Program, user terminal, health action recommendation device, health action recommendation system, information processing method, health action recommendation method, and recording medium

Abstract

To provide a program for providing recommendation information about a health action in accordance with a selection of an object person, a user terminal, a health action recommendation device, a health action recommendation system, an information processing method, a health action recommendation method and a recording medium.SOLUTION: A program makes a computer execute respective procedures. An object person information acquisition procedure acquires object person information including health information of an object person, an object person information transmission procedure transmits the object person information to a server, a candidate information reception procedure receives candidate information of a health action to the object person determined on the basis of the object person information from the server, a candidate information output procedure outputs the acquired candidate information, a selection information acquisition procedure acquires selection information selected by the object person from the outputted candidate information, a selection information transmission procedure transmits the selection information to the server, a recommendation information reception procedure receives recommendation information of the health action to the object person determined on the basis of the selection information, and a recommendation information output procedure outputs the recommendation information.SELECTED DRAWING: Figure 1

Description

[Technical field]

[0001] The present disclosure relates to a program, a user terminal, a health behavior recommendation device, a health behavior recommendation system, an information processing method, a health behavior recommendation method, and a recording medium. [Background technology]

[0002] From the viewpoint of health promotion, services for improving lifestyle habits using IT have been proposed. For example, Patent Document 1 discloses a health guidance system that inputs data from health checkups, calculates lifestyle improvement target values, creates an optimal lifestyle improvement menu for diet and exercise, and outputs images or forms of changes in daily living conditions and changes in lifestyle improvement target values. [Prior art documents] [Patent documents]

[0003] [Patent Document 1] Japanese Patent Application Publication No. 7-175404 Summary of the Invention [Problem to be solved by the invention]

[0004] As described above, the invention disclosed in Patent Document 1 creates an optimal lifestyle improvement menu (information on health behavior) based on data from health checkups, etc. However, the invention disclosed in the same document does not select the relevant information according to the wishes of a subject who wishes to improve their lifestyle, or present more detailed recommended information for the selected information.

[0005] Therefore, the present disclosure aims to provide a program, a user terminal, a health behavior recommendation device, a health behavior recommendation system, an information processing method, a health behavior recommendation method, and a recording medium that are capable of providing recommended information regarding health behavior in accordance with the selection of a subject. [Means for solving the problem]

[0006] In order to achieve the above object, the program of the present disclosure comprises: The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquisition step acquires subject information including health information of the subject; The subject information transmitting step transmits the subject information to a server, the candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, the selection information acquisition step acquires selection information selected by the subject from the output candidate information; The selection information transmission step transmits the selection information to the server; the recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommendation information output step outputs the recommendation information, The program causes a computer to execute each of the above procedures.

[0007] The program of the present disclosure is The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommended information determining step, and a recommended information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; the candidate information determination step determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission step transmits the candidate information to the terminal; the selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; the recommended information determination step determines recommended information for a health behavior for the subject based on the selection information; The recommended information transmitting step transmits the recommended information to the terminal; The program causes a computer to execute each of the above procedures.

[0008] The terminal of the present disclosure includes: The present invention includes a subject information acquisition unit, a subject information transmission unit, a candidate information reception unit, a candidate information output unit, a selection information acquisition unit, a selection information transmission unit, a recommendation information reception unit, and a recommendation information output unit, The subject information acquisition unit acquires subject information including health information of the subject, The subject information transmission unit transmits the subject information to a server, the candidate information receiving unit receives, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output unit outputs the acquired candidate information, The selection information acquisition unit acquires selection information selected by the subject from the output candidate information, The selection information transmission unit transmits the selection information to the server, the recommended information receiving unit receives, from the server, recommended information on health behavior for the subject determined based on the selection information; The recommended information output unit is a user terminal that outputs the recommended information.

[0009] The health behavior recommendation device of the present disclosure includes: The system includes a subject information receiving unit, a candidate information determining unit, a candidate information transmitting unit, a selection information receiving unit, a recommendation information determining unit, and a recommendation information transmitting unit, The subject information receiving unit receives subject information including health information of the subject from a terminal, The candidate information determination unit determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission unit transmits the candidate information to the terminal; The selection information receiving unit receives selection information selected by the subject from the candidate information from the terminal, The recommended information determination unit determines recommended information for a health behavior for the subject based on the selection information; The recommended information transmission unit is a health behavior recommendation device that transmits the recommended information to the terminal.

[0010] The health behavior recommendation system of the present disclosure includes: A terminal and a server are included. The terminal and the server are capable of communicating with each other, The terminal is a user terminal, The server is a health behavior recommendation device, which is a health behavior recommendation system.

[0011] The information processing method of the present disclosure includes: The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquiring step acquires subject information including health information of the subject, The subject information transmitting step transmits the subject information to a server, The candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, The selection information acquisition step acquires selection information selected by the subject from the output candidate information, The selection information transmitting step transmits the selection information to the server, The recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommended information output step is a user terminal side information processing method for outputting the recommended information.

[0012] The disclosed health behavior recommendation method includes: The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommendation information determining step, and a recommendation information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; The candidate information determination step determines candidate information of health behaviors for the subject based on the subject information, The candidate information transmitting step transmits the candidate information to the terminal, The selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; The recommended information determination step determines recommended information for a health behavior for the subject based on the selection information, The recommended information transmitting step is a health behavior recommending method for transmitting the recommended information to the terminal.

[0013] The recording medium of the present disclosure includes: The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquisition step acquires subject information including health information of the subject; The subject information transmitting step transmits the subject information to a server, the candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, the selection information acquisition step acquires selection information selected by the subject from the output candidate information; The selection information transmission step transmits the selection information to the server; the recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommendation information output step outputs the recommendation information, The present invention is a computer-readable recording medium having recorded thereon a program for causing a computer to execute each of the above procedures.

[0014] The recording medium of the present disclosure includes: The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommended information determining step, and a recommended information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; the candidate information determination step determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission step transmits the candidate information to the terminal; the selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; the recommended information determination step determines recommended information for a health behavior for the subject based on the selection information; The recommended information transmitting step transmits the recommended information to the terminal; The present invention is a computer-readable recording medium having recorded thereon a program for causing a computer to execute each of the above procedures. Effect of the Invention

[0015] According to the present disclosure, it is possible to provide a program, a user terminal, a health behavior recommendation device, a health behavior recommendation system, an information processing method, a health behavior recommendation method, and a recording medium that are capable of providing recommended information regarding health behavior in accordance with the selection of a subject. [Brief description of the drawings]

[0016] [Figure 1] FIG. 1 is a flowchart showing an example of a procedure in a terminal-side program according to the present disclosure. [Diagram 2] FIG. 2 is a flowchart showing another example of a procedure in the terminal-side program of the present disclosure. [Diagram 3] FIG. 3 is a block diagram illustrating a configuration of an example of a terminal according to the present disclosure. [Figure 4] FIG. 4 is a block diagram showing a configuration of another example of a terminal according to the present disclosure. [Diagram 5] FIG. 5 is a block diagram showing an example of a hardware configuration of a terminal according to the present disclosure. [Figure 6] FIG. 6 is a block diagram showing another example of a hardware configuration of a terminal according to the present disclosure. [Figure 7]FIG. 7 is a flowchart showing an example of a procedure of a program on the health behavior recommendation device side of the present disclosure. [Figure 8] FIG. 8 is a flowchart showing another example of the procedure of the program on the health action recommendation device side of the present disclosure. [Figure 9] FIG. 9 is a block diagram showing a configuration of an example of a health behavior recommendation device of the present disclosure. [Figure 10] FIG. 10 is a block diagram showing the configuration of another example of a health behavior recommendation device of the present disclosure. [Figure 11] FIG. 11 is a block diagram showing an example of a hardware configuration of a health action recommendation device according to the present disclosure. [Figure 12] FIG. 12 is a block diagram showing another example of the hardware configuration of the health action recommendation device of the present disclosure. [Figure 13] FIG. 13 is a block diagram showing a configuration of an example of a health behavior recommendation system of the present disclosure. [Figure 14] FIG. 14 is a flowchart showing an example of a procedure for recommending health behavior using the health behavior recommendation system of the present disclosure. [Figure 15A] FIG. 15A is a diagram showing an example of an application screen displayed on a terminal of the present disclosure. [Figure 15B] FIG. 15B is a diagram showing an example of an application screen displayed on the terminal of the present disclosure. [Figure 15C] FIG. 15C is a diagram showing an example of an application screen displayed on a terminal of the present disclosure. [Figure 15D] FIG. 15D is a diagram showing an example of an application screen displayed on a terminal of the present disclosure. [Figure 15E] FIG. 15E is a diagram showing an example of an application screen displayed on a terminal of the present disclosure. [Figure 15F] FIG. 15F is a diagram showing an example of an application screen displayed on a terminal of the present disclosure. [Figure 15G] FIG. 15G is a diagram showing an example of an application screen displayed on a terminal of the present disclosure. [Figure 16]FIG. 16 is a diagram showing another example of an application screen displayed on the terminal of the present disclosure. [Figure 17] FIG. 17 is a flowchart showing an example of a procedure for creating a trained model for calculating the importance of the selection information or the recommendation information. [Figure 18] FIG. 18 is a flowchart showing an example of a process for calculating the importance of candidate information or recommended information and a recommended action period based on subject information. [Figure 19] FIG. 19 is a flowchart showing an example of a process for presenting candidate information or recommended information based on subject information. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

[0017] An embodiment of the present disclosure will be described. Note that the present disclosure is not limited to the following embodiment. Note that in each of the following drawings, the same parts are given the same reference numerals. Furthermore, the explanations of each embodiment can be mutually incorporated unless otherwise specified. Furthermore, the configurations of each embodiment can be combined unless otherwise specified. Furthermore, in each procedure described later in the program of the present disclosure, for example, "procedure" can be read as "processing".

[0018] [Embodiment 1] A program (hereinafter, sometimes referred to as a "program on the user terminal side"), a terminal (user terminal), and an information processing method according to the present disclosure will be described. Note that the program according to the present disclosure is, for example, a program for the terminal.

[0019] First, an example of a program according to this embodiment will be described with reference to a flow chart S10 in FIG.

[0020] The subject information acquisition procedure acquires subject information including health information of the subject (S11). The health information is not particularly limited as long as it is information about the health of the subject, and may be, for example, health check information such as a result of a health check, disease diagnosis information such as a result of diagnosing a disease or a symptom of a disease, disease diagnosis information, etc. The subject information may further include, for example, interest information of the subject. The interest information may be, for example, a health behavior that the subject wants to undertake. The acquisition of the subject information is not particularly limited, but may be, for example, acquired by an input device of a terminal described later. Specifically, the subject information may be read by a camera and acquired by OCR (Optical Character Recognition / Reader) processing. The subject information may also be acquired by reading it from a storage device in which it is stored. The OCR processing may be, for example, performed by the terminal, or may be performed by a health behavior recommendation device described later.

[0021] The subject information transmission step transmits the subject information to a server (S12). The server is, for example, a health behavior recommendation device described below.

[0022] The candidate information receiving step receives candidate information of health behavior for the subject determined based on the subject information from the server (S13). The determination based on the subject information will be specifically described in an embodiment of the program on the health behavior recommendation device side, which will be described later. The health behavior may be, for example, an action for improving a health condition, or an action for preventing a disease or the like. The candidate information received from the server may be one or more, but it is preferable that the candidate information be more than one from the viewpoint of providing the subject with many options.

[0023] The candidate information output procedure outputs the acquired candidate information (S14). The candidate information is not particularly limited, and may be, for example, information on diet, exercise, and lifestyle habits. The candidate information may be information on behavior to be taken to improve health status, or information on behavior to be taken to prevent illness. The output may be output, for example, by an output device of a terminal described later. Specifically, the output may be output by a display device or audio output device provided in the terminal. The output may also be output by an output device other than the terminal. The output of the candidate information may be output, for example, according to the priority of the candidate information. By outputting the acquired candidate information by the candidate information output procedure, for example, the subject can select a health behavior that he or she particularly wants to undertake or is interested in.

[0024] The selected information acquisition step acquires selected information selected by the subject from the output candidate information (S15). The selected information selected by the subject is, for example, selected information selected by the subject for the purpose of improving a health condition or preventing an illness or the like.

[0025] The selection information transmission step transmits the selection information to the server (S16).

[0026] The recommended information receiving step receives, from the server, recommended information on health behavior for the subject determined based on the selection information (S17). The recommended information receiving step may further receive, from the server, recommended information on health behavior for the subject determined based on the interest information. The determination based on the selection information will be specifically described in an embodiment of the program on the health behavior recommendation device side, which will be described later. The recommended information received from the server may be one or more.

[0027] The recommended information output procedure ends after outputting the recommended information (S18). The recommended information includes, for example, information related to the selection information selected by the subject. The recommended information may further include, for example, variable information linked to information related to the selection information. The variable information may be, for example, information randomly selected based on the selection information from standard information stored in a storage device. The recommended information may be, for example, information by a message or the like. The message may be, for example, a text message, a voice message, an image message, or the like. The output may be output by, for example, an output device of a terminal described later. Specifically, the output may be output by a display device or a voice output device provided in the terminal. The output may also be output by an output device other than the terminal. The output of the recommended information may be output, for example, according to the priority of the recommended information. By outputting the recommended information by the recommended information output procedure, for example, the subject can pinpoint information on health behaviors that the subject particularly wants to work on or is interested in.

[0028] The recommended information output procedure may output at least one of recommended information on health behavior for the subject determined based on the selection information (hereinafter, may be simply referred to as "recommended information based on selection information") and recommended information on health behavior for the subject determined based on the interest information (hereinafter, may be simply referred to as "recommended information based on interest information"). The recommended information based on selection information and the recommended information based on interest information may be information for displaying relevant behaviors as the health behavior. Examples of the display include label display and highlighting. The recommended information output procedure outputs the recommended information based on the selection information or the recommended information based on the interest information, so that, for example, the subject can know information on particularly important health behaviors among the selected recommended behaviors. In addition, for example, it becomes possible to easily grasp the health behavior in which the subject is most interested from the output recommended information.

[0029] The program of this embodiment may further include a recommended behavior period receiving procedure, a recommended behavior period output procedure, and a record transmission procedure, as shown in the flowchart S10 of FIG.

[0030] The recommended behavior period receiving step receives a recommended behavior period corresponding to the candidate information or the recommended information from the server (S19). The recommended behavior period will be specifically described in an embodiment of the program on the health behavior recommendation device side, which will be described later.

[0031] The recommended behavior period output procedure outputs the acquired recommended behavior period (S110). The output can be output, for example, by an output device of a terminal described later. Specifically, the output may be output by a display device or an audio output device provided in the terminal. Also, the output may be output by an output device other than the terminal. Note that, in FIG. 2, S111 described later is performed after S110, but if S111 is not included, the flow may end after S110.

[0032] The recommended behavior period output step may further output an expected effect after the candidate information or the recommended information is implemented for the recommended behavior period. The expected effect may be, for example, an improvement effect after the recommended information is implemented for the recommended behavior period.

[0033] In the case where the record transmission step is included, the record transmission step ends by transmitting to the server at least one of the records of the health behavior performed by the subject and the period during which the health behavior was performed (S111). The record may be, for example, a record recorded by a recording device capable of automatically recording the health behavior and the period during which the health behavior was performed, or may be a record recorded by the subject himself / herself. By transmitting the record to the server, for example, when recommending a new health behavior to the subject, it is possible to recommend a health behavior by excluding the health behavior already performed by the subject.

[0034] Next, an example of a terminal according to this embodiment will be described with reference to FIGS.

[0035] 3 and 4 are block diagrams showing an example of the configuration of the terminal 10 of this embodiment. As shown in FIG. 3, the terminal 10 includes a subject information acquisition unit 11, a subject information transmission unit 12, a candidate information reception unit 13, a candidate information output unit 14, a selection information acquisition unit 15, a selection information transmission unit 16, a recommended information reception unit 17, and a recommended information output unit 18. As shown in FIG. 4, the terminal 10 may be a terminal 10a further including a recommended behavior period reception unit 19, a recommended behavior period output unit 110, or a record transmission unit 111. Although not shown, the terminals 10 and 10a of this embodiment can be connected to a health behavior recommendation device described later via a communication line network 30.

[0036] The terminal 10 may be, for example, a single device including each of the above-mentioned units, or a device to which each of the above-mentioned units can be connected via a communication line network. The terminal 10 may also be connected to an external device described later via the communication line network. The communication line network is not particularly limited, and a known network may be used, for example, wired or wireless. Examples of the communication line network include an Internet line, a World Wide Web (WWW), a telephone line, a Local Area Network (LAN), a Storage Area Network (SAN), a Delay Tolerant Networking (DTN), a Low Power Wide Area (LPWA), and a Local 5G (L5G). Examples of wireless communication include Wi-Fi (registered trademark), Bluetooth (registered trademark), a Local 5G, and a LPWA. Examples of the wireless communication may include a form in which each device directly communicates with each other (Ad Hoc communication), an infrastructure (infrastructure communication), and an indirect communication via an access point. The terminal 10 may be incorporated into a server as a system, for example. Furthermore, the terminal 10 may be, for example, a personal computer (PC, for example, desktop type or notebook type) in which the program of the present disclosure is installed, a smartphone, a tablet terminal, etc. The terminal 10 may be in the form of cloud computing or edge computing, for example, in which at least one of the units is on a server and the other units are on a terminal.

[0037] 5 and 6 are block diagrams illustrating hardware configurations of the terminals 10 and 10a. The terminals 10 and 10a include, for example, a central processing unit (CPU, GPU, etc.) 101, a memory 102, a bus 103, a storage device 104, an input device 105, an output device 106, and a communication device 107. Each part of the terminal 10 is connected to each other via the bus 103 by its respective interface (I / F).

[0038] The central processing unit 101 cooperates with other components through a controller (system controller, I / O controller, etc.) and controls the entire terminals 10 and 10a. In the terminals 10 and 10a, the central processing unit 101 executes, for example, the program of the present disclosure and other programs, and reads and writes various information. Specifically, for example, the central processing unit 101 functions as a subject information acquisition unit 11, a subject information transmission unit 12, a candidate information reception unit 13, a candidate information output unit 14, a selection information acquisition unit 15, a selection information transmission unit 16, a recommended information reception unit 17, and a recommended information output unit 18. It may further function as a recommended behavior period reception unit 19, a recommended behavior period output unit 110, or a record transmission unit 111. The central processing unit 101 may include a CPU, a GPU (Graphics Processing Unit), an APU (Accelerated Processing Unit), or a combination of these as a computing device.

[0039] The bus 103 can also be connected to, for example, an external device. Examples of the external device include an external storage device such as an external database, a printer, an external input device, an external display device, an external imaging device, etc. The terminals 10 and 10a can be connected to an external network (the communication line network) by, for example, a communication device 107 connected to the bus 103, and can also be connected to other devices via the external network.

[0040] The memory 102 is, for example, a main memory (primary storage device). When the central processing unit 101 performs processing, the memory 102 reads various operation programs, such as the program of the present disclosure, stored in the storage device 104 described below, and the central processing unit 101 receives data from the memory 102 and executes the program. The main memory is, for example, a RAM (random access memory). The memory 102 may also be, for example, a ROM (read only memory).

[0041] The storage device 104 is also called an auxiliary storage device, for example, in contrast to the main memory (primary storage device). As described above, the storage device 104 stores an operating program including the program of the present disclosure. The storage device 104 may be, for example, a combination of a recording medium and a drive that reads and writes data from and to the recording medium. The recording medium is not particularly limited, and may be, for example, an internal or external type, such as a hard disk (HD), CD-ROM, CD-R, CD-RW, MO, DVD, flash memory, or memory card. The storage device 104 may be, for example, a hard disk drive (HDD) in which a recording medium and a drive are integrated, or a solid state drive (SSD).

[0042] In the terminals 10 and 10a, the memory 102 and the storage device 104 can store various information such as log information, information acquired from an external database (not shown) or an external device, information generated by the terminals 10 and 10a, and information used when the terminals 10 and 10a execute processing. In this case, the memory 102 and the storage device 104 may store information, etc. Note that at least a part of the information may be stored, for example, in an external server other than the memory 102 and the storage device 104, or may be distributed and stored in multiple terminals using block chain technology or the like.

[0043] The terminals 10 and 10a further include, for example, an input device 105 and an output device 106. The input device 105 may be, for example, a pointing device such as a touch panel, a track pad, or a mouse; a keyboard; an imaging means such as a camera or a scanner; a card reader such as an IC card reader or a magnetic card reader; and an audio input means such as a microphone. The output device 106 may be, for example, a display device such as an LED display or a liquid crystal display; an audio output device such as a speaker; a printer; or the like. In the first embodiment, the input device 105 and the output device 106 are configured separately, but the input device 105 and the output device 106 may be configured as an integrated device, such as a touch panel display.

[0044] Next, the information processing method of this embodiment will be described.

[0045] The information processing method of this embodiment can be implemented by using the description of the program and terminal of this embodiment. The information processing method of this embodiment is implemented by replacing each "procedure" in the program of this embodiment with "step". Specifically, the information processing method of this embodiment includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommended information reception step, and a recommended information output step. In addition, the information processing method of this embodiment may further include a recommended behavior period reception step, a recommended behavior period output step, or a record transmission step. The information processing method of this embodiment can be implemented, for example, using the device 10 or 10a of FIG. 3 or FIG. 4. Note that the information processing method of this embodiment is not limited to the use of the device 10 or 10a of FIG. 3 or FIG. 4.

[0046] [Embodiment 2] The program of the present disclosure (hereinafter, sometimes referred to as the "program on the health action recommendation device side"), the health action recommendation device, and the health action recommendation method will be described.

[0047] First, an example of the program of this embodiment will be described with reference to the flow chart S20 of FIG.

[0048] The subject information receiving step receives subject information including health information of the subject from a terminal (S21). The health information is not particularly limited as long as it is information related to the health of the subject, and may be, for example, health check information such as the results of a health check, disease diagnosis information such as the results of diagnosing a disease or a symptom of a disease, disease diagnosis information, etc. The subject information may further include, for example, interest information of the subject. The interest information may be, for example, health behaviors that the subject wants to undertake. The terminal is, for example, the terminal described in embodiment 1.

[0049] The candidate information determination step determines candidate information of health behavior for the subject based on the subject information (S22). The health behavior may be, for example, a behavior for improving a health condition or a behavior for preventing a disease or the like.

[0050] The judgment based on the subject information may be, for example, a judgment by a trained model or a rule-based model. The trained model is, but is not limited to, a trained model that is machine-learned by information including a plurality of the health information and a plurality of interview information, and outputs the candidate information based on the subject information. The trained model is, for example, a trained model that uses the health information based on a certain criterion that can be arbitrarily set as a target variable, and the health behavior included in the interview information as an explanatory variable, and outputs an optimal combination of the health behaviors, a priority order of the health behaviors, a suggestion leading to a specific behavior related to the health behavior, and the like, as the candidate information. The plurality of health information may be health information of a person other than the subject, may be health information of the subject, or may be health information of the subject and a person other than the subject. The interview information may be interview information of a person other than the subject, may be interview information of the subject, or may be interview information of the subject and a person other than the subject. The interview information includes, for example, information regarding the intention to take an action to improve a health condition or prevent a disease, and information regarding the period for the improvement or the action. When a plurality of pieces of candidate information are determined by the determination, for example, priorities may be calculated for the plurality of pieces of candidate information.

[0051] The candidate information transmission step transmits the candidate information to the terminal (S23). The candidate information to be transmitted may be one or more, but it is preferable that the candidate information is more than one from the viewpoint of providing the subject with many options. When the candidate information to be transmitted is more than one, for example, the candidate information with the higher priority may be transmitted to the terminal. The candidate information is not particularly limited, but examples thereof include information on diet, exercise, and lifestyle habits. The candidate information may also be information on actions to be taken to improve health status, or information on actions to be taken to prevent illness, etc.

[0052] The selected information receiving step receives, from the terminal, selected information selected by the subject from the candidate information (S24). The selected information selected by the subject is, for example, selected information selected by the subject for the purpose of improving a health condition or preventing an illness or the like.

[0053] The recommended information determination step determines recommended information of health behavior for the subject based on the selection information (S25). The recommended information determination step may further determine recommended information of health behavior for the subject based on the interest information. For example, health behavior in which the subject is highly interested may be determined as recommended information with high priority based on the interest information.

[0054] The determination based on the selection information may be, for example, a determination by a trained model or a rule-based model. The trained model is not particularly limited, but is, for example, a trained model that is machine-learned by information including a plurality of the health information and a plurality of interview information, and is a trained model that outputs the recommendation information based on the subject information. The plurality of health information may be health information of a person other than the subject, may be health information of the subject, or may be health information of the subject and a person other than the subject. The interview information may be interview information of a person other than the subject, may be interview information of the subject, or may be interview information of the subject and a person other than the subject. The interview information includes, for example, information on the intention to take an action to improve a health condition or prevent a disease, and information on a period for the improvement or the action. When a plurality of pieces of recommended information are determined by the determination, for example, a priority may be calculated for the plurality of pieces of recommended information.

[0055] The recommended information transmission procedure ends by transmitting the recommended information to the terminal (S26). The recommended information to be transmitted may be one or more. The recommended information includes, for example, information related to the selection information selected by the subject. The recommended information may further include, for example, variable information linked to information related to the selection information. The variable information may be, for example, randomly selected based on the selection information from standard information stored in a storage device. The recommended information may be, for example, information in the form of a message. Examples of the message include a text message, a voice message, and an image message. By transmitting the recommended information by the recommended information transmission procedure, for example, the subject can learn pinpoint information about health behaviors that the subject particularly wants to work on or is interested in.

[0056] The recommended information transmission procedure may, for example, transmit to the terminal recommended information of a health behavior for the subject determined based on the selection information (recommended information based on selection information) and recommended information of a health behavior for the subject determined based on the interest information (recommended information based on interest information). The recommended information based on selection information and the recommended information based on interest information may, for example, be information for displaying relevant behaviors as the health behavior. Examples of the display include label display and highlighting. By transmitting the recommended information based on the selection information or the recommended information based on the interest information in the recommended information transmission procedure, for example, the subject can know information on a particularly important health behavior among the selected recommended behaviors. In addition, for example, it becomes possible to easily grasp the health behavior in which the subject is most interested from the transmitted recommended information.

[0057] The program of this embodiment may further include a recommended behavior period determination step, a recommended behavior period transmission step, and a record reception step, as shown in the flowchart S20 of FIG.

[0058] The recommended behavior period determination step determines a recommended behavior period of the candidate information or the recommended information (S27). The recommended behavior periods of the candidate information and the recommended information may be determined, for example, by a trained model or a rule-based model. The trained model is not particularly limited, but may be, for example, a trained model machine-learned by information including a plurality of the health information and a plurality of interview information, and is a trained model that outputs the recommended behavior periods of the candidate information and the recommended information based on the subject information. The plurality of health information may be health information of a person other than the subject, may be health information of the subject, or may be health information of the subject and a person other than the subject. The interview information may be interview information of a person other than the subject, may be interview information of the subject, or may be interview information of the subject and a person other than the subject. The recommended behavior period may be, for example, a recommended behavior period linked to all candidate information related to diet, exercise, lifestyle, etc., or may be a recommended behavior period linked to the recommended information.

[0059] In the recommended behavior period transmission step, the determined recommended behavior period is transmitted to the terminal (S28). Note that, in Fig. 8, S29, which will be described later, is performed after S28, but if S29 is not included, the flow may end after S28.

[0060] The recommended behavior period transmission step may further include transmitting to the terminal an expected effect after the candidate information or the recommendation information is implemented for the recommended behavior period. The expected effect may be, for example, an improvement effect after the recommendation information is implemented for the recommended behavior period.

[0061] In the case where the record transmission step is included, the record transmission step ends by receiving from the terminal at least one of a record of the health behavior performed by the subject and a period during which the health behavior was performed (S29). The record may be, for example, a record recorded by a recording device capable of automatically recording the health behavior and the period during which the health behavior was performed, or may be a record recorded by the subject himself / herself. By receiving the record from the terminal, for example, when recommending a new health behavior to the subject, it becomes possible to recommend a health behavior by excluding a health behavior already performed by the subject.

[0062] Next, an example of the health behavior recommendation device of this embodiment will be described with reference to FIGS.

[0063] Fig. 9 is a block diagram showing an example of the configuration of the health behavior recommendation device 20 of this embodiment. As shown in Fig. 9, the device 20 includes a subject information receiving unit 21, a candidate information determining unit 22, a candidate information transmitting unit 23, a selection information receiving unit 24, a recommended information determining unit 25, and a recommended information transmitting unit 26. As shown in Fig. 10, the device 20 may be a device 20a further including a recommended behavior period determining unit 27 or a recommended behavior period transmitting unit 28. Although not shown, the devices 20 and 20a of this embodiment can be connected to the above-mentioned terminal via a communication line network 30.

[0064] The device 20 may be, for example, a single device including the above-mentioned units, or a device to which the above-mentioned units can be connected via the communication line network. The device 20 may be connected to an external device described later via the communication line network. The device 20 may be incorporated in a server as a system. The device 20 may be, for example, a personal computer (PC, for example, desktop type or notebook type) in which the program disclosed herein is installed, a smartphone, a tablet terminal, or the like. The device 20 may be in the form of cloud computing or edge computing, for example, in which at least one of the above-mentioned units is on a server and the other units are on a terminal.

[0065] 11 and 12 are block diagrams illustrating the hardware configuration of the present devices 20 and 20a. The present devices 20 and 20a include, for example, a central processing unit (CPU, GPU, etc.) 201, a memory 202, a bus 203, a storage device 204, an input device 205, an output device 206, and a communication device 207. Each part of the present device 20 is connected to each other via the bus 203 by each interface (I / F).

[0066] The central processing unit 201 cooperates with other components through a controller (system controller, I / O controller, etc.) and controls the entire device 20. In the devices 20 and 20a, the central processing unit 201 executes, for example, the program of the present disclosure and other programs, and reads and writes various information. Specifically, for example, the central processing unit 201 functions as a subject information receiving unit 21, a candidate information determining unit 22, a candidate information transmitting unit 23, a selection information receiving unit 24, a recommended information determining unit 25, and a recommended information transmitting unit 26. It may further function as a recommended behavior period determining unit 27 or a recommended behavior period transmitting unit 28. The central processing unit 201 may include, as a computing device, a CPU, a GPU (Graphics Processing Unit), an APU (Accelerated Processing Unit), or a combination of these.

[0067] The bus 203 can also be connected to, for example, an external device. Examples of the external device include an external storage device such as an external database, a printer, an external input device, an external display device, an external imaging device, etc. The present devices 20 and 20a can be connected to an external network (the above-mentioned communication line network) by, for example, a communication device 207 connected to the bus 203, and can also be connected to other devices via the external network.

[0068] The memory 202 is, for example, a main memory (primary storage device). When the central processing unit 201 performs processing, the memory 202 reads various operation programs, such as the program of the present disclosure, stored in the storage device 204 described below, and the central processing unit 201 receives data from the memory 202 and executes the program. The main memory is, for example, a RAM (random access memory). The memory 202 may also be, for example, a ROM (read only memory).

[0069] The storage device 204 is also called an auxiliary storage device, for example, in contrast to the main memory (primary storage device). As described above, the storage device 204 stores an operating program including the program of the present disclosure. The storage device 204 may be, for example, a combination of a recording medium and a drive that reads and writes data from and to the recording medium. The recording medium is not particularly limited, and may be, for example, an internal or external type, such as a hard disk (HD), CD-ROM, CD-R, CD-RW, MO, DVD, flash memory, or memory card. The storage device 204 may be, for example, a hard disk drive (HDD) in which a recording medium and a drive are integrated, or a solid state drive (SSD).

[0070] In the present devices 20 and 20a, the memory 202 and the storage device 204 can store various information such as log information, information acquired from an external database (not shown) or an external device, information generated by the present devices 20 and 20a, and information used by the present devices 20 and 20a when executing processing. In this case, the memory 202 and the storage device 204 may store, for example, information, etc. Note that at least a part of the information may be stored, for example, in an external server other than the memory 202 and the storage device 204, or may be stored in a distributed manner in multiple terminals using block chain technology or the like.

[0071] The present devices 20 and 20a further include, for example, an input device 205 and an output device 206. Examples of the input device 205 include pointing devices such as a touch panel, a track pad, and a mouse; a keyboard; imaging means such as a camera and a scanner; a card reader such as an IC card reader and a magnetic card reader; and audio input means such as a microphone. Examples of the output device 206 include a display device such as an LED display and a liquid crystal display; an audio output device such as a speaker; a printer; and the like. In the second embodiment, the input device 205 and the output device 206 are configured separately, but the input device 205 and the output device 206 may be configured as an integrated device, such as a touch panel display.

[0072] Next, the health behavior recommendation method of this embodiment will be described.

[0073] The information processing method of this embodiment can be implemented by using the descriptions in the program and the health behavior recommendation device of this embodiment. The health behavior recommendation method of this embodiment is implemented by replacing each "procedure" in the program of this embodiment with "step". Specifically, the health behavior recommendation method of this embodiment includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommended information determining step, and a recommended information transmitting step. In addition, the method may further include a recommended information transmitting step, a recommended behavior period determining step, or a recommended behavior period transmitting step. The health behavior recommendation method of this embodiment can be implemented, for example, using the device 20 or 20a of FIG. 9 or FIG. 10. Note that the health behavior recommendation method of this embodiment is not limited to the use of the device 20 or 20a of FIG. 9 or FIG. 10.

[0074] [Embodiment 3] The health behavior recommendation system of the present disclosure will be described.

[0075] An example of the health behavior recommendation system of this embodiment will be described with reference to the block diagram of Fig. 13. Fig. 13 is a block diagram showing the configuration of an example of the health behavior recommendation system of the present disclosure.

[0076] In the health behavior recommendation system of this embodiment, the terminal of this disclosure and the health behavior recommendation device (server) of this disclosure can communicate with each other. For example, as shown in FIG. 13, the terminal 10 of embodiment 1 as the terminal and the health behavior recommendation device 20 of embodiment 2 as the server are connected via a communication line network 30. Note that FIG. 13 is merely an example, and the terminal may be, for example, the terminal 10a of embodiment 1 or another terminal. Also, for example, the server may be the health behavior recommendation device 20a of embodiment 2 or another health behavior recommendation device (server).

[0077] [Embodiment 4] A procedure for recommending health behavior using the health behavior recommendation system of the present disclosure will be described with specific examples with reference to Figs. 14 to 16. Fig. 14 is a flowchart showing an example of a procedure for recommending health behavior using the health behavior recommendation system of the present disclosure. Figs. 15A to 15G are diagrams showing an example of an application screen displayed on a terminal of the present disclosure. Fig. 16 is a diagram showing another example of an application screen displayed on a terminal of the present disclosure.

[0078] First, an application including a program on the user terminal side of the present disclosure is started in the terminal of the present disclosure. For example, a screen for registering a health certificate (subject information) as shown in FIG. 15A is displayed. In FIG. 15A, when "Register health check result" is pressed, a screen as shown in FIG. 15B is displayed. In FIG. 15B, when "Take a picture" is pressed, the camera is started and the health certificate can be photographed. Thereafter, the photographed data of the health certificate is transmitted to the health behavior recommendation device of the present disclosure, and OCR processing is performed to determine the selected information. Note that in FIG. 14, the camera is started to photograph the health certificate, but this is not limited thereto. For example, an image of the health certificate that has been photographed or otherwise saved by pressing "Select from album" in FIG. 15B may be used. In addition, the photographing of the health certificate is not limited to the photographing of the health certificate, and the information described in the health certificate may be manually input by the subject himself or herself and transmitted to the health behavior recommendation device of the present disclosure. The OCR processing may be performed using an OCR processing function provided in the terminal of the present disclosure.

[0079] Next, the health behavior recommendation device of the present disclosure determines selection information based on the received health certificate (subject information). The determined selection information is transmitted to the terminal of the present disclosure.

[0080] The terminal of the present disclosure displays the received selection information, for example, in the display area of ​​the application. After that, the subject selects the selection information of interest, etc. from the displayed selection information. For example, as shown in FIG. 15C, a "Reading of medical examination data completed" screen may be displayed, and recommended health behaviors to attract the interest of the subject may be displayed as the candidate information. In addition, items predicted to be at high risk from the subject information may be displayed, and if there are no items predicted to be at high risk, a screen as shown in FIG. 15D may be displayed. In addition, as shown in FIG. 15E, a screen explaining the recommended health behaviors, etc. may be displayed as appropriate. When "Create your own action plan" displayed in FIGS. 15C and D is pressed, a screen as shown in FIG. 15F is displayed. The subject selects the selection information of interest, etc. from the selection information displayed as "Goal setting" according to the screen displayed in FIG. 15F. After that, when "Confirm" in FIG. 15F is pressed, the selection information selected by the subject is transmitted to the health behavior recommendation device of the present disclosure.

[0081] Next, the health behavior recommendation device of the present disclosure determines recommended information and a recommended behavior period based on the received selection information. The determined recommended information and recommended behavior period include information such as a message related to the selected selection information. The determined recommended information and recommended behavior period are transmitted to the terminal of the present disclosure.

[0082] The terminal of the present disclosure displays the received recommendation information and the recommended action period in the display area of ​​the application. For example, a screen as shown in FIG. 15G is displayed as the recommendation information. In FIG. 15G, the recommendation information includes a message, a recommended health action, and a label for displaying an action related to the health action. As the message, for example, a message as shown in FIG. 16 is displayed. As shown in FIG. 16, a message including a message (AI part) related to the selection information selected by the subject and a message (variable information) that changes in association with the information related to the selection information is selected according to the priority of the recommendation information, but only one of the messages of the AI ​​part and the variable information may be displayed. After that, the subject can perform a health action based on the displayed recommendation information and the recommended action period.

[0083] Information on the health behavior performed by the subject is recorded, for example, in the terminal of the present disclosure. The recorded information on the health behavior is transmitted to the health behavior recommendation device of the present disclosure. When the received health behavior has been completed, the health behavior recommendation device of the present disclosure is able to recommend a new health behavior to the subject by excluding the health behavior already performed by the subject.

[0084] [Embodiment 5] The trained models described in the first and second embodiments will be specifically described with reference to FIG.

[0085] FIG. 17 is a flowchart showing an example of a procedure for creating a trained model for calculating the importance of the selected information or the recommended information and the recommended action period.

[0086] In this example, a case will be described in which the medical examination results and interview results for the medical examinations of a plurality of people are used as learning data. First, a large number of pairs of the medical examination results and the interview results are read.

[0087] Next, data of people with multiple years' worth of health checkup results is extracted. Next, the data that exceeds the upper limit of a predetermined reference value range is extracted. Machine learning is performed using the interview results as explanatory variables and whether the health checkup results have improved as a target variable. The degree of contribution of each explanatory variable to the prediction is calculated as importance from the SHapley Additive exPlanations (SHAP) value. For example, for items related to the status of efforts to improve lifestyle habits included in the interview information among the explanatory variables, the period required to improve the health checkup item is calculated from the distribution of SHAP values ​​according to the answers to the interview. The above process is looped for each health checkup item.

[0088] After that, the importance of the interview results linked to the improvement of the health check items is compared with general knowledge about health, and health behaviors corresponding to the interview contents are set. Next, the importance is compared with general knowledge about health, and any importance that is inconsistent with the knowledge is corrected to 0. The corrected data is set as the importance of the health behavior for improving the health check items. In addition, the calculated period is set as the period required to improve the health check items.

[0089] [Embodiment 6] The method of calculating the importance of the candidate information and the recommendation information and the recommended action period described in the first and second embodiments will be specifically described with reference to FIG.

[0090] FIG. 18 is a flowchart showing an example of a process for calculating the importance of candidate information or recommended information and a recommended action period based on subject information.

[0091] In this example, a case will be described in which the subject's health check results are used as the subject information.

[0092] First, the medical examination results of the subject are input. Next, specific medical examination items are extracted, and the extracted items are normalized by dividing them by the upper limit of the reference range. After that, the item with the maximum value is extracted.

[0093] Next, for the extracted health checkup items, for example, the importance calculated in embodiment 5 is referenced, and three health behaviors are extracted in order of importance. The extracted health behaviors are presented to the subject. In addition, for the extracted health checkup items, the recommended behavior period calculated in embodiment 5 is referenced, and a period required for improving health is extracted. The extracted period is presented to the subject as a period required for improving health.

[0094] [Embodiment 7] The method of presenting the candidate information and the recommended information explained in the first and second embodiments will be specifically explained with reference to FIG.

[0095] FIG. 19 is a flowchart showing an example of a process for presenting candidate information or recommended information based on subject information.

[0096] In this example, a case will be described in which the subject information is a medical examination result of the subject, and information on exercise will be used as the candidate information and the selection information.

[0097] First, the subject's health check results are input. Next, specific health check items are extracted, and the extracted items are normalized by dividing them by the upper limit of the reference range. After that, the item with the maximum value is extracted.

[0098] Next, for the extracted health checkup items, for example, the importance calculated in the fifth embodiment is referenced, and the importance of health behaviors related to exercise is extracted.

[0099] On the other hand, recommended exercise candidates are extracted by any method from a list of exercises stored in a storage device or the like, and a list of exercise candidates to be presented to the subject is created.

[0100] Next, it is confirmed whether or not there is an exercise related to the health behavior (i.e., interest information) that the subject is paying attention to in the list of exercise candidates that has been created. If there is a related exercise, the related exercise is selected and the loop is terminated. If there is no related exercise, a recommended exercise is determined by any method and the loop is terminated.

[0101] After the loop ends, the subject is shown the recommended exercise. In addition, the subject is shown, for example, a message explaining the reason for the recommendation in accordance with the focused health behavior.

[0102] [Embodiment 8] The program of the present disclosure may be recorded, for example, in a computer-readable recording medium. The recording medium is, for example, a non-transitory computer-readable storage medium. The recording medium is not particularly limited, and may be, for example, a random access memory (RAM), a read-only memory (ROM), a hard disk (HD), a flash memory (for example, a USB flash memory, an SD / SDHC card, etc.), an optical disk (for example, a CD-R / CD-RW, a DVD-R / DVD-RW, a BD-R / BD-RE, etc.), a magneto-optical disk (MO), a floppy disk (FD), etc. In addition, the program of this embodiment (for example, also referred to as a programming product or a program product) may be, for example, distributed from an external computer. The "distribution" may be, for example, distribution via a communication line network or distribution via a device connected by wire. The program of this embodiment may be installed and executed in the device to which it is distributed, or may be executed without being installed.

[0103] Although the present disclosure has been described above with reference to the embodiments, the present disclosure is not limited to the above-described embodiments. The configuration and conditions of the present disclosure may be modified in various ways that can be understood by a person skilled in the art within the scope of the present disclosure.

[0104] <Additional Notes> Some or all of the above embodiments may be described as follows, but are not limited to the following: (Appendix 1) The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquisition step acquires subject information including health information of the subject; The subject information transmitting step transmits the subject information to a server, the candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, the selection information acquisition step acquires selection information selected by the subject from the output candidate information; The selection information transmission step transmits the selection information to the server; the recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommendation information output step outputs the recommendation information, A program for causing a computer to execute each of the above procedures. (Appendix 2) The subject information further includes interest information of the subject, The recommended information receiving step further includes receiving, from the server, recommended information on a health behavior for the subject determined based on the interest information; The recommended information output step outputs at least one of recommended information on health behavior for the subject determined based on the selection information and recommended information on health behavior for the subject determined based on the interest information. The program described in Appendix 1. (Appendix 3) Further, the method includes a recommended action period receiving step and a recommended action period output step, The recommended action period receiving step includes receiving a recommended action period corresponding to the candidate information or the recommended information from the server; The recommended behavior period output step outputs the acquired recommended behavior period. 2. The program according to claim 1 or 2. (Appendix 4) The recommended behavior period output step further includes outputting an expected effect after the candidate information or the recommended information is implemented for the recommended behavior period. The program described in Appendix 3. (Appendix 5) Further, a record transmission procedure is included, The record transmission step transmits a record of at least one of the health behavior performed by the subject and a period during which the subject performed the health behavior to the server. 5. The program according to any one of appendix 1 to 4. (Appendix 6) The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommended information determining step, and a recommended information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; the candidate information determination step determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission step transmits the candidate information to the terminal; the selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; the recommended information determination step determines recommended information for a health behavior for the subject based on the selection information; The recommended information transmitting step transmits the recommended information to the terminal; A program for causing a computer to execute each of the above procedures. (Appendix 7) The subject information further includes interest information of the subject, The recommended information determination step includes determining recommended information of a health behavior for the subject based on the interest information; the recommended information transmission step transmits, to the terminal, recommended information on a health behavior for the subject determined based on the selection information and recommended information on a health behavior for the subject determined based on the interest information. The program described in Appendix 6. (Appendix 8) Further, the method includes a recommended behavior period determination step and a recommended behavior period transmission step, The step of determining a recommended behavior period includes determining a recommended behavior period of the candidate information or the recommended information, the step of transmitting the recommended behavior period includes transmitting the determined recommended behavior period to the terminal. 8. The program according to claim 6 or 7. (Appendix 9) The recommended action period transmission step further includes transmitting the candidate information or the recommendation information to the terminal, the expected effect after the recommended action period is performed. The program described in Appendix 8. (Appendix 10) Further, a record receiving step is included, The record receiving step includes receiving, from the terminal, a record of at least one of a health behavior performed by the subject and a period during which the subject performed the health behavior. 10. The program according to any one of appendixes 6 to 9. (Appendix 11) The present invention includes a subject information acquisition unit, a subject information transmission unit, a candidate information reception unit, a candidate information output unit, a selection information acquisition unit, a selection information transmission unit, a recommendation information reception unit, and a recommendation information output unit, The subject information acquisition unit acquires subject information including health information of the subject, The subject information transmission unit transmits the subject information to a server, the candidate information receiving unit receives, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output unit outputs the acquired candidate information, The selection information acquisition unit acquires selection information selected by the subject from the output candidate information, The selection information transmission unit transmits the selection information to the server, the recommended information receiving unit receives, from the server, recommended information on health behavior for the subject determined based on the selection information; The recommended information output unit outputs the recommended information. (Appendix 12) The subject information further includes interest information of the subject, The recommended information receiving unit further receives, from the server, recommended information on health behavior for the subject determined based on the interest information; A user terminal as described in Appendix 11, wherein the recommended information output unit outputs at least one of recommended information for health behavior for the subject determined based on the selection information and recommended information for health behavior for the subject determined based on the interest information. (Appendix 13) The system further includes a recommended behavior period receiving unit and a recommended behavior period output unit, the recommended action period receiving unit receives a recommended action period corresponding to the candidate information or the recommended information from the server; 13. The user terminal according to claim 11, wherein the recommended behavior period output unit outputs the acquired recommended behavior period. (Appendix 14) The user terminal according to claim 13, wherein the recommended behavior period output unit further outputs an expected effect after the candidate information or the recommended information is implemented for the recommended behavior period. (Appendix 15) Further, a record transmitting unit is included, A user terminal described in any one of Appendices 11 to 14, wherein the record transmission unit transmits to the server a record of at least one of the health behaviors performed by the subject and the period during which the health behaviors were performed. (Appendix 16) The system includes a subject information receiving unit, a candidate information determining unit, a candidate information transmitting unit, a selection information receiving unit, a recommendation information determining unit, and a recommendation information transmitting unit, The subject information receiving unit receives subject information including health information of the subject from a terminal, The candidate information determination unit determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission unit transmits the candidate information to the terminal; The selection information receiving unit receives selection information selected by the subject from the candidate information from the terminal, The recommended information determination unit determines recommended information for a health behavior for the subject based on the selection information; The health behavior recommendation device, wherein the recommended information transmission unit transmits the recommended information to the terminal. (Appendix 17) The subject information further includes interest information of the subject, The recommended information determination unit determines recommended information for a health behavior for the subject based on the interest information, The health behavior recommendation device described in Appendix 16, wherein the recommended information sending unit sends to the terminal recommended information for health behavior for the subject determined based on the selection information and recommended information for health behavior for the subject determined based on the interest information. (Appendix 18) The system further includes a recommended behavior period determination unit and a recommended behavior period transmission unit, The recommended behavior period determination unit determines a recommended behavior period of the candidate information or the recommended information, 18. The health behavior recommendation device according to claim 16, wherein the recommended behavior period transmission unit transmits the determined recommended behavior period to the terminal. (Appendix 19) The health behavior recommendation device according to claim 18, wherein the recommended behavior period transmission unit further transmits the candidate information or the recommended information to the terminal along with an expected effect after the recommended behavior period is implemented. (Appendix 20) Further, a record receiving unit is included, 20. The health behavior recommendation device described in any one of Appendices 16 to 19, wherein the record receiving unit receives from the terminal a record of at least one of the health behavior performed by the subject and the period during which the health behavior was performed. (Appendix 21) A terminal and a server are included. The terminal and the server are capable of communicating with each other, The terminal is a user terminal according to any one of Supplementary Notes 11 to 15, The server is a health behavior recommendation device according to any one of appendixes 16 to 20. Health behavior recommendation system. (Appendix 22) The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquiring step acquires subject information including health information of the subject, The subject information transmitting step transmits the subject information to a server, The candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, The selection information acquisition step acquires selection information selected by the subject from the output candidate information, The selection information transmitting step transmits the selection information to the server, The recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommended information output step outputs the recommended information. (Appendix 23) The subject information further includes interest information of the subject, The recommended information receiving step further includes receiving, from the server, recommended information on a health behavior for the subject determined based on the interest information; A user terminal side information processing method as described in Appendix 22, wherein the recommended information output process outputs at least one of recommended information for health behaviors for the subject determined based on the selection information and recommended information for health behaviors for the subject determined based on the interest information. (Appendix 24) The method further includes a recommended behavior period receiving step and a recommended behavior period output step, The recommended behavior period receiving step includes receiving a recommended behavior period corresponding to the candidate information or the recommended information from the server, 24. The user terminal-side information processing method according to claim 22, wherein the recommended behavior period output step outputs the acquired recommended behavior period. (Appendix 25) The user terminal-side information processing method according to claim 24, wherein the recommended action period output step further outputs an expected effect after the candidate information or the recommended information is implemented for the recommended action period. (Appendix 26) Further, a recording and transmitting step is included, A user terminal side information processing method described in any one of Appendices 22 to 25, wherein the record transmission step transmits to the server a record of at least one of the health behaviors performed by the subject and the period during which the health behaviors were performed. (Appendix 27) The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommendation information determining step, and a recommendation information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; The candidate information determination step determines candidate information of health behaviors for the subject based on the subject information, The candidate information transmitting step transmits the candidate information to the terminal, The selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; The recommended information determination step determines recommended information for a health behavior for the subject based on the selection information, The health behavior recommendation method, wherein the recommended information sending step sends the recommended information to the terminal. (Appendix 28) The subject information further includes interest information of the subject, The recommended information determination step determines recommended information of a health behavior for the subject based on the interest information, A health behavior recommendation method as described in Appendix 27, wherein the recommended information sending step sends to the terminal recommended information for health behavior for the subject determined based on the selection information and recommended information for health behavior for the subject determined based on the interest information. (Appendix 29) The method further includes a recommended behavior period determination step and a recommended behavior period transmission step, The recommended behavior period determination step determines a recommended behavior period of the candidate information or the recommended information, 29. The health behavior recommendation method according to claim 27 or 28, wherein the recommended behavior period sending step sends the determined recommended behavior period to the terminal. (Appendix 30) The health behavior recommendation method according to claim 29, wherein the recommended behavior period sending step further includes sending the candidate information or the recommended information to the terminal along with an expected effect after the recommended behavior period is performed. (Appendix 31) Further, a recording and receiving step is included, A health behavior recommendation method described in any one of Appendices 27 to 30, wherein the record receiving step receives from the terminal a record of at least one of the health behavior performed by the subject and the period during which the health behavior was performed. (Appendix 32) The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquisition step acquires subject information including health information of the subject; The subject information transmitting step transmits the subject information to a server, the candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, the selection information acquisition step acquires selection information selected by the subject from the output candidate information; The selection information transmission step transmits the selection information to the server; the recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommendation information output step outputs the recommendation information, A computer-readable recording medium having recorded thereon a program for causing a computer to execute each of the above procedures. (Appendix 33) The subject information further includes interest information of the subject, The recommended information receiving step further includes receiving, from the server, recommended information on a health behavior for the subject determined based on the interest information; the recommended information output step includes outputting at least one of recommended information on health behavior for the subject determined based on the selection information and recommended information on health behavior for the subject determined based on the interest information; 33. A computer-readable recording medium according to claim 32, having a program recorded thereon for causing a computer to execute each of the procedures. (Appendix 34) Further, the method includes a recommended action period receiving step and a recommended action period output step, The recommended action period receiving step includes receiving a recommended action period corresponding to the candidate information or the recommended information from the server; The recommended behavior period output step outputs the acquired recommended behavior period; 34. A computer-readable recording medium according to claim 32 or 33, having a program recorded thereon for causing a computer to execute each of the procedures. (Appendix 35) The recommended behavior period output step further includes outputting an expected effect after the candidate information or the recommended information is implemented for the recommended behavior period; A computer-readable recording medium according to claim 34, having a program recorded thereon for causing a computer to execute each of the procedures described above. (Appendix 36) Further, a record transmission procedure is included, The record transmission step transmits a record of at least one of the health behavior performed by the subject and a period during which the subject performed the health behavior to the server; A computer-readable recording medium according to any one of appendices 32 to 35, having a program recorded thereon for causing a computer to execute each of the procedures described above. (Appendix 37) The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommended information determining step, and a recommended information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; the candidate information determination step determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission step transmits the candidate information to the terminal; the selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; the recommended information determination step determines recommended information for a health behavior for the subject based on the selection information; The recommended information transmitting step transmits the recommended information to the terminal; A computer-readable recording medium having recorded thereon a program for causing a computer to execute each of the above procedures. (Appendix 38) The subject information further includes interest information of the subject, The recommended information determination step includes determining recommended information of a health behavior for the subject based on the interest information; the recommended information transmission step transmits, to the terminal, recommended information on a health behavior for the subject determined based on the selection information and recommended information on a health behavior for the subject determined based on the interest information; A computer-readable recording medium according to claim 37, having a program recorded thereon for causing a computer to execute each of the procedures described above. (Appendix 39) Further, the method includes a recommended behavior period determination step and a recommended behavior period transmission step, The step of determining a recommended behavior period includes determining a recommended behavior period of the candidate information or the recommended information, the step of transmitting the recommended behavior period includes transmitting the determined recommended behavior period to the terminal; 39. A computer-readable recording medium according to claim 37 or 38, having a program recorded thereon for causing a computer to execute each of the procedures. (Appendix 40) The recommended action period transmission step further includes transmitting, to the terminal, an expected effect after the candidate information or the recommendation information is performed during the recommended action period; A computer-readable recording medium according to claim 39, having a program recorded thereon for causing a computer to execute each of the procedures described above. (Appendix 41) Further, a record receiving step is included, The record receiving step includes receiving, from the terminal, a record of at least one of a health behavior performed by the subject and a period during which the subject performed the health behavior; A computer-readable recording medium according to any one of appendices 37 to 40, having a program recorded thereon for causing a computer to execute each of the procedures described above. [Industrial Applicability]

[0105] According to the present disclosure, it is possible to provide a program, a user terminal, a health behavior recommendation device, a health behavior recommendation system, an information processing method, a health behavior recommendation method, and a recording medium that are capable of providing recommended information regarding health behavior in accordance with a selection by a subject. The fields to which the present disclosure can be applied are not limited, and the program of the present disclosure is useful in various fields. [Explanation of symbols]

[0106] 10 Terminal (user terminal) 11. Target information acquisition department 12. Target information transmission unit 13 Candidate Information Receiving Unit 14 Candidate information output section 15 Selection information acquisition unit 16 Selection information transmission unit 17 Recommendation Information Receiving Unit 18 Recommendation information output section 19 Recommended Action Period Reception Department 110 Recommended action period output section 111 Recording and transmission unit 20 Health behavior recommendation device (server) 21 Target Information Receiving Department 22 Candidate information determination unit 23 Candidate Information Transmission Unit 24 Selection information receiving unit 25 Recommendation information determination unit 26 Recommended Information Transmission Unit 27 Recommended Action Period Judgment Section 28 Recommended Action Period Transmission Section 101, 201 CPU 102, 202 Memory 103, 203 Bus 104, 204 Storage device 105, 205 Input device 106, 206 Output device 107, 207 Communication devices 30 Communication Network

Claims

1. The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquisition step acquires subject information including health information of the subject; The subject information transmitting step transmits the subject information to a server, the candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, the selection information acquisition step acquires selection information selected by the subject from the output candidate information; The selection information transmission step transmits the selection information to the server; the recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommendation information output step outputs the recommendation information, A program for causing a computer to execute each of the above procedures.

2. The subject information further includes interest information of the subject, The recommended information receiving step further includes receiving, from the server, recommended information on a health behavior for the subject determined based on the interest information; The recommended information output step outputs at least one of recommended information on health behavior for the subject determined based on the selection information and recommended information on health behavior for the subject determined based on the interest information. The program according to claim 1.

3. Further, the method includes a recommended action period receiving step and a recommended action period output step, The recommended action period receiving step includes receiving a recommended action period corresponding to the candidate information or the recommended information from the server; The recommended behavior period output step outputs the acquired recommended behavior period.

3. The program according to claim 1 or 2.

4. The recommended behavior period output step further includes outputting an expected effect after the candidate information or the recommended information is implemented for the recommended behavior period. The program according to claim 3.

5. Further, a record transmission procedure is included, The record transmission step transmits a record of at least one of the health behavior performed by the subject and a period during which the subject performed the health behavior to the server. The program according to claim 1.

6. The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommended information determining step, and a recommended information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; the candidate information determination step determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission step transmits the candidate information to the terminal; the selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; the recommended information determination step determines recommended information for a health behavior for the subject based on the selection information; The recommended information transmitting step transmits the recommended information to the terminal; A program for causing a computer to execute each of the above procedures.

7. The subject information further includes interest information of the subject, The recommended information determination step includes determining recommended information of a health behavior for the subject based on the interest information; the recommended information transmission step transmits, to the terminal, recommended information on a health behavior for the subject determined based on the selection information and recommended information on a health behavior for the subject determined based on the interest information. The program according to claim 6.

8. Further, the method includes a recommended behavior period determination step and a recommended behavior period transmission step, The step of determining a recommended behavior period includes determining a recommended behavior period of the candidate information or the recommended information, the step of transmitting the recommended behavior period includes transmitting the determined recommended behavior period to the terminal. The program according to claim 6 or 7.

9. The recommended action period transmission step further includes transmitting the candidate information or the recommendation information to the terminal, the expected effect after the recommended action period is performed. The program according to claim 8.

10. Further, a record receiving step is included, The record receiving step includes receiving, from the terminal, a record of at least one of a health behavior performed by the subject and a period during which the subject performed the health behavior. The program according to claim 6.

11. The present invention includes a subject information acquisition unit, a subject information transmission unit, a candidate information reception unit, a candidate information output unit, a selection information acquisition unit, a selection information transmission unit, a recommendation information reception unit, and a recommendation information output unit, The subject information acquisition unit acquires subject information including health information of the subject, The subject information transmission unit transmits the subject information to a server, the candidate information receiving unit receives, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output unit outputs the acquired candidate information, The selection information acquisition unit acquires selection information selected by the subject from the output candidate information, The selection information transmission unit transmits the selection information to the server, the recommended information receiving unit receives, from the server, recommended information on health behavior for the subject determined based on the selection information; The recommended information output unit outputs the recommended information.

12. The system includes a subject information receiving unit, a candidate information determining unit, a candidate information transmitting unit, a selection information receiving unit, a recommendation information determining unit, and a recommendation information transmitting unit, The subject information receiving unit receives subject information including health information of the subject from a terminal, The candidate information determination unit determines candidate information of health behaviors for the subject based on the subject information, The candidate information transmission unit transmits the candidate information to the terminal; The selection information receiving unit receives selection information selected by the subject from the candidate information from the terminal, The recommended information determination unit determines recommended information for a health behavior for the subject based on the selection information; The health behavior recommendation device, wherein the recommended information transmission unit transmits the recommended information to the terminal.

13. A terminal and a server are included. The terminal and the server are capable of communicating with each other, The terminal is a user terminal according to claim 11, The server is a health behavior recommendation device according to claim 12. Health behavior recommendation system.

14. The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquiring step acquires subject information including health information of the subject, The subject information transmitting step transmits the subject information to a server, The candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, The selection information acquisition step acquires selection information selected by the subject from the output candidate information, The selection information transmitting step transmits the selection information to the server, The recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommended information output step outputs the recommended information.

15. The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommendation information determining step, and a recommendation information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; The candidate information determination step determines candidate information of health behaviors for the subject based on the subject information, The candidate information transmitting step transmits the candidate information to the terminal, The selection information receiving step includes receiving selection information selected by the subject from the candidate information from the terminal, The recommended information determination step determines recommended information for a health behavior for the subject based on the selection information, The health behavior recommendation method, wherein the recommended information sending step sends the recommended information to the terminal.

16. The method includes a subject information acquisition step, a subject information transmission step, a candidate information reception step, a candidate information output step, a selection information acquisition step, a selection information transmission step, a recommendation information reception step, and a recommendation information output step, The subject information acquisition step acquires subject information including health information of the subject; The subject information transmitting step transmits the subject information to a server, the candidate information receiving step includes receiving, from the server, candidate information of a health behavior for the subject determined based on the subject information; The candidate information output step outputs the acquired candidate information, the selection information acquisition step acquires selection information selected by the subject from the output candidate information; The selection information transmission step transmits the selection information to the server; the recommended information receiving step includes receiving, from the server, recommended information on a health behavior for the subject determined based on the selection information; The recommendation information output step outputs the recommendation information, A computer-readable recording medium having recorded thereon a program for causing a computer to execute each of the above procedures.

17. The method includes a subject information receiving step, a candidate information determining step, a candidate information transmitting step, a selection information receiving step, a recommended information determining step, and a recommended information transmitting step, The subject information receiving step includes receiving subject information including health information of the subject from a terminal; the candidate information determination step determines candidate information of health behaviors for the subject based on the subject information; The candidate information transmission step transmits the candidate information to the terminal; the selection information receiving step includes receiving, from the terminal, selection information selected by the subject from the candidate information; the recommended information determination step determines recommended information for a health behavior for the subject based on the selection information; The recommended information transmitting step transmits the recommended information to the terminal; A computer-readable recording medium having recorded thereon a program for causing a computer to execute each of the above procedures.

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