WO2020026672A1

WO2020026672A1 - Information management device and behavior-activated system

Info

Publication number: WO2020026672A1
Application number: PCT/JP2019/026095
Authority: WO
Inventors: 翔寺澤; 麻見松本; 里恵清水; 宏小清水
Original assignee: オムロンヘルスケア株式会社
Priority date: 2018-07-31
Filing date: 2019-07-01
Publication date: 2020-02-06
Also published as: JP2020021233A

Abstract

This information management device is equipped with: a rank determination unit that ranks users, belonging to a user group, on each of a plurality of evaluation axes on the basis of user behavior data for the users; a title generation unit that generates a title, which uses words and is related to the evaluation axis corresponding to the ranking thereof, assigns said title to a user, and outputs both the user to which the title has been assigned and the assigned title; and a display unit that displays the user to which the title has been assigned and the assigned title.

Description

Information management device and action activation system

The present invention relates to an information management device and a behavior activation system.

For example, Patent Literature 1 acquires a user's behavior data and information obtained by collecting behavior data of the entire group, and changes the type and size of a symbol for each user to visualize the degree of contribution to the group. We propose a technology to increase the motivation of people to act.

Japanese Patent Application Laid-Open No. 2011-81540

In Patent Document 1, since a symbol such as a picture or a figure is presented as a method of visualizing the degree of contribution, it is necessary to grasp at a glance how and how much the user has contributed. Is difficult. For this reason, it is still insufficient to improve motivation for user's behavior.

The present invention has been made in view of the above circumstances, and its purpose is to make it easy for other members of the group to know how the user is contributing. An object of the present invention is to provide an information management device and a behavior activation system that can further increase motivation for user behavior.

The present invention employs the following configuration in order to solve the above-described problems.

According to one aspect of the present disclosure, the information management device includes, for each user, user action data including action information indicating an action performed by each user belonging to a user group, and time information related to the action information. A user behavior data collection unit that collects from a user terminal, a rank determination unit that ranks each user of the user group for each of a plurality of evaluation axes based on the user behavior data, and a ranking for each of the plurality of evaluation axes. In response to the evaluation axis, a title using a language is generated, the title corresponding to the ranking is given to a corresponding user, and the user to which the title is given and the given title are output. And a display unit for displaying the user to whom the title is assigned and the assigned title.
According to the information management device having the above configuration, as a method of visualizing the degree of contribution to the user group, a title using a language is generated and assigned to each of the plurality of evaluation axes. The other members of the group can be easily informed of the contribution, and thus the motivation of each user for the action can be further increased. In particular, by evaluating with various evaluation axes, the possibility that the contribution is recognized increases, and even if the user does not recognize the contribution with only one conventional evaluation axis, the contribution is visualized, It leads to motivation improvement. Further, by disseminating the title of the user, the competitiveness of other users is enhanced, and the behavior of the entire group is activated.

Note that, in the above aspect, the plurality of evaluation axes can be respectively set according to an action pattern based on the action information.
According to this configuration, by grouping the users according to the behavior pattern, the ranking of each user in the group can be easily determined, and a title can be given to the user according to the behavior pattern and the ranking.

Further, in the above aspect, the evaluation axis includes an evaluation axis for a target related to an activity period or an amount of activity or an amount of exercise based on the activity information, and the title generation unit determines the target of the activity period or the amount of activity or the amount of exercise based on the target. A title using a language can be generated that is related to the evaluation axis of.
According to this configuration, it is possible to increase the possibility that a title will be given to the user by having the evaluation axis for the action period or the goal related to the activity amount or the exercise amount. For example, assign a title that uses a language such as "cleaning king" or "swimming king" to a user who is not evaluated on other evaluation axes but has the largest amount of activity such as cleaning or swimming. Can be.

Further, in the above aspect, the evaluation axis includes an evaluation axis for a dietary restriction based on the behavior information or a balance between the dietary restriction and the amount of exercise, and the title generation unit includes the dietary restriction or the dietary restriction and the amount of exercise. Linguistic titles can be generated that are associated with an evaluation axis for the balance of
According to this configuration, it is possible to increase the possibility that the title will be given to the user by having the evaluation axis for the meal restriction or the balance between the meal restriction and the exercise amount. For example, users who are not evaluated on other evaluation axes, but who are most protected by dietary restrictions such as salt intake are given titles using languages such as `` reduced salt king '', or the ratio of calorie consumption to calorie intake, etc. The user who has the best balance between the dietary restriction and the amount of exercise can be given a title using a language such as “Balance King”.

In the above aspect, the evaluation axis includes an evaluation axis for a relationship between exercise amount and weather or temperature based on the behavior information, and the title generation unit evaluates a relationship between the exercise amount and weather or temperature. A linguistic title can be generated for the axis.
According to this configuration, it is possible to increase the possibility that the title will be given to the user by having the evaluation axis for the relationship between the exercise amount and the weather or the temperature. For example, for users who are not evaluated on other evaluation axes, but have performed the most exercises under the most severe conditions in relation to the amount of exercise and the weather or temperature, such as "exercise king in the snow" or "exercise king in the cold" Titles using languages can be given.

In the above aspect, the evaluation axis includes an evaluation axis for an action place based on the action information, and the title generation unit generates a title using a language related to the evaluation axis for the action place. can do.
According to this configuration, it is possible to increase the possibility that a title will be given to the user by having the evaluation axis for the action place. For example, a title that uses a language such as “stair king” can be given to a user who is not evaluated on the evaluation axis of the total amount of exercise but has the largest amount of exercise limited to stair climbing.

In the above aspect, the evaluation axis may include an evaluation axis for an action time or an action time based on the action information, and the title generation unit may include a language related to the evaluation axis for the action time or the action time. Can be generated.
According to this configuration, it is possible to increase the possibility that the title will be given to the user by having the evaluation axis for the target regarding the action time or the action time. For example, a language such as “early rising king” for a user who has the largest amount of exercise limited to the early morning but “long-lasting king” for a user who exercises for the longest time is not evaluated on the evaluation axis of the total amount of exercise. Can be assigned.

Further, in the above aspect, the evaluation axis includes an evaluation axis for the number of times or time of measurement of biological information based on the behavior information, and the title generation unit evaluates the number of times or time of measurement of the biological information. A linguistic title can be generated for the axis.

According to this configuration, by having an evaluation axis for the number of times of measurement or the measurement time of the biological information, it is possible to increase the possibility that a title will be given to the user. For example, for a user who is not evaluated on other evaluation axes but has the largest number of blood pressure measurements per day or has the most consistent blood pressure measurement time, a language such as "measurement number king" or "mechanical king" is used. Titles can be given.

In the above aspect, the information management device transmits the title to at least the user terminal of the user to which the title is assigned, among the plurality of users of the user group, whereby the title is transmitted. The apparatus may further include a title presenting unit that causes the user terminal to present the title.
According to this configuration, at least the assigned title is presented to the user terminal of the user to which the title has been assigned, so that the user to which the title has been assigned has what title has been assigned to itself. And motivation to take action.

Further, in the above aspect, the information management device further includes a title database which stores, in advance, for each of the plurality of evaluation axes, a plurality of titles using the language, which are related to the plurality of evaluation axes, Can select the title stored in the title database according to the ranking.
According to this configuration, the title can be easily generated by storing the title for each evaluation axis in a database.

In the above aspect, the information management device generates an evaluation axis and a plurality of titles using a language related to the evaluation axis, based on the user behavior data collected by the user behavior data collection unit. An evaluation axis generation unit may be further provided.
According to this configuration, it is possible to generate an evaluation axis for rank determination in the rank determination unit and a title for title generation in accordance with the ranking in the title generation unit.

In this case, the information management device stores, for each of the plurality of evaluation axes, a title database that stores a plurality of titles using the language in advance, and a number of keywords that can be used as titles. A keyword database, the evaluation axis generation unit groups the users having the same pattern in the user behavior data collected by the user behavior data collection unit into one group, and sets an evaluation axis for the group. A keyword that matches the generated evaluation axis may be acquired from the keyword database, and the acquired keyword may be additionally stored in the title database together with the generated evaluation axis as a title.
According to this configuration, a new evaluation axis and a new title are added to the title database by generating an evaluation axis based on the user behavior data and acquiring a title matching the generated evaluation axis from the keyword database. Can be. Therefore, it is possible to increase the possibility that a certain title will be given to the user.

Alternatively, the information management device includes, for each of the plurality of evaluation axes, a title database that stores in advance a plurality of titles using the language related to the evaluation axis, a management display unit that displays a management screen, Further comprising: an input unit that receives a user's input, wherein the evaluation axis generation unit groups users having the same pattern in the user behavior data collected by the user behavior data collection unit into one group, and Generating an evaluation axis related to a group, displaying the generated evaluation axis and the pattern of the grouped user behavior data on the management screen of the management display unit, and inputting the generated evaluation axis via the input unit; A plurality of titles for the evaluated evaluation axis may be additionally stored in the title database together with the generated evaluation axis.
According to this configuration, a new evaluation axis and a new title can be added to the title database by generating an evaluation axis based on the user behavior data and receiving an input of a title corresponding to the generated evaluation axis. . Therefore, it is possible to increase the possibility that a certain title will be given to the user.

In the above aspect, the rank determination unit may determine, for each of the plurality of evaluation axes, whether a target regarding a period or an amount is satisfied. , Each user of the user group may be ranked.
According to this configuration, each time a target set for one evaluation axis is achieved, a title indicating the degree of contribution of the evaluation axis for which the target has been achieved, even during the achievement of the target for another evaluation axis. Is presented, the user who has not been given a title can be motivated to increase his / her contribution to other evaluation axes and obtain the title.

In another aspect of the present disclosure, an information management device includes a user activity provided for each of a plurality of users belonging to a user group, the activity management information including activity information indicating an activity performed by each user, and time information related to the activity information. Transmit data, a plurality of user terminals, a user behavior data collection unit that collects the user behavior data transmitted from each of the plurality of user terminals, and based on the collected user behavior data of the plurality of users A rank determining unit that ranks each user of the user group for each of the plurality of evaluation axes, and according to the ranking for each of the plurality of evaluation axes, generates a title using a language related to the evaluation axis, The title corresponding to the ranking is given to the corresponding user, and the user given the title and the given title A title generator for outputting comprises a display unit in which the title is displayed and its granted title with a user granted.
According to this configuration, as a method of visualizing the degree of contribution to the user group, a title using a language is generated and assigned to each of the plurality of evaluation axes, so how the user contributes by this title. Can be simply informed to other members of the group, and thus the motivation of each user for the action can be further increased. In particular, by evaluating with various evaluation axes, the possibility that the contribution is recognized increases, and even if the user does not recognize the contribution with only one conventional evaluation axis, the contribution is visualized, It leads to motivation improvement. Further, by disseminating the title of the user, the competitiveness of other users is enhanced, and the behavior of the entire group is activated.

According to the present invention, it is possible to clearly inform the other members of the group of how the user is contributing, and thus it is possible to further increase the motivation of each user for the action.

FIG. 1 is a block diagram schematically illustrating an example of a configuration of a behavior activation system according to the embodiment. FIG. 2 is a block diagram illustrating an example of the overall configuration of the behavior activation system according to the first embodiment. FIG. 3 is a diagram illustrating an example of stored contents of user behavior data of each user in the behavior data database. FIG. 4 is a diagram showing an example of the storage contents of the title database. FIG. 5 is a diagram illustrating an example of the storage contents of the keyword database. FIG. 6 is a flowchart illustrating an example of a processing procedure during a group event in the information management device. FIG. 7 is a flowchart illustrating an example of the target achievement determination process in FIG. FIG. 8 is a flowchart illustrating an example of a new evaluation axis generation process in FIG. FIG. 9 is a flowchart illustrating an example of the title assignment process in FIG. FIG. 10 is a flowchart illustrating an example of a new evaluation axis generation processing procedure in the second embodiment.

Hereinafter, embodiments of the present invention will be described with reference to the drawings.

[Application example]
First, an example of a scene to which the present invention is applied will be described with reference to FIG. FIG. 1 schematically illustrates an example of a configuration of a behavior activation system according to the embodiment.

[Configuration of application example]
In the example of FIG. 1, the behavior activation system includes an information management device 10 and a plurality of user terminals 20 connected to the information management device 10, respectively. The information management device 10 and each user terminal 20 may be directly connected, or may be connected via a network (not shown) such as a LAN (Local Area Network) or the Internet. The connection may be any of a wired connection and a wireless connection.

The user terminal 20 may be a smart device such as a general smartphone (smartphone) or a tablet terminal. The user terminal 20 is owned by each user belonging to a user group related to an event provided by the behavior activation system. The user terminal 20 can transmit, to the information management apparatus 10, user behavior data including behavior information indicating behavior performed by the user and time information related to the behavior information. The behavior information may be information measured by a sensor included in the user terminal 20 itself, or information obtained by communication or manually input by a user, measured by a measurement device separate from the user terminal 20. May be. The time information may be timed by a clock provided in the user terminal 20 or the measuring device when the behavior information is collected, and may be embedded or associated with the behavior information in the user terminal 20 or the measurement device. The time information can indicate a start time and an end time or a duration from the start time to the end time. When the action performed by the user is measurement of biological information, the time information can indicate the measured time.

The information management device 10 can be a server device or a personal computer managed by an administrator. Although not shown, the information management device 10 may include, for example, a control unit, a storage unit connected to the control unit, and a communication interface for exchanging data with the user terminal 20. Communication by the communication interface is not limited to a specific communication method.

The control unit can include, for example, a processor such as a CPU (Central Processing Unit) or an MPU (Micro Processing Unit) and a memory such as a RAM (Random Access Memory) or a ROM (Read Only Memory). The ROM stores, for example, a program executed by the processor.

The storage unit can store, for example, a program executed by the processor of the control unit, setting data necessary for executing the program, and various databases. The program executed by the processor of the control unit is, for example, a behavior activation for performing operations of the user behavior data collection unit 11, the rank determination unit 12, the title generation unit 13, the title presentation unit 14, and the evaluation axis generation unit 15. Programs can be included. The setting data necessary for executing the program can include, for example, an access address of the user terminal 20, and the like. The database includes, for example, a title database 16 and a keyword database 17. The title database 16 stores, in advance, for each of a plurality of evaluation axes, for example, a plurality of titles using a language related to the evaluation axes. The keyword database 17 stores, for example, a large number of keywords that can be used as titles. It is not essential for the storage unit to store all of the program, the setting data, and the database as described above. For example, part or all of the action activation program is stored in the RAM of the control unit. Is also good. The storage unit may store programs, setting data, and databases other than those described above.

The storage medium included in the storage unit is a computer or a machine that can read information such as a recorded program, and stores information such as the program by electrical, magnetic, optical, mechanical, or chemical action. Any storage medium may be used. For example, as a storage medium included in the storage unit, an EEPROM (registered trademark) (Electrically Erasable, Programmable Read-Only Memory) or the like can be used. The storage unit may be used as a work memory by the processor of the control unit.

The information management device 10 can further include, as a user interface to the administrator, a display unit 18 for the administrator that displays a management screen, and an input unit 19 that receives an input from the administrator. The display unit 18 includes a display device such as a liquid crystal display and an organic EL (Electroluminescence) display. The input unit 19 includes, for example, a touch panel disposed on a display screen of a display device, a keyboard, a pointing device such as a mouse, and the like. In addition, the display unit 18 may include a large display device installed at an arbitrary place so that a plurality of users can view information, instead of a user interface to an administrator. Alternatively, the display unit 18 for a plurality of users to browse information may not be configured as a physical display device, but may be in a form such as a Web page that can be browsed arbitrarily from the user terminal 20.

The user behavior data collection unit 11 collects, for example, user behavior data transmitted from each of the user terminals 20 via the communication interface. The collected user behavior data can be stored in the storage unit.

The rank determining unit 12 ranks each user of a user group for each of a plurality of evaluation axes based on, for example, user behavior data of a plurality of users collected by the user behavior data collection unit 11 and stored in a storage unit.

The title generation unit 13 generates, for example, a title using a language related to the evaluation axis according to the ranking of each of the plurality of evaluation axes determined by the rank determination unit 12, and corresponds to each title according to the ranking. And output the user to which the titles are assigned and the assigned titles.

The user to which the title output by the title generation unit 13 has been assigned and the assigned title can be displayed on, for example, the display unit 18 for a plurality of users to view information.

Alternatively, the title presenting unit 14 may, for example, assign, to the user terminal 20 of at least the user to which the title has been given among a plurality of users in the user group, the user to whom the title output by the title generating unit 13 has been assigned and the assignment thereof. The given title can be transmitted via the communication interface. Thereby, the title using the language given to the user can be presented to the user terminal 20 to which the title has been transmitted.

The evaluation axis generation unit 15 newly generates an evaluation axis and a plurality of titles using a language related to the evaluation axis, based on the user behavior data collected by the user behavior data collection unit 11, for example.

[Operation of application example]
Next, an example of the operation of the behavior activation system will be described.

When the user behavior data is transmitted from the user terminal 20 of any of the users belonging to the user group, the user behavior data collection unit 11 acquires the data via, for example, a communication interface, and stores the acquired data in the storage unit. To go. The rank determination unit 12 determines, for example, at regular time intervals, based on the user behavior data of a plurality of users stored in the storage unit, whether or not the behavior of the user group has reached a prescribed period or amount. . For example, the rank determining unit 12 determines, for each of the plurality of evaluation axes, whether or not the target regarding the period or the amount has been satisfied. Note that the plurality of evaluation axes are set, for example, according to a behavior pattern based on the behavior information. For example, the plurality of evaluation axes may be an evaluation axis for an activity period or a goal related to an amount of exercise or an amount of exercise, an evaluation axis for a meal restriction or a balance between a meal restriction and an amount of exercise, an evaluation axis for a relation between an amount of exercise and weather or temperature, An evaluation axis for an action place, an evaluation axis for an action time or action time, an evaluation axis for the number of times or measurement time of biological information, and the like can be included. For example, if the rank determination unit 12 determines that there is an evaluation axis that satisfies the target for the period or the amount, the rank determination unit 12 determines a user group for the evaluation axis based on the user behavior data of each user stored in the storage unit. Rank each user.

The title generation unit 13 generates, for example, a title using a language related to the evaluation axis determined according to the ranking of the evaluation axis determined by the rank determination unit 12, and assigns the title corresponding to the ranking to the corresponding user. And outputs the user to which the title is assigned and the assigned title. For example, the title generation unit 13 ranks a plurality of evaluation axes provided in, for example, a storage unit from a title database 16 in which a plurality of titles using languages related to the evaluation axes are stored in advance. By selecting a corresponding title, a title to be given to the ranked user can be generated. The user to which the title is assigned by the title generation unit 13 and the assigned title can be displayed on the display unit 18 for a plurality of users to view information. In addition, the title presentation unit 14 transmits, for example, the title given via the communication interface to at least the user terminal 20 of the user to which the title has been given by the title generation unit 13 among the plurality of users in the user group. Thereby, the title using the language of the user can be presented to the user terminal 20 to which the title has been transmitted. The user uses the title in this language displayed on the display unit 18 or his / her own user terminal 20 for viewing information by a plurality of users, or the user terminal 20 of another user, in any manner, It is possible to understand how much contribution has been made. It should be noted that, in addition to presenting the title only to the user to whom the title has been given, it is also possible to present, to the user terminals of other users, which user has been given what title. In this case, the title presentation unit 14 transmits to the user terminal 20 of each user, together with the title, user identification information for identifying the user to whom the title is assigned.

Since the rank determination unit 12 determines a rank for each of the plurality of evaluation axes, the title generation unit 13 assigns a plurality of titles using languages related to the plurality of evaluation axes to one user. I can do it. Therefore, the title presenting unit 14 may present a plurality of titles using a language to one user in one title presentation.

{Circle around (1)} Based on the user behavior data collected by the user behavior data collection unit 11, for example, the evaluation axis generation unit 15 generates an evaluation axis and a plurality of titles using a language related to the evaluation axis. For example, the evaluation axis generation unit 15 groups users having similar patterns in the user behavior data collected by the user behavior data collection unit 11 and stored in the storage unit into one group, and generates an evaluation axis for the group. can do. Then, the evaluation axis generation unit 15 refers to a keyword database 17 provided in the storage unit that stores a large number of keywords that can be used as titles using languages, and matches the generated evaluation axis. The acquired keyword can be acquired, and the acquired keyword can be used as a title using a language. Alternatively, the evaluation axis generation unit 15 displays, for example, the generated evaluation axis and the pattern of the grouped user behavior data on the management screen of the display unit 18 for the administrator, and receives the information from the administrator via the input unit 19. A plurality of titles using a language for the generated evaluation axis can be input. The evaluation axis generation unit 15 can additionally store, for example, the title using the language thus generated together with the generated evaluation axis in the title database 16.

[Effect of application example]
As described above, according to the action activation system according to the application example, as a method of visualizing the degree of contribution to the user group, the title generation unit 13 generates and assigns a title using a language for each of the plurality of evaluation axes. Then, since a plurality of users display the information on the display unit 18 for browsing the information or present the information on the user terminal 20 by the title presenting unit 14, how the users contribute by the title using this language. To other members of the group. Therefore, by being able to grasp how and how much the user contributes, the motivation of each user for the action can be further increased. In particular, the rank determining unit 12 evaluates the evaluation based on various evaluation axes, so that the possibility that the contribution is recognized increases. Even if the user does not recognize the contribution using only one conventional evaluation axis, the contribution is evaluated. Is visualized, which leads to improved motivation. Further, by presenting a title using a language on the user terminal 20 by the display unit 18 or the title presenting unit 14, the title of the user is made known, thereby increasing the competitiveness of other users and the behavior of the entire group. Is activated.

<1> First embodiment
Hereinafter, the first embodiment will be described.

<1-1> Configuration An example of the configuration of the behavior activation system according to the first embodiment will be described with reference to FIG. The behavior activation system according to the first embodiment includes an information management device 100 corresponding to the information management device 10 described in the application example and a plurality of user terminals 200 corresponding to the user terminals 20 described in the application example. And FIG. 2 is a block diagram illustrating an example of the overall configuration of the behavior activation system according to the first embodiment. In the present embodiment, the information management device 100 and the plurality of user terminals 200 are connected via a network NET such as a LAN or the Internet.

The user terminal 200 is owned by each user belonging to a user group related to a group event provided by the behavior activation system according to the present embodiment, and is a general smart device having a function of connecting to the communication network NET. Good. In the example of FIG. 2, each user terminal 200 includes a control unit 210 and a storage unit 220, a measurement unit 230, a communication interface 240, a short-range communication interface 250, and an input / output interface 260 connected to the control unit 210. ing. For example, a display device 270 as a user interface and an operation member 280 are connected to the input / output interface 260. In FIG. 2, the communication interface, the short-range communication interface, and the input / output interface are respectively referred to as “communication I / F”, “short-range communication I / F”, and “input / output I / F”.

Although not shown, the control unit 210 can include, for example, a processor such as a CPU and an MPU, and a memory such as a RAM and a ROM. The ROM stores, for example, a program executed by the processor. The RAM is, for example, a memory used by the processor as a work memory.

The storage unit 220 can store a Web browser and various application programs (smartphone applications). When the processor executes the program stored in the ROM or the storage unit 220, the control unit 210 can perform various operations. For example, the control unit 210 can access the information management device 10 using a smartphone application, a Web browser, or the like.

The measurement unit 230 can measure, for example, various types of biological information of a user in cooperation with a processor that executes a measurement program stored in the storage unit 220. For example, the measuring unit 230 can measure a pulse rate by using a camera and an LED flashlight generally provided in a smart device as a photoplethysmograph (PPG (Photo Plethysmography) sensor). There is also known a smart device capable of measuring a blood pressure by adding a pressure sensor. Further, the measuring unit 230 can measure, for example, activity information indicating an action performed by the user in cooperation with the processor. For example, the measurement unit 230 can measure the number of steps, the type of activity, the calorie consumption, and the like using an accelerometer, a gyro sensor, a GPS receiver, and the like generally provided in the smart device. In addition, it is possible to estimate the calorie intake, the salt content, and the like from the meal contents captured by the camera. The measurement result of the measurement unit 230 can be stored in the storage unit 220 together with the measurement time under the control of the processor.

The communication interface 240 is for connecting to the communication network NET, and can include, for example, a Wi-Fi (registered trademark) module.

The short-range communication interface 250 is for performing short-range wireless communication with another device, and may include a BLE communication module that employs a short-range wireless data communication standard such as Bluetooth (registered trademark). Can, but is not limited to. The devices connected by the short-range communication interface 250 include the measuring device 300.

The measuring device 300 can include an activity information measuring device such as an activity meter, and a biological information measuring device such as a sphygmomanometer, a weight scale, and a thermometer. The activity meter not only measures the calorie consumption of the user, but also uses various sensors such as a GPS receiver, a barometric pressure sensor, and an altitude sensor to determine what kind of activity the calorie was consumed in. Can be. For example, as an activity type, in addition to the types related to walking and exercise such as walking, jogging, climbing stairs, cycling, swimming, tennis, etc., an activity meter configured to be able to determine the type of housework such as cleaning and cooking. Is also known. Further, the activity meter has a function of detecting a sleep state of the user, and can measure not only a sleep onset time and a wakeup time but also the depth of sleep. When the measuring device 300 has a clock and can acquire time information of activity information including activity information and biological information, the measuring device 300 embeds the time information in the activity information or converts the time information into the activity information. It can be linked and transmitted to the user terminal 200.

The short-range communication interface 250 receives the user's action information and the time information transmitted from the measuring device 300 under the control of the processor of the control unit 210, and stores the information in the storage unit 220. As for the behavior information from the measuring device 300 having no timekeeping function, a reception time measured by a clock (not shown) provided in the user terminal 200 can be stored in the storage unit 220 as time information of the behavior information.

Note that the measuring device 300 and the user terminal 200 may be connected by a wire without passing through the short-range communication interface 250.

The input / output interface 260 can output display data from the processor of the control unit 210 to the display device 270, for example. In addition, the input / output interface 260 can input an operation signal of the operation member 280 to the processor, for example. The display device 270 may be any display device such as a liquid crystal display and an organic EL display. The operation member 280 may be any input device such as a touch panel disposed on the display screen of the display device 270, a pointing device such as a keyboard and a mouse, and the like.

When receiving activity information including activity information and biological information from the measuring device 300 via the short-range communication interface 250, the information is displayed on the display device 270 via the input / output interface 260 under the control of the processor. Is also good. Then, by inputting time information arbitrarily specified by the user by operating the operation member 280 to the processor via the input / output interface 260, the processor transmits the input time information from the measuring device 300 to the behavior information. It can be stored in the storage unit 220 as time information. When the activity meter as the measuring device 300 cannot determine the type of the activity in detail, the activity information received from the measuring device 300 via the short-range communication interface 250 is displayed on the display device 270 via the input / output interface 260. The user may arbitrarily specify the type of the behavior information by operating the operation member 280.

The control unit 210 can transmit the behavior information and time information stored in the storage unit 220 to the information management device 100 via the communication network NET by the communication interface 240 as user behavior data.

In addition, in the example of FIG. 2, the information management apparatus 100 includes a control unit 110, a storage unit 120, a communication interface 130, and an input / output interface 140 connected to the control unit 110. For example,

display devices

151 and 152 as a user interface and an operation member 160 are connected to the input / output interface 140. In FIG. 2, the communication interface and the input / output interface are described as “communication I / F” and “input / output I / F”, respectively.

The control unit 110 includes, for example, a CPU 111, a RAM 112, a ROM 113, and the like, and controls each component of the information management device 100 according to information processing. Instead of the CPU 111, another processor such as an MPU may be used. The ROM 113 stores, for example, an operating system executed by the CPU 111 and other programs (for example, an action activation program). The RAM 112 is, for example, a memory used by the CPU 111 as a work memory.

The CPU 111 executes the necessary programs to execute the processes of the user action data collection unit 11, the rank determination unit 12, the title generation unit 13, the title presentation unit 14, and the evaluation axis generation unit 15 as described in the above application example. You can do it. The program may be stored in the storage unit 120 instead of the ROM 113, for example. When the CPU 111 executes a necessary program, for example, the target program stored in the ROM 113 and / or the storage unit 120 is expanded in the RAM 112. Then, the CPU 111 controls each component by interpreting and executing the program developed in the RAM 112, for example.

The storage unit 120 can store, for example, a program executed by the control unit 110, setting data necessary for executing the program, various databases, and the like. The storage medium included in the storage unit 120 stores information such as a program in a computer or a machine so that the information such as the program can be read by using an electrical, magnetic, optical, mechanical, or chemical action. Any medium may be used as long as the medium accumulates the data. For example, as the storage medium included in the storage unit 120, for example, an EEPROM or the like can be used. The storage unit 120 may also be used by the CPU 111 as a work memory.

The program stored in the storage unit 120 may include, for example, a behavior activation program for activating the behavior of a user participating in a group event provided by the behavior activation system according to the present embodiment. The setting data necessary for executing the program includes, for example, user information including the age, gender, address, address information of the user terminal 200, etc. of each user belonging to the user group, and weather and temperature during the group event. Environmental data, such as. The database stored in the storage unit 120 can include an activity data database 121, a title database 122, a keyword database 123, and the like. In the example of FIG. 2, the behavior data database, the title database, and the keyword database are described as “activity data DB”, “title title DB”, and “keyword DB”, respectively.

The communication interface 130 performs data communication with the user terminal 200 via the communication network NET under the control of the control unit 110. The communication protocol uses a protocol defined by the communication network NET. Specifically, TCP / IP (Transmission Control Protocol / Internet protocol), UDP / IP (User Datagram Protocol / Internet protocol), or the like can be used. From each user terminal 200, user action data including action information including at least one of biological information and activity information stored in the storage unit 220 of the user terminal 200 and time information related to the action information is transmitted. Will be. The communication interface 130 receives the user behavior data from each user terminal 200 under the control of the control unit 110 and stores it in the storage unit 120. In addition, under the control of the control unit 110, the communication interface 130 transmits a title using the language generated by the information management device 100 to the user terminal 200 of the user to which the title has been assigned.

The input / output interface 140 can output display data from the CPU 111 of the control unit 110 to the

display devices

151 and 152, for example. Further, the input / output interface 140 can input an operation signal of the operation member 160 to the CPU 111, for example. The

display devices

151 and 152 may be arbitrary display devices such as a liquid crystal display and an organic EL display. Here, the display device 151 is installed at an arbitrary place. There may be a plurality of display devices 151. It is desirable that the display device 151 has a large display screen that allows a plurality of users to simultaneously check the display contents. Alternatively, the display device 151 may be configured as a Web page that can be arbitrarily viewed from the user terminal 200 instead of being configured as a physical display device. The display device 152 is a user interface for an administrator of the information management apparatus 100, and displays various information for operation management of the information management apparatus 100 on a management screen. The operation member 160 may be any input device such as a touch panel disposed on a display screen of the display device 152 for the administrator, a pointing device such as a keyboard and a mouse, and the like.

The behavior data database 121 provided in the storage unit 120 stores the user behavior data of each user transmitted from each user terminal 200. FIG. 3 is a diagram showing an example of the stored contents of the user behavior data of each user in the behavior data database 121. The user behavior data is stored as shown in FIG. 3 for each of a plurality of users belonging to a user group. In the example illustrated in FIG. 3, the behavior data database 121 stores, for each date, activity information and biometric information that are behavior information in association with a user ID that is an identification number uniquely assigned to each user. The time information relating to each action information is stored. The activity information includes exercise information, intake information, sleep information, and the like. The exercise information can include calorie consumption, time information, the number of steps, and the like for each type of exercise performed by the user. In FIG. 3, the calorie consumption is described as “cal”, and the time information is described as “time”. Types of exercise include not only general exercises such as walking, climbing stairs, cycling and swimming, but also housework such as cleaning. In FIG. 3, stair climbing is described as “stairs” and cycling is described as “CYC”. The intake information can include time information, calorie intake, salt intake, sugar intake, and the like for each meal of the user for breakfast, lunch, and dinner. In FIG. 3, the time information, the calorie intake, the salt intake, and the sugar intake are respectively described as “time”, “cal”, “salt content”, and “sugar content”. The intake information can be similarly stored for snacks other than three meals. The sleep information includes a wake-up time and a sleep onset time for each sleep. In the present embodiment, since the user's behavior data for one day is stored in the behavior data database 121 for each date, it is assumed that the user sleeps several times a day, such as a nap, or wakes up at night. , So that a plurality of times of sleep information can be stored. In addition, in consideration of a general life of falling asleep at night and getting up in the morning of the next day, the time of wake-up and the time of sleep are stored in this order, and when calculating sleep time, the time immediately before the wake-up time is stored. Is calculated from the difference from the sleep onset time. The previous sleep onset time may be the previous day. The biological information includes blood pressure information, weight information, body temperature information, and the like. Each of these pieces of biological information includes measured or measured values and time information indicating time.

The title database 122 provided in the storage unit 120 stores, for each of the plurality of evaluation axes, a plurality of titles using a language, which are related to the evaluation axes. FIG. 4 is a diagram showing an example of the storage contents of the title database 122. In the example shown in FIG. 4, the title database 122 stores, for each evaluation axis, a title using a language corresponding to the target and the ranking. The evaluation axis is an evaluation axis for exercise amount such as "walking" and an evaluation axis for dietary restriction such as "intake of salt", and an evaluation of a balance between dietary restriction such as "calorie consumption / calorie intake" and exercise amount. An axis can be included. In addition, the evaluation axis may include an evaluation axis for the number of measurements such as “the number of blood pressure measurements” and an evaluation axis for the measurement time such as “the blood pressure every morning”. Regarding the target, it is possible to set a plurality of targets for one evaluation axis, such as the evaluation axis "consumed calories", and there may be an evaluation axis having no target, such as the evaluation axis "salt intake". . Regarding the titles according to the ranking, some titles exist up to the fourth place like the evaluation axis "Walking", but only the first place in the ranking like the evaluation axis "Salt intake" Some may not. Such a relationship between the evaluation axis, the target, and the title is determined by the administrator of the information management apparatus 100 by the time of the start of the group event provided by the action activation system according to the present embodiment, and is input from the operation member 160. Thus, it can be registered in the title database 122 provided in the storage unit 120. In addition, an administrator creates data to be registered in the title database 122 by an information processing device (not shown) and transmits the data to the information management device 100 via the communication network NET so that the data is registered in the title database 122. May be.

The keyword database 123 provided in the storage unit 120 stores a large number of keywords that can be used as titles using languages. FIG. 5 is a diagram showing an example of the storage contents of the keyword database 123. In the example shown in FIG. 5, the keyword database 123 stores a large number of keywords collected by the administrator of the information management device 100, arbitrarily divided into groups and stored. The keyword database 123 can arbitrarily add keywords not only before the start of the group event but also until the end of the group event. The additional method may be an input from the operation member 160 or a communication from another information processing device via the communication network NET, similarly to the registration data in the title database 122.

<1-2> Operation Next, an operation example of the behavior activation system according to the first embodiment will be described with reference to FIG. FIG. 6 is a flowchart illustrating an example of a processing procedure during a group event in the information management apparatus 100.

<1-2-1> User Behavior Data Collection Operation [Step S11]
First, the CPU 111 of the information management apparatus 100 determines whether or not user behavior data has been received from any of the user terminals 20 via the network NET by the communication interface 130. If it is determined that the user behavior data has been received from any of the user terminals 20 (step S11, YES), the CPU 111 proceeds with the process to step S12. If it is determined that the user behavior data has not been received from any of the user terminals 20 (step S11, NO), the CPU 111 advances the processing to step S13.

[Step S12]
If it is determined in step S11 that the user behavior data has been received from any of the user terminals 20 (step S11, YES), the CPU 111 registers the received user behavior data in the behavior data database 121. After that, the CPU 111 advances the processing to step S13.

[Step S13]
If it is determined in step S11 that the user behavior data has not been received from any of the user terminals 20 (step S11, NO), or after the end of the registration processing to the behavior data database 121 in step S12, the CPU 111 It is determined whether or not a predetermined update time has come. For example, the CPU 111 executes a title assignment operation and / or a new evaluation axis generation operation, which will be described later, once a day at an update time such as 1:00 am. Therefore, in this step S13, it is determined whether or not it is time to perform the operation. If it is determined that the update time has come (step S13, YES), the CPU 111 proceeds with the process to step S14. If it is determined that the update time has not come (step S13, NO), the CPU 111 returns the process to step S11.

<1-2-2> Target achievement determination operation [Step S14]
If it is determined in step S13 that the update time has come (step S13, YES), the CPU 111 refers to the behavior data database 121 and the title database 122 to determine a goal achievement state for each evaluation axis. Execute FIG. 7 is a flowchart illustrating an example of the target achievement determination processing.

[Step S141]
In the goal achievement determination process, the CPU 111 first selects one goal set in the title database 122.

[Step S142]
Next, the CPU 111 determines whether or not the selected target is a period target. If it is determined that the target is not the period target (step S142, NO), the CPU 111 advances the processing to step S143. When determining that the target is the period target (step S142, YES), the CPU 111 advances the processing to step S144.

[Step S143]
If it is determined in step S142 that the target is not the period target (step S142, NO), the CPU 111 reads and totals the user behavior data of each user stored in the behavior data database 121 according to the selected target. The totaled result is stored in the RAM 112 or the storage unit 120. Thereafter, the CPU 111 proceeds with the process to step S144.

[Step S144]
When it is determined in step S142 that the target is the period target (step S142, YES), or after the end of the user action data aggregation process in step S143, the CPU 111 determines whether the target has been achieved. If the selected target is a period target, the CPU 111 determines whether or not the target has been achieved, for example, by comparing the current date and time acquired from a clock (not shown) provided in the information management device 100 with the period target. . The current date and time may be obtained from the time server by the communication interface 130 via the communication network NET. Further, when the selected target is not the period target, that is, the quantity target, the CPU 111 compares the total result of the user action data of each user stored in the RAM 112 or the storage unit 120 with the period target, for example. , To determine if the goal has been achieved. If it is determined that the target has been achieved (step S144, YES), CPU 111 causes the process to proceed to step S145. When determining that the target has not been achieved (step S144, NO), the CPU 111 proceeds with the process to step S146.

[Step S145]
When it is determined in step S144 that the target has been achieved (step S145, YES), the CPU 111 stores the determination result of the target achievement determination in the RAM 112 or the storage unit 120 together with the evaluation axis corresponding to the achieved target. . After that, the CPU 111 advances the processing to step S147. Instead of storing in the RAM 112 or the storage unit 120, a target achievement flag may be set for the corresponding evaluation axis in the title database 122. At this time, if a plurality of goals are set, such as the evaluation axis “calorie consumption”, a goal achievement flag is set for each goal.

[Step S146]
When it is determined in step S144 that the target has not been achieved (step S145, NO), the CPU 111 stores the determination result of the target failure determination together with the evaluation axis corresponding to the achieved target in the RAM 112 or the storage unit 120. I do. After that, the CPU 111 advances the processing to step S147. If it is determined in step S144 that the target has not been achieved (step S145, NO), the process may proceed to step S147 immediately without performing the process in step S146.

[Step S147]
The CPU 111 determines whether there is any other target in the title database 122 that has not yet been determined to achieve the target. If it is determined that there is another target (step S147, YES), the CPU 111 returns the process to step S141. On the other hand, when it is determined that there is no other target (step S147, NO), the CPU 111 advances the processing to step S15.

[Step S15]
The CPU 111 determines whether or not there is an evaluation axis that has achieved the target, based on the determination result of the target achievement determination stored in the RAM 112 or the storage unit 120 in the target achievement determination process in step S14. If it is determined that there is an evaluation axis that has achieved the target (step S15, YES), the CPU 111 proceeds with the process to step S24. On the other hand, when it is determined that there is no evaluation axis that has achieved the target (step S15, NO), the CPU 111 advances the processing to step S16.

<1-2-3> New evaluation axis generation operation [Step S16]
If it is determined in step S15 that there is no evaluation axis that has achieved the target (step S15, NO), the CPU 111 reads out all the user behavior data of a single user over a plurality of days from the behavior data database 121.

[Step S17]
The CPU 111 patterns all the read user behavior data. That is, the behavior pattern of the user is specified.

[Step S18]
The CPU 111 determines whether or not the user's behavior pattern patterned in step S18 includes a pattern that does not correspond to the evaluation axis set in the title database 122. For example, it is determined whether calorie consumption is achieved by repeatedly moving up and down the stairs at home, the amount of salt intake is suppressed particularly at the time of a Western food menu, and whether or not the user has a unique behavior pattern. If it is determined that a pattern that is not on the evaluation axis is included (step S18, YES), the CPU 111 proceeds with the process to step S19. If it is determined that a pattern that does not exist on the evaluation axis is not included (step S18, NO), the CPU 111 advances the processing to step S20.

[Step S19]
If it is determined in step S18 that a pattern not included in the evaluation axis is included (step S18, YES), the CPU 111 temporarily stores the action pattern in the RAM 112 or the storage unit 120. After that, the CPU 111 advances the processing to step S20.

[Step S20]
The CPU 111 determines whether or not the patterning of the user behavior data for all the users stored in the behavior data database 121 has been completed. If it is determined that patterning has not been completed for all users (step S20, NO), the CPU 111 returns the process to step S16. If it is determined that the patterning has been completed for all users (step S20, YES), CPU 111 proceeds with the process to step S21.

[Step S21]
The CPU 111 groups users by matching each user-specific pattern temporarily stored in the RAM 112 or the storage unit 120. The grouping result is stored in the RAM 112 or the storage unit 120.

[Step S22]
The CPU 111 determines whether any group has been formed based on the grouping result stored in the RAM 112 or the storage unit 120. That is, by pattern matching, if there are a plurality of users having similar behavior patterns, a group is created. Since a title needs to be ranked by a plurality of users, there must be a group including a plurality of users. If it is determined that a group has been formed (step S22, YES), the CPU 111 proceeds with the process to step S23. If it is determined that the group cannot be formed (step S22, NO), the CPU 111 returns the process to step S11.

[Step S23]
If it is determined in step S22 that a group has been created (step S22, YES), the CPU 111 executes a new evaluation axis generation process for generating a new evaluation axis. FIG. 8 is a flowchart illustrating an example of the new evaluation axis generation processing.

[Step S231]
In the new evaluation axis generation processing, the CPU 111 selects one group from the grouping results stored in the RAM 112 or the storage unit 120.

[Step S232]
The CPU 111 generates an evaluation axis based on the pattern of the user behavior data of the selected group. For example, in the case of a group of users who consume calories by repeatedly moving up and down the stairs at home, the evaluation axis “up and down stairs at home” is generated. For example, if the meal is a Western food menu and the group of users is suppressing the amount of intake salt, the evaluation axis “Western food reduced salt amount” is generated.

[Step S233]
The CPU 111 acquires a plurality of keywords corresponding to the generated evaluation axis from the keyword database 123. For example, in the case of the evaluation axis "home stair climbing", keywords related to behavior such as "home", "stairs", "climbing" and "queen" or "princess" depending on the number of groups, gender, and age For example, get keywords related to ranking. For example, if the evaluation axis is "Western food reduced salt", keywords related to behavior such as "Western food" and "Low salt" and "Yokozuna" and "Ozeki" depending on the number of groups, gender, and age, etc. Get keywords related to ranking. The keyword related to the ranking may not be selected from those already used in the title database 122, or may be positively selected.

[Step S234]
The CPU 111 additionally registers the acquired keyword as a title using a language in the title database 122 together with the generated evaluation axis. For example, in the case of the evaluation axis “home stairs going up and down”, “home stairs going up and down queen” and “home stairs going up and down princess” are additionally registered in the title database 122 together with the evaluation axis “home stairs going up and down” as a title using a language. . For example, if the evaluation axis is "Western food reduced salt", a title using a language such as "Yokozuna of Western food reduced salt" or "Ozeki of Western food reduced salt" is used together with the evaluation axis "Western food reduced salt". It is additionally registered in the database 122.

[Step S235]
The CPU 111 determines whether or not another group for which a title using a language has not yet been determined remains in the grouping result stored in the RAM 112 or the storage unit 120. If it is determined that there is another group (step S235, YES), the CPU 111 returns the process to step S231. On the other hand, if it is determined that there is no other group (step S235, NO), the CPU 111 returns the process to step S11.

<1-2-4> Title Assignment Operation [Step S24]
If it is determined in step S15 that there is an evaluation axis that has achieved the target (step S15, YES), the CPU 111 executes a title giving process of giving a title using a language to the user. FIG. 9 is a flowchart illustrating an example of the title assignment processing.

[Step S241]
In the title awarding process, the CPU 111 first determines whether or not the period target has been achieved based on the determination result of the goal achievement determination stored in the RAM 112 or the storage unit 120. If it is determined that the period target has not been achieved (step S241, NO), the CPU 111 proceeds with the process to step S242. When it is determined that the period target has been achieved (step S241, YES), CPU 111 proceeds with the process to step S246.

[Step S242]
If it is determined in step S241 that the period goal has not been achieved (step S241, NO), the CPU 111 stores the user behavior data corresponding to the evaluation axis in which the goal has been achieved in the behavior data database 121. The ranking of each user, that is, the ranking is determined based on the user behavior data of each user. The CPU 111 stores the user ID of the user corresponding to the determined order in the RAM 112 or the storage unit 120.

[Step S243]
The CPU 111 refers to the title database 122 to generate a title using a language to be given to each user of each user ID stored in the RAM 112 or the storage unit 120 and to assign the generated title to the user. Then, a title is stored in association with each user ID stored in the RAM 112 or the storage unit 120.

[Step S244]
The CPU 111 stores user identification information such as the affiliation and name of each user corresponding to each user ID assigned with a title using a language stored in the RAM 112 or the storage unit 120 as setting data in the storage unit 120. The user identification information specified by the user information and the title assigned to the user and the title are output to the display device 151 via the input / output interface 140. Therefore, the display device 151 displays the user to whom the title is assigned and the title. In this way, it is possible to present to a plurality of users who have been given a title and to which no title has been given who and what title has been given.

[Step S245]
The CPU 111 specifies the user terminal 200 corresponding to the user ID of each user stored in the RAM 112 or the storage unit 120 from the user information stored in the storage unit 120 as setting data. Then, the CPU 111 transmits a title using a language stored in the RAM 112 or the storage unit 120 in association with the user ID to the user terminal 200 via the communication network NET by the communication interface 130. At this time, information indicating that a title using any language has been given to a certain user may be transmitted to the user terminal 200 of another user. The information transmitted to the other users may further include information indicating to whom the information is given.

[Step S246]
Thereafter, the CPU 111 deletes the achieved target from the title database 122. For example, there are cases where a plurality of targets including an intermediate target are set as quantitative targets, such as the target of the evaluation axis “calorie consumption”. By eliminating completed goals, titles are not assigned to completed goals over and over. After that, the CPU 111 advances the processing to step S25.

[Step S247]
On the other hand, if it is determined in step S241 that the period goal has been achieved (step S241, YES), the CPU 111 first assigns the evaluation axis from the title database 122 to assign the title using the language for all the evaluation axes. Choose one.

[Step S248]
The CPU 111 ranks each user based on the user behavior data of each user stored in the behavior data database 121 with respect to the user behavior data corresponding to the selected evaluation axis, that is, determines the ranking.

[Step S249]
The CPU 111 refers to the title database 122 and generates a title using a language according to the ranking for the user whose ranking is set for the evaluation axis.

[Step S2410]
The CPU 111 stores the title in the RAM 112 or the storage unit 120 in association with the user ID of the user to which the title using the generated language is assigned. If any title is already stored for the user ID, the generated title is additionally stored. That is, a plurality of titles using a language can be given to one user.

[Step S2411]
The CPU 111 determines whether the processing has been completed for all of the evaluation axes stored in the title database 122. If it is determined that the processing for all the evaluation axes has not been completed (step S2411, NO), the CPU 111 returns the processing to step S247. On the other hand, if it is determined that the processing has been completed for all the evaluation axes (step S2411, YES), the CPU 111 advances the processing to step S2412.

[Step S2412]
The CPU 111 stores user identification information such as the affiliation and name of each user corresponding to each user ID assigned with a title using a language stored in the RAM 112 or the storage unit 120 as setting data in the storage unit 120. The user identification information specified by the user information and the title assigned to the user and the title are output to the display device 151 via the input / output interface 140. Therefore, the display device 151 displays the user to whom the title is assigned and the title. In this way, it is possible to present to a plurality of users who have been given a title and to which no title has been given who and what title has been given.

[Step S2413]
The CPU 111 specifies the user terminal 200 corresponding to the user ID of each user stored in the RAM 112 or the storage unit 120 from the user information stored in the storage unit 120 as setting data. Then, the CPU 111 transmits a title using a language stored in the RAM 112 or the storage unit 120 in association with the user ID to the user terminal 200 via the communication network NET by the communication interface 130. At this time, information indicating that a title using any language has been given to a certain user may be transmitted to the user terminal 200 of another user. The information transmitted to the other users may further include information indicating to whom the information is given. After that, the CPU 111 advances the processing to step S25.

[Step S25]
The CPU 111 determines whether the target period set in the title database 122 has ended or whether all target amounts set in the title database 122 have been achieved. If it is determined that the target period has not ended or that all target amounts have not been achieved (step S25, NO), the CPU 111 proceeds with the process to step S16. That is, if it is determined that the intermediate target has been achieved in step S15, the target is updated in step S245, and the processing shown in the flowchart of FIG. 6 is continued. On the other hand, if it is determined that the target period has ended or all target amounts have been achieved (step S25, YES), the CPU 111 determines that the group event has ended and ends the processing shown in this flowchart. .

<1-3> Effects According to the above-described first embodiment, as a method of visualizing the degree of contribution to the user group, a title using a language is generated and assigned to each of the plurality of evaluation axes and displayed on the display device 151. In addition, since the user terminal 200 is presented with the title, the title using the language makes it possible to inform other members of the group of how the user is contributing. Therefore, by being able to grasp how and how much the user contributes, the motivation of each user for the action can be further increased. In particular, by evaluating with various evaluation axes, the possibility that the contribution is recognized increases, and even if the user does not recognize the contribution with only one conventional evaluation axis, the contribution is visualized, It leads to motivation improvement. Furthermore, by presenting a title using a language on the display device 151 or the user terminal 200, the title of the user is made known, thereby increasing the competitiveness of other users and activating the behavior of the entire group. Become like

Further, according to the first embodiment, the titles for each evaluation axis are made into a database as the title database 122. Therefore, the titles can be easily generated simply by selecting the titles stored in the title database 122 according to the ranking. can do.

According to the first embodiment, a new evaluation axis and a plurality of titles using a language related to the evaluation axis can be generated based on the user behavior data collected from each user.

In this case, according to the first embodiment, a new evaluation is generated by generating an evaluation axis based on the user behavior data collected from each user and acquiring a title matching the generated evaluation axis from the keyword database 123. Axis and titles can be added to title database 122. Therefore, it is possible to increase the possibility that a certain title will be given to the user.

Further, according to the first embodiment, a plurality of titles related to a plurality of evaluation axes can be given to one user. It is possible to further increase the motivation of the behavior.

Further, according to the first embodiment, it is determined whether or not a target relating to a period or an amount is satisfied for each evaluation axis, and if there is an evaluation axis that satisfies the target, each user of the user group for the relevant evaluation axis is determined. Since ranking is performed, every time the target set for one evaluation axis is achieved, a title indicating the degree of contribution to the evaluation axis that achieved the target is presented, even if the target for another evaluation axis is being achieved. can do. Therefore, it is possible to give a user who has not been given a title a motivation to increase the degree of contribution to other evaluation axes and obtain a title.

According to the first embodiment, the plurality of evaluation axes are respectively set according to the behavior pattern based on the behavior information performed by each user belonging to the user group. Thus, the ranking of each user in the group can be easily determined, and a title can be given to the user according to the behavior pattern and the ranking.

In addition, according to the first embodiment, for example, an evaluation axis for an activity period or a goal related to an activity amount or an exercise amount, an evaluation axis for a meal restriction or a balance between a meal restriction and an exercise amount, and a relationship between an exercise amount and a weather or a temperature. By having a plurality of evaluation axes, such as an evaluation axis for an action place, an evaluation axis for an action time or an action time, an evaluation axis for the number of times or measurement time of biological information, etc., one evaluation axis Even if the user is not given a title, the possibility that a title will be given can be increased.

Regarding the generation of a new evaluation axis, instead of the administrator preparing the keyword database 123, machine learning of a large number of patterns of user action data and titles using languages is used to hold a group event. The evaluation axis and the title using the language may be automatically generated from the user action data collected from each user.

<2> Second Embodiment Next, a second embodiment will be described.

<2-1> Configuration and <2-2> Operation The basic configuration and basic operation of the action activation system according to the second embodiment are the same as those of the above-described action activation system according to the first embodiment. It is. Therefore, the description of the matters described in the first embodiment and the matters that can be easily analogized from the first embodiment will be omitted.

FIG. 10 is a flowchart illustrating an example of a processing procedure of a new evaluation axis generation process in the information management device 100 according to the second embodiment. The same processes as those in FIG. 8 are denoted by the same reference numerals.

[Step S231] to [Step S232]
As in the first embodiment, the CPU 111 selects one group from the grouping result stored in the RAM 112 or the storage unit 120 and generates an evaluation axis based on the pattern of the user action data of the selected group. I do.

[Step S236]
The CPU 111 causes the display device 152 for the administrator to display the generated evaluation axis and the pattern of the user behavior data based on the evaluation axis via the input / output interface 140.

[Step S237]
The administrator who has confirmed the pattern and the evaluation axis inputs a title using an appropriate language using the operation member 160, and the title is input to the CPU 111 via the input / output interface 140.

[Step S238]
The CPU 111 additionally registers the title using the input language in the title database 122 together with the generated evaluation axis.

<2-3> Effects According to the above-described second embodiment, the following effects are obtained in addition to the same effects as the first embodiment.

That is, in the second embodiment, an evaluation axis is generated based on the user behavior data, displayed on the display device 152 for the administrator, and the title of the title using the language corresponding to the evaluation axis by the operation member 160 is displayed by the administrator. By receiving the input, a new evaluation axis and a new title can be added to the title database 122. Therefore, it is possible to increase the possibility that a certain title will be given to the user. In addition, since the manager inputs an appropriate title, it is possible to eliminate the possibility that an inappropriate title will be given.

The present invention is not limited to the above-described embodiments as they are, and can be embodied by modifying the components without departing from the scope of the invention at the stage of implementation. Various inventions can be formed by appropriately combining a plurality of constituent elements disclosed in the above embodiments. For example, some components may be deleted from all the components shown in the embodiment. Further, components of different embodiments may be appropriately combined.

{For example, the processing procedure described with reference to the flowchart is merely an example, and each processing may be changed as much as possible. Further, in the processing procedure described above, steps can be omitted, replaced, and added as appropriate according to the embodiment.

In the above embodiment, an example has been described in which the user behavior data includes both the biological information and the behavior information, but the user behavior data may be at least one of the biological information and the behavior information.

一部 A part or all of the above-described embodiment can be described as in the following supplementary notes, but is not limited thereto.

(Appendix 1)
A user action that collects user action data from a plurality of user terminals (20) included in each user, including action information indicating an action performed by each user belonging to the user group and time information related to the action information. A data collection unit (11);
A rank determining unit (12) for ranking each user of the user group for each of a plurality of evaluation axes based on the user behavior data;
According to the ranking for each of the plurality of evaluation axes, a title using a language related to the evaluation axis is generated, and the title according to the ranking is given to a corresponding user, and the title is given. A title generation unit (13) for outputting the user and the assigned title,
A display unit (18) for displaying the user to which the title is assigned and the assigned title;
An information management device comprising:

(Appendix 2)
A behavior activation method executed by an information management device (100) having a processor (111) and memories (112, 120),
A step of collecting, from the user terminal provided by each user, user action data including action information indicating an action performed by each user belonging to a user group and time information related to the action information by the processor (S12) )When,
A step of ranking each user of the user group for each of a plurality of evaluation axes by the processor based on the user behavior data (S242; S248);
A step of generating, by the processor, a title using a language, which is related to the evaluation axis according to the ranking of each of the plurality of evaluation axes, and assigns the title according to the ranking to a corresponding user (S243) S249);
Displaying the user to which the title is assigned and the assigned title by the processor (S244; S2412);
A behavior activation method comprising:

(Appendix 3)
An action activation program that causes a processor to function as the user action data collection unit (11), the rank determination unit (12), and the title generation unit (13) included in the information management device (10) according to claim 1. .

DESCRIPTION OF SYMBOLS 10 ... Information management device 11 ... User behavior data collection part 12 ... Rank determination part 13 ... Title generation part 14 ... Title presentation part 15 ... Evaluation

axis generation part

16, 122 ...

Title database

17, 123 ... Keyword database 18 ... Display part 19 ... Input unit 20 ... User terminal 100 ... Information management device 110,210 ... Control unit 111 ... CPU
112 ... RAM
113 ... ROM
120, 220 ... storage unit 121 ...

action data database

130, 240 ...

communication interface

140, 260 ... input /

output interface

151, 152, 270 ...

display device

160, 280 ... operation member 200 ... user terminal 230 ... measuring unit 250 ... short distance Communication interface 300: Measuring device

Claims

A user behavior data collection unit that collects user behavior data from a user terminal included in each user, including behavior information indicating behavior performed by each user belonging to the user group, and time information related to the behavior information,
A rank determining unit that ranks each user of the user group for each of a plurality of evaluation axes based on the user behavior data;
According to the ranking for each of the plurality of evaluation axes, a title using a language related to the evaluation axis is generated, and the title according to the ranking is given to a corresponding user, and the title is given. A title generation unit that outputs the user and the assigned title,
A display unit that displays the user to which the title is assigned and the assigned title,
An information management device comprising:
2. The information management device according to claim 1, wherein each of the plurality of evaluation axes is set according to an action pattern based on the action information.
The evaluation axis includes an evaluation axis for a target related to an activity period or an amount of activity or an amount of exercise based on the activity information,
The information management device according to claim 1, wherein the title generation unit generates a title using a language, which is related to an evaluation axis for a target related to the action period or the amount of action or the amount of exercise.
The evaluation axis includes an evaluation axis for the balance between dietary restriction or dietary restriction and exercise amount based on the behavior information,
The information management device according to claim 1, wherein the title generation unit generates a title using a language related to an evaluation axis for the dietary restriction or the balance between the dietary restriction and exercise amount.
The evaluation axis includes an evaluation axis for the relationship between the amount of exercise and the weather or temperature based on the behavior information,
The information management device according to claim 1, wherein the title generation unit generates a title using a language, which is related to an evaluation axis for a relationship between the momentum and the weather or the temperature.
The evaluation axis includes an evaluation axis for an action place based on the action information,
The information management device according to claim 1, wherein the title generation unit generates a title using a language, which is related to an evaluation axis for the action place.
The evaluation axis includes an evaluation axis for an action time or action time based on the action information,
The information management device according to claim 1, wherein the title generation unit generates a title using a language related to an evaluation axis for the action time or the action time.
The evaluation axis includes an evaluation axis for the number of measurements or measurement time of biological information based on the behavior information,
The information management device according to claim 1, wherein the title generation unit generates a title using a language, which is related to an evaluation axis for the number of times or the measurement time of the biological information.
By transmitting the title to the user terminal of at least the user to which the title is given among the plurality of users of the user group, a title presentation unit that presents the title to the user terminal to which the title has been transmitted. The information management device according to claim 1, further comprising:
For each of the plurality of evaluation axes, further comprising a title database that stores in advance a plurality of titles using the language related to the evaluation axis,
The information management device according to claim 1, wherein the title generation unit selects the title stored in the title database according to the ranking.
The evaluation axis generation unit that generates an evaluation axis and a plurality of titles using a language related to the evaluation axis based on the user behavior data collected by the user behavior data collection unit, further comprising: 2. The information management device according to 1.
For each of the plurality of evaluation axes, related to the evaluation axis, a title database that stores a plurality of titles using the language in advance,
A keyword database that stores many keywords that can be used as titles,
Further comprising
The evaluation axis generator,
The user behavior data collected by the user behavior data collection unit groups users having similar patterns into one group, and generates an evaluation axis for the group,
12. The information management device according to claim 11, wherein a keyword that matches the generated evaluation axis is acquired from the keyword database, and the acquired keyword is additionally stored in the title database together with the generated evaluation axis as a title. .
For each of the plurality of evaluation axes, related to the evaluation axis, a title database that stores a plurality of titles using the language in advance,
A management display unit for displaying a management screen,
An input unit for receiving input from an administrator,
Further comprising
The evaluation axis generator,
The user behavior data collected by the user behavior data collection unit groups users having similar patterns into one group, and generates an evaluation axis for the group,
The generated evaluation axis and the pattern of the grouped user behavior data are displayed on the management screen of the management display unit,
The information management device according to claim 11, wherein a plurality of titles of the generated evaluation axis input via the input unit are additionally stored in the title database together with the generated evaluation axis.
The rank determining unit determines, for each of the plurality of evaluation axes, whether or not a target relating to a period or an amount is satisfied. If there is an evaluation axis that satisfies the target, each user of the user group for the evaluation axis is determined. The information management device according to claim 1, wherein the information management device ranks the information.
A plurality of user terminals provided for each of a plurality of users belonging to the user group, including action information indicating an action performed by each user, and time information related to the action information, transmitting user action data,
A user behavior data collection unit that collects the user behavior data transmitted from each of the plurality of user terminals,
Based on the collected user behavior data of the plurality of users, a rank determination unit that ranks each user of the user group for each of a plurality of evaluation axes,
According to the ranking for each of the plurality of evaluation axes, a title using a language related to the evaluation axis is generated, and the title according to the ranking is given to a corresponding user, and the title is given. A title generation unit that outputs the user and the assigned title,
A display unit that displays the user to which the title is assigned and the assigned title,
A behavior activation system comprising: