JP2022045060A - Computer system and method for supporting habituation of objective behavior - Google Patents

Abstract

To support habituation of behavior by transmitting a notice to urge a person to execute the behavior at appropriate timing.SOLUTION: A computer system for supporting habituation of an objective behavior monitors execution of a trigger behavior being set as a starting trigger of transmission control of a message containing contents for urging a user to execute the objective behavior, the trigger behavior being a routine behavior constantly performed by the user, and executes the transmission control of a message to the user when the execution of the trigger behavior is detected.SELECTED DRAWING: Figure 1

Description

The present invention relates to a system that supports behavioral habituation.

People perform various actions at work, at home, and in hobbies. Therefore, a person may forget or postpone the action to be taken.

The technique described in Patent Document 1 is described as a technique for supporting the habituation of behavior. In Patent Document 1, "In the question information DB 60, questions for each member belonging to a predetermined group GK are stored in advance under the management of the question management unit 51. The question transmission control unit 52 is a member terminal 3. -The question is transmitted to K1 to 3-KP. The answer analysis unit 53 analyzes and processes the information of the answer transmitted from the member terminals 3-K1 to 3-KP. The member information transmission control unit. 54 transmits the analyzed and processed information to the plurality of member terminals 3-K1 to 3-KP. "

Japanese Unexamined Patent Publication No. 2018-120353 International Publication No. 2017/056825

In Patent Document 1, it is necessary for a person to answer a question transmitted by a server. However, there may be cases where the person cannot answer because he / she is acting, or the answer is postponed. Therefore, it is necessary to send a message such as a question to a person at an appropriate timing.

The technique described in Patent Document 2 is known as a technique for optimizing the transmission timing of a message. According to Patent Document 2, "the execution period determination unit (43) determines the scheduled execution period based on the tense word included in the input voice, and the notification timing determination unit (44) is based on the above execution period. To determine the timing of notification. "

In the technique described in Patent Document 2, it is necessary to input a voice or a text including a tense word. In addition, it is difficult to apply to behaviors (planned) that do not depend on time or behaviors for which the time is not fixed.

An object of the present invention is to provide a system and a method for supporting the habituation of a certain behavior by transmitting a message urging a person to perform an action at an appropriate timing.

A typical example of the invention disclosed in the present application is as follows. That is, it is a computer system that supports the habituation of a target behavior, and includes at least one computer having an arithmetic unit, a storage device connected to the arithmetic unit, and a connection interface connected to the arithmetic unit, and at least the above. One computer is a routine action that the user is constantly performing, and executes a trigger action set as a trigger for starting transmission control of a message including content for prompting the user to execute the target action. When the execution of the trigger action is detected by monitoring, the transmission control of the message to the user is executed.

According to the present invention, it is possible to support the habituation of a target behavior by transmitting a message prompting a person to perform the target behavior at an appropriate timing. Issues, configurations and effects other than those mentioned above will be clarified by the description of the following examples.

It is a block diagram explaining the outline of this invention. It is a figure which shows an example of the hardware configuration of the computer system of Example 1. FIG. It is a figure which shows an example of the information stored in the action history database of Example 1. FIG. It is a figure which shows an example of the behavior definition management information of Example 1. FIG. It is a figure which shows an example of the content template management information of Example 1. FIG. It is a figure which shows an example of the template of the content managed by the computer system of Example 1. FIG. It is a figure which shows an example of the template of the content managed by the computer system of Example 1. FIG. It is a figure which shows an example of the routine behavior management information of Example 1. FIG. It is a figure which shows an example of the control condition management information of Example 1. FIG. It is a figure which shows an example of the transmission history management information of Example 1. FIG. It is a flowchart explaining an example of the routine action extraction processing executed by the computer system of Example 1. FIG. It is a figure which shows an example of the objective action setting screen presented by the computer system of Example 1. FIG. It is a figure which shows an example of the condition setting screen presented by the computer system of Example 1. FIG. It is a flowchart explaining an example of the related routine action display processing executed by the computer system of Embodiment 1. FIG. It is a flowchart explaining an example of the control necessity determination process executed by the computer system of Embodiment 1. FIG. It is a flowchart explaining an example of the message transmission control processing executed by the computer system of Embodiment 1. FIG. It is a figure which shows an example of the content presented by the computer system of Example 1. FIG. It is a figure which shows an example of the content presented by the computer system of Example 1. FIG. It is a flowchart explaining an example of the control condition update process executed by the computer system of Embodiment 1. FIG. It is a flowchart explaining an example of the control condition update process executed by the computer system of Embodiment 1. FIG.

Hereinafter, examples of the present invention will be described with reference to the drawings. However, the present invention is not limited to the description of the examples shown below. It is easily understood by those skilled in the art that a specific configuration thereof can be changed without departing from the idea or purpose of the present invention. In the configuration of the invention described below, the same or similar configurations or functions are designated by the same reference numerals, and duplicate description will be omitted. The notations such as "first", "second", and "third" in the present specification and the like are attached to identify the components, and are not necessarily limited in number or order. The position, size, shape, range, etc. of each configuration shown in the drawings and the like may not represent the actual position, size, shape, range, etc., in order to facilitate understanding of the invention. Therefore, the present invention is not limited to the position, size, shape, range, etc. disclosed in the drawings and the like.

First, the outline of the present invention will be described. FIG. 1 is a block diagram illustrating an outline of the present invention.

The computer system 100 is connected to a terminal used by the user 101 (not shown), a wearable device worn by the user 101 (not shown), a system 103 that manages the behavior of the user 101, a sensor 104 installed in the facility, and the like. , Acquire the behavior data 105 of the user 101. The behavior data 105 may be manually input by the user 101.

The computer system 100 and the terminal, the wearable device, the system 103, and the sensor 104 are connected to each other via a network such as a LAN (Local Area Network) and a WAN (Wide Area Network). The network connection method may be either wired or wireless.

The behavior data 105 is data related to the behavior of the user 101. For example, login information, access information, location information, and facility usage information. Facilities are, for example, shops, elevators, conference rooms, and the like.

When the computer system 100 detects a certain action of the user 101, the computer system 100 transmits a message 106 including contents for prompting the execution of the target action at an arbitrary timing.

The computer system 100 is connected to a terminal (not shown) used by the administrator 102. The computer system 100 and the terminal are connected via a network. The computer system 100 provides the administrator 102 with an interface for making various settings, and also presents various information.

The computer system 100 includes a routine action extraction unit 110, a control condition setting unit 111, a control necessity determination unit 112, and a message transmission control unit 113. Further, the computer system 100 holds an action history database 120, an action definition management information 121, a content template management information 122, a routine action management information 123, a control condition management information 124, and a transmission history management information 125.

The action history database 120 stores the action data 105 received by the computer system 100. The action history database 120 stores information for managing the action data 105 for each type.

The action definition management information 121 stores the action definition data that defines the action of the user 101.

The content template management information 122 stores a template for generating the content to be included in the message 106.

The routine action management information 123 stores routine action definition data that defines a routine action that is an action that the user 101 is constantly performing.

The control condition management information 124 stores the control condition data that defines the control condition that starts the transmission control of the message 106.

The transmission history management information 125 stores a history (transmission history) related to the transmission of the message 106.

The routine action extraction unit 110 extracts a routine action from the actions of the user 101 based on the action history database 120 and the action definition management information 121, and converts the extracted routine action definition data into the routine action management information 123. Store.

The control condition setting unit 111 determines and determines the control conditions for a certain target action of a certain user 101 based on the input from the action history database 120, the content template management information 122, the routine action management information 123, and the administrator 102. The control condition is stored in the control condition management information 124 as control condition data.

The control necessity determination unit 112 receives the action data 105 and stores the action data 105 in the action history database 120. Further, the control necessity determination unit 112 determines whether or not the transmission control of the message 106 needs to be executed based on the analysis result of the action data 105 and the control condition management information 124. When it is determined that the transmission control of the message 106 needs to be executed, the control necessity determination unit 112 instructs the message transmission control unit 113 to execute the transmission control of the message 106 together with the control condition data.

When the message transmission control unit 113 receives an instruction from the control necessity determination unit 112, the message transmission control unit 113 generates content using the template specified in the control condition data based on the content template management information 122, and produces the content. The including message 106 is transmitted to the user 101. At this time, the message transmission control unit 113 stores the transmission history in the transmission history management information 125.

Regarding each functional unit included in the computer system 100, a plurality of functional units may be combined into one functional unit, or one functional unit may be divided into a plurality of functional units for each function. For example, the message transmission control unit 113 may include a control necessity determination unit 112.

The computer system 100 starts transmission control of the message 106 triggered by the execution of the routine action of the user 101. As a result, the message 106 can be transmitted to the user 101 without using the user's action schedule, voice, or the like. By sending a message prompting the execution of the target action in association with the routine action, it can be expected that the target action becomes a habit efficiently and effectively.

Hereinafter, examples of the present invention will be described with reference to specific use cases.

FIG. 2 is a diagram showing an example of the hardware configuration of the computer system 100 of the first embodiment.

The computer system 100 is composed of, for example, one computer 200. The computer 200 has a processor 201, a network interface 202, a main storage device 203, and a sub storage device 204. The following hardware is connected to each other via a bus.

The processor 201 executes a program stored in the main storage device 203. When the processor 201 executes processing according to a program, it operates as a functional unit (module) that realizes a specific function. In the following description, when the process is described with the functional unit as the subject, it is shown that the processor 201 is executing the program that realizes the functional unit.

The network interface 202 is an interface for communicating with an external device and an external system via a network.

The main storage device 203 is a DRAM (Dynamic Random Access Memory) or the like, and stores a program executed by the processor 201 and information used by the program. The main storage device 203 of the first embodiment stores a program that realizes the routine action extraction unit 110, the control condition setting unit 111, the control necessity determination unit 112, and the message transmission control unit 113. The main storage device 203 is also used as a work area temporarily used by the program.

The sub-storage device 204 is an HDD (Hard Disk Drive), SSD (Solid State Drive), or the like, and stores information permanently. The sub-storage device 204 of the first embodiment stores the action history database 120, the action definition management information 121, the content template management information 122, the routine action management information 123, the control condition management information 124, and the transmission history management information 125.

The program stored in the main storage device 203 may be stored in the sub storage device 204. In this case, the processor 201 reads the program from the sub-storage device 204, loads it into the main storage device 203, and executes the program loaded in the main storage device 203. Further, some or all the information stored in the sub storage device 204 may be stored in the main storage device 203.

The computer system 100 may be composed of a plurality of computers 200. In this case, the functional configuration of each computer 200 may be the same, or the functional units may be distributed and arranged in each computer 200. Further, the computer system 100 may be composed of a computer 200 that executes processing and a storage system that stores information.

FIG. 3 is a diagram showing an example of information stored in the action history database 120 of the first embodiment.

The action history database 120 stores a plurality of information (tables) for storing the action data 105 for each type. The behavior history database 120 of FIG. 3 stores business report information 300, facility use information 310, and attendance information 320.

The business report information 300 stores the behavior data 105 related to the business report acquired from the system 103 or the like that manages the business report. The business report information 300 stores behavior data 105 indicating the presence or absence of a daily business report. The action data 105 includes a user ID 301, a date 302, an execution flag 303, and a time 304.

The user ID 301 is a field for storing the identification information of the user 101. The date 302 is a field for storing the date. The execution flag 303 is a field for storing an execution flag indicating whether or not the user 101 has made a business report. In the execution flag 303, either "1" indicating that the business report has been performed or "0" indicating that the business report has not been performed is stored. Time 304 is a field for storing the time when the business report was made. The time 304 on the day when the business report was not made is blank.

The facility use information 310 stores the behavior data 105 related to the use of the facility acquired from the sensor 104 or the like installed in the facility. The action data 105 includes a time stamp 311 and a user ID 312, and a sensor ID 313.

The time stamp 311 is a field for storing the time when the user 101 uses the facility (the time when the sensor 104 detects the user 101). The user ID 312 is a field for storing the identification information of the user 101 who has used the facility. The sensor ID 313 is a field for storing the identification information of the sensor 104 that has detected the use of the facility.

The attendance information 320 stores behavior data 105 related to attendance acquired from the attendance management system 103 or the like. The behavior data 105 includes a user ID 321, a date 322, an arrival time 323, and an exit time 324.

The user ID 321 is a field for storing the identification information of the user 101. The date 322 is a field for storing the date. The attendance time 323 is a field for storing the attendance time of the user 101. The leaving time 324 is a field for storing the leaving time of the user 101.

The information stored in the action history database 120 is an example and is not limited to the information shown in FIG. The data format of the information stored in the action history database 120 is not limited to the table, and may be CSV, XML, or the like. Further, the action history database 120 may manage the action data 105 of different types as a data lake that does not depend on the data structure.

FIG. 4 is a diagram showing an example of the behavior definition management information 121 of the first embodiment.

The action definition management information 121 stores an entry including the action ID 401, the action name 402, and the data definition 403. One entry corresponds to one action definition data.

The action ID 401 is a field for storing the identification information of the entry of the action definition management information 121.

The action name 402 is a field for storing the name of the action.

The data definition 403 is a field for storing data contents for specifying an action. In the data definition 403, the name of the information stored in the action history database 120 and the combination of the name and the value of the data item are stored.

The entry whose action ID 401 is "RA0001" is action definition data that defines "use of facility A". The behavior data 105 in which the sensor ID 313 of the facility usage information 310 is "3" is specified as the behavior "use of facility A".

The entry whose action ID 401 is "RA0002" is action definition data that defines "use of elevator A". The behavior data 105 in which the sensor ID 313 of the facility usage information 310 is "6" is specified as the behavior "use of elevator A".

The entry whose action ID 401 is "RA0003" is the action definition data that defines "going to work". If there is an entry for attendance information 320, it is identified as the action "going to work".

It is assumed that the action definition management information 121 is preset in the computer system 100. However, it can be updated as appropriate by the administrator 102 or the like.

FIG. 5 is a diagram showing an example of the content template management information 122 of the first embodiment. 6A and 6B are diagrams showing an example of a content template managed by the computer system 100 of the first embodiment.

The content template management information 122 stores an entry including the content ID 501, the target action type 502, and the content template 503. One entry corresponds to one content template.

The content ID 501 is a field for storing the identification information of the entry of the content template management information 122.

The target action type 502 is a field for storing the type of the target action.

The content template 503 is a field for storing a template of the content to be included in the message 106. Here, the content is an image including characters, figures, tables, and the like that encourage the execution of the target action.

In the content template 503, for example, the template 600 as shown in FIGS. 6A and 6B is stored. Template 600 includes a display area 601 and a response area 602. The display area 601 is an area for displaying characters and the like that prompt the execution of the target action. The response area 602 is an area for receiving the input of the user 101's response to the message 106.

The column next to the "later" button in the response area 602 of FIG. 6A is a column for inputting a time or time for postponing the execution of the target action. For example, "10 minutes later", "10:00", etc. are stored. “[Number of days]” in the display area 601 of FIG. 6B indicates a display portion for displaying a value calculated from the actual execution of the target action at the time of transmitting the message 106.

It is assumed that the content template management information 122 is preset in the computer system 100. However, it can be updated as appropriate by the administrator 102 or the like.

FIG. 7 is a diagram showing an example of the routine behavior management information 123 of the first embodiment.

The routine action management information 123 stores an entry including the action ID 701, the user ID 702, the action name 703, the time feature 704, and the registration date 705. One entry corresponds to one routine action definition data of one user 101.

The action ID 701 is a field for storing the identification information of the entry of the routine action management information 123.

The user ID 702 is a field for storing the identification information of the user 101.

The action name 703 is a field for storing the name of the action. The value of the action name 402 of the action definition management information 121 is set in the action name 703. The computer system 100 can grasp the data content for specifying the routine action by referring to the action definition management information 121 based on the action name 703.

The time feature 704 is a field that stores information about the temporal feature of the routine action.

The registration date 705 is a field for storing the registration date or the update date of the entry.

FIG. 8 is a diagram showing an example of the control condition management information 124 of the first embodiment.

The control condition management information 124 stores an entry including the condition ID 801 and the user ID 802, the target action name 803, the reference information 804, the trigger action 805, the content ID 806, the transmission timing 807, the transmission interval 808, the evaluation index 809, and the score 810. .. One entry corresponds to one control condition data. Due to the format of the drawing, one entry is divided into two stages.

The condition ID 801 is a field for storing the identification information of the entry of the control condition management information 124.

The user ID 802 is a field for storing the identification information of the user 101.

The target action name 803 is a field for storing the name of the target action.

The reference information 804 is a field for storing the name of the information for storing the action data 105 of the target action.

The trigger action 805 is a field for storing the name of the trigger action that triggers the start of transmission control of the message 106.

The content ID 806 is a field for storing the identification information of the template used to generate the content to be included in the message 106. The value of the content ID 501 is stored in the content ID 806. It should be noted that the field may be used to store the template itself instead of the template identification information.

The transmission timing 807 stores the transmission timing of the message 106. The transmission timing 807 stores the time from the detection of the trigger action to the transmission of the message 106.

The transmission interval 808 is a field for storing the transmission interval of the message 106. When "one day" is stored in the transmission interval 808, the message 106 is transmitted once a day.

The evaluation index 809 is a field for storing a score calculation method for evaluating the performance of executing the target action by transmitting the message 106.

The score 810 is a field for storing the score calculated based on the score calculation method stored in the evaluation index 809.

FIG. 9 is a diagram showing an example of transmission history management information 125 information of the first embodiment.

The transmission history management information 125 stores an entry including a history ID 901, a user ID 902, a target action name 903, a reference information 904, a trigger action 905, a content 906, a transmission time 907, and a user response 908. One entry corresponds to one transmission history.

The history ID 901 is a field for storing the identification information of the entry of the transmission history management information 125.

The user ID 902, the target action name 903, the reference information 904, and the trigger action 905 are the same fields as the user ID 802, the target action name 803, the reference information 804, and the trigger action 805.

The content 906 is a field for storing the content contained in the transmitted message 106.

The transmission time 907 is a field for storing the time when the message 106 is transmitted.

The user response 908 is a group of fields for storing information regarding the response of the user 101 who sent the message 106. The user response 908 includes a response type 911 and a response time 912.

The response type 911 is a field for storing the response type of the user 101. The content of the first embodiment includes a response area 602 for inputting a timing for executing a target action. If the response of the user 101 is not obtained, the response type 911 is blank.

The response time 912 is a field for storing the response time of the user 101. If the response of the user 101 is not obtained, the response time 912 is blank.

FIG. 10 is a flowchart illustrating an example of a routine action extraction process executed by the computer system 100 of the first embodiment.

The computer system 100 executes a routine action extraction process when an execution instruction is received from the administrator 102, when a certain number or more of action data 105 are accumulated, or periodically. Here, it is assumed that the computer system 100 has received an execution instruction from the administrator 102. The execution instruction includes a user list that stores the identification information of the user 101 to be processed.

The routine action extraction unit 110 starts the loop processing of the user 101 (step S101).

Specifically, the routine action extraction unit 110 selects one user 101 from the user list. In the following description, the selected user 101 will be referred to as a target user 101.

Next, the routine action extraction unit 110 starts the action loop processing (step S102).

Specifically, the routine action extraction unit 110 selects one entry of the action definition management information 121. In the following description, the action corresponding to the selected entry is described as the target action.

Next, the routine action extraction unit 110 searches the action history database 120 for the action data 105 corresponding to the target action of the target user 101 (step S103).

Specifically, the routine action extraction unit 110 determines the target user 101 from predetermined information stored in the action history database 120 based on the data definition 403 of the entry corresponding to the target action and the identification information of the target user 101. The behavior data 105 corresponding to the target behavior of is searched.

Next, the routine action extraction unit 110 calculates an evaluation value for evaluating the frequency of the target action using the searched action data 105 (step S104).

For example, the routine action extraction unit 110 calculates the number of searched entries as an evaluation value. Further, the routine action extraction unit 110 aggregates the number of entries on a daily basis and calculates the average value of the number of entries in a day as an evaluation value.

The method of calculating the evaluation value is set in advance. A different calculation method may be set for each action.

Next, the routine action extraction unit 110 determines whether or not the target action is a routine action based on the evaluation value (step S105).

For example, the routine action extraction unit 110 determines that the target action is a routine action when the evaluation value is larger than the threshold value.

If it is determined that the target action is not a routine action, the routine action extraction unit 110 proceeds to step S107.

When it is determined that the target action is a routine action, the routine action extraction unit 110 registers the target action as the routine action of the target user 101 in the routine action management information 123 (step S106), and then proceeds to step S107. .. Specifically, the following processing is executed.

(S106-1) In the routine action extraction unit 110, the identification information of the target user 101 is stored in the user ID 702 in the routine action management information 123, and the name of the target action (value of the action name 402) is stored in the action name 703. Determine if the stored entry exists.

(S106-2) When the routine action management information 123 has an entry satisfying the above-mentioned conditions, the routine action extraction unit 110 stores the current date and time on the registration date 705 of the entry.

(S106-3) If there is no entry satisfying the above conditions in the routine behavior management information 123, the routine behavior extraction unit 110 adds an entry to the routine behavior management information 123 and is currently on the registration date 705 of the added entry. Stores the date and time of. The routine action extraction unit 110 generates the identification information of the entry and stores the identification information in the action ID 701 of the added entry. The routine action extraction unit 110 stores the identification information of the target user 101 in the user ID 702 of the added entry, and stores the name of the target action in the action name 703. Further, when the routine action extraction unit 110 analyzes the searched action data 105 and the temporal feature of the routine action is present, the time feature 704 of the added entry contains information on the temporal feature of the routine action. To store. The above is the description of the process of step S106.

In step S107, the routine action extraction unit 110 determines whether or not all the actions of the target user 101 have been processed (step S107).

If it is determined that the processing has not been completed for all the actions of the target user 101, the routine action extraction unit 110 returns to step S102 and executes the same processing.

When it is determined that the processing is completed for all the actions of the target user 101, the routine action extraction unit 110 deletes the old entry of the target user 101 from the routine action management information 123 (step S108).

Specifically, the routine action extraction unit 110 searches for an entry in which the identification information of the target user 101 is stored in the user ID 702 of the routine action management information 123. The routine action extraction unit 110 deletes the searched entries whose date and time stored in the registration date 705 is older than the current date and time by a certain period or more.

Next, the routine action extraction unit 110 determines whether or not the processing has been completed for all the users 101 registered in the user list (step S109).

If it is determined that the processing has not been completed for all the users 101 registered in the user list, the routine action extraction unit 110 returns to step S101 and executes the same processing.

When it is determined that the process is completed for all the users 101 registered in the user list, the routine action extraction unit 110 ends the routine action extraction process.

When a certain number or more of the action data 105 is accumulated, or when the routine action extraction process is periodically executed, the routine action extraction unit 110 refers to the action history database 120 or the routine action management information 123, and the user. Generate a user list of 101. After that, the routine action extraction unit 110 executes the processes after step S101.

FIG. 11 is a diagram showing an example of a target behavior setting screen presented by the computer system 100 of the first embodiment. FIG. 12 is a diagram showing an example of a condition setting screen presented by the computer system 100 of the first embodiment.

The control condition setting unit 111 presents the target action setting screen 1100 and the condition setting screen 1200 in response to the request from the administrator 102.

The target action setting screen 1100 includes a target action column 1101, a reference information column 1102, an evaluation index column 1103, and a completion button 1104.

The target action column 1101 is a column for setting the name of the target action. The reference information column 1102 is a column for storing the name of the information in which the action data 105 of the target action is stored. In the reference information column 1102, the name of the information is displayed in a pull-down format. The evaluation index column 1103 is a column for setting a score calculation method. In the evaluation index column 1103, a radio button for selecting a score calculation method is displayed. The completion button 1104 is an operation button for completing the input to the target action setting screen 1100.

When the completion button 1104 is operated, a target action registration request including the values in each column is transmitted to the computer system 100. The computer system 100 temporarily holds the values in each column.

The condition setting screen 1200 includes a user setting area 1201, a trigger action setting area 1202, a content template setting area 1203, and a completion button 1204.

The user setting area 1201 is an area for designating a user, and includes a user ID field 1211 which is a field for setting identification information of the user 101.

The trigger action setting area 1202 is an area for setting the trigger action to be monitored as a trigger for starting the transmission control of the message 106. The trigger action setting area 1202 includes a table 1220 for selecting a routine action to be set as a trigger action. Table 1220 stores an entry composed of selection 1221, action name 1222, transmission timing 1223, and transmission interval 1224.

Selection 1221 is a check box for adopting the routine action corresponding to the entry. The action name 1222 displays the name of the routine action. The transmission timing 1223 displays the delay time from the time when the trigger action is detected until the message 106 is transmitted. The transmission interval 1224 displays the transmission interval of the message.

The entry transmission timing 1223 and transmission interval 1224 may be controlled so that the user can set arbitrary values.

The content template setting area 1203 is an area for setting a template for generating the content to be included in the message 106. The content template setting area 1203 includes a table 1230 for selecting a content template. Table 1230 stores an entry composed of selection 1231 and content template 1232.

Selection 1231 is a check box for adopting the template corresponding to the entry. The content template 1232 displays the template identification information and the display button. When the display button is operated, the control condition setting unit 111 acquires the template from the content template management information 122 and presents the template via the condition setting screen 1200. The template may be displayed so as to be superimposed on the condition setting screen 1200, or may be displayed on a screen different from the condition setting screen 1200.

The completion button 1204 is an operation button for completing the input to the condition setting screen 1200.

When the completion button 1204 is operated, a condition registration request including the values in each column is transmitted to the computer system 100. The computer system 100 temporarily holds the values in each column.

After the completion buttons 1104 and 1204 are operated, the control condition setting unit 111 adds an entry to the control condition management information 124, generates identification information of the entry, and stores it in the condition ID 801 of the added entry. The control condition setting unit 111 stores the values of the target action column 1101 and the reference information column 1102 in the target action name 803 and the reference information 804 of the added entry. The control condition setting unit 111 stores the score calculation method selected in the evaluation index column 1103 in the evaluation index 809 of the added entry. The control condition setting unit 111 stores the value of the user ID column 1211 in the user ID 802 of the added entry. The control condition setting unit 111 stores the value of the entry selected from the table 1220 in the trigger action 805, the transmission timing 807, and the transmission interval 808 of the added entry. Further, the control condition setting unit 111 stores the identification information of the template selected from the table 1230 in the content ID 806 of the added entry.

Table 1220 of the trigger action setting area 1202 may display all selectable routine actions, or may display only routine actions that are related to the target action. The following methods can be considered as a method of displaying routine behaviors related to the target behaviors.

FIG. 13 is a flowchart illustrating an example of the related routine action display process executed by the computer system 100 of the first embodiment.

The control condition setting unit 111 refers to the routine action management information 123 based on the identification information set in the user ID field 1211, and specifies the routine action of the user 101 (step S201).

At this time, the control condition setting unit 111 sets a counter for each routine action. The initial value "0" is set in the counter. Further, the control condition setting unit 111 refers to the action definition management information 121 based on the name of the routine action (action name 703), and searches for the entry corresponding to each routine action.

Next, the control condition setting unit 111 acquires the action data 105 for a certain period from the information corresponding to the name set in the reference information field 1102 (step S202).

Next, the control condition setting unit 111 starts the loop processing of the action data (step S203).

Specifically, the control condition setting unit 111 selects one action data 105 from the acquired action data 105. In the following description, the target behavior corresponding to the selected behavior data 105 will be described as the target target behavior.

Next, the control condition setting unit 111 sets the search time range based on the time when the target target action is executed (step S204). For example, a range of 10 minutes before and after the execution time of the target target action is set as the search time range. The method of setting the search time range is set in advance.

Next, the control condition setting unit 111 refers to the information storing the action data 105 of each routine action, and searches for the action data 105 of the routine action executed in the search time range (step S205). The search for the action data 105 of the routine action is performed using the data definition 403 of the entry searched in step S201.

Next, the control condition setting unit 111 adds the number of action data 105 of each routine action to the counter of each routine action (step S206).

The control condition setting unit 111 determines whether or not the processing of all the acquired action data 105 is completed (step S207).

If it is determined that the processing has not been completed for all the acquired action data 105, the control condition setting unit 111 returns to step S203 and executes the same processing.

When it is determined that the processing is completed for all the acquired action data 105, the control condition setting unit 111 identifies the routine action whose counter value is larger than the threshold value as the routine action related to the target action (step). S208). That is, a routine action whose execution time zone is common to the target action and which is frequently executed is specified.

By presenting the routine action related to the target action, the operation load of the administrator 102 can be reduced. In addition, by selecting a routine behavior related to the target behavior as the trigger behavior, effective and efficient habituation of the target behavior can be expected.

FIG. 14 is a flowchart illustrating an example of the control necessity determination process executed by the computer system 100 of the first embodiment.

When the computer system 100 receives the action data 105, the computer system 100 starts the control necessity determination process.

The control necessity determination unit 112 analyzes the action data 105 (step S301), and stores the action data 105 in the action history database 120 based on the analysis result (step S302).

Specifically, the control necessity determination unit 112 analyzes the name of the item, the value of the item, the data format, and the like included in the action data 105. The control necessity determination unit 112 specifies the information for storing the action data 105 based on the analysis result, and stores the action data 105 in the specified information. Further, the control necessity determination unit 112 identifies the action corresponding to the action data 105 by referring to the action definition management information 121 based on the action data 105 and the specified information.

Information may be specified based on the destination of the action data 105 or the like.

Next, the control necessity determination unit 112 refers to the control condition management information 124 based on the analysis result, and determines whether or not the corresponding control condition exists (step S303).

Specifically, the control necessity determination unit 112 stores the user identification information included in the received action data 105 in the user ID 802, and stores the name of the specified action in the trigger action 805. Determine if an entry exists. When the entry satisfying the above-mentioned condition exists, the control necessity determination unit 112 determines that the corresponding control condition exists.

If it is determined that the corresponding control condition does not exist, the control necessity determination unit 112 ends the control necessity determination process.

When it is determined that the corresponding control condition exists, the control necessity determination unit 112 determines whether or not a period equal to or longer than the transmission interval has elapsed since the previous message transmission (step S304). Specifically, the following processing is executed.

(S304-1) The control necessity determination unit 112 acquires the values of the user ID 802 and the target action name 803 of the entry searched from the control condition management information 124.

(S304-2) The control necessity determination unit 112 refers to the transmission history management information 125, stores the values of the user ID 802 and the target action name 803 in the user ID 902 and the target action name 903, and sets the transmission time 907. Search for the latest entry.

(S304-3) The control necessity determination unit 112 determines whether or not the period between the current time and the time stored in the transmission time 907 of the searched entry is equal to or greater than the value of the transmission interval 808. judge. The above is the description of the process of step S304.

If it is determined that a period equal to or longer than the transmission interval has not elapsed since the previous message transmission, the control necessity determination unit 112 ends the control necessity determination process.

When it is determined that a period equal to or longer than the transmission interval has elapsed since the previous message transmission, the control necessity determination unit 112 outputs a control instruction to the message transmission control unit 113 (step S305), and then the control necessity determination unit 112. The judgment process is terminated. The control instruction includes an entry (control condition data) searched from the control condition management information 124.

FIG. 15 is a flowchart illustrating an example of a message transmission control process executed by the computer system 100 of the first embodiment. 16A and 16B are diagrams showing an example of the content presented by the computer system 100 of the first embodiment.

When the control instruction is output, the computer system 100 starts the message transmission control process.

The message transmission control unit 113 determines whether or not it is necessary to immediately transmit a message based on the control condition data included in the control instruction (step S401).

Specifically, the message transmission control unit 113 determines whether or not the transmission timing 807 of the control condition data is “0 sec”. When it is determined that the transmission timing 807 is "0 sec", the message transmission control unit 113 determines that the message is immediately transmitted.

If it is determined that the message needs to be transmitted immediately, the message transmission control unit 113 proceeds to step S404.

If it is determined that it is not necessary to transmit the message immediately, the message transmission control unit 113 sets a timer (step S402). The message transmission control unit 113 proceeds to step S403 after a certain period of time has elapsed.

The message transmission control unit 113 determines whether or not the message transmission timing has elapsed based on the timer (step S403).

Specifically, the message transmission control unit 113 determines whether or not the value of the timer is larger than the value of the transmission timing 807 of the control condition data. When the value of the timer is larger than the value of the transmission timing 807 of the control condition data, the message transmission control unit 113 determines that the message transmission timing has passed.

If it is determined that the message transmission timing has not elapsed, the message transmission control unit 113 returns to step S403 after a certain period of time has elapsed, and executes the same process.

If it is determined that the message transmission timing has passed, the message transmission control unit 113 proceeds to step S404.

In step S404, the message transmission control unit 113 generates content using the template specified in the control condition data (step S404).

Specifically, the message transmission control unit 113 refers to the content template management information 122, and searches for an entry in which the value of the content ID 806 of the transmission control data is stored in the content ID 501. The message transmission control unit 113 acquires a content template from the content template 503 of the searched entry, and generates content using the content template.

For example, content 1600 as shown in FIGS. 16A and 16B is generated. The content 1600 includes a display area 1601 and a response area 1602. The display area 1601 is an area for displaying characters and the like that prompt the execution of the target action. The response area 1602 is an area for receiving the input of the user 101's response to the message 106.

The content 1600 of FIG. 16A is the content generated from the template 600 of FIG. 6A, and the content 1600 of FIG. 16B is the content generated from the template 600 of FIG. 6B. In the "[days]" of the template 600 of FIG. 6B, the number of days calculated by using the information corresponding to the reference information 804 of the action history database 120 is set.

Next, the message transmission control unit 113 transmits the message 106 including the content to the user 101 corresponding to the user ID 802 of the control condition data (step S405). At this time, the message transmission control unit 113 starts measuring the waiting time.

The message 106 is transmitted to a terminal or the like. The user 101 refers to the content 1600 via a terminal or the like and operates the response area 1602. In addition, the reference of the content 1600 or the operation of the response area 1602 may not be performed.

By adjusting the transmission timing based on the tendency and achievement of the execution of the target action of the user 101, it can be expected that the target action becomes a habit more effectively and efficiently.

Next, the message transmission control unit 113 adds a history to the transmission history management information 125 (step S406), and then shifts to a wait state and waits for a response from the user 101. The message transmission control unit 113 proceeds to step S407 after a certain period of time has elapsed.

Specifically, the message transmission control unit 113 adds an entry to the transmission history management information 125, generates identification information of the entry, and stores the identification information in the history ID 901 of the added entry. The message transmission control unit 113 adds the user ID 802, the target action name 803, the reference information 804, and the trigger action 805 of the control condition data to the user ID 902, the target action name 903, the reference information 904, and the trigger action 905 of the added entry. Stores the value of. The message transmission control unit 113 stores the content generated in step S404 in the content 906 of the added entry. Further, the message transmission control unit 113 stores the message transmission time at the transmission time 907 of the added entry.

Next, the message transmission control unit 113 determines whether or not a response from the user 101 has been received (step S407).

When it is determined that the response from the user 101 has been received, the message transmission control unit 113 updates the entry added to the transmission history management information 125 (step S408), and ends the message transmission control process.

Specifically, the message transmission control unit 113 sets a value in the user response 908 of the added entry based on the received response.

When it is determined that the response from the user 101 has not been received, the message transmission control unit 113 determines whether or not the waiting time has elapsed the determination period (step S409). It is assumed that the judgment period is set in advance.

If it is determined that the waiting time has not elapsed, the message transmission control unit 113 shifts to the waiting state. After a certain period of time has elapsed, the message transmission control unit 113 returns to step S407 and executes the same process.

When it is determined that the waiting time has elapsed, the message transmission control unit 113 ends the message transmission control process.

17A and 17B are flowcharts illustrating an example of the control condition update process executed by the computer system 100 of the first embodiment.

The computer system 100 executes the control condition update process when it receives an execution instruction from the administrator 102 or periodically.

The control condition setting unit 111 starts the loop processing of the control condition (step S501).

Specifically, the control condition setting unit 111 selects one entry from the entries (control condition data) stored in the control condition management information 124. In the following description, the selected entry is referred to as target control condition data.

Next, the control condition setting unit 111 refers to the transmission history management information 125 to generate a list of transmission histories related to the target control condition (step S502).

Specifically, the control condition setting unit 111 searches for a transmission history in which the combination of the values of the user ID 902 and the target action name 903 matches the combination of the values of the user ID 802 and the target action name 803 of the target control condition data. The control condition setting unit 111 generates a list composed of the searched transmission histories.

The control condition setting unit 111 may generate a list composed of transmission histories for an arbitrary period based on the transmission time 907.

Next, the control condition setting unit 111 starts the loop processing of the transmission history (step S503).

Specifically, the control condition setting unit 111 selects one transmission history from the list. In the following description, the selected transmission history is referred to as a target transmission history.

Next, the control condition setting unit 111 refers to the action history database 120 and searches for the execution history of the target action after the transmission of the message 106 corresponding to the target transmission history (step S504). Specifically, the following processing is executed.

(S504-1) The control condition setting unit 111 sets the search time range based on the transmission time 907 of the target transmission history. For example, a range one week before the time stored in the transmission time 907 is set as the search time range. The time width may be set in advance, or the control condition setting unit 111 may determine the time width based on the evaluation index 809.

(S504-2) The control condition setting unit 111 is stored in the action history database 120, refers to the information corresponding to the reference information 804 of the target transmission history, and searches for the action data 105 indicating the execution of the target action in the search time range. do. The control condition setting unit 111 temporarily stores the search result. The above is the description of the process of step S504.

Next, the control condition setting unit 111 determines whether or not there is an execution history of the target action after the transmission of the message 106 corresponding to the target transmission history (step S505). When the search result includes the history of at least one action data 105, the control condition setting unit 111 determines that the execution history of the target action after the transmission of the message 106 corresponding to the target transmission history exists.

When it is determined that the execution history of the target action after the transmission of the message 106 corresponding to the target transmission history exists, the control condition setting unit 111 associates the action data 105 with the target transmission history (step S506).

Specifically, the control condition setting unit 111 associates the identification information of the searched action data 105 with the target transmission history of the transmission history list.

Next, the control condition setting unit 111 determines whether or not the processing of all the transmission histories registered in the transmission history list has been completed (step S507).

If it is determined that the processing of all the transmission histories registered in the transmission history list has not been completed, the control condition setting unit 111 returns to step S503 and executes the same processing.

When it is determined that the processing of all the transmission histories registered in the transmission history list is completed, the control condition setting unit 111 is based on the execution record of the target action and the evaluation index 809 of the target control condition data. , Calculate the score (step S508).

For example, the control condition setting unit 111 calculates the execution ratio for one month using the equation (1), and calculates the average value of the execution ratio as a score.

Here, the number of times the target action is executed is the number of action data 105, and the number of times the message is transmitted is the number of transmission histories.

The number of executions may be corrected based on the user response 908 of the transmission history. For example, when the response type 911 is "immediately", the number of executions is multiplied by the ratio 1.3.

The score calculation method described above is an example and is not limited to this. Any score may be used as long as it can evaluate the performance of the execution of the target action for sending the message.

Next, the control condition setting unit 111 presents the calculated score to the manager 102 (step S509). The process of step S509 may be omitted.

Next, the control condition setting unit 111 determines whether or not it is necessary to change the trigger behavior based on the score (step S510). For example, the following determination method can be considered.

(Determining method 1) The control condition setting unit 111 determines whether or not the score is smaller than the first threshold value. When the score is smaller than the first threshold value, the control condition setting unit 111 determines that the trigger behavior needs to be changed. It is assumed that the first threshold value is set in advance.

(Determination method 2) The control condition setting unit 111 calculates the rate of change of the score using the value of the score 810 of the target control condition data and the calculated score, and whether or not the rate of change is smaller than the first threshold value. Is determined. When the rate of change is smaller than the first threshold value, the control condition setting unit 111 determines that the trigger behavior needs to be changed. It is assumed that the first threshold value is set in advance.

The above-mentioned determination method is an example and is not limited to this.

When it is determined that the trigger action needs to be changed, the control condition setting unit 111 identifies a routine action related to the target action (step S511). The process of step S511 is the same as the process of FIG.

Next, the control condition setting unit 111 selects a routine action other than the current trigger action from the specified routine actions as a new trigger action (step S512). After that, the control condition setting unit 111 proceeds to step S515.

For example, the control condition setting unit 111 selects the routine action having the largest value of the counter used in step S511 as a new trigger action. At this time, the control condition setting unit 111 stores the name of the selected routine action in the trigger action 805 of the target control condition data.

If it is determined in step S510 that it is not necessary to change the trigger behavior, the control condition setting unit 111 determines whether or not it is necessary to change the transmission timing based on the score (step S513). For example, the following determination method can be considered.

(Determining method 3) The control condition setting unit 111 determines whether or not the score is smaller than the second threshold value. When the score is smaller than the second threshold value, the control condition setting unit 111 determines that the trigger behavior needs to be changed. It is assumed that the second threshold value is set in advance. However, the second threshold value is larger than the first threshold value.

(Determination method 4) The control condition setting unit 111 calculates the rate of change of the score using the value of the score 810 of the target control condition and the calculated score, and whether or not the rate of change is smaller than the second threshold value. To judge. When the rate of change is smaller than the second threshold value, the control condition setting unit 111 determines that the trigger behavior needs to be changed. It is assumed that the second threshold value is set in advance. However, the second threshold value is larger than the first threshold value.

The above-mentioned determination method is an example and is not limited to this.

If it is determined that it is not necessary to change the transmission timing, the control condition setting unit 111 proceeds to step S515.

When it is determined that the transmission timing needs to be changed, the control condition setting unit 111 changes the transmission timing (step S514). After that, the control condition setting unit 111 proceeds to step S515.

For example, the control condition setting unit 111 changes the transmission timing based on a preset amount of change. Further, the control condition setting unit 111 may calculate the rate of change of the score using the value of the score 810 of the target control condition data and the calculated score, and may change the transmission timing based on the rate of change. ..

In step S515, the control condition setting unit 111 determines whether or not all the entries stored in the control condition management information 124 have been processed (step S515).

When it is determined that the processing is not completed for all the entries stored in the control condition management information 124, the control condition setting unit 111 returns to step S501 and executes the same processing.

When it is determined that the processing is completed for all the entries stored in the control condition management information 124, the control condition setting unit 111 ends the control condition update processing.

The control condition setting unit 111 changes the trigger action and the transmission timing when the actual execution of the target action for the message transmission is low. As a result, control conditions for enhancing the performance of the target action can be automatically set according to the action of the user 101.

As described above, when the computer system 100 detects the execution of the routine action set as the trigger action, the computer system 100 transmits a message prompting the execution of the target action to the user 101 at an arbitrary transmission timing. As a result, it is expected that the target behavior will be habituated efficiently and effectively. Further, the computer system 100 analyzes the actual result of executing the target action by transmitting the message, and updates the routine action and the transmission timing to be monitored according to the actual result. This makes it possible to send the message at a more appropriate timing.

(Modification example)
In the first embodiment, the processing is performed for each user, but the processing is not limited to this. The computer system 100 may group the users 101 based on the attributes of the users 101 and execute the transmission control of the message 106 in group units. In this case, the user ID on the control condition management information 124 (FIG. 8) and the condition setting screen 1200 (FIG. 12) is replaced with the group ID, and the computer system 100 determines which group each user is included in. Then, the control condition management information for the relevant group is referred to, and transmission control for the user is executed.

In the first embodiment, one template is set for one control condition, but the present invention is not limited to this. Multiple templates may be set for one control condition. In this case, the computer system 100 switches the content to be transmitted based on the score.

The present invention is not limited to the above-described embodiment, and includes various modifications. Further, for example, the above-described embodiment describes the configuration in detail in order to explain the present invention in an easy-to-understand manner, and is not necessarily limited to the one including all the described configurations. Further, it is possible to add, delete, or replace a part of the configuration of each embodiment with other configurations.

Further, each of the above configurations, functions, processing units, processing means and the like may be realized by hardware by designing a part or all of them by, for example, an integrated circuit. The present invention can also be realized by a software program code that realizes the functions of the examples. In this case, a storage medium in which the program code is recorded is provided to the computer, and the processor included in the computer reads out the program code stored in the storage medium. In this case, the program code itself read from the storage medium realizes the function of the above-described embodiment, and the program code itself and the storage medium storing it constitute the present invention. Examples of the storage medium for supplying such a program code include a flexible disk, a CD-ROM, a DVD-ROM, a hard disk, an SSD (Solid State Drive), an optical disk, a magneto-optical disk, a CD-R, and a magnetic tape. Non-volatile memory cards, ROMs, etc. are used.

In addition, the program code that realizes the functions described in this embodiment can be implemented in a wide range of programs or script languages such as assembler, C / C ++, perl, Shell, PHP, Python, and Java (registered trademark).

Further, by distributing the program code of the software that realizes the functions of the embodiment via the network, the program code is stored in a storage means such as a hard disk or a memory of a computer or a storage medium such as a CD-RW or a CD-R. The processor included in the computer may read and execute the program code stored in the storage means or the storage medium.

In the above-described embodiment, the control lines and information lines show what is considered necessary for explanation, and do not necessarily indicate all the control lines and information lines in the product. All configurations may be interconnected.

100 Computer system 101 User 102 Administrator 103 System 104 Sensor 105 Action data 106 Message 110 Routine action extraction unit 111 Control condition setting unit 112 Control necessity judgment unit 113 Message transmission control unit 120 Action history database 121 Action definition management information 122 Content template Management information 123 Routine action management information 124 Control condition management information 125 Transmission history management information 200 Computer 201 Processor 202 Network interface 203 Main storage device 204 Secondary storage device 1100 Purpose action setting screen 1200 Condition setting screen

Claims (12)

It is a computer system that supports the habituation of purpose behavior.
It comprises at least one computer having an arithmetic unit, a storage device connected to the arithmetic unit, and a connection interface connected to the arithmetic unit.
The at least one computer is
It is a routine action that the user is constantly performing, and the execution of the trigger action set as a trigger for starting the transmission control of the message including the content for prompting the user to execute the target action is monitored.
A computer system characterized in that when the execution of the trigger action is detected, the transmission control of the message to the user is executed. The computer system according to claim 1.
It manages control condition management information that stores control condition data including the target action, the trigger action, the template for generating the content, and the transmission timing.
The at least one computer is
When the behavior data related to the user's behavior is received, the received behavior data is analyzed to identify the user's behavior.
With reference to the control condition management information, the control condition data in which the specified action is set as the trigger action is searched for.
The content is generated based on the template included in the searched control condition data.
A computer system comprising transmitting the message including the generated content to the user based on the transmission timing included in the searched control condition data. The computer system according to claim 2.
The at least one computer is
An interface for setting the control condition data is provided.
An input for registering the control condition data is received via the interface.
A computer system characterized in that, as the routine action that can be set as the trigger action, the routine action related to the target action is presented to the interface. The computer system according to claim 3.
Manage the behavior history database that stores the behavior data,
The at least one computer is
With reference to the action history database, the action data included in the search time range set based on the execution time of the action data corresponding to the target action and corresponding to the routine action is searched for.
By analyzing the searched behavior data, the routine behavior associated with the target behavior is identified.
A computer system characterized by presenting the routine behavior associated with the target behavior via the interface. The computer system according to claim 2.
It manages the action history database that stores the action data and the transmission history management information that stores the history of the transmitted message.
The at least one computer is
The received behavior data is stored in the behavior history database, and the behavior data is stored in the behavior history database.
After the message is transmitted, the history of the message is stored in the transmission history management information.
By analyzing the action data of the target action stored in the action history database, a score regarding the execution performance of the target action for the message corresponding to the history stored in the transmission history management information is calculated. ,
A computer system characterized in that at least one of the routine action serving as the trigger action and the transmission timing is changed when it is determined that the performance of execution of the target action is low based on the score. The computer system according to claim 1.
Manages a behavior history database that stores behavior data related to the user's behavior,
The at least one computer is
With reference to the action history database, the number of executions of each of the plurality of actions within a certain period is calculated.
A computer system characterized in that an action whose number of executions within a certain period is larger than a threshold value is extracted as the routine action. It is a method of supporting the habituation of purpose behaviors executed by computer systems.
The computer system includes an arithmetic unit, a storage device connected to the arithmetic unit, and at least one computer having a connection interface connected to the arithmetic unit.
The method for supporting the habituation of the purpose behavior is
The at least one computer is a routine action that the user is constantly performing, and is a trigger action set as a trigger for starting transmission control of a message including content for prompting the user to execute the target action. The first step to monitor execution,
A method for supporting the habituation of a target action, which comprises a second step of executing control of transmission of the message to the user when the execution of the trigger action is detected by the at least one computer. The method for supporting the habituation of the purpose behavior according to claim 7.
The computer system manages control condition management information that stores control condition data including the target action, the trigger action, the template for generating the content, and the transmission timing.
The first step is
When the at least one computer receives behavior data relating to the behavior of the user, a step of analyzing the received behavior data to identify the behavior of the user, and
The at least one computer includes a step of retrieving the control condition data in which the specified action is set as the trigger action with reference to the control condition management information.
The second step is
A step in which the at least one computer generates the content based on the template included in the searched control condition data.
The at least one computer includes a step of transmitting the message including the generated content to the user based on the transmission timing included in the searched control condition data. How to support the habituation of purpose behavior. The method for supporting the habituation of the purpose behavior according to claim 8.
A third step in which the at least one computer provides an interface for setting the control condition data.
The at least one computer includes a fourth step of accepting an input for registering the control condition data via the interface.
A method for supporting the habituation of a target action, characterized in that the routine action related to the target action is presented to the interface as the routine action that can be set as the trigger action. The method for supporting the habituation of the purpose behavior according to claim 9.
The computer system manages an action history database that stores the action data, and the computer system manages the action history database.
The third step is
The at least one computer is included in the search time range set with reference to the execution time of the action data corresponding to the target action with reference to the action history database, and corresponds to the routine action. Steps to search behavior data and
A step in which the at least one computer identifies the routine behavior associated with the target behavior by analyzing the searched behavior data.
A method for supporting the habituation of a target behavior, wherein the at least one computer includes a step of presenting the routine behavior related to the target behavior via the interface. The method for supporting the habituation of the purpose behavior according to claim 8.
The computer system manages an action history database that stores the action data and transmission history management information that stores the history of the transmitted message.
The method for supporting the habituation of the purpose behavior is
A step in which the at least one computer stores the received behavior data in the behavior history database.
A step in which the at least one computer stores the history of the message in the transmission history management information after the message is transmitted.
By analyzing the action data of the target action stored in the action history database, the at least one computer executes the target action for the message corresponding to the history stored in the transmission history management information. Steps to calculate the score for achievements and
When the at least one computer determines that the performance of the execution of the target action is low based on the score, the step of changing at least one of the routine action to be the trigger action and the transmission timing. A method of supporting the habituation of purpose behaviors, which is characterized by including. The method for supporting the habituation of the purpose behavior according to claim 7.
The computer system manages a behavior history database that stores behavior data related to the behavior of the user, and manages the behavior history database.
The method for supporting the habituation of the purpose behavior is
A step in which the at least one computer refers to the action history database and calculates the number of executions of each of the plurality of actions within a certain period.
A method for supporting the habituation of a target action, wherein the at least one computer includes a step of extracting an action whose number of executions within a certain period is larger than a threshold value as the routine action.

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