JP2024063303A - Program, method, and information processing device - Google Patents

Abstract

[Problem] To provide a technology that can suggest supplements more appropriately based on a user's health condition [Solution] A program executed by a computer having a processor, the program causes the processor to execute a step of acquiring a result of a judgment of a user's health condition based on the result of a hair analysis of the user, and a step of suggesting supplements related to the user's health condition to the user based on the acquired judgment result of the health condition. [Selected Figure] Figure 9

Description

This disclosure relates to a program, a method, and an information processing device.

There is a technology known that analyzes minerals and other components contained in a user's hair.

Patent document 1 describes a technology that analyzes the amount of minerals contained in a customer's hair that has been cut at a beauty salon, and determines the amount of minerals that the customer is lacking.

JP 2021-092968 A

The technology disclosed in Patent Document 1 involves analyzing the amount of minerals contained in a user's hair, determining the difference between this amount and the amount of minerals required based on the user's information (height, age, weight), and then ordering supplements that will provide the missing minerals from a pharmaceutical company based on this difference.
However, the technology of Patent Document 1 merely provides supplements to compensate for the mineral deficiency of the user based on theoretical numerical values, and therefore cannot compensate for other nutrients required by the user, so there is a risk that the supplements provided may be deviated from the actual health condition of the user.
Therefore, there is a need for technology that can more appropriately suggest a wider range of supplements to users.

According to one embodiment, a program is provided that is executed by a computer having a processor, the program causing the processor to execute the steps of: acquiring a result of a determination of a user's health condition based on the result of a hair analysis of the user; and suggesting supplements related to the user's health condition based on the acquired result of the determination of the health condition.

This disclosure provides technology that can more appropriately suggest a wide range of supplements, etc. based on the user's health condition.

FIG. 2 is a block diagram showing the overall configuration of the system 1. FIG. 2 is a diagram showing the functional configuration of a terminal device 10. FIG. 2 is a diagram showing the functional configuration of the server 20. 1 shows a data structure of a user information database (DB) stored in a storage unit of a server 20. 1 shows the data structure of a supplement information database (DB) stored in the memory unit of the server 20. 11 is a flowchart showing a series of processes for obtaining a judgment result of a user's health condition based on the results of the user's hair analysis and suggesting supplements. 10 is a flowchart showing a series of processes when information about lifestyle habits is received from a user and stored in a storage unit. 11 is a flowchart showing a series of processes for obtaining a judgment result of a user's health condition based on the results of the user's hair analysis, displaying the result together with past results and lifestyle information, and suggesting supplements. This is an example of a screen that obtains a judgment result of the user's health condition based on the results of the user's hair analysis, displays it together with past results and information on lifestyle habits, and suggests supplements based on that information.

Hereinafter, an embodiment of the present invention will be described with reference to the drawings. In the following description, the same parts are given the same reference numerals. Their names and functions are also the same. Therefore, detailed descriptions thereof will not be repeated.

＜Overview＞
In the following embodiment, a technology is described that suggests supplements, etc. to a user based on the user's health condition determined from the results of a component analysis of the user's hair.
Here, there is no limitation on the devices etc. that may be used as appropriate when realizing the technology disclosed herein, and the devices etc. may be terminal devices such as smartphones or tablet terminals owned by the user, or may be presented from a stationary PC (Personal Computer).

There is a known technology that analyzes a user's hair to determine the amount of minerals that are lacking. However, in this system, the amount of minerals that are lacking is based on theoretical values calculated from the user's height, weight, and age. Therefore, if supplements are provided based on this information, there is a risk that they may not reflect the user's actual health condition.

Therefore, System 1 provides technology that more appropriately suggests a wide range of supplements and other products based on the user's health condition.

System 1 can be used, for example, in situations such as services that provide supplements (supplements, health equipment, health advice, etc.) based on a user's health condition. For example, system 1 is composed of a server and a terminal device (PC, smartphone, tablet device, etc.) used by the user, and the terminal device obtains from the server the results of a judgment of the user's health condition based on the results of a hair analysis of the user. The terminal device then presents to the user information on supplements, etc. that are suggested to the user based on the results of the judgment of the health condition.

<1 Overall system configuration>
FIG. 1 shows the overall configuration of a system 1 according to the first embodiment.

As shown in FIG. 1, system 1 includes multiple terminal devices (terminal device 10A and terminal device 10B are shown in FIG. 1. Hereinafter, they may be collectively referred to as "terminal device 10." Furthermore, multiple terminal devices 10C, etc. may also be included in the configuration) and a server 20. The terminal devices 10 and server 20 are connected for communication via a network 80.

The terminal device 10 is a device operated by each user. The terminal device 10 is realized by a mobile terminal such as a smartphone or tablet compatible with a mobile communication system. In addition, the terminal device 10 may be, for example, a stationary PC (Personal Computer) or a laptop PC. As shown as terminal device 10B in FIG. 1, the terminal device 10 includes a communication IF (Interface) 12, an input device 13, an output device 14, a memory 15, a storage unit 16, and a processor 19. The server 20 includes a communication IF 22, an input/output IF 23, a memory 25, a storage 26, and a processor 29.

The terminal device 10 is connected to the server 20 via the network 80 so as to be able to communicate with the server 20. The terminal device 10 is connected to the network 80 by communicating with communication devices such as a wireless base station 81 that supports communication standards such as 5G and LTE (Long Term Evolution) and a wireless LAN router 82 that supports wireless LAN (Local Area Network) standards such as IEEE (Institute of Electrical and Electronics Engineers) 802.11.

The communication IF 12 is an interface for inputting and outputting signals so that the terminal device 10 can communicate with external devices. The input device 13 is an input device (e.g., a touch panel, a touch pad, a pointing device such as a mouse, a keyboard, etc.) for receiving input operations from a user. The output device 14 is an output device (a display, a speaker, etc.) for presenting information to a user. The memory 15 is for temporarily storing programs and data processed by the programs, etc., and is a volatile memory such as a DRAM (Dynamic Random Access Memory). The storage unit 16 is a storage device for saving data, such as a flash memory or a HDD (Hard Disc Drive). The processor 19 is hardware for executing an instruction set described in a program, and is composed of an arithmetic unit, a register, peripheral circuits, etc.

The server 20 manages various information that is used when a user uses an application disclosed in the system 1 to receive suggestions for supplements, etc. The server 20 stores, for example, user information, information on candidate supplements suggested to the user, etc.

The communication IF 22 is an interface for inputting and outputting signals so that the server 20 can communicate with external devices. The input/output IF 23 functions as an interface with an input device for accepting input operations from the user and an output device for presenting information to the user. The memory 25 is for temporarily storing programs and data processed by the programs, etc., and is a volatile memory such as a DRAM (Dynamic Random Access Memory). The storage 26 is a storage device for saving data, such as a flash memory or a HDD (Hard Disc Drive). The processor 29 is hardware for executing a set of instructions written in a program, and is composed of an arithmetic unit, registers, peripheral circuits, etc.

In this embodiment, each device (terminal device, server, etc.) can also be considered as an information processing device. In other words, a collection of devices can be considered as one "information processing device," and system 1 can be formed as a collection of multiple devices. The method of allocating multiple functions required to realize system 1 according to this embodiment to one or multiple pieces of hardware can be appropriately determined in consideration of the processing capacity of each piece of hardware and/or the specifications required for system 1, etc.

<1.1 Configuration of terminal device 10>
FIG. 2 is a block diagram of the terminal device 10 constituting the system 1 of the first embodiment. As shown in FIG. 2, the terminal device 10 includes a plurality of antennas (antenna 111, antenna 112), wireless communication units (first wireless communication unit 121, second wireless communication unit 122) corresponding to each antenna, an operation reception unit 130 (including a touch-sensitive device 1301 and a display 1302), a voice processing unit 140, a microphone 141, a speaker 142, a position information sensor 150, a camera 160, a motion sensor 170, a storage unit 180, and a control unit 190. The terminal device 10 also has functions and configurations (e.g., a battery for holding power, a power supply circuit for controlling the supply of power from the battery to each circuit, etc.) that are not particularly shown in FIG. 2. As shown in FIG. 2, each block included in the terminal device 10 is electrically connected by a bus or the like.

The antenna 111 emits the signal emitted by the terminal device 10 as a radio wave. The antenna 111 also receives the radio wave from space and provides the received signal to the first wireless communication unit 121.

The antenna 112 emits the signal emitted by the terminal device 10 as a radio wave. The antenna 112 also receives the radio wave from space and provides the received signal to the second wireless communication unit 122.

The first wireless communication unit 121 performs modulation and demodulation processing and the like for transmitting and receiving signals via the antenna 111 so that the terminal device 10 can communicate with other wireless devices. The second wireless communication unit 122 performs modulation and demodulation processing and the like for transmitting and receiving signals via the antenna 112 so that the terminal device 10 can communicate with other wireless devices. The first wireless communication unit 121 and the second wireless communication unit 122 are communication modules including a tuner, an RSSI (Received Signal Strength Indicator) calculation circuit, a CRC (Cyclic Redundancy Check) calculation circuit, a high-frequency circuit, and the like. The first wireless communication unit 121 and the second wireless communication unit 122 perform modulation and demodulation and frequency conversion of wireless signals transmitted and received by the terminal device 10, and provide the received signals to the control unit 190.

The operation reception unit 130 has a mechanism for receiving input operations from the user. Specifically, the operation reception unit 130 is configured as a touch screen and includes a touch-sensitive device 1301 and a display 1302. The touch-sensitive device 1301 receives input operations from the user of the terminal device 10. The touch-sensitive device 1301 detects the user's touch position on the touch panel, for example, by using a capacitive touch panel. The touch-sensitive device 1301 outputs a signal indicating the user's touch position detected by the touch panel to the control unit 190 as an input operation. The terminal device 10 may also be provided with a keyboard (not shown) that can be physically input, and may receive the user's input operations via the keyboard.

The display 1302 displays data such as images, videos, and text in response to the control of the control unit 190. The display 1302 is realized, for example, by an LCD (Liquid Crystal Display) or an organic EL (Electro-Luminescence) display.

The audio processing unit 140 modulates and demodulates audio signals. The audio processing unit 140 modulates a signal provided by the microphone 141 and provides the modulated signal to the control unit 190. The audio processing unit 140 also provides the audio signal to the speaker 142. The audio processing unit 140 is realized, for example, by a processor for audio processing. The microphone 141 accepts audio input and provides an audio signal corresponding to the audio input to the audio processing unit 140. The speaker 142 converts the audio signal provided by the audio processing unit 140 into audio and outputs the audio to the outside of the terminal device 10.

The location information sensor 150 is a sensor that detects the location of the terminal device 10, and is, for example, a GPS (Global Positioning System) module. The GPS module is a receiving device used in a satellite positioning system. In the satellite positioning system, signals are received from at least three or four satellites, and the current location of the terminal device 10 equipped with the GPS module is detected based on the received signals. The location information sensor 150 may be a transmitting/receiving device based on a communication standard used in a short-range communication system between information devices. Specifically, the location information sensor 150 uses the 2.4 GHz band, such as a Bluetooth (registered trademark) module, to receive beacon signals from other information devices equipped with a Bluetooth (registered trademark) module.

The camera 160 is a device that receives light using a light receiving element and outputs the received light as a captured image. The camera 160 is, for example, a depth camera that can detect the distance from the camera 160 to a subject being photographed.
Furthermore, the camera 160 captures the body movements of the user who uses the terminal device 10. Specifically, for example, the camera 160 captures the movements of the user's mouth and each part of the face (eyes, eyebrows, etc.). The movements may be captured using any existing technology.

The motion sensor 170 is composed of a gyro sensor, an acceleration sensor, etc., and detects the inclination of the terminal device 10.

The storage unit 180 is configured, for example, from a flash memory, and stores data and programs used by the terminal device 10. In one aspect, the storage unit 180 stores user information 1801, avatar information 1802, wearable device information 1803, etc. The information may be held in the storage unit 180 of the terminal device 10, or may be stored as a database in the storage unit 202 of a server described below and acquired via the network 80.

User information 1801 includes information such as an ID for identifying a user, a user name, the user's contract status, and the number of purchases. Here, a user refers to a service user who is the target of recommendations of related supplements, etc. based on the health condition determined based on the results of a hair analysis. Details of the information included in the user information will be described later.

The control unit 190 controls the operation of the terminal device 10 by reading a program stored in the storage unit 180 and executing instructions contained in the program. The control unit 190 is, for example, an application processor. By operating according to the program, the control unit 190 fulfills the functions of an input operation reception unit 1901, a transmission/reception unit 1902, a data processing unit 1903, and a notification control unit 1904.

The input operation reception unit 1901 performs processing to receive a user's input operation on an input device such as the touch-sensitive device 131. The input operation reception unit 1901 determines the type of operation, such as whether the user's operation is a flick operation, a tap operation, or a drag (swipe) operation, based on information on the coordinates where the user touches the touch-sensitive device 1301 with a finger or the like.

The transmission/reception unit 1902 performs processing for the terminal device 10 to transmit and receive data to and from external devices such as the server 20 in accordance with a communication protocol.

The data processing unit 1903 performs calculations on the data received by the terminal device 10 according to a program, and outputs the calculation results to a memory or the like.

The data processing unit 1903 controls the processing for executing various processes based on the operations input by the user. For example, the data processing unit 1903 executes processing for controlling various operations of applications provided by the system 1 based on various input operations by the user received via the touch-sensitive device 1301.

The notification control unit 1904 performs processing to display the display image on the display 132, to output sound to the speaker 142, and to generate vibrations in the camera 160.

<1.2 Functional configuration of server 20>
Fig. 3 is a diagram showing the functional configuration of the server 20. As shown in Fig. 3, the server 20 fulfills the functions of a communication unit 201, a storage unit 202, and a control unit 203.

The communication unit 201 performs processing for the server 20 to communicate with external devices.

The storage unit 202 stores data and programs used by the server 20. The storage unit 202 stores a user information database 2021, a supplement information database 2022, etc.

The user information database 2021 is a database for storing various information about users who use the service and receive supplement suggestions. Details of each record stored in this database will be described later.

The supplement information database 2022 is a database for storing various information regarding candidates for supplements, etc. that may be suggested to the user. Details will be described later.

The control unit 203 is, for example, configured with a processor 29, which performs processing according to a program to provide the functions of various modules such as a reception control module 2031, a transmission control module 2032, a user information acquisition module 2033, a health condition information acquisition module 2034, and a supplement recommendation module 2035.

The reception control module 2031 controls the process in which the server 20 receives signals from external devices according to a communication protocol.

The transmission control module 2032 reads information from the memory unit 202 in response to a request from the terminal device 10, and controls the process of transmitting the read information to the terminal device 10.

The user information acquisition module 2033 controls the process of acquiring various information of the user who is a user of the service. The various information includes, for example, the following:
User's name User's age User's gender User's address Specifically, for example, the user information acquisition module 2033 may acquire various user information by reading the information from the storage unit 180 of the terminal device 10 used by the user. Alternatively, the user information acquisition module 2033 may acquire the information by accepting input of various information about the user directly from the user. The control unit 203 of the server 20 stores the acquired user information in the user information database 2021.

The health condition information acquisition module 2034 controls the process of acquiring the judgment result of the health condition of the user who is a user of the service. Specifically, for example, the health condition information acquisition module 2034 acquires the result of the user's hair analysis and the judgment result of the user's health condition based on the result of the hair analysis from a business that performs hair analysis of the user. The control unit 203 of the server 20 stores the acquired result of the hair analysis and the judgment result of the health condition in the user information database 2021.
In one aspect, the health condition information acquisition module 2034 may acquire various results (actual measurements) of the hair analysis as the user's health condition, rather than the judgement result of the hair analysis, or may acquire both the judgement result and raw data.

In one aspect, the judgment result of the user's health condition acquired by the health condition information acquisition module 2034 may be a judgment result based on the results of an analysis performed using a method other than analysis of minerals contained in hair.
In other words, the health condition information acquisition module 2034 may obtain a health condition determination result based on the results of a hair analysis conducted based on a method capable of analyzing various components from a few strands of the user's hair, rather than a health condition determination result based on the results of a hair analysis, which requires 100 or more strands of the user's hair.
This allows the user to reduce the amount of hair they use and can receive suggestions and offers of supplements based on their health condition determined simply from their hair.

Here, the result of the determination of the user's health condition will be described. The user's health condition is, for example, a score of various data obtained by hair analysis (e.g., cholesterol content (mg/dL)) for each numerical value. For example, a hair analysis business performs a hair analysis of a user, scores the obtained analysis values, and transmits them to the server 20.
Here, an example of scoring the health condition of a user will be described. A hair analysis business sets data obtained from hair analysis as a scoring standard according to a predetermined standard. As a specific example, an example of scoring for cholesterol content will be described. The data to be scored is not limited to this, and may be any data that can be obtained by hair analysis.
Generally, a LDL (Low Density Lipoprotein) cholesterol level of 160 mg/dl or more (total cholesterol level of 240 mg/dl or more) is proposed as a diagnostic standard for hypercholesterolemia. Therefore, hair analysis businesses set scoring criteria such as "B" when the LDL cholesterol value is near the standard value (e.g., ±20%), "C" when it is above the standard value, and "A" when it is below the standard value. After that, the hair analysis business assigns the cholesterol value obtained from the result of the user's hair analysis to the rank and scores it. At this time, the scoring does not necessarily have to be a letter evaluation such as "A", and may be a numerical or symbolic scoring.

In a certain aspect, the server 20 may determine the health condition of the user by the server 20, instead of acquiring the judgment result of the user's health condition by the health condition information acquisition module 2034. Specifically, for example, the server 20 may include a health condition judgment module (not shown) in the control unit 203. The server 20 may acquire the result of the user's hair analysis by the health condition information acquisition module 2034, and judge the user's health condition by the health condition judgment module. At this time, the server 20 may store a database (not shown) for health condition judgment in the storage unit 202, and judge the user's health condition by referring to the result of the hair analysis and the database. The database for health condition judgment stores, for example, the result of the hair analysis and the health condition assumed from the result in association with each other, and the server 20 may judge the user's health condition by referring to the database based on the acquired result of the hair analysis.
At this time, the server 20 may store the trained model in the storage unit 202. For example, the server 20 learns information on the correspondence between the result of the user's hair analysis and the judgment result of the user's health condition as training data. The server 20 may output the judgment result of the user's health condition based on the input result of the user's hair analysis and the trained model.

The supplement suggestion module 2035 controls the process of presenting information on supplements suggested to the user, who is a user of the service. Specifically, for example, the supplement suggestion module 2035 refers to the supplement information database 2022 (described later) based on the acquired information on the user's health condition (e.g., the health condition assessment result) and acquires information on supplements corresponding to the user's health condition. The supplement suggestion module 2035 then transmits the acquired information on supplements to the terminal device 10, thereby presenting the information on supplements suggested to the user.

In one aspect, the supplement suggestion module 2035 may suggest supplements to the user based on the results (actual measurements) of the user's hair analysis, rather than on the results of the user's health condition assessment. For example, the server 20 may store in the supplement information database 2022 the actual measurements (or ranges of actual measurements) of the hair analysis in association with information on supplements that are suggested to be taken for those values (ranges). The server 20 may refer to the supplement information database 2022 based on the actual measurements of the acquired hair analysis, and identify information on supplements to suggest to the user.

In a certain aspect, the server 20 may obtain information on supplements proposed to the user by using a trained model. Specifically, for example, the server 20 may learn information on supplements corresponding to the judgment result of the user's health condition as training data in the trained model. For example, the server 20 learns the judgment result of the health condition and information on supplements determined by a business providing the supplements in response to the judgment result as training data, and associates the judgment result of the user's health condition with the corresponding information on the supplements. When the result of the hair analysis is input, the server 20 may output the judgment result of the user's health condition and information on supplements proposed to the user by using the trained model.
It is not necessary to have only one trained model. That is, the server 20 may store in the storage unit 202 a trained model that outputs a judgment result of the user's health condition from the result of the hair analysis, and a trained model that outputs information on supplements suggested to the user from the judgment result of the user's health condition.

This allows service providers to present users with more accurate assessments of their health status and suggested supplement information based on the trained model.

Note that the above configuration is not essential in the embodiments of the present disclosure. That is, the terminal device 10 may take on the role of the server 20 and execute the same processes as the various modules that configure the control unit 203 of the server 20. For example, the terminal device 10 may store in the storage unit 180 databases similar to the various databases stored in the storage unit 202 of the server 20 and execute the same processes as the server 20.

<2 Data Structure>
FIG. 4 is a diagram showing the data structure of the user information database 2021 stored in the server 20. As shown in FIG.

As shown in FIG. 4, the user information database 2021 includes the items "ID", "user name", "age", "gender", "address", "phone", "contract status", "last purchase date", "next planned purchase date", "next planned product shipping date", "number of purchases", "delivery status", "hair analysis status", "hair analysis results", "remarks", etc.

The "ID" item is information that identifies each user.

The "User name" item is information about the user's name.

The "Age" item is information about the user's age.

The "Gender" item is information about the user's gender.

The "Address" item is information about the address where the user resides.

The "TEL" item is information about the telephone number of a telephone, mobile phone, smartphone, etc. owned by the user.

The "Contract Status" item is information about the user's current contract status. The contract status indicates, for example, whether the user is currently under contract for the service, when the user will start using the service, etc.

The "Last Purchase Date" item is information about the most recent date the user purchased a supplement.

The item "Next planned purchase date" is information about the date when the user plans to next purchase the supplement.

The item "Next scheduled product shipping date" is information about the date when the supplements are next scheduled to be shipped to the user.

The "Number of purchases" item is information about the number of times a user has used the service to purchase supplements.

The "Delivery Status" item is information about the delivery status of supplements that have been shipped to the user.

The "Hair Analysis Status" item is information about the progress of the user's hair analysis. This information indicates, for example, what item is currently being analyzed, when it is expected to be completed, etc. The server 20 obtains progress information from, for example, the hair analysis business, and updates the record.

The "Hair Analysis Results" item is information about the results of the user's hair analysis. For example, the server 20 stores the results of the hair analysis obtained from a hair analysis business in the record.

The "Notes" item is information that is stored if there are any special notes about the user's information.

The information held in the user information database 2021 is not limited to the above. The user information database 2021 may also hold the following information.
- User's supplement purchase history (e.g., a list of purchase history, etc.)
- Results of the user's past hair analyses (e.g., a list, table, etc. of analysis results)
・Information on purchased supplements and corresponding user reviews ・Healthcare information such as the user's height, weight, body fat percentage, etc. ・Dietary information for a specified period (month, week)

Figure 5 shows the data structure of the supplement information database 2022 stored by the server 20.

As shown in FIG. 5, the supplement information database 2022 includes the items "ID", "Name", "Target", "Criteria", "Dosage", "Maximum Dosage", "Proposed Period", "Price", and "Notes", etc.

The "ID" item is information that identifies each supplement managed by the supplement information database 2022.

The "Name" item is information about the name of the supplement.

The "Subject" item is information about parameters that can be expected to be improved or maintained by the supplement. Here, parameters are information about components that are indicators of the user's health, such as cholesterol, uric acid, triglycerides, blood sugar levels, etc.

The item "criteria" is information about the criteria for which taking a supplement is suggested for a parameter that is expected to be improved by the supplement.
In this case, the criterion may be defined for the result of the hair analysis (actual measurement value), or for the judgment result of the user's health condition scored by the analysis result. Alternatively, the criterion may be defined for a result obtained by combining the result of the hair analysis and the judgment result of the user's health condition. For example, when the criterion is defined for the judgment result of the health condition, the control unit 190 may suggest taking or using a supplement that can be expected to improve a certain parameter (e.g., cholesterol level) when the judgment result is "C" or the like, or may suggest taking or using a supplement that can be expected to maintain the parameter when the judgment result is "A" or the like.
This enables users to easily improve, maintain, and manage their own health condition.
In the present disclosure, an example will be described in which the criteria are defined with respect to the judgment result of the user's health condition.

The "Dosage" section provides information about the dosage and dosage of the proposed supplement.

The "Maximum Dosage" section provides information about the maximum amount of the supplement that can be taken.

The "Proposed Period" field provides information about the period for which the supplement is recommended to be taken.

The "Price" item is information about the selling price of the supplement.

The "Notes" item is information that is stored if there are any special notes regarding the supplement information.

In one aspect, the server 20 may periodically acquire information for each of the above-mentioned exemplary records from a supplement provider, a supplement manufacturer, etc. For example, the server 20 may acquire information on the latest price of a supplement, changes in dosage guidelines, etc. from a supplement provider, a supplement manufacturer, etc., and update the values of the corresponding records.
In addition to the above records, the server 20 may also store information on the lifestyle of the user that corresponds to the suggested supplements. For example, when the lifestyle of the user includes a specific behavior (drinking, smoking, exercising, etc.), the server 20 may preferentially suggest supplements that are particularly recommended for users who have that lifestyle.

In one aspect, the server 20 may hold a health tool information database (not shown) for storing information about health tools in the storage unit. For example, the server 20 holds information about one or more health tools and information about criteria for recommending the tool to the user (hair analysis results, health condition judgment results, etc.) in the health tool information database, similar to the above-mentioned supplement information database 2022. The server 20 refers to the database based on the acquired hair analysis results and health condition judgment results of the user, identifies information about the health tool to be recommended to the user, and presents it to the user.
In addition, the server 20 may store information such as dietary management instructions, exercise instructions, and lifestyle habit instructions including sleep and stress management associated with the results of the user's hair analysis in a memory unit, and refer to the data to present various information to the user.

In a certain aspect, the server 20 may present health advice when proposing and presenting the above-mentioned supplements, health tools, etc. to the user. That is, the server 20 may hold supplements, health tools, etc. corresponding to various records held in the supplement information database 2022, etc., and information (dietary management guidance, exercise guidance, lifestyle habit guidance including sleep and stress management) that is proposed to be performed in conjunction with the use of the supplements, health tools, etc. The server 20 may present the associated health advice to the user when proposing the supplements, etc.
This allows the server 20 to suggest not only supplements but also health advice to the user, enabling the user to comprehensively manage, improve, and maintain their health.

<3 Operation>
Below, with reference to Figures 6 and 7, a series of processes will be described when the terminal device 10 in the system 1 acquires the judgment result of the user's health condition based on the results of the user's hair analysis, and suggests supplements related to the user's health condition based on the acquired judgment result of the health condition.

Figure 6 is a flowchart showing the series of processes involved in obtaining a judgment of a user's health condition based on the results of the user's hair analysis and suggesting supplements.

In step S601, the control unit 190 of the terminal device 10 acquires the judgment result of the user's health condition based on the result of the user's hair analysis. Specifically, for example, the control unit 190 of the terminal device 10 accesses the server 20 and acquires the judgment result of the user's health condition acquired by the health condition information acquisition module 2034 of the server 20. At this time, the control unit 190 of the terminal device 10 may acquire the information from the health condition information acquisition module 2034 of the server 20, or may read the information from the user information database 2021 stored in the storage unit 202 of the server 20.
At this time, the control unit 190 of the terminal device 10 may acquire not only the latest health condition judgment result of the user, but also past health condition judgment results. That is, the control unit 190 may acquire, as the past health condition judgment result, a judgment result corresponding to the result of a hair analysis performed in the past, together with the latest health condition judgment result. The control unit 190 of the terminal device 10 may also acquire information on supplements suggested based on the past health condition judgment result.
The control unit 190 of the terminal device 10 may store the acquired information on the user's health condition in the storage unit 180.

In this case, the judgment result of the user's health condition based on the results of the hair analysis obtained by the control unit 190 of the terminal device 10 may be a judgment based on the parameters and components listed below, rather than a judgment based on minerals.
・Neutral fat ・Cholesterol ・Uric acid ・HBA1C
· Stress levels · Protein · Blood amino acids · Zinc · Serotonin · Dopamine · Cortisol This allows users to have their health status assessed based on components that directly affect lifestyle-related diseases, and to receive suggestions for supplements, enabling them to take more appropriate supplements.
At this time, the control unit 190 of the terminal device 10 may acquire the judgment result of the user's health condition together with the position and time series of the hair that was the subject of the analysis. It is generally said that hair grows 1 cm per month. In other words, the control unit 190 of the terminal device 10 may acquire the judgment result in association with the latest to one month's analysis result when the position where the hair analysis was performed is 1 cm from the hair root, and with the analysis result from two months ago when the position where the hair analysis was performed is 2 cm from the hair root.

In step S602, the control unit 190 of the terminal device 10 proposes supplements related to the health condition to the user based on the acquired health condition determination result. Specifically, for example, the control unit 190 of the terminal device 10 may obtain information on supplements proposed to the user from the supplement proposal module 2035 of the server 20, and based on the information, display the information on the proposed supplements on the display 1032 or the like to present the information to the user. Here, an example of a process flow in which the terminal device 10 presents information on supplements proposed to the user will be disclosed. For example, the control unit 203 of the server 20 obtains a determination result of the user's health condition based on hair analysis from a hair analysis business. Thereafter, the server 20 refers to the supplement information database 2022 based on the determination result to obtain information on supplements proposed to the user. Specifically, for example, the control unit 203 refers to the supplement information database 2022 to extract records including "subjects" corresponding to each parameter (parameters such as cholesterol and blood glucose level) constituting the determination result. Then, the control unit 203 compares the score (rank, etc.) of the judgment result based on the result of the hair analysis of the parameter with the "standard" in the same record. If the judgment result meets the standard, the control unit 203 specifies the supplement corresponding to the record as a supplement to be proposed to the user. At this time, the server 20 associates each supplement with a score that is a standard of the judgment result of the health condition of the user to whom the supplement is proposed in the supplement information database 2022 held in the storage unit 202 and stores them. The control unit 203 of the server 20 can specify the supplement to be proposed to the user by referring to the supplement information database 2022 based on the acquired score of the judgment result of the user's health condition. The supplement suggestion module 2035 of the server 20 transmits the information to the terminal device 10, and the control unit 190 of the terminal device 10 displays the information of the supplement on the display 1032 or the like. At this time, the control unit 190 of the terminal device 10 may display both the acquired hair analysis result and information such as the judgment of the health condition.
In addition, in one aspect, the terminal device 10 may hold a database (not shown) in the memory unit 180 having a configuration similar to the supplement information database 2022 in the server 20, and after obtaining information regarding the user's health condition from the server 20, may suggest supplements to the user based on the database.
This allows users to easily obtain information about the supplements they need based on their health condition information, thereby increasing their motivation to improve their health.

Figure 7 is a flowchart showing the series of processes that are performed when information about lifestyle habits is received from a user and stored in the memory unit.

In step S701, the control unit 190 of the terminal device 10 accepts information on the lifestyle habits of the user. Specifically, for example, the control unit 190 of the terminal device 10 may accept information on the lifestyle habits from the user at predetermined intervals (for example, once a week) and store the information in the storage unit 180 or the like. The control unit 190 of the terminal device 10 may transmit the lifestyle habit information to the server 20 every time the control unit 190 accepts the lifestyle habit information from the user. The server 20 may store the accepted lifestyle habit information of the user in the user information database 2021. In addition, the control unit 190 of the terminal device 10 may display an operation screen on the display 1302 or the like to request the user to input, for example, the following information as information on the lifestyle habits:
The number of meals the user has had in the past week The times when the user has eaten in the past week The contents of meals the user has eaten in the past week Whether the user has had an exercise habit in the past week Whether the user has drunk alcohol or smoked in the past week The amount of sleep the user has in the past week The user's stress situation in the past week In this case, the information on lifestyle habits received from the user is not limited to the above. The information on lifestyle habits received from the user may be daily information or a trend over the past week.
The terminal device 10 may receive the information from the user in a free format, or may acquire the information by receiving a selection from the user in a pull-down menu or other format. The control unit 190 of the terminal device 10 may store the acquired information on the lifestyle habits of the user in association with information on the date on which the input was received. This process may be a process separate from step S751, which will be described later. That is, the control unit 190 may receive information on the lifestyle habits from the user at predetermined intervals, and output the acquired information on the lifestyle habits when acquiring a health condition assessment result, which will be described later.

In step S751, the control unit 203 of the server 20 stores the received lifestyle habit information. Specifically, for example, the control unit 203 of the server 20 stores the user's lifestyle habit information received from the terminal device 10 in step S701 in the user information database 2021 of the storage unit 202, etc.

In one aspect, in step S701, if there is no lifestyle habit input from the user for a predetermined period of time, control unit 190 of terminal device 10 may present a predetermined notification to the user.
As a result, even if the user forgets to input lifestyle habits, the notification allows the user to remember to input the lifestyle habits.

Figure 8 is a flowchart showing the series of processes involved in obtaining a judgment of the user's health condition based on the results of the user's hair analysis, displaying the results together with past results and lifestyle information, and suggesting supplements.

In step S801, the control unit 190 of the terminal device 10 obtains the result of the judgment of the user's health condition based on the result of the user's hair analysis, similar to step S601 in FIG. 6.

In step S802, the control unit 190 of the terminal device 10 reads out information about the user's lifestyle habits that has been previously received from the user. Specifically, for example, the control unit 190 accesses the server 20 and reads out information about the user's lifestyle habits that has been previously received from the user and stored in the user information database 2021. The control unit 190 may temporarily store the read out information in the storage unit 180, or may store the information in the user information 1801.

In step S803, the control unit 190 of the terminal device 10 outputs information about the user's lifestyle habits stored in the storage unit 180.
The lifestyle habits may be stored in the user information 1801 of the terminal device 10. The control unit 190 of the terminal device 10 may acquire the lifestyle habits from the user information 1801.

In step S803, the control unit 190 of the terminal device 10 displays the judgment result of the user's health condition together with the past history and the received lifestyle information in a predetermined format. Specifically, for example, the control unit 190 of the terminal device 10 acquires the judgment result of the user's health condition from the server 20, including not only the latest result but also past results, and links the information on the user's lifestyle acquired in step S701 based on the date and time. Thereafter, the control unit 190 of the terminal device 10 may display the judgment result of the linked user's health condition from the past to the latest and the information on the lifestyle of the linked user in association with each other on the display 1302 or the like. The format of the display at this time is not limited, and may be any of a graph, a chart, a list, etc. In addition, the control unit 190 of the terminal device 10 may display the information on the lifestyle and the judged health condition of the user in a format in which the time axis is aligned.
This allows the user to grasp information about his/her own health condition and lifestyle habits in chronological order from past history to the latest condition, thereby increasing the user's motivation to improve his/her own health condition.

In a certain aspect, the control unit 190 of the terminal device 10 may determine the degree of improvement of the user's health condition from a change in the judgment result of the user's health condition over a predetermined period. Specifically, for example, the control unit 190 of the terminal device 10 may determine the degree of improvement of the user's health condition based on information on the change in the user's health condition over a three-month period. In this case, the control unit 190 of the terminal device 10 may determine the degree of improvement from a change in the result of the hair analysis, rather than a change in the judgment result of the health condition. Then, when the degree of improvement falls below a predetermined threshold, the control unit 190 of the terminal device 10 may present the user with a predetermined advice (for example, a measure to improve the judgment result of the health condition).
This allows the user to understand the progress of improvement in his/her health condition by comparing it with past history.
At this time, the control unit 190 may determine not only the degree of improvement of the user's health condition but also the degree to which the health condition is maintained. That is, when the user's health condition is within a predetermined threshold, the control unit 190 may determine whether the threshold has been maintained for a predetermined period of time, determine this as the degree to which the health condition is maintained, and present predetermined advice to the user based on the degree to which the health condition is maintained.

In one aspect, the control unit 190 of the terminal device 10 may notify the user of the possibility of contracting a predetermined disease based on the user's health condition. The predetermined disease is, for example, a lifestyle-related disease, and the control unit 190 of the terminal device 10 may notify the user of the possibility of contracting the following diseases:
- Cancer - Heart disease - Cerebrovascular disease - Diabetes - Hypertensive disease - Cirrhosis of the liver - Chronic renal failure - Hyperuricemia - Hypercholesterolemia At this time, the control unit 190 of the terminal device 10 may also notify the user of the numerical results of the hair analysis related to the specified disease.

In addition, the control unit 190 of the terminal device 10 may also display actions suggested to the user based on the disease possibility when notifying the user of the disease possibility. The actions suggested to the user by the terminal device 10 include, for example, the following:
・Actions to improve exercise habits ・Actions to improve eating habits ・Actions to improve smoking habits ・Actions to improve drinking habits This allows the user to understand diseases that may occur in the future from the results of their hair analysis, information on lifestyle habits, etc. Furthermore, based on the possibility of the disease, the user can review their behavior as well as take/ingest supplements, and effectively improve their lifestyle habits.

In addition, in a certain aspect, the control unit 190 of the terminal device 10 may set a score regarding the user's health from the user's health condition, and may grant a predetermined benefit to the user based on the score. Specifically, for example, the control unit 190 of the terminal device 10 may score the user based on the results of the user's hair analysis, the results of the user's health condition, etc. For example, the control unit 190 of the terminal device 10 may classify the results of the hair analysis into the following cases and score the user.
・Better than a general reference value ・The same value as or close to a general reference value ・Worse than a general reference value The control unit 190 of the terminal device 10 may score the user based on the above criteria, and may present the user with a predetermined benefit or incentive based on the score. In this case, the benefit or incentive may include, but is not limited to, the following.
・Points that can be used for the service ・Free provision of certain supplements ・Samples of new products This allows users to receive benefits based on their own health condition, increasing their motivation to manage and improve their own health.

In a certain aspect, the control unit 190 of the terminal device 10 may obtain information regarding the period during which the user continues to take the supplement, and may grant a predetermined benefit to the user based on the period. Specifically, for example, the server 20 may store information regarding the user's service duration in the user information database of the storage unit 202, and the control unit 190 of the terminal device 10 may obtain the information from the server 20. The control unit 190 of the terminal device 10 may grant a predetermined benefit or incentive to the user according to the information regarding the duration. In this case, the benefit or incentive may include, but is not limited to, the following.
· Points that can be used for the service · Free provision of specified supplements · Samples of new products This will increase the motivation for users to continue using the service.

In addition, in a certain aspect, the control unit 190 of the terminal device 10 may accept an operation from the user to share the hair analysis result with one or more second users different from the user, compare the shared hair analysis result every predetermined period, and grant a predetermined privilege to the user based on the comparison result. Specifically, for example, the control unit 190 of the terminal device 10 accepts an input operation from the user to the display 1302 or the like to share the hair analysis result with other users (second users). Thereafter, the control unit 190 of the terminal device 10 may transmit the result to the storage unit 202 or the like of the server 20. The control unit 190 of the terminal device 10 may access the server 20 every predetermined period (for example, every month or every six months), obtain the hair analysis results of the user and the other users (second users), and compare the results. Then, the control unit 190 of the terminal device 10 may grant a predetermined privilege to the user based on the comparison result. Conditions for granting a privilege include, for example, the following.
- The degree of improvement is greater than that of other users (second users) - The hair analysis results are better than that of other users (second users) This allows the user to compete with other users in terms of their health management, thereby preventing the user from becoming stuck in a rut.

<4 Screen example>
FIG. 9 is a diagram showing an example of a screen displayed when a user using the system 1 operates an application provided by the system 1, which is disclosed in the present invention.

Figure 9 shows an example of a screen in which a judgment of the user's health condition based on the results of the user's hair analysis is obtained, displayed together with past results and lifestyle information, and supplements are suggested based on that information.

In FIG. 9 , the control unit 190 of the terminal device 10 displays a supplement intake history 901, diagnosis-related information 902, and the like on a display 1302.
Supplement intake history 901 is a screen that displays the history of the user's intake of suggested supplements when using the service.
In the supplement intake history 901, the control unit 190 of the terminal device 10 may receive an input operation of whether or not the user has taken a supplement. When the control unit 190 of the terminal device 10 receives an input operation from the user indicating that the user has taken a supplement, the control unit 190 may display a predetermined object (e.g., a check mark, etc.) on the screen. This allows the user to visually grasp whether or not the user has taken or consumed the supplement without fail.
Furthermore, the control unit 190 of the terminal device 10 may present information on a predetermined incentive to the user on the screen. Specifically, for example, the control unit 190 of the terminal device 10 may display a notification that a predetermined incentive (e.g., points that can be used in a service) will be given when the number of consecutive days of taking/ingesting a supplement exceeds a predetermined number of days.
This can further motivate users to improve their health.

The diagnosis-related information 902 is a screen that displays multiple pieces of information, such as the user's hair analysis results, health condition, lifestyle habits, etc., in parallel in chronological order.
In the diagnosis related information 902, the control unit 190 of the terminal device 10 may display the following information acquired from the server 20 in chronological order (for example, by month):
- The user's hair analysis results - Information regarding the user's health condition - Information regarding the user's lifestyle habits At this time, the control unit 190 of the terminal device 10 may present a specified notification to the user if the results of the hair analysis and the information regarding the health condition have changed significantly compared to the previous month (for example, if a specified threshold has been set in advance and the threshold has been exceeded).
This allows the user to visually grasp the changes in his/her health condition over time, making it easier to manage his/her health. In addition, the user can immediately grasp the deterioration of his/her health condition, which increases the motivation to improve his/her health condition.

In FIG. 9, supplement intake history 901 and diagnosis-related information 902 are displayed on the same screen, but this configuration is not required for this disclosure, and each screen may be displayed separately.

<7 Modification>
A modified example of this embodiment will be described below. That is, the following aspects may be adopted.
(1) An information processing device in which the program may be pre-installed or may be installed later, such a program may be stored on an external non-transitory storage medium, or may be run by cloud computing.
(2) A method in which a computer functions as an information processing device, and the program may be pre-installed on the information processing device or may be installed later, such a program may be stored on an external non-transitory storage medium, or may be run using cloud computing.

<6. Notes>
The matters described in the above embodiments will be supplemented below.

(Appendix 1)
A program executed by a computer 20 having a processor 29, the program causing the processor 29 to execute the steps of obtaining a judgment result of a user's health condition based on the results of the user's hair analysis, and suggesting supplements related to the health condition to the user based on the obtained judgment result of the health condition.

(Appendix 2)
The program described in Appendix 1, in which, in the step of obtaining a health condition assessment result, as a result of the hair analysis, a assessment result is obtained based on an analysis result based on at least one component selected from the group consisting of triglycerides, cholesterol, uric acid, HBA1C, and stress value as a component of the user's hair other than minerals.

(Appendix 3)
The program further causes the processor 29 to execute a step of receiving information regarding the user's lifestyle habits from the user, and a step of displaying the user's health condition in a predetermined manner together with the user's past history and the received lifestyle habit information.

(Appendix 4)
A program described in any one of appendices 1 to 3, in which in the suggesting step, the user is notified about the possibility of suffering from a specified disease based on the user's health condition.

(Appendix 5)
The program of claim 4, wherein in the suggesting step, suggested actions are displayed to the user based on the likelihood of disease.

(Appendix 6)
The program according to claim 3, wherein in the displaying step, the predetermined mode is displayed in at least one mode selected from the group consisting of a graph, a chart, and a list.

(Appendix 7)
The program according to claim 3, further comprising: a step of displaying, in the display step, information regarding lifestyle habits input by the user and the determined health condition of the user in a time-aligned manner.

(Appendix 8)
The program according to claim 7, further comprising, in the step of accepting input of information regarding lifestyle habits, presenting a predetermined notification to the user if there is no input from the user for a predetermined period of time.

(Appendix 9)
A program described in any of Appendices 1 to 9, further causing the processor 29 to execute the steps of setting a score regarding the user's health from the user's health condition, and granting a specified benefit to the user based on the score.

(Appendix 10)
The program further causes the processor 29 to execute a step of determining the degree of improvement in the user's health condition based on past history, information from a three-month history, and presenting predetermined advice to the user if the degree of improvement falls below a predetermined threshold.

(Appendix 11)
The program described in Appendix 4, wherein in the notifying step, the user is simultaneously notified of the numerical results of the hair analysis relating to the specified disease.

(Appendix 12)
A program described in any of Appendices 1 to 11, further causing the processor 29 to execute the steps of obtaining information regarding the period for which the user has continued taking the supplement, and granting the user a specified benefit based on the period of continued use.

(Appendix 13)
The program described in any of Appendices 1 to 12, further causing the processor 29 to execute the steps of: accepting, from the user, an operation for sharing the hair analysis results with one or more second users different from the user; and comparing the shared hair analysis results for each specified period of time, and granting the user a specified benefit based on the results of the comparison.

(Appendix 14)
A method executed by a computer 20 having a processor 29, the method comprising the steps of: obtaining a judgment result of a user's health condition based on the results of the user's hair analysis; and suggesting supplements related to the health condition to the user based on the obtained judgment result of the health condition.

(Appendix 15)
The information processing device 20 includes a control unit 203, and the control unit 203 executes the steps of acquiring a judgment result of a user's health condition based on the results of the user's hair analysis, and suggesting supplements related to the health condition to the user based on the acquired judgment result of the health condition.

10 terminal device, 12 communication interface, 13 input device, 14 output device, 15 memory, 16 storage unit, 19 processor, 20 server, 22 communication interface, 23 input/output interface, 25 memory, 26 storage, 29 processor, 80 network, 1801 user information, 1901 input operation reception unit, 1902 transmission/reception unit, 1903 data processing unit, 1904 notification control unit, 1302 display, 140 voice processing unit, 141 microphone, 142 speaker, 150 position information sensor, 160 camera, 170 motion sensor, 2021 user information database, 2022 supplement information database, 2031 reception control module, 2032 transmission control module, 2033 user information acquisition module, 2034 health condition information acquisition module, 2035 supplement suggestion module.

Claims (15)

A program executed by a computer having a processor, the program causing the processor to:
obtaining a result of a health condition judgment of the user based on a result of the hair analysis of the user;
and a step of suggesting to the user supplements related to the health condition based on the acquired health condition determination result. The program according to claim 1, wherein in the step of acquiring the health condition assessment result, the assessment result is acquired based on an analysis result based on at least one component selected from the group consisting of triglycerides, cholesterol, uric acid, HBA1C, and stress value as a component of the user's hair other than minerals as a result of the hair analysis. The program further causes the processor to
receiving information about a lifestyle habit of the user from the user;
The program according to claim 1 , further comprising: displaying the health condition of the user together with a past history and the received lifestyle habit information in a predetermined format. The program according to claim 1, wherein in the suggesting step, the user is notified about the possibility of contracting a predetermined disease based on the user's health condition. The program according to claim 4, wherein in the suggesting step, an action suggested to the user is displayed based on the likelihood of the disease. The program according to claim 3, wherein in the display step, the predetermined display mode is at least one mode selected from the group consisting of a graph, a chart, and a list. The program according to claim 3, wherein in the display step, the program executes a step of displaying the lifestyle habit information input by the user and the determined health condition of the user in a time-aligned manner. In the step of receiving an input of information regarding lifestyle habits,
8. The program according to claim 7, further comprising: a predetermined notification being presented to the user if there is no input from the user for a predetermined period of time. The program further causes the processor to
setting a score related to the user's health from the user's health condition;
The program according to claim 1 , further comprising a step of granting a predetermined benefit to the user based on the score. The program further causes the processor to
Executing a step of determining a degree of improvement in the health condition of the user based on the past history and information of the history for three months;
The program according to claim 3 , further comprising: when the degree of improvement falls below a predetermined threshold, presenting the predetermined advice to the user. The program according to claim 4, wherein in the notification step, the user is simultaneously notified of the numerical results of the hair analysis relating to a specified disease. The program further causes the processor to
obtaining information regarding the duration for which the user has continued to take the supplement;
The program according to claim 1 , further comprising a step of granting a predetermined benefit to the user based on the continuous period. The program further causes the processor to
receiving an operation from the user to share the result of the hair analysis with one or more second users different from the user;
The program according to claim 1 , further comprising a step of: comparing the shared hair analysis results at predetermined time intervals; and granting a predetermined benefit to the user based on the comparison results. 11. A computer-implemented method comprising:
obtaining a result of a health condition judgment of the user based on a result of the hair analysis of the user;
and suggesting to the user supplements related to the health condition based on the acquired health condition determination result. An information processing device including a control unit,
obtaining a result of a health condition judgment of the user based on a result of the hair analysis of the user;
and a step of suggesting to the user supplements related to the health condition based on the acquired health condition determination result.