tour request

[1712] When planning a trip, users input the tour starting point, desired sightseeing theme, budget, etc. from their device. This information is sent to the server, and the generative AI model creates the optimal tour plan.

[1713] Input: Tour starting point, desired sightseeing theme, budget, etc.

[1714] Output: Generated tour plan

[1715] Step 4:

[1716] Tour plan provision

[1717] The customized tour plan created by the generative AI model is provided to the user via the server, who then checks the tour plan on their device and prepares for their trip.

[1718] Input: Generated tour plan

[1719] Output: Tour plan provided to the user device

[1720] Step 5:

[1721] Starting a tour and getting location information

[1722] When a user starts a tour, the device uses GPS to obtain the user's current location in real time and transmits that information to the server, thereby determining the user's exact location.

[1723] Input: Real-time location of the user

[1724] Output: Location information sent to the server

[1725] Step 6:

[1726] Acquisition and analysis of emotional information

[1727] The user's device uses a camera and microphone to capture the user's facial expressions and voice tone, and sends that information to the emotion engine, which analyzes the data and detects the user's emotional state (e.g., happy, bored, etc.).

[1728] Input: User's facial expressions, voice tone

[1729] Output: Parsed emotion information

[1730] Step 7:

[1731] Dynamically adjust tour plans

[1732] The server dynamically adjusts the tour plan based on the acquired location and emotion information, such as suggesting new tourist spots if the user is bored.

[1733] Input: location information, emotion information

[1734] Output: Adjusted tour plan

[1735] Step 8:

[1736] Content distribution

[1737] The server provides users with travel guides and tourist information in the form of audio guides and videos in line with the tailored tour plan, thereby providing a fulfilling travel experience for users.

[1738] Input: Adjusted tour plan

[1739] Output: Guide and tourist information delivered to the user

[1740] Step 9:

[1741] Revenue calculation and distribution

[1742] After the tour ends, the server calculates the total tour fee and distributes the revenue appropriately to the vacant house owner and other related parties. This revenue distribution allows the related parties to earn profits.

[1743] Input: Tour price, vacant house information, related party information

[1744] Output: Revenue distribution results

[1745] 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.

[1746] 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.

[1747] 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.

[1748] 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.

[1749] 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.

[1750] 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.

[1751] 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).

[1752] 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.

[1753] 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."

[1754] 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.

[1755] 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).

[1756] 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.

[1757] 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.

[1758] 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.

[1759] 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.

[1760] 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.

[1761] 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.

[1762] 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.

[1763] 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.

[1764] 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.

[1765] 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.

[1766] The following is further disclosed regarding the above embodiment.

[1767] (Claim 1)

[1768] A means of registering information about vacant houses;

[1769] A generation AI means for generating tours based on registered vacant houses;

[1770] means for receiving user location information in real time;

[1771] means for providing details of a next destination based on the received location information;

[1772] A means of calculating tour fees and distributing revenue after the tour has ended;

[1773] A system including:

[1774] (Claim 2)

[1775] 10. The system of claim 1, wherein the generating AI means provides a customized tour plan based on a user's travel request.

[1776] (Claim 3)

[1777] 2. The system according to claim 1, wherein the terminal periodically acquires the user's location information and transmits it to the server.

[1778] "Example 1"

[1779] (Claim 1)

[1780] means for accepting and storing user registration information;

[1781] A means of registering and storing information about vacant houses;

[1782] A generation AI means for generating tours based on registered vacant houses;

[1783] means for receiving and storing user location information in real time;

[1784] means for providing details of a next destination based on the received location information;

[1785] A means of calculating tour fees and distributing revenue after the tour has ended;

[1786] A system including:

[1787] (Claim 2)

[1788] 10. The system of claim 1, wherein the generating AI means provides a customized tour plan based on a user's travel request.

[1789] (Claim 3)

[1790] 2. The system according to claim 1, wherein the terminal periodically acquires the user's location information and transmits it to the server.

[1791] "Application Example 1"

[1792] (Claim 1)

[1793] A means of registering information about vacant houses;

[1794] A generation AI means for generating tours based on registered vacant houses;

[1795] means for receiving user location information in real time;

[1796] means for providing details of a next destination based on the received location information;

[1797] A means of calculating tour fees and distributing revenue after the tour has ended;

[1798] A means for inputting the user's desired cuisine genre and budget;

[1799] A means for generating an optimal food delivery plan based on user input using a generative AI model; and

[1800] A means of providing real-time updates on delivery progress,

[1801] A system including:

[1802] (Claim 2)

[1803] The system of claim 1, wherein the generating AI means provides customized tour plans and food delivery plans based on the user's travel requests and dining requests.

[1804] (Claim 3)

[1805] The system according to claim 1, characterized in that the terminal periodically acquires the user's location information, transmits it to the server, and tracks the progress of delivery in real time.

[1806] "Example 2: Combining Emotion Engines"

[1807] (Claim 1)

[1808] A means of registering information about vacant houses;

[1809] A generation artificial intelligence means for generating a travel plan based on the registered vacant houses;

[1810] means for receiving user location information in real time;

[1811] means for providing detailed information about a next place to visit based on the received location information and the user's emotion information;

[1812] A means of calculating fees and sharing revenue after the tour is completed;

[1813] A system including:

[1814] (Claim 2)

[1815] 10. The system of claim 1, wherein the generating artificial intelligence means provides a customized travel plan based on the user's travel request and emotional information.

[1816] (Claim 3)

[1817] 2. The system according to claim 1, further comprising means for analyzing a user's facial expression and tone of voice and transmitting emotional information to a server in real time.

[1818] "Application example 2 when combining emotion engines"

[1819] (Claim 1)

[1820] A means of registering information about vacant houses;

[1821] A generation AI means for generating tours based on registered vacant houses;

[1822] means for receiving user location information in real time;

[1823] means for providing details of a next destination based on the received location information;

[1824] an emotion engine that analyzes the user's emotion information;

[1825] means for dynamically adjusting the tour plan based on the user's emotions;

[1826] A content distribution method that provides travel guides and tourist information,

[1827] A means of calculating tour fees and distributing revenue after the tour has ended;

[1828] A system including:

[1829] (Claim 2)

[1830] 2. The system of claim 1, wherein the generating AI means provides a customized tour plan based on the user's travel request, and further dynamically adjusts the tour plan based on the user's emotional information.

[1831] (Claim 3)

[1832] 2. The system according to claim 1, wherein the terminal periodically acquires the user's location information and emotion information and transmits the information to the server. [Explanation of symbols]

[1833] 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. A means of registering information about vacant houses; A generation AI means for generating tours based on registered vacant houses; means for receiving user location information in real time; means for providing details of a next destination based on the received location information; A means of calculating tour fees and distributing revenue after the tour has ended; A system including:

2. 10. The system of claim 1, wherein the generating AI means provides a customized tour plan based on a user's travel request.

3. 2. The system according to claim 1, wherein the terminal periodically acquires the user's location information and transmits it to the server.

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