WO2022153699A1 - Système, serveur intermédiaire, procédé de proposition de service et support d'enregistrement - Google Patents

Système, serveur intermédiaire, procédé de proposition de service et support d'enregistrement Download PDF

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Publication number
WO2022153699A1
WO2022153699A1 PCT/JP2021/044026 JP2021044026W WO2022153699A1 WO 2022153699 A1 WO2022153699 A1 WO 2022153699A1 JP 2021044026 W JP2021044026 W JP 2021044026W WO 2022153699 A1 WO2022153699 A1 WO 2022153699A1
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service
user
server
data
matching model
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PCT/JP2021/044026
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English (en)
Japanese (ja)
Inventor
雄亮 佐藤
泰正 光畑
雅視 井上
由梨香 道下
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日本電気株式会社
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Priority to JP2022575117A priority Critical patent/JPWO2022153699A5/ja
Publication of WO2022153699A1 publication Critical patent/WO2022153699A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services

Definitions

  • the present invention relates to a system, an intermediary server, a service proposal method, and a recording medium.
  • an information distribution system that provides personal information held in hospitals, etc. to devices to which information is provided, such as businesses, based on the consent of the individual.
  • an information transaction device managed by an information bank or the like an information provider device managed by an information provider company, and an information provider device managed by an information provider are provided.
  • the information transaction device stores personal information acquired from the information provider device.
  • the information transaction device transmits the personal information desired by the utilization business operator or the like from the stored personal information to the information providing destination device.
  • Patent Documents 1 and 2 disclose techniques related to information distribution systems and the like.
  • Patent Document 1 describes that a personal information system that performs strict identity verification serves as a hub and provides a system that can utilize a huge amount of accumulated personal information in correspondence with an actual individual.
  • the personal information management server of Patent Document 1 holds the user's digital certificate, and when receiving a login request from the user, determines whether or not the user's authentication is successful using the digital certificate. ..
  • the personal information management server receives the license registration request that permits the provision of the user's personal information held by the first business operator to the second business operator, which is input by the user, the user And stores the license information that associates the first business operator with the second business operator.
  • the personal information management server When the personal information management server receives the request for using the service of the second business operator, the personal information management server requests the first business operator to provide the personal information of the user based on the license information.
  • the personal information management server provides the second business operator with the personal information of the user received from the first business operator, and requests the second business operator to provide the service to the user. ..
  • Patent Document 2 describes that an information processing system capable of sharing medical information among a plurality of medical facilities and a control method of the information processing system are provided.
  • the information processing system of Patent Document 2 includes a consenter information storage unit, a medical information storage unit, a consenter information extraction unit, a consenter information identification unit, and a medical information transmission unit.
  • the consenter information storage unit stores the consenter information in which the medical facility information and the patient identification information are linked, which is extracted from the information storage device accessible to the terminal of the medical facility.
  • the medical information storage unit is a medical information storage unit that can be accessed by the terminal of the medical-related service providing facility requested by the medical facility for medical-related services, and is the medical facility information, patient identification information, and the requested medical-related service.
  • the consenter information extraction unit extracts the consenter information having the medical facility information stored in the medical information storage unit from the consenter information stored in the consenter information storage unit.
  • the consenter information identification unit identifies the medical information having the patient identification information of the extracted consenter information among the medical information.
  • the medical information transmission unit transmits the specified medical information to the information storage device.
  • a main object of the present invention is to provide a system, an intermediary server, a service proposal method, and a recording medium that contribute to improving the convenience of users who participate in an information distribution system.
  • a distribution control server that controls data sharing between service providers and data generated by the first service provider providing services to users are stored.
  • the service server includes a service server and an intermediary server in which a matching model that outputs at least a service provider and a service menu when a predetermined personal state parameter is input is implemented, and the intermediary server is the individual of the user.
  • a system is provided that acquires a state parameter from the first service server by the data sharing and proposes a result obtained by inputting the acquired personal state parameter into the matching model to the user.
  • a distribution control server that controls data sharing between service providers and a first that stores data generated by the first service provider providing services to users.
  • a service proposal means that proposes a service to the user by using a matching model that outputs at least a service provider and a service menu when a predetermined personal state parameter is input and a communication control means that communicates with the service server.
  • the service proposing means is obtained by acquiring the personal state parameter of the user from the first service server by the data sharing and inputting the acquired personal state parameter into the matching model.
  • An intermediary server is provided that proposes the results to the user.
  • a distribution control server that controls data sharing between service providers and a first that stores data generated by the first service provider providing services to users.
  • the intermediary server which implements a matching model that outputs at least the service provider and the service menu when communicating with the service server and inputting a predetermined personal state parameter, the personal state parameter of the user is shared by the data.
  • a service proposing method that proposes a result obtained by acquiring from the first service server and inputting the acquired personal state parameter into the matching model to the user.
  • a distribution control server that controls data sharing between service providers and a first that stores data generated by the first service provider providing services to users.
  • the personal status parameter of the user is applied to a computer mounted on the intermediary server, which is equipped with a matching model that outputs at least the service provider and the service menu when communicating with the service server and inputting a predetermined personal status parameter.
  • a computer-readable recording medium on which the program is recorded is provided.
  • a system, an intermediary server, a service proposal method, and a recording medium that contribute to improving the convenience of users participating in the information distribution system are provided.
  • the effect of the present invention is not limited to the above. According to the present invention, other effects may be produced in place of or in combination with the effect.
  • FIG. 1 It is a figure which shows an example of the processing structure of the terminal which concerns on 1st Embodiment. It is a sequence diagram which shows an example of the operation of an information distribution system in 1st Embodiment. It is a figure which shows an example of the processing configuration of the intermediary server which concerns on 2nd Embodiment. It is a figure which shows an example of the processing configuration of the intermediary server which concerns on 3rd Embodiment. It is a figure which shows an example of the hardware configuration of the intermediary server which concerns on the disclosure of this application.
  • the system includes a distribution control server 101, a first service server 102, and an intermediary server 103 (see FIG. 1).
  • the distribution control server 101 controls data sharing between service providers.
  • the first service server 102 stores data generated when the first service provider provides a service to a user.
  • a matching model that outputs at least a service provider and a service menu is implemented.
  • the intermediary server 103 acquires the user's personal state parameter from the first service server 102 by data sharing, and proposes to the user the result obtained by inputting the acquired personal state parameter into the matching model.
  • the intermediary server 103 When proposing a service to a user, the intermediary server 103 acquires user data (data corresponding to an individual state parameter) scattered in various places (each service provider) of the information distribution system. The intermediary server 103 proposes a service suitable for the user by inputting the acquired personal state parameter into a matching model prepared in advance. As a result, the convenience of users who participate in the information distribution system is improved.
  • FIG. 2 is a diagram showing an example of a schematic configuration of an information distribution system according to the first embodiment.
  • the participating members (actors) of the information distribution system include an information distribution business operator and a service business operator.
  • the information distribution business operator is the entity that controls the data distribution between service business operators.
  • the information distribution business operator includes at least one distribution control server 10.
  • the distribution control server 10 is a device that controls (realizes) data distribution between service providers.
  • a service provider is an entity that provides services to individuals.
  • the service provider may be a private operator or a public institution.
  • Examples of service providers include medical institutions (hospitals, pharmacies, etc.), retailers, education providers that teach languages, sports, arts, etc. to customers.
  • the service providers include intermediaries that mediate between users and other service providers.
  • the intermediary company proposes (recommends) services of other companies suitable for the user (consumer). More specifically, the intermediary company proposes to the user other service providers and service contents (service menus) that realize the service planned by the company.
  • Each service provider is equipped with a service server 20 for providing services to customers.
  • the service server 20 constitutes a first service server, and stores (accumulates) data (user data) generated when a service provider provides a service to a user.
  • the server provided by the service provider A is the service A server 20-1
  • the server provided by the service provider B is the service B server 20-2
  • the server provided by the intermediary company is the intermediary server 21.
  • the server provided in the sports gym A which will be described later, is referred to as a gym server 22.
  • the user who uses the information distribution system uses the terminal 30.
  • Each device shown in FIG. 2 is connected to each other via a network.
  • the distribution control server 10 and the service server 20 are connected by a wired or wireless communication means and are configured to be able to communicate with each other.
  • the configuration shown in FIG. 2 is an example, and does not mean to limit the configuration of the information distribution system disclosed in the present application.
  • the information distribution business operator may include two or more distribution control servers 10.
  • each service provider may have a plurality of service servers 20.
  • “Sharing” exists as a means of data distribution in the information distribution system.
  • “Sharing” is a means for a service provider to acquire data accumulated by another service provider. For example, data distribution by "sharing" is used when the intermediary company acquires the service provision result of the service provider A.
  • sharing is used to improve the convenience of service users themselves, in principle there is no consideration for data distribution. That is, “sharing” is used for users to utilize data accumulated by other service providers in order to receive better services from service providers.
  • the user registers as a user when joining the system.
  • the user operates the possessed terminal 30 to input his / her personal information (name, contact information, etc.) into the distribution control server 10.
  • the distribution control server 10 generates a user ID (Identifier) for identifying the user, and issues the generated user ID to the user.
  • the distribution control server 10 stores the generated user ID and the acquired personal information (name, etc.) in association with each other. More specifically, the distribution control server 10 stores the user ID and personal information in association with each other in the "user information database". Details of the user information database will be described later.
  • ⁇ Sending personal identification code> When the user registration is completed, the user receives the service provided by the service provider (see FIG. 4). When receiving a service from a service provider, the user informs the service provider of his / her name and the like.
  • the user receives a health examination from service provider A, for example.
  • the service provider A acquires data such as the weight, height, body fat percentage, and BMI (Body Mass Index) of the user.
  • a service provider When a service provider provides a service to a new customer (user), it generates a "personal identification code" for identifying the new user. Since the name of the system registrant is transmitted from the distribution control server 10 at regular intervals or at a predetermined timing, the service A server 20-1 responds to the transmission of the name and provides new customer information (user). Information) is transmitted to the distribution control server 10.
  • the user information includes the above-generated personal identification code of the user and the operator code of the service provider.
  • the business operator code is identification information (ID) for identifying a service business operator participating in the information distribution system.
  • service A server 20-1 different codes are assigned to the service provider A (service A server 20-1) and the service provider B (service B server 20-2) shown in FIG.
  • the business operator code is shared between the information distribution business operator and the service business operator by any means.
  • service A business code of the service provider A
  • service B operator code of the service provider B
  • the distribution control server 10 stores the acquired personal identification code in the user information database.
  • the service provider accumulates the data generated by providing the service to the user. For example, as shown in FIG. 5, when the service provider A performs a health diagnosis of users U1 to U3, the measurement result (weight, BMI, etc.) and the diagnosis result (disease name, etc.) at that time are given to each user. Notify and accumulate these data for each user.
  • Service provider A stores the personal identification code of each user in association with the data obtained as a result of providing the service.
  • the service A server 20-1 stores the personal identification code of each of the users U1 to U3 in association with the measurement result (BMI or the like) and the diagnosis result by using the “accumulation database”. The details of the storage database will be described later.
  • the service provider transmits "location information" to the distribution control server 10 every time data (data generated as a result of service provision) is accumulated.
  • the location information is information on the storage location of the data accumulated in the service provider (data storage entity; service provider) and the like.
  • the location information includes a personal identification code, a business operator code, the type of accumulated data, and the like.
  • the distribution control server 10 stores the acquired location information in the "location information database". Details of the location information database will be described later.
  • the database stores the personal identification code, the business operator code, and the data type in association with each other.
  • a service provider who wishes to acquire data accumulated by another service provider (data generated as a result of another service provider providing a service to a user) acquires the data by "sharing".
  • Service provider B (service B server 20-2) transmits a "sharing request" to the distribution control server 10 (S1).
  • the distribution control server 10 identifies a data distribution target person (user U1) and a data storage person (service provider A) to be distributed based on the sharing request.
  • the distribution control server 10 transmits an inquiry regarding data sharing to the terminal 30 possessed by the specified target user (user U1) (S2).
  • the terminal 30 that has received the data sharing inquiry acquires the user's intention regarding data sharing.
  • the terminal 30 acquires the intention of the user U1 by using a GUI (Graphical User Interface).
  • GUI Graphic User Interface
  • the terminal 30 displays and uses a GUI with the content such as "By sharing the data of the service provider A to the service provider B, you can receive a better service. Do you want to share it?" Acquire the intention of the person (agree or disagree with data sharing).
  • the terminal 30 transmits a response to a data sharing inquiry (agreeing to data sharing or refusing to share data) to the distribution control server 10 (S3).
  • the distribution control server 10 transmits a sharing instruction to the data storage person (service provider A) (S4).
  • the service provider A (service A server 20-1) refers to the storage database and specifies the data (for example, body fat percentage) of the user U1 as the designated data sharing destination, the service B server 20. Send to -2 (S5).
  • the intermediary company plans the service to be proposed to the user. For example, plan a service such as "health slimming service”.
  • the intermediary company defines the parameters used to realize the planning service (hereinafter referred to as personal status parameters). For example, “achievement level”, “risk”, “enjoyment”, “life” and the like are defined as personal state parameters.
  • the personal state parameter is a parameter considered in determining the service to be proposed to the user.
  • the intermediary company identifies the data types that make up the personal status parameters. For example, specify data types such as "BMI” for achievement, “age” for risk, “sports experience” for “enjoyment”, and “working hours” for life. In this way, the intermediary company determines the data type (data type representing the personal state parameter) corresponding to the personal state parameter.
  • the intermediary company defines the category of the service provider that proposes to realize the planned service (for example, health slimming service).
  • the service provider for example, health slimming service.
  • “slimming by exercise” and “slimming by supplements” can be considered as means for losing weight in good health, so the categories of service providers that can provide these two means are determined.
  • a “sports gym” is exemplified, and in the latter example, a "supplement store” is exemplified.
  • the intermediary company conducts hearings from service providers belonging to the determined category, and defines the services that can be provided by each service provider by "service parameters". For example, the intermediary determines service parameters for each service provider, as shown in FIGS. 7A and 7B.
  • the intermediary and each service provider decide on the combination of the customer category and the recommended service menu.
  • customer categories and recommended menus as shown in FIGS. 8A, 8B, 9A, and 9B are generated.
  • Customer categories are defined based on user attributes.
  • FIG. 8A is an example of the customer category and service menu determined by the sports gym A and the intermediary.
  • FIG. 8B is an example of the customer category and service menu determined by the sports gym B and the intermediary.
  • FIG. 9A is an example of the customer category and service menu determined by the supplement X and the intermediary.
  • FIG. 9B is an example of the customer category and service menu determined by the supplement Y and the intermediary.
  • the intermediary generates a matching model.
  • a matching model is generated that outputs the details (service category, service provider, service menu) of the proposed service when the personal state parameters (body fat percentage, BMI, etc.) are input.
  • a matching model may be generated by machine learning using a learning model in which labels (proposed service category, service provider, service menu) are added to personal state parameters.
  • the intermediary company implements the generated matching model on the intermediary server 21.
  • the intermediary company (intermediary server 21) is ready to propose (recommend) the service category, service provider, and service menu suitable for the user's request.
  • the user operates the terminal 30 to access the intermediary server 21 and acquires information on a service (for example, a health slimming service) planned by the intermediary.
  • a service for example, a health slimming service
  • the user selects a planning service (for example, a health slimming service) based on the acquired information and requests a service proposal (S11).
  • the intermediary server 21 acquires the data type (for example, body fat percentage, BMI, etc.) of the personal state parameter used for the planned service from the service server 20 by "sharing" (for example). S12).
  • the data type for example, body fat percentage, BMI, etc.
  • the intermediary server 21 inputs the acquired data (user's body fat percentage, BMI, etc.) into the matching model, and acquires the recommended service category, service provider, and service menu.
  • the intermediary server 21 issues a "service use pass" including a customer category, an acquired service category, a service provider, a service menu provided by the service provider, and the like to a user (user terminal 30) (S13).
  • the user operates the terminal 30 to confirm the issued service usage pass.
  • the user goes to the service provider listed on the service usage pass and presents the service usage pass to the service provider.
  • sports gym A is proposed as a service provider.
  • the user presents the service use pass to the gym server 22 of the sports gym A (S14).
  • the service provider sports gym A
  • the service provider provides services to users (S15).
  • the user receives the service proposed by the intermediary.
  • the service provider who provided the service to the user who presents the service usage pass stores (accumulates) the fact as a "service usage record".
  • the "customer category" is described in the service usage pass.
  • the service provider presented with the service usage pass can grasp the characteristics of the user in advance by browsing the customer category.
  • the intermediary server 21 acquires the "service usage record" accumulated by the service provider by “sharing” at regular intervals or at a predetermined timing (S16).
  • the intermediary server 21 charges the service provider a fee (customer transfer fee) (S17).
  • the user who has received the service provided by the intermediary server 21 can input the evaluation to the intermediary server 21.
  • the intermediary server 21 may acquire data (for example, BMI, etc.) related to a part of personal state parameters (for example, achievement level) by "sharing" and evaluate the proposed service.
  • the intermediary server 21 may notify the service provider of the evaluation result of the service.
  • the service provider improves the service based on the evaluation result.
  • the distribution control server 10 controls data sharing between service providers.
  • the service server 20 stores data generated when the first service provider provides a service to a user.
  • the intermediary server 21 is equipped with a matching model that outputs a service category, a service provider, and a service menu when an individual state parameter used for realizing a service planned by an intermediary is input.
  • the intermediary server 21 acquires the user's personal state parameters from the service server 20 by data sharing, and proposes to the user the result (details of the proposed service) obtained by inputting the acquired personal state parameters into the matching model. do.
  • the intermediary server 21 issues a service use path including the details of the service proposed to the user to the user.
  • the gym server 22 (the second service server managed by the second service provider) provides the service to the user who presents the service use path issued by the intermediary server 21, the gym server 22 provides the service to the user. Memorize the facts as a service usage record.
  • the intermediary server 21 acquires the service usage record from the gym server 22 by data sharing, the intermediary server 21 charges the second service provider for the customer transfer fee.
  • FIG. 11 is a diagram showing an example of a processing configuration (processing module) of the distribution control server 10 according to the first embodiment.
  • the distribution control server 10 includes a communication control unit 201, a user registration unit 202, a personal identification code management unit 203, a location information management unit 204, a data distribution control unit 205, and a storage unit 206. And.
  • the communication control unit 201 is a means for controlling communication with other devices. For example, the communication control unit 201 receives data (packets) from the service server 20. Further, the communication control unit 201 transmits data to the service server 20. The communication control unit 201 delivers the data received from the other device to the other processing module. The communication control unit 201 transmits the data acquired from the other processing module to the other device. In this way, the other processing module transmits / receives data to / from the other device via the communication control unit 201.
  • the user registration unit 202 is a means for realizing the above-mentioned user registration (user system registration).
  • the user registration unit 202 acquires personal information (name, contact information, etc.) from the user's terminal 30.
  • the user registration unit 202 When the user registration unit 202 acquires the personal information, it generates a user ID for identifying the user. For example, the user registration unit 202 assigns a unique value to each user's system registration and uses it as a user ID.
  • the user registration unit 202 stores the user ID and personal information in the user information database (see FIGS. 12A and 12B). For example, when the user is registered for the user U1, the entry shown at the bottom of FIG. 12A is added.
  • the user registration unit 202 transmits the generated user ID to the terminal 30.
  • the personal identification code management unit 203 is a means for managing the "personal identification code" transmitted and received between the distribution control server 10 and the service server 20.
  • the personal identification code management unit 203 transmits information (for example, a name) that identifies a user whose user registration has been completed to each service provider (service server 20) at regular or predetermined timings.
  • the personal identification code management unit 203 receives user information from the service server 20 in response to the transmission of the name. As described above, the user information includes a personal identification code and a business operator code. The personal identification code management unit 203 stores the acquired personal identification code in the corresponding business operator code field of the user information database.
  • the service A server 20-1 sends the user information to the distribution control server 10 as a response to the presented name. Send.
  • the personal identification code management unit 203 extracts the personal identification code of the user U1 and the business operator code of the service provider A from the user information, and stores the personal identification code in the user information database.
  • "IDA1" is set as the personal identification code of the user U1 in the service A field (field of the service provider A) in the entry at the bottom of the user information database shown in FIG. 12B.
  • the personal identification code management unit 203 stores the user ID of the user and the personal identification code generated by each service provider (service server 20) in association with each other. Since the personal identification code generated differs depending on the service provider, the user information database stores the personal identification code for each service provider.
  • the location information management unit 204 is a means for managing the location information acquired from the service provider.
  • the location information management unit 204 stores the location information acquired from each service server 20 in the location information database (see FIG. 13). As shown in FIG. 13, the location information database stores the personal identification code, the business operator code, and the data type in association with each other.
  • the data distribution control unit 205 is a means for controlling data distribution by "sharing".
  • the data distribution control unit 205 receives the sharing request from the service server 20.
  • the sharing request includes the personal identification code of the user whose data is to be acquired, the business code of the sender of the sharing request, and the type of data desired to be acquired.
  • the personal identification code generated by the service B server 20-2 for the user U1 the business code of the service business operator B, and the "body fat percentage" as the data type are included in the sharing request.
  • the data distribution control unit 205 identifies the target person for data distribution based on the personal identification code and the business operator code included in the sharing request. Specifically, the data distribution control unit 205 refers to the user information database shown in FIGS. 12A and 12B and identifies the target person. In the above example, when a sharing request including the personal identification code of "IDB1" is received from the service provider B, the data distribution control unit 205 indicates that the user U1 is the target person for data distribution from the entry at the bottom of FIG. 12B. Know that there is.
  • the data distribution control unit 205 identifies the service provider that stores the necessary data using the personal identification code of the specified user and the data type included in the sharing request. Specifically, the data distribution control unit 205 refers to the location information database shown in FIG. 13 and identifies a service provider that stores data corresponding to the data type included in the sharing request. In the above example, the service provider A is specified based on the personal identification code "IDA1" of the user U1 and the data type "body fat percentage" included in the sharing request.
  • the data distribution control unit 205 will not be able to share the data with the sender of the sharing request. Send a negative response to indicate.
  • a negative response is transmitted to the service B server 20-2.
  • the data distribution control unit 205 makes an inquiry regarding data sharing to the specified target person.
  • the data distribution control unit 205 transmits the above inquiry to the contact information of the specified target person.
  • the above inquiry is transmitted to the terminal 30 possessed by the user U1.
  • the data sharing inquiry includes information such as the data sharing request source, the data accumulator, and the data type to be shared.
  • the service provider B is set as the request source for data sharing
  • the service provider A is set as the data accumulator
  • the "body fat percentage" is set as the data type to be shared.
  • the data distribution control unit 205 receives a response to a data sharing inquiry from the terminal 30.
  • the data distribution control unit 205 If the user refuses to share the data, the data distribution control unit 205 notifies the data sharing requester to that effect. In the above example, the data distribution control unit 205 transmits a negative response to the sharing request to the service B server 20-2.
  • the data distribution control unit 205 sends a sharing instruction to the data accumulator.
  • the sharing instruction is transmitted to the service A server 20-1 of the service provider A, which is the data accumulator.
  • the sharing instruction includes the personal identification code generated by the data accumulator, the information about the data sharing destination, and the data type to be shared.
  • a sharing instruction including the personal identification code "IDA1" of the user U1, the address of the service B server 20-2, and the data type "body fat percentage" is transmitted to the service A server 20-1.
  • the data distribution control unit 205 transmits a sharing instruction including the personal identification code of the user (target person) who has consented to the data sharing and the personal identification code generated by the data accumulator.
  • the storage unit 206 stores information necessary for the operation of the distribution control server 10.
  • FIG. 14 is a diagram showing an example of a processing configuration (processing module) of the service server 20 according to the first embodiment.
  • the service server 20 includes a communication control unit 301, a personal identification code generation unit 302, a sharing request unit 303, a data storage unit 304, a data distribution unit 305, and a storage unit 306. ..
  • the communication control unit 301 is a means for controlling communication with other devices. For example, the communication control unit 301 receives data (packets) from the distribution control server 10. Further, the communication control unit 301 transmits data to the distribution control server 10. The communication control unit 301 delivers the data received from the other device to the other processing module. The communication control unit 301 transmits the data acquired from the other processing module to the other device. In this way, the other processing module transmits / receives data to / from the other device via the communication control unit 301.
  • the personal identification code generation unit 302 is a means for generating a personal identification code. When providing a service to a new customer, the personal identification code generation unit 302 generates the personal identification code of the customer.
  • the personal identification code generation unit 302 transmits the corresponding user information in response to receiving the user's name from the distribution control server 10.
  • the user information includes a personal identification code and a business operator code.
  • the sharing request unit 303 is a means for requesting the distributor to "share" the user's data.
  • the sharing request unit 303 transmits the sharing request to the distribution control server 10. Specifically, the sharing request unit 303 transmits a sharing request including the personal identification code of the user to be acquired, the business operator code of the own device, and the type of data desired to be acquired to the distribution control server 10. ..
  • the data storage unit 304 is a means for storing data generated as a result of providing a service to a user.
  • the data storage unit 304 stores the personal identification code of the user and the data generated as a result of providing the service to the user in the storage database in association with each other (see FIG. 15).
  • the data storage unit 304 stores the information of the generated data in the fields according to the type of the generated data.
  • FIG. 15 shows an example of a storage database built on a service server 20 installed in a medical institution (hospital or the like that provides a health examination service).
  • the data storage unit 304 transmits the location information to the distribution control server 10 each time the data is stored in the storage database. For example, in the example of FIG. 15, when the service is provided to the user U1 of the personal identification code "IDA1" and the body fat percentage is measured, the personal identification code “IDA1", the business code “service A”, and the data type “body” are obtained. Location information including "fat percentage” is transmitted to the distribution control server 10.
  • the data distribution unit 305 is a means for realizing data distribution by "sharing”.
  • the data distribution unit 305 processes the "sharing instruction" received from the distribution control server 10.
  • the data distribution unit 305 refers to the storage database and identifies the personal identification code included in the sharing instruction and the entry corresponding to the data type. For example, when receiving a sharing instruction including the personal identification code "IDA1" and the data type "body fat percentage", the data distribution unit 305 identifies the entry shown at the top of FIG.
  • the data distribution unit 305 transmits the accumulated data described in the corresponding data type field of the specified entry to the data sharing destination specified by the sharing instruction.
  • the body fat percentage "BF1%" is transmitted to the service B server 20-2.
  • the storage unit 306 stores information necessary for the operation of the service server 20.
  • the intermediary server 21 is one of the service servers 20 and includes the functions of the service server 20. Further, the intermediary server 21 includes the processing module shown in FIG.
  • the intermediary server 21 includes a communication control unit 411 and the like like the service server 20, and further includes a selection service acquisition unit 401, a service proposal unit 402, and a proposal service management unit 403.
  • the selection service acquisition unit 401 is a means for acquiring the service desired by the user among the services planned by the intermediary (for example, health slimming service, etc.).
  • the selection service acquisition unit 401 acquires the planning service desired by the user by using an arbitrary means. For example, the selection service acquisition unit 401 displays a GUI that displays a list of planning services on the user's terminal 30, and acquires the service desired by the user.
  • the service proposal unit 402 is a means for proposing services of other companies that match the planning service desired by the user.
  • the service proposal unit 402 acquires the personal status parameter used for the planning service selected by the user by "sharing". For example, when the user selects the health slimming service, the service proposal unit 402 shares and acquires the personal condition parameters (for example, body fat percentage, BMI, etc.) shown in FIGS. 8A and 8B.
  • the personal condition parameters for example, body fat percentage, BMI, etc.
  • the service proposal unit 402 inputs the acquired personal status parameters into the matching model prepared in advance by the intermediary.
  • the service proposal unit 402 acquires the service category, the service provider, and the service menu according to the personal state parameter of the user from the matching model.
  • the service proposal unit 402 determines the customer category of the user based on the acquired personal information parameters. For example, in the example of FIG. 8A, if the user is a male, the body fat percentage is A1% or more, and the BMI is A2 or more, the service proposal unit 402 sets the customer category of the user to "type A2". Set.
  • the service proposal unit 402 generates a service usage path related to the service proposed to the user. Specifically, the service proposal unit 402 generates a service usage path including a usage path ID, a customer category, a proposed service category, a service provider, and a service menu.
  • the usage path ID is identification information that uniquely defines the generated service usage path.
  • a service usage pass is generated in which the customer category is "Type A2", the service category is "Sports Gym”, the service provider is “Sports Gym A”, and the service menu is "Advanced Course”. ..
  • the service proposal unit 402 stores the generated service use path and the user's personal identification code in association with each other in the storage unit 306.
  • the service proposal unit 402 issues the generated service use path to the user by using an arbitrary means.
  • the service proposal unit 402 may send the service use path to an e-mail address that can be received by the terminal 30.
  • the service proposal unit 402 may convert the service use path into a two-dimensional code or the like and display the two-dimensional code.
  • the user may operate the terminal 30 to take a picture of the two-dimensional code and acquire the service use path.
  • the proposal service management unit 403 is a means for managing the service proposed to the user.
  • the proposed service management unit 403 acquires the service usage record from the service provider (for example, the gym server 22) by "sharing" on a regular basis or at a predetermined timing.
  • the proposal service management unit 403 charges the service provider (sports gym A, gym server 22) for the customer transfer fee.
  • the communication control unit 411 includes a distribution control server 10 that controls data sharing between service providers, and a first service server 20 that stores data generated by the first service provider providing services to users. ,connect.
  • the gym server 22 is one of the service servers 20 and includes the functions of the service server 20. Further, the gym server 22 includes the processing module shown in FIG. In FIG. 17, the communication control unit 301 and the like are not shown.
  • the gym server 22 further includes a service use path acquisition unit 501 and a service management unit 502.
  • the service use pass acquisition unit 501 is a means for acquiring a service use pass from a user.
  • the service use pass acquisition unit 501 acquires the service use pass presented by the user by using an arbitrary means.
  • the service use pass acquisition unit 501 receives an e-mail from the user's terminal 30 and acquires the service use pass.
  • the service use path acquisition unit 501 may acquire the service use path by photographing the two-dimensional code (the two-dimensional code to which the service use path is converted) displayed by the terminal 30.
  • the service management unit 502 is a means for recording the services provided according to the service usage path. If the service use path presented by the user is proposed to itself, the service management unit 502 stores the service use path as a "service use record" in the storage database.
  • the service management unit 502 When the service management unit 502 receives the request for the customer transfer fee from the intermediary server 21, the service management unit 502 pays the customer transfer fee.
  • FIG. 18 is a diagram showing an example of a processing configuration (processing module) of the terminal 30 according to the first embodiment.
  • the terminal 30 includes a communication control unit 601, a personal information input unit 602, an inquiry processing unit 603, a service selection unit 604, a service use path management unit 605, and a storage unit 606. ..
  • the communication control unit 601 is a means for controlling communication with other devices. For example, the communication control unit 601 receives data (packets) from the distribution control server 10. Further, the communication control unit 601 transmits data to the distribution control server 10. The communication control unit 601 delivers the data received from the other device to the other processing module. The communication control unit 601 transmits the data acquired from the other processing module to the other device. In this way, the other processing module transmits / receives data to / from the other device via the communication control unit 601.
  • the personal information input unit 602 is a means for inputting personal information to the distribution control server 10 at the time of user registration.
  • the personal information input unit 602 inputs personal information (name, contact information, etc.) to the distribution control server 10 by any means.
  • the personal information input unit 602 acquires the personal information using the GUI and transmits it to the distribution control server 10.
  • the personal information input unit 602 stores the user ID issued from the distribution control server 10 in the storage unit 606.
  • the inquiry processing unit 603 is a means for processing an inquiry received from the distribution control server 10 at the time of data distribution by sharing.
  • the inquiry processing unit 603 acquires the user's intention (agreement or disagreement with data transmission) by using a GUI that matches the content of the inquiry.
  • the inquiry processing unit 603 transmits a response including the intention of the user to the distribution control server 10.
  • the service selection unit 604 is a means that enables the user of the planning service presented by the intermediary server 21 to make a selection.
  • the service selection unit 604 acquires a list of planning services and the like from the intermediary server 21, and displays a GUI and the like including the list.
  • the service selection unit 604 notifies the intermediary server 21 of the planning service selected by the user.
  • the service use path management unit 605 acquires the service use pass issued from the intermediary server 21 and presents the service use pass to the service provider.
  • the storage unit 606 stores information necessary for the operation of the terminal 30.
  • FIG. 19 is a sequence diagram showing an example of the operation of the information distribution system according to the first embodiment. With reference to FIG. 19, the system operation when the intermediary company proposes the planning service to the user will be described.
  • the intermediary server 21 acquires information on the planning service selected by the user from the user's terminal 30 (step S101).
  • the intermediary server 21 acquires the personal status parameter corresponding to the planning service selected by the user by "sharing" (step S102). For example, if it is necessary to acquire the body fat percentage of the user U1, the intermediary server 21 uses the personal identification code of the user U1 generated by the intermediary server 21, the operator code of the intermediary, and the data type (body fat percentage). A sharing request including the above is transmitted to the distribution control server 10.
  • the intermediary server 21 inputs the personal status parameter into the matching model prepared in advance, and acquires the details of the proposed service (service category, service provider, service menu) (step S103).
  • the intermediary server 21 issues a service use pass to the user (user's terminal 30) (step S104).
  • the terminal 30 presents the service use pass to the gym server 22 (step S105).
  • the gym server 22 (the proposed service provider's service server 20) acquires a service usage pass from the user.
  • the gym server 22 When the service is provided to the user, the gym server 22 accumulates the service usage record (step S106).
  • the intermediary server 21 acquires the service usage record of the user (the user who proposed the service of another company) by "sharing" on a regular basis or at a predetermined timing (step S107).
  • the intermediary server 21 transmits a sharing request regarding the service usage record to the distribution control server 10.
  • the intermediary server 21 charges the gym server 22 for the customer transfer fee (step S108).
  • the intermediary server 21 makes a proposal regarding the service (service of another company) to the user.
  • the intermediary server 21 acquires user data (data corresponding to personal state parameters) scattered in various places (each service provider) of the information distribution system by "sharing".
  • the intermediary server 21 proposes a service suitable for the user by inputting the acquired personal state parameter into a matching model prepared in advance. As a result, the convenience of users who participate in the information distribution system is improved.
  • the intermediary company proposes the service of another company to the user has been described.
  • improving the utilization rate of the proposed service will be described. That is, in the second embodiment, the realization of improvement in matching accuracy (probability of actually selecting the proposed service) will be described.
  • the description corresponding to FIG. 2 will be omitted. Further, since the processing configurations of the distribution control server 10, the service server 20, and the terminal 30 according to the second embodiment can be the same as those of the first embodiment, the description thereof will be omitted.
  • FIG. 20 is a diagram showing an example of a processing configuration (processing module) of the intermediary server 21 according to the second embodiment.
  • the matching rate calculation unit 404 is added to the configuration according to the first embodiment.
  • the matching rate calculation unit 404 is a means for calculating the matching rate of each user. More specifically, the matching rate calculation unit 404 aggregates the evaluation results (proposal service usage results) of each user at regular or predetermined timings. The matching rate calculation unit 404 calculates the rate at which the proposed service is actually selected (hereinafter referred to as the matching rate) for each user. For example, if the service is proposed to the user U1 10 times and the user U1 actually receives the service as proposed 5 times, the matching rate of the user U1 is calculated to be 50%.
  • the matching rate calculation unit 404 calculates the matching rate from the history (number of times) of proposing services of other companies to the user and the history (number of times) of billing the service provider for the customer service fee for the user. can do.
  • the matching rate calculation unit 404 divides the users into groups and presents the information to the intermediary (employees of the intermediary, etc.). Specifically, the matching rate calculation unit 404 divides the group 1 into a group 1 in which the matching rate is equal to or higher than a predetermined value (threshold value) and a group 2 in which the matching rate is smaller than the predetermined value.
  • the matching rate calculation unit 404 calculates the ratio at which the proposed service is selected for each of the plurality of users as the matching rate. Further, the matching rate calculation unit 404 divides a plurality of users into groups based on the calculated matching rate, and outputs information (for example, name, etc.) of users belonging to each group.
  • the intermediary company conducts hearings from users belonging to group 2 with a low matching rate, and estimates the cause of the low matching rate (the cause of not selecting the proposed service). For example, the intermediary presumes that the lack of consideration of the "work schedule" is the cause of the low matching rate.
  • the intermediary company generates a matching model that includes the personal state parameter corresponding to the estimated cause as an input parameter as a "verification model".
  • the matching model may be generated by the intermediary server 21, or a matching model generated by another server may be input to the intermediary server 21.
  • the intermediary collects monitor users. It is desirable that the monitor users are collected from Group 1 and Group 2 in proportion to the number of users in each group.
  • the service proposal unit 402 of the intermediary server 21 proposes a service to the monitor user using the verification model.
  • the matching rate calculation unit 404 aggregates the evaluation results of each monitor user and calculates the matching rate by the verification model.
  • the service proposal unit 402 adopts the verification model as the matching model.
  • the verification model is discarded or further improvement (addition of personal state parameters, etc.) is performed.
  • the personal state parameter may be increased or decreased based on hearings from users belonging to a group whose matching rate is lower than a predetermined value, and a matching model for verification may be generated.
  • the intermediary may select the personal status parameter to be added to the input by hearing from all the users without grouping.
  • the matching model initially implemented in the intermediary server 21 is a matching model (verification model) regenerated by increasing or decreasing the personal state parameter (data type of the personal state parameter). Updated by. That is, the matching model is regenerated by adjusting the personal state parameters for each group consisting of a plurality of users. By such adjustment (adjustment of personal condition parameters commonly used by each user belonging to the group), the result (matching rate) by the matching model used for the service proposal is improved.
  • the matching accuracy is further improved by generating the optimum matching model for the individual user.
  • the intermediary company As a paid service, the intermediary company generates an optimal matching model for each individual user and proposes another company's service using the optimal matching model.
  • the matching model generated by the intermediary is updated by "automatic additional learning" will be described.
  • the configuration of the information distribution system according to the third embodiment can be the same as that of the first embodiment, the description corresponding to FIG. 2 will be omitted. Further, since the processing configurations of the distribution control server 10, the service server 20, and the terminal 30 according to the third embodiment can be the same as those of the first embodiment, the description thereof will be omitted.
  • FIG. 21 is a diagram showing an example of a processing configuration (processing module) of the intermediary server 21 according to the third embodiment.
  • the additional learning unit 405 is added to the configuration according to the first embodiment.
  • the selection service acquisition unit 401 receives a request from a user for optimization (individualization) of the matching model of the user.
  • the additional learning unit 405 is a means for performing automatic additional learning and optimizing the matching model.
  • the additional learning unit 405 describes a case where the matching model for the user U1 is optimized.
  • the additional learning unit 405 branches the matching model for the user U1 from the existing matching model (the initially implemented matching model).
  • the additional learning unit 405 manages the branched matching model as a model dedicated to the user U1.
  • the additional learning unit 405 updates the matching model of the branched user U1 by automatic additional learning
  • the additional learning unit 405 attaches importance to the achievement (achievement degree, matching rate) of the user U1 to the learning data more than the achievements of other users. Generate. Specifically, the weight on the achievements of the additional learning unit 405 and the user U1 is made larger than the weight on the achievements of other users, and learning data for updating the matching model is generated.
  • the additional learning unit 405 updates the matching model for the user U1 by using the generated learning data.
  • the additional learning unit 405 may update the matching model by using the existing automatic additional learning function. That is, the additional learning unit 405 may update the matching model dedicated to the user U1 by using the result of the service proposed to the user U1 as learning data based on the matching model before branching.
  • the intermediary server 21 branches the matching model for those who wish to improve the service from the initially implemented matching model.
  • the intermediary server 21 updates the branched matching model by automatic additional learning. That is, in the third embodiment, in order to further improve the accuracy of the service proposal, the individual state parameter is adjusted for each user (parameter adjustment for each individual; the individual state parameter is adjusted for one user, and the matching model is used. Is played).
  • FIG. 22 is a diagram showing an example of the hardware configuration of the intermediary server 21.
  • the intermediary server 21 can be configured by an information processing device (so-called computer), and includes the configuration illustrated in FIG. 22.
  • the intermediary server 21 includes a processor 311, a memory 312, an input / output interface 313, a communication interface 314, and the like.
  • the components such as the processor 311 are connected by an internal bus or the like so that they can communicate with each other.
  • the configuration shown in FIG. 22 does not mean to limit the hardware configuration of the intermediary server 21.
  • the intermediary server 21 may include hardware (not shown), or may not include an input / output interface 313 if necessary.
  • the number of processors 311 and the like included in the intermediary server 21 is not limited to the example shown in FIG. 22, and for example, a plurality of processors 311 may be included in the intermediary server 21.
  • the processor 311 is a programmable device such as a CPU (Central Processing Unit), an MPU (Micro Processing Unit), and a DSP (Digital Signal Processor). Alternatively, the processor 311 may be a device such as an FPGA (Field Programmable Gate Array) or an ASIC (Application Specific Integrated Circuit). The processor 311 executes various programs including an operating system (OS).
  • OS operating system
  • the memory 312 is a RAM (RandomAccessMemory), a ROM (ReadOnlyMemory), an HDD (HardDiskDrive), an SSD (SolidStateDrive), or the like.
  • the memory 312 stores an OS program, an application program, and various data.
  • the input / output interface 313 is an interface of a display device or an input device (not shown).
  • the display device is, for example, a liquid crystal display or the like.
  • the input device is, for example, a device that accepts user operations such as a keyboard and a mouse.
  • the communication interface 314 is a circuit, module, etc. that communicates with other devices.
  • the communication interface 314 includes a NIC (Network Interface Card) and the like.
  • the function of the intermediary server 21 is realized by various processing modules.
  • the processing module is realized, for example, by the processor 311 executing a program stored in the memory 312.
  • the program can also be recorded on a computer-readable storage medium.
  • the storage medium may be a non-transient such as a semiconductor memory, a hard disk, a magnetic recording medium, or an optical recording medium. That is, the present invention can also be embodied as a computer program product.
  • the program can be downloaded via a network or updated using a storage medium in which the program is stored.
  • the processing module may be realized by a semiconductor chip.
  • the distribution control server 10, the service server 20, the gym server 22, the terminal 30, and the like can also be configured by the information processing device in the same manner as the intermediary server 21, and the basic hardware configuration thereof is different from that of the intermediary server 21. Since there is no such thing, the explanation is omitted.
  • the intermediary server 21 is equipped with a computer, and the function of the intermediary server 21 can be realized by causing the computer to execute a program. Further, the intermediary server 21 executes the service proposal method by the program.
  • the distribution control server 10 includes a user information database and the like has been described.
  • these databases may be built on a database server different from the distribution control server 10.
  • the information distribution system may include various means (for example, data distribution control unit 205, etc.) described in the above embodiment.
  • the distribution control server 10 is notified of the personal identification code of the user who uses the service provider for the first time.
  • the user's name is transmitted from the distribution control server 10 to the service provider, and the personal identification code is notified to the distribution control server 10 in a format corresponding to the transmission of the name.
  • the user ID of the user may be used.
  • the user presents the user ID to the service provider who uses it for the first time.
  • the service provider (service server 20) transmits the user information including the user's personal identification code, the operator code, and the presented user ID to the distribution control server 10.
  • the distribution control server 10 may identify the user for whom the personal identification code has been generated based on the user ID included in the user information.
  • each device distributed control server 10, service server 20, terminal 30, transaction server 40, terminal 50
  • the form of data transmission / reception between these devices is not particularly limited, but the data transmitted / received between these devices may be encrypted. ..
  • the matching model implemented in the intermediary server 21 has described the case where the service category, the service provider, and the service menu are output when the personal status parameter is input. However, the matching model implemented in the intermediary server 21 does not have to output the service category.
  • the matching model may output at least the service provider and the service menu.
  • the intermediary company that manages and operates the intermediary server 21 plans the service has been described, but another business operator different from the intermediary company may plan the service. That is, the personal state parameter input to the matching model implemented in the intermediary server 21 can be a predetermined parameter used for realizing the service planned by the intermediary company or another company.
  • each embodiment may be used alone or in combination. For example, it is possible to replace a part of the configuration of the embodiment with the configuration of another embodiment, or to add the configuration of another embodiment to the configuration of the embodiment. Further, it is possible to add, delete, or replace a part of the configuration of the embodiment with another configuration.
  • the present invention is suitably applicable to an information distribution system or the like in which the data accumulated by the service provider is the target of distribution.
  • [Appendix 1] A distribution control server that controls data sharing between service providers, A first service server that stores data generated by the first service provider providing services to users, and An intermediary server with a matching model that outputs at least the service provider and service menu when a given personal status parameter is entered. Including The intermediary server acquires the personal state parameter of the user from the first service server by the data sharing, and inputs the acquired personal state parameter into the matching model, so that the user obtains the result. Propose to the system.
  • [Appendix 2] The system according to Appendix 1, wherein the intermediary server issues a service use path including details of the service proposed to the user to the user.
  • [Appendix 3] Including a second service server managed by a second service provider,
  • the second service server when providing a service to a user who presents the service use path issued by the intermediary server, stores the fact that the service is provided to the user as a service use record, as described in Appendix 2.
  • System. [Appendix 4] The system according to Appendix 3, wherein the intermediary server charges the second service provider for a customer transfer fee when the service usage record is acquired from the second service server by the data sharing.
  • [Appendix 5] The system according to any one of Supplementary note 1 to 4, wherein the matching model implemented in the intermediary server is updated by the matching model regenerated by increasing or decreasing the personal state parameter.
  • [Appendix 6] The system according to Appendix 5, wherein the matching model is regenerated for each group of a plurality of users or for one user with the personal state parameters adjusted.
  • the intermediary server Propose the service to a plurality of the users, The ratio of the proposed service selected for each of the plurality of users is calculated as the matching rate.
  • [Appendix 8] The system according to Appendix 7, wherein the increase / decrease of the personal state parameter is performed based on a hearing from a user belonging to a group whose matching rate is lower than a predetermined value.
  • the intermediary server is described in any one of Supplementary notes 1 to 8, wherein the intermediary server branches a matching model for a person who wants to improve the service from the implemented matching model, and updates the branched matching model by automatic additional learning.
  • System. [Appendix 10] A communication control unit that communicates with a distribution control server that controls data sharing between service providers and a first service server that stores data generated by the first service provider providing services to users. , A service proposal unit that proposes a service to the user by using a matching model that outputs at least a service provider and a service menu when a predetermined personal status parameter is input.
  • server. An intermediary that proposes to the user the result obtained by acquiring the personal state parameter of the user from the first service server by the data sharing and inputting the acquired personal state parameter into the matching model.
  • a predetermined personal state communicates with a distribution control server that controls data sharing between service providers and a first service server that stores data generated by the first service provider providing services to users.
  • the personal state parameter of the user is acquired from the first service server by the data sharing, and the personal state parameter is acquired from the first service server.
  • a service proposing method that proposes to the user the result obtained by inputting the acquired personal state parameter into the matching model.
  • a predetermined personal state communicates with a distribution control server that controls data sharing between service providers and a first service server that stores data generated by the first service provider providing services to users.
  • a parameter is entered, at least the computer installed in the intermediary server, which has a matching model that outputs the service provider and service menu, A process of acquiring the personal state parameter of the user from the first service server by the data sharing, and A process of proposing to the user the result obtained by inputting the acquired personal state parameter into the matching model, and A program to execute.

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Abstract

La présente invention concerne un système permettant d'améliorer la commodité pour un utilisateur qui participe à un système de distribution d'informations. Le système comprend un serveur de commande de distribution, un premier serveur de service et un serveur intermédiaire. Le serveur de commande de distribution commande le partage de données entre des fournisseurs de services. Le premier serveur de service stocke des données générées par un premier fournisseur de services fournissant un service à l'utilisateur. Le serveur intermédiaire présente un modèle de mise en correspondance mis en œuvre pour délivrer au moins un fournisseur de service et un menu de service en réponse à l'entrée d'un paramètre d'état personnel prédéterminé. Le serveur intermédiaire acquiert le paramètre d'état personnel de l'utilisateur à partir du premier serveur de service par le biais d'un partage de données, et propose, à l'utilisateur, un résultat obtenu par l'entrée du paramètre d'état personnel acquis dans le modèle de mise en correspondance.
PCT/JP2021/044026 2021-01-18 2021-12-01 Système, serveur intermédiaire, procédé de proposition de service et support d'enregistrement WO2022153699A1 (fr)

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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2015187764A (ja) * 2014-03-26 2015-10-29 住友商事株式会社 健康情報提供サーバ、プログラム及びシステム
JP2020060803A (ja) * 2018-10-04 2020-04-16 株式会社カネカ 健康情報処理方法、健康情報処理装置、コンピュータプログラム、及び学習モデル

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2015187764A (ja) * 2014-03-26 2015-10-29 住友商事株式会社 健康情報提供サーバ、プログラム及びシステム
JP2020060803A (ja) * 2018-10-04 2020-04-16 株式会社カネカ 健康情報処理方法、健康情報処理装置、コンピュータプログラム、及び学習モデル

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