JP2010257347A - Guidance support system and guidance support information display - Google Patents

Abstract

<P>PROBLEM TO BE SOLVED: To support a guidance operation to be performed by a guide using time-series features from a living record of a person to be guided and mutual relationships between an action for achieving a target and the living record. <P>SOLUTION: A guidance support system includes a database managing a personal living record to be daily input in the guidance support system for living habit improvement or the like, a guidance sentence, a template sentence that is a model of a comment sentence, and information on a user; an analysis index calculation means for calculating, from the living record, an index of a change in the living record by using an analysis method and a determination reference value; a template sentence selection means for selecting the template sentence from the index; a template sentence selection rule management means for managing information on a condition sentence or the like for selecting the template sentence from the index; an individual comment generation means for generating individual comments from the template sentence and the value of the index; and an output means for presenting the individual comments on a guidance screen. <P>COPYRIGHT: (C)2011,JPO&INPIT

Description

  The present invention relates to a computer system that provides guidance work support to a guidance target person for the purpose of lifestyle improvement and the like.

  Currently, there is a method in which a leader such as a public health nurse and a guidance target person receiving guidance are provided in a remote environment as one of the guidance for improving lifestyle habits. For example, a daily record recorded daily by the instructor is reported to the instructor via the telephone or the Internet, and the instructor provides instruction to the instructor from the office or home. In such remote guidance, in order to provide guidance to a large number of subjects, a system that supports the efficiency of the work of the leader is desired.

  The following methods are shown as methods for supporting the work of the instructor. For example, in Patent Document 1, in order to achieve lifestyle improvement, a target value such as blood pressure is automatically determined by the system, automatically evaluated according to the target achievement status, and a message is output. It is shown. Patent Document 2 discloses a method for determining a scenario for the subject to work by answering a question given in accordance with the lifestyle in a system for achieving lifestyle improvement. ing.

JP 2007-122182 A JP 2001-022837 A

  In order to carry out effective guidance, not only evaluate and guide the achievement status of the set goals, but also take into account behaviors that affect the achievement of the goals and focus on changes in the target audience. It is desirable. However, since there are a plurality of types of life records such as individual behaviors, each of which is time-series data, it is burdensome for the instructor to check all the life records and perform the guidance. Furthermore, since what kind of life records lead to guidance differs depending on each individual, the burden on the leader becomes even larger. However, in the above-described conventional example, a method for supporting guidance using changes in time-series action records has not been considered.

  Furthermore, as one of the instructions, it is important to give a notice (or hint) about what kind of behavior the instruction target person performs when the weight is increased or decreased. For this purpose, in addition to the time-series changes in the recording, it is necessary to provide guidance using the characteristics of the relationship between the behavior record of the target person and the results. Teaching support methods were not considered.

  The purpose of the present invention is to provide guidance for the instructor by supporting the instruction performed by the instructor using the characteristics of the time series from the life record of the instructor and the relationship between the behavior for achieving the goal and the life record. Is to provide a system that reduces the labor required to support efficient and effective implementation of guidance.

  The present invention includes a computer having a processor that performs arithmetic processing and a storage unit connected to the processor, stores a life record of a person to be instructed by the computer, and refers to the life record. In the guidance support system that supports guidance for the guidance target person, the computer includes a first database that stores the life record of the guidance target person, and a second database that stores a plurality of preset fixed sentences. A third database for managing information related to the guidance target person, and a guidance target person is selected from the third database, and the life record of the selected guidance target person is referred to from the second database, Analytical index calculation means for calculating an index related to a time-series change of the life record, and conditions for selecting the fixed sentence from the calculated index are set in advance A fixed sentence selection rule management means, a fixed sentence selection means for selecting a fixed sentence in the second database based on the condition from the index, and the guidance target person from the value of the selected fixed sentence and the index Individual comment generating means for generating an individual comment.

  Therefore, in the guidance support system of the present invention, the analysis index calculation means calculates the index related to the time-series change from the life record of the guidance target person, and the fixed sentence selection means and the fixed sentence selection rule management means are predetermined. By selecting the standard text to be used for individual comments (instruction text) by evaluating the conditions of the index, and the individual comment generator creates individual comments from the standard text and the index value. An instruction comment corresponding to the change of the life record can be easily created, and there is an effect that it is possible to support the implementation of the effective instruction by the instructor.

  In addition, the individual comment display means presents guidance items indicating the points of interest in life records, and allows the instructor to select items to be instructed based on his / her judgment criteria. It is possible to provide support and effective guidance. In addition, the guidance history display means can confirm the number of times the guidance item used in the past guidance is used, avoiding redundant use of the guidance item and providing efficient guidance based on various guidance items. There is an effect that can be implemented.

  Furthermore, the life record highlighting means emphasizes and displays on the screen a life record corresponding to the individual comment for which the instruction item has been selected, thereby indicating which range of analysis results the individual comment presents. It can be understood immediately and has the effect of providing efficient guidance.

  In addition, when calculating the index from the life record, by extracting the improvement points by stepping down the judgment criteria step by step, it is possible to extract more improvement points from the individual individual life records It is possible to present more individual comments for praise to the instructor.

  Furthermore, by extracting the behavior that is related to the change in the result (weight) of the guidance by the relevance extraction means and creating an individual comment, the behavior of the guidance target person becomes aware of how the weight increases or decreases There is an effect that can give (suggestion).

  In addition, by connecting individual comments on the relationship between action and weight and individual comments on actions alone, it is possible to present an instruction sentence that can be easily understood by the instructor. There is an effect that can support the guidance.

The block diagram which shows the 1st Embodiment of this invention and shows the example of 1 structure of a guidance assistance system. The figure which shows 1st Embodiment and shows an example of the information which life record DB manages. The figure which shows 1st Embodiment and shows an example of the information which fixed phrase DB manages. The figure which shows 1st Embodiment and shows an example of the information which guidance record DB manages. The figure which shows 1st Embodiment and shows an example of the information which user information DB manages. The flowchart which shows 1st Embodiment and shows an example of the process sequence of the whole guidance assistance system of this invention. The flowchart which shows 1st Embodiment and shows an example of the detailed process sequence of an individual comment production | generation step. The figure which shows 1st Embodiment and shows an example of the procedure which produces | generates an individual comment from the value of an parameter | index, and a rule. The flowchart which shows 1st Embodiment and shows an example of the process sequence for extracting the improvement point of a life record. The figure which shows 1st Embodiment and shows an example of the fixed sentence rule information which a fixed sentence selection rule management means manages. The flowchart which shows 2nd Embodiment and shows an example of the detailed process sequence for producing | generating the separate comment of the relationship of action and weight. The figure which shows 2nd Embodiment and shows an example of the process of an individual comment connection step. The figure which shows 1st Embodiment and shows an example of the information which guidance item DB manages. The flowchart which shows 1st Embodiment and shows an example of the detailed process sequence of a guidance implementation step. The figure which shows 1st Embodiment and shows an example of the screen image shown to a leader at the time of a guidance implementation step. The figure which shows 1st Embodiment and shows an example of the procedure which selects a fixed form sentence from a fixed form sentence DB according to a subject's condition. The figure which shows 1st Embodiment and shows an example of a part of screen shown to a leader at the time of execution of weight loss graph emphasis display and an individual comment presentation step. The sequence diagram which shows 1st Embodiment and shows an example of the data communication in the guidance assistance system of this invention. The figure which shows an example of the correlation calculation process of a weight difference and action. The figure which shows 1st Embodiment and shows an example of the information which a screen presentation information management means manages. The flowchart which shows 2nd Embodiment and shows an example of the detailed process sequence of an individual comment production | generation step. The figure which shows 2nd Embodiment and shows an example of the information which connection word DB manages. The flowchart which shows 2nd Embodiment and shows an example of the detailed process sequence of a guidance implementation step. The figure which shows 2nd Embodiment and shows the one part area | region of the screen on the input / output terminal for leaders.

  Hereinafter, the best mode for carrying out the present invention will be described in detail with reference to the drawings. Hereinafter, a case where guidance for weight loss progress is performed every 10 days with respect to a record that a guidance target person inputs every day will be described by taking a guidance support system for weight loss as an example. Specifically, a case will be described in which a public health nurse who is a leader performs guidance by creating and transmitting a guidance sentence for a ten-day life record input by a guidance subject.

  FIG. 1 is a block diagram showing a configuration example of a guidance support system according to the first embodiment of this invention. The instruction support system includes an instruction system server 101, a database 102, an input / output terminal 103 for an object person, and an input / output terminal 104 for an instructor.

  The guidance system server 101 includes an arithmetic device 105 and a storage device 106, and selects a fixed sentence from an analysis index calculation means 107 that calculates an index for automatically analyzing a life record, and rules such as an index condition. A fixed sentence selection means 108 to perform, an individual comment generation means 109 to generate individual comments for the guidance subject according to the index, and a relation to calculate the relevance of the data relating to behavior and the data relating to changes in body weight in the life record Sex extracting means 110, comment linking means 111 for linking individual comments of weight change and action to one sentence according to the presence or absence of the relevance, and screen of the input / output terminal 104 for the leader (teaching screen) The guidance history display means 112 showing information on past guidance on the top, and the life record highlighting table for highlighting on the guidance screen the life record that is the basis for the individual comment Means 113, individual comment display means 114 for displaying individual comments on the guidance screen, fixed sentence selection rule management means 115 holding information on rules for selecting fixed sentences, generated individual comments, etc. Controls the presentation order used for presenting individual comments on the guidance screen, and the screen presentation information management means 116 that holds information necessary for presenting information on the guidance input / output terminal 104. The presentation priority calculation means 117 for calculating the priority for performing is stored and executed by the arithmetic unit 105.

  In addition, the database 102 includes a life record DB 118 in which records of subjects to be trained necessary for conducting the guidance are stored, a guidance item DB 119 that is a classification of life records that the leader pays attention to during the guidance, and a leader during the guidance. A fixed sentence DB 120 storing a fixed sentence to be presented to the user, a guidance record DB 121 storing a record relating to guidance, a user information DB 122 storing information of a leader who is a user of the guidance support system and a guidance target person, and The connection word DB 123 stores connection words used when connecting the created individual comments of the two sentences to one sentence. The guidance system server 101 stores the analysis index calculation unit 107 to the presentation priority calculation unit 117 in the storage device 106 as programs.

  The guidance system server 101 is connected to a target person input / output terminal 103 operated by a target person and a leader input / output terminal 104 operated by a leader via a network. For this reason, the guidance system server 101 includes a communication interface (not shown).

  The input / output terminal 103 for the subject includes an input device 124 such as a mouse and a keyboard and an output device 125 such as a display, and accesses the instruction system server 101 by an arithmetic device and a storage device (not shown) to register a life record. Is executed.

  The instructor input / output terminal 104 includes an input device 126 such as a mouse and a keyboard, and an output device 127 such as a display. The instructor input / output terminal 104 accesses the guidance system server 101 by using an arithmetic device and a storage device (not shown), Is running.

  FIG. 2 is a diagram illustrating an example of information managed by the life record DB 118. The life record DB 118 includes an individual ID 201 that identifies the individual to be instructed, a date 202 that is the date of input of the life record, an elapsed day number 203 representing the date 202 from the start date of weight reduction, and the like Target weight 204 that is a weight loss target set by an individual, target action number 205 that represents the number of actions that lead to weight loss set in advance as a target at the start of weight loss, and guidance in which information is accumulated by daily input by the target person The weight 206 and the number of steps 207 as a result of the action, the action execution number 208 representing the number of the target actions that can be performed on the day, the drinking event 209 for inputting the presence / absence of drinking for the day, and the exercise event for inputting the presence / absence of exercise for the day 210, information such as a business trip event 211 for inputting the presence / absence of a business trip of the day is managed. In records indicating the presence / absence of an event, such as a drinking party event 209, an exercise event 210, and a business trip event 211, 0 is recorded as no event and 1 is recorded as an event. These pieces of information managed by the life record DB 118 are basically continuously input every day by the instruction subject using the input device 124 of the input / output terminal 103 for the subject.

  Information such as the weight 206, the number of steps 207, the number of actions 208 performed, the presence / absence of the drinking event 209, the presence / absence of the exercise event 210, the presence / absence of the business trip event 211, etc. is input from the target person input / output terminal 103. When input is performed using the device 124, the information is transmitted to the guidance system server 101 via the network, and the computing device 105 adds the personal ID 201, the date 202, the number of elapsed days 203, the target weight 204, and the target action number 205 to the information. Registered in the life record DB 118 as record information. During the period of guidance, the person to be instructed inputs daily events as much as possible, as well as the number of steps, number of actions performed, behavioral events such as drinking parties and exercise, and the instructor provides guidance based on this data.

  FIG. 13 is a diagram illustrating an example of information managed by the instruction item DB 119. The instruction item DB 119 manages an item ID 1301 for specifying an instruction item, an item name 1302, a life record type A 1303 indicating which life record the instruction item is based on, and a life record type B 1304. Since there may be a plurality of life records corresponding to the instruction item name 1302, there are a plurality of columns of life record types. In the example shown in the figure, the life record types A and B are shown as two examples, but the instruction item DB 119 may store N life record types. These pieces of information are managed as preset information.

  FIG. 3 is a diagram illustrating an example of information managed by the fixed phrase DB 120. The fixed sentence DB 120 indicates a fixed sentence ID 301 for specifying the ID of the fixed sentence, and indicates whether the fixed sentence is a fixed sentence of the entire guidance sentence or an individual comment generated from the analysis result of the personal life record. Fixed sentence type 302, item ID 303 indicating the viewpoint based on the comment at the time of instruction, fixed sentence sentence 304, attribute 305 indicating the meaning of fixed sentence sentence 304, instructor Information such as the priority 306 for controlling the order in which the items 303 and the fixed sentence sentences 304 are presented on the instruction screen of the input / output terminal 104 is managed. The fixed sentence ID 301 corresponds to the fixed sentence ID 1 (407), the fixed sentence ID 2 (408) in FIG. 4, the fixed sentence ID 802 in FIG. 8, the fixed sentence ID 1002 in FIG. 10, and the fixed sentence group 1602 in FIG. There are two types of fixed phrases 302, one is selected according to the “text” fixed phrases that are selected according to the achievement status of the weight loss target, and daily life records such as actions that are the feature of the present invention. This is an “individual” fixed phrase. The item ID 303 corresponds to the item ID 1301 in FIG. Information managed by the fixed phrase DB 120 is set in advance, and is not dynamically changed.

  FIG. 4 is a diagram illustrating an example of information managed by the instruction record DB 121. The instruction record DB 121 includes an instruction ID 401 that identifies an ID of the instruction that has been provided, an instruction date 402 that indicates the date of the instruction, an elapsed day 403 that indicates the instruction date 402 in terms of the number of days that have elapsed since the weight reduction start date, Target person 404 indicating ID, leader 405 indicating the ID of the instructor, text 406 indicating the instruction text transmitted to the instruction target person, fixed sentence ID 1 (407) indicating the fixed sentence used to create the instruction sentence, fixed sentence ID 2 Information such as (408) is managed. Since the number of fixed phrases that can be used for creating the teaching sentence is arbitrary, there are multiple columns for managing the fixed sentence IDs used for creating the teaching sentence, such as the fixed sentence ID 1 (407) and the fixed sentence ID 1 (408). To do. In the illustrated example, two fixed sentence IDs are shown, but N fixed sentence IDs may be stored. As for the instruction record, when the instructor transmits an instruction sentence to the instruction target person, a record relating to the instruction is registered in the instruction record DB 121 as one record.

  FIG. 5 is a diagram illustrating an example of information managed by the user information DB 122. The user information DB 122 is used at the time of logging in to the guidance support system, the personal ID 501 for identifying the individual of the instructor and the instructor, the user type 502 indicating whether the instructor is the instructor, the name 503 of the instructor and the instructor. Login ID 504, password 505 used when logging in to the guidance support system, target weight 506 determined by the person being instructed at the start of weight loss, and number of actions to be performed for weight loss similarly determined by the person being instructed at the start of weight loss Information such as the target action execution number 507 indicating the e-mail address and the e-mail address (not shown) is managed. The personal ID 501 corresponds to the target person 404 and the instructor 405 in FIG. The target weight 506 corresponds to the target weight 204 in FIG. 2, and the target action execution number 507 corresponds to the target action execution number 205 in FIG. This information is obtained by registering the leader and the person to be instructed on the instruction support system when starting the instruction, how many kilograms the target weight 506 is set between the instructor and the person to be instructed, and the daily target behavior. Is determined and registered in the user information DB 122 in advance. The target actions described here are specific actions such as “walk for 30 minutes”, “stop serving rice”, “keep a beer”, and the number of target actions is the number of targets per day. The goal is to implement. The action execution number 208 described with reference to FIG. 2 inputs how many times the target action has been executed that day.

  Next, a detailed operation will be described with reference to a flowchart and a sequence diagram. FIG. 6 is a flowchart showing an example of the processing procedure of the entire guidance support system of the present invention. As a process which a guidance support system processes, there are a guidance subject selection step 601, an individual comment generation step 602, and a guidance execution step 603.

  FIG. 18 is a sequence diagram showing an example of data communication between devices in the guidance support system of the present invention. The illustrated devices are an instructor input / output terminal 1801, an instruction system server 1802, and a database 1803. The instructor input / output terminal 1801 is connected to the instructor input / output terminal 104 in the configuration diagram shown in FIG. The guidance system server 1802 corresponds to the guidance system server 101 in the configuration diagram shown in FIG. 1, and the database 1803 corresponds to the database 102 in the configuration diagram shown in FIG.

  In the flowchart of FIG. 6, first, in an instruction target person selecting step 601, an object person that matches the timing of performing instruction every 10 days from the start date of weight reduction is selected from the input device 126 of the instructor input / output terminal 104. In the sequence diagram of FIG. 18, the ID of the subject is transmitted from the instructor input / output terminal 1801 to the guidance system server 1802 (1804), and the request for the subject data is executed from the guidance system server 1802 to the database 1803 (1805). ).

  Next, detailed processing of the individual comment generation step 602 will be described. FIG. 7 is a flowchart illustrating an example of a detailed processing procedure of the individual comment generation step.

  First, in step 701, the life record data of the guidance subject selected in the guidance subject selection step 601 is acquired from the lifestyle record DB 118. In the sequence diagram of FIG. 18, the life record data is transmitted from the database 1803 to the guidance system server 1802 after execution of the subject data request processing 1805 (1806).

Next, in step 702, the analysis index calculation unit 107 calculates an index such as a time-series change from the life record acquired from the life record DB 118. Items shown as item names 1302 in FIG. The analysis index calculation unit 107 calculates an index for each item indicated by the item name 1302. For example, when the item ID 1301 is “weight loss pace” with “I00001”, the index is defined in advance as the inclination of the weight 206. The analysis index calculation means 107 acquires data such as weight 206 and elapsed days 203 from the life record DB 118. The slope of the weight for 10 days is a, the vector data for the elapsed days 203 for 10 days is x, the vector data for the weight 206 for 10 days is y, the average of x is (x−), and the average of y is (y−). Then
a = Σ {(x −) (y −)} / Σ (x−) 2
Thus, the slope a of the weight 206 for 10 days, which is an index, can be calculated.

  As another example, the index of the exercise event 210 is defined as the total number of exercise events performed for 10 days. If the vector data of the number of exercise events performed for 10 days is n, the total number of exercise events performed can be calculated by Σn. In this way, for example, the number of exercise events carried out in the most recent 10 days (hereinafter referred to as the latest 10 days) retroactive from the date of the instruction and the exercise for the 10 days before the most recent 10 days (hereinafter referred to as the last 10 days) Calculate the number of event implementations. Each index is assigned an index ID, which will be described later, and is output as an index ID 1004 and an index value 1006 in the fixed sentence rule information managed by the fixed sentence selection rule management means 115 shown in FIG.

  Next, in step 703, based on the index value obtained in step 702, the fixed sentence selection means 108 uses the information managed by the fixed sentence selection rule management means 115 to create a rule (see FIG. 10). The matched fixed phrase is acquired from the fixed phrase DB 120. In the sequence diagram of FIG. 18, the guidance system server 1802 requests a fixed sentence corresponding to the index from the database 1803 (1807). Then, a fixed sentence is provided from the database 1803 to the guidance system server 1802 (1808). Step 703 will be described with reference to FIG. FIG. 10 is a diagram illustrating an example of fixed sentence selection rule information managed by the fixed sentence selection rule management unit 115.

  In FIG. 10, there is a rule 1003 for selecting a fixed sentence ID 1002 for each instruction item ID 1001 which is a viewpoint of instruction, and a plurality of index IDs 1004 and index IDs 1005, index values 1006 and indices are evaluated in the rules. The information regarding the conditional sentence 1007 for acquiring the fixed sentence is described. The item ID 1001 corresponds to the item ID 303 in FIG. IDs corresponding to the index ID 1004 are set for individual indices such as weight movement and number of exercises calculated by the analysis index calculation unit 107 in step 702, and the calculation result of each index is set to the value 1006 of the corresponding index ID 1004. Store. For example, the above-described exercise event has an ID of the index ID “M062” for the most recent 10 days and ID “M061” for the previous 10 days. In step 703, by using such information, the conditional sentence 1007 is evaluated, and the standard sentence of the rule satisfying the condition is selected. For example, in the item ID “I00003” of “number of actions performed”, when the value illustrated in the index value 1006 in FIG. 10 is obtained in step 702, the rule 1 in the rule 1003 has the index M031 = 3.1. , M032 = 3.3, the conditional statement M031 ≧ M032 does not satisfy the condition, and the fixed sentence is not selected. Next, in item ID “I00006” of “exercise event”, rule 1 in rule 1003 has indexes of M061 = 0 and M062 = 2, and conditional statement M062-M061 ≧ 2 satisfies the conditional expression. The fixed phrase ID “T00601” corresponding to the rule is selected.

  The fixed sentence selection unit 108 acquires the fixed sentence sentence 304 from the selected fixed sentence ID 1002 from the fixed sentence DB 120, and outputs it to the storage device 106 for use in processing to be described later. In step 703, information on a period for which the selected fixed sentence is analyzed is acquired. The period to be analyzed is basically the last 10 days, which is the center of index calculation, and is “41-50” when analysis is performed at the time of instruction on the 50th day. In other cases, the period itself to be analyzed becomes the index 1005. For example, in the instruction item “weight change”, an index relating to a sharp increase or decrease in body weight within 10 days is calculated, and the index includes a start date and an end date of a rapid change in weight. In this case, the period to be analyzed is not the latest 10 days but an index of the start date and end date of change. The analysis period acquired in this way is output on the storage device 106 and managed by the screen presentation information management means 116 described later. This ends step 703.

  Next, in step 704, information on the presentation priority 306, which is a value for controlling the display order of the individual comments for each guidance target person presented on the guidance screen by the fixed phrase selection unit 108, is acquired. Here, in step 703, the fixed phrase selection unit 108 acquires the priority 306 set in advance for the acquired fixed sentence. The acquired priority is stored and managed on the storage device 106 by the screen presentation information management means 116.

  Next, in step 705, the individual comment generating unit 109 creates an individual comment by substituting the index value obtained in step 702 into the standard sentence. FIG. 8 is a diagram illustrating an example of a procedure in which the individual comment generating unit 109 generates an individual comment from the index value and the rule in Step 705.

  In FIG. 8, the individual comment generating means 109 for the fixed sentence selected by the fixed sentence selecting means 108 is an item ID 801, a fixed sentence ID 802, a rule 803, a plurality of index IDs 804 existing in the rule, and an index. Reference numeral 805, an index value 806, and a conditional sentence 807 are shown, which are extracted from the fixed sentence selection rule management means 115 in FIG. The item ID 801 corresponds to the fixed sentence item ID 303 in FIG. 3, and the fixed sentence ID “T00601” sentence 808 corresponds to the fixed sentence sentence 304 in FIG. In step 705, by using these pieces of information, an individual comment 809 is created by substituting the index value 806 for the sentence 808 with the fixed phrase ID “T00601”. For example, as a result of step 705, when the fixed phrase “The last exercise day was [M061] but has increased to [M062] in the last 10 days” is selected, the index ID 1004 Assume that index values 806 corresponding to certain [M061] and [062] are “0, 2”, respectively. In this case, the generated individual comment is “The day when you exercised was 0 days last time, but it has increased to 2 days in this 10 days.” Information such as the created individual comment and the weight reduction period for which the comment is created is stored on the storage device 106 by the screen presentation information management unit 116. FIG. 20 is a diagram illustrating an example of information managed by the screen presentation information management unit 116.

  FIG. 20 stores the individual comment created in step 705. The individual comment information includes a period 2002 for which an individual comment is targeted, a priority 2003 for determining the order of presentation of the individual comments, and a text 2004 of the individual comment. The priority 2003 corresponds to the priority 306 in FIG. These individual comments are stored in a storage area secured in advance on the storage device 106 by the screen presentation information management means 116. The screen presentation information management means 116 transmits the information described in FIG. 20 to the instructor input / output terminal 104 in FIG. 1, so that the text of individual comments and the range of data to be analyzed are displayed on the output device 127. Such information can be presented by a method described later. In this way, step 705 ends.

  Next, in step 706, the screen presentation information management unit 116 transmits information (individual comments) managed by the screen presentation information management unit 116 for each guidance item obtained in step 705 to the instructor input / output terminal 104. Then, the individual comment generation process 602 ends. In the sequence diagram of FIG. 18, an individual comment is output from the guidance system server 1802 to the instructor input / output terminal 1801 (1811).

  As described above, in the individual comment generation process in the guidance support system of the present invention, the analysis index calculation unit 107 calculates a preset index such as a time-series change of the life record that the guidance target person inputs every day. The fixed sentence selection means 108 and the fixed sentence selection rule management means 115 select a fixed sentence used for instruction by evaluating a conditional expression of a predetermined index, and the individual comment generating means 109 selects the fixed sentence and the index. By creating an individual comment that matches the life record of the person being instructed from the value of the instruction, it is possible to easily create an instruction comment (individual comment that the instructor presents to the instructor) according to changes in the life record , Can support the implementation of efficient and effective instruction by the instructor.

  Next, an example of details of the processing in the guidance execution step 603 will be described using a flowchart showing an example of a detailed processing procedure in the guidance execution step in FIG. 14 and an example of the guidance screen in FIG. In addition, the trapezoidal block seen in FIG. 14 has shown that it is the operation | work by a leader's manual input.

  FIG. 15 shows a screen (guidance screen) that the guidance history display means 112, the life record highlighting display means 113, and the individual comment display means 114 present to the leader at the leader input / output terminal 104 in the guidance execution step 603. It is the figure which showed an example. The guidance screen includes a weight loss graph display unit 1501 that displays the daily weight loss data of the designated guidance target person in a graph, a detailed data display unit 1502 that displays detailed information such as the goals and comments made by the target person, and guidance text. The instruction mail creating unit 1503 for creating a single screen is composed of one screen. By comprising in this way, a guidance sentence can be created, confirming the detailed change of weight loss data, and effective guidance can be performed rapidly.

  In addition, the instruction mail creation unit 1503 displays a subject display area 1504 for displaying the title of the instruction sentence, an instruction sentence editing area 1505 for editing the instruction sentence text, and an individual comment that is generated in the individual comment generation step 602. A comment display area 1506 and an item display area 1507 for displaying the item name of the individual comment generated in the individual comment generation step 602 are configured.

  First, in step 1401, the guidance system server 101 acquires a fixed sentence corresponding to the “text” of the fixed sentence type 302 of the fixed sentence DB 120 according to the achievement status of the weight reduction target of the instruction target person, and stores it in the instruction sentence editing area 1505. Present. FIG. 16 shows an example of a procedure for selecting a fixed sentence from the fixed sentence DB 120 according to the achievement status of the weight loss target of the instructor. Here, in the instruction on the 60th day, an appropriate fixed sentence from the fixed sentence group 1602 composed of partial data of the fixed sentence DB 120 based on the target weight achievement status 1601 of the target person for the past three times. A state in which an ID is selected is shown. The target achievement status 1601 of the person to be instructed can be derived by acquiring the target weight 204 and the weight 206 from the life record DB 118. The fixed sentence selection means 108 uses information such as a fixed sentence group 1602 that associates the achievement status of weight loss existing on the storage device 106 with the fixed sentence ID. Thus, the fixed phrase corresponding to the “text” is selected according to the achievement status of the target. In the sequence diagram of FIG. 18, the guidance system server 1802 requests the database 1803 for a text fixed phrase corresponding to the goal achievement status (1809). Then, the standard text is provided from the database 1803 to the guidance system server 1802 (1810). Further, the standard text is output from the guidance system server 1802 to the leader input / output terminal 1801 (1814).

  Next, in step 1402, an item ID 2001 is obtained from information necessary for screen presentation on the storage device 106 as shown in FIG. 20, and an item name 1302 is obtained from the information in the guidance item DB 119 shown in FIG. Is output to the output device 127 of the instructor input / output terminal 104.

  Next, in step 1403, all past records of the person to be instructed are acquired from the information managed by the instruction record DB 121 shown in FIG. 4, and stored in the fixed sentence ID 1 (407) and the fixed sentence ID 2 (408). The total number of instruction items used so far is calculated by counting the instruction items used in the past. In the sequence diagram of FIG. 18, the guidance system server 1802 outputs guidance item and guidance frequency information to the leader input / output terminal 1801 (1815).

  Next, in step 1404, the instruction history display means 112 presents the instruction item acquired in step 1402 and the instruction count acquired in step 1403 in the item display area 1507, as shown in the item display area 1507 of FIG. A simple screen is displayed on the output device 127. Here, only the guidance items generated in the individual comment generation step 602 are presented. The order in which items are presented is determined based on the presentation priority level 2003 acquired in the individual comment generation step 602. Here, the one with the highest priority value is displayed above. For the items presented in the item display area 1507, the instructor can select a check box for each item. These check boxes are not selected in the initial state.

  In step 1405, the instructor selects the instruction item displayed in step 1404. At this time, the life record highlighting display means 113 performs step 1406 and the individual comment display means 114 simultaneously performs step 1407 according to an operation such as selecting an item or placing the mouse cursor on the item.

  The operation in step 1406 will be described with reference to FIG. The highlighting means 113 acquires information such as the item ID 2001 indicating the type of life record and the period 2002 subject to the individual comment, which are information necessary for highlighting, as shown in FIG. The highlighting means 113 emphasizes the life record specified by the information by a predetermined process such as enclosing it in a circle or changing the color, and outputs it to the output device 127 of the instructor input / output terminal 104. The item ID 2001 corresponds to the item ID 303 in FIG. FIG. 17 is a partial extract of the guidance screen of FIG. 15. The weight loss graph display unit 1701 is the weight reduction graph display unit 1501 of FIG. 15, and the guidance mail creation unit 1702 is the guidance mail creation unit 1503 of FIG. It corresponds to. For example, in FIG. 17, in response to selection of the “weight change” and “exercise” instruction items in the item display area 1703, the weight change corresponding to the analysis result of “weight change” in the weight loss graph display unit 1701. Is highlighted by enclosing it with an ellipse, and the exercise event is highlighted by enclosing it with a circle in response to selecting the instruction item of “exercise”. First, when an instruction item of “exercise” is selected, a record of “I00006” in the item ID 2001 of FIG. 20 that matches the selected item is selected, and information “41-50” of the period 2002 is acquired. Then, the “exercise event” of the life record type A1303 based on “I00006” is acquired using the information on the guidance item shown in FIG. Then, the life record highlighting display means 113 circles around the marks from the 41st day to the 50th day of the exercise event from the information of the “exercise event” which is the type of the life record and the period “41-50”. Highlight by enclosing.

  After step 1406 is performed, in step 1407, the individual comment display means 114 outputs the text of the individual comment to the instructor input / output terminal 104. Then, a screen such as an individual comment display area 1704 in FIG. 17 is displayed on the output device 127. Here, two fixed sentences corresponding to the two items “weight change” and “exercise” selected in the item display area 1703 are shown in the individual comment display area 1704.

  Next, in step 1408, the instructor creates an instruction sentence in the instruction sentence editing area 1505 based on the information presented in steps 1406 and 1407. The standard sentence presented in step 1401 is displayed in the instruction sentence editing area 1505, and the instruction sentence is edited using the individual comments displayed in the individual comment display area 1506 in step 1407. Here, the text of the individual comment displayed in the individual comment display area 1506 is copied and pasted into the “text” fixed form sentence in the instruction sentence editing area 1505, or an arbitrary sentence is added and edited. Create an email.

  Next, in step 1409, the instructor presses a transmission button to transmit the instruction text created in step 1408 to the e-mail address of the instructor to be set in advance. The guidance text is relayed from the guidance input / output terminal 104 to the guidance system server 101 and transmitted to the target input / output terminal 103. In the sequence diagram of FIG. 18, instruction information is transmitted from the instructor input / output terminal 1801 to the instruction system server 1802 (1816). In the sequence diagram of FIG. 18, the flow of data for transmitting a guidance sentence from the guidance system server 1802 to the target input / output terminal 103 is omitted.

  After the processing of step 1409, step 1410 registers in the instruction record DB 121 records such as the instruction text transmitted and instruction items selected in the item display area. The types of instruction information to be registered in the instruction record DB are shown in FIG. 4. Instruction ID 401, instruction date 402, elapsed days 403, target person 404, instructor 405, text 406, used fixed phrase ID 1 (407), fixed form This corresponds to sentence ID 2 (408). Then, the guidance information is registered as a record in the database 1803 from the guidance system server 1802 (1817).

  With the above processing, the processing of the guidance support system of the present invention is completed.

  As described above, the guidance support system of the present invention presents the guidance item indicating the point of interest of the life record in the item display area 1507 by the individual comment display means 114 in the step 1404 of presenting the guidance item. By enabling a person to select an item to be instructed based on his / her own judgment standard, efficient guidance based on the instructor's judgment standard can be performed. In addition, the guidance history display unit 112 can confirm the number of times the guidance item used in the past guidance is used, thereby avoiding redundant use of the guidance item, and efficient guidance based on various guidance items. Can be implemented automatically. Further, in step 1406 for emphasizing the display of the weight loss data, the life record highlighting display means 113 highlights and displays the life record corresponding to the guidance item for which the guidance item has been selected in the weight loss graph display unit 1501. The instructor can immediately understand which analysis of the life record presents the individual comment. By providing guidance support using the guidance support system of the present invention, a leader can effectively perform guidance.

  In the above-described embodiment, an example of the method in which the analysis index calculation unit 107 calculates the index in step 702 has been described. For the purpose of praising the guidance target person in response to the difference in the individual status, An index calculation method for extracting an improved situation may be used. FIG. 9 is an example of a process for extracting life records (behavior) with the action execution number 208 improved by the analysis index calculation means 107. First, in step 901, data on the number of actions 208 performed for a total of 20 days, that is, 10 days (first period) at the time of the previous instruction and the latest 10 days (second period) of the current instruction are acquired from the life record DB 118. . For example, the action execution number 208 in the last 10 days is “3, 4, 4, 0, 1, 2, 2, 0, 2, 1”, and the action execution number 208 in the most recent 10 days is “2, 3, 2”. 2, 1, 2, 3, 2, 1, 4 ".

  Next, step 902 performs processing for extracting the maximum numerical value from the acquired data as the threshold value t. In the above example, since the maximum action number is 4, the threshold value t is 4.

  Next, in step 903, it is determined whether or not the threshold value (determination reference value) t is zero. When the conditional expression of the threshold value t = 0 is satisfied, since the improvement status cannot be extracted using the value of t, the process of extracting the improvement in the number of action implementations ends. At this time, the only output index is t = 0, and no improvement index is obtained. If the conditional expression at t = 0 is not satisfied, the process of the next step 904 is performed. In the above example, since t = 4, the conditional expression is not satisfied, and then step 904 is performed.

  In step 904, the number of days when the number of actions performed is equal to or greater than the threshold value t is calculated and compared in the previous and current teaching periods. In the above example, the day when the number of actions performed is 4 or more is 2 days in the previous 10 days and 1 day in the last 10 days.

  As a result of the comparison, when the number of days of action in the most recent 10 days is more than 2 days as a result of the comparison, Step 905 executes Step 906 for outputting the number of days as an index, and the process is ended. However, if the condition is not satisfied, the value of the threshold value t is decreased by 1 in step 907, and the determination in step 903 is performed again. By repeating this process, a state in which the number of days in which the action has been performed for t or more in the last 10 days and the latest 10 days is more than 2 days is extracted, or t = 0, and the process ends. In the above example, when t = 4, since the goal of two days of action implementation is not satisfied, the same comparison is performed with t = 3. As a result of processing as described above, when t = 2, the achievement days of the last 10 days are 6 days, the achievement days of the latest 10 days are 8 days, t = 2, the achievement days of the last 10 days are 6 days, An index is obtained that the number of days achieved in the last 10 days is 8 days.

  The index obtained in this way is stored in the index value 1006 in the figure showing an example of the fixed sentence rule information managed by the fixed sentence selection rule management means 115 shown in FIG. Is stored in a period 2002 in the figure showing an example of information managed by the screen presentation information management means 116 shown in FIG.

  As described above, in step 702 for calculating the index from the life record, the improvement criteria are extracted from the different life records of the individual by performing the process of extracting the improvement points by gradually reducing the criterion of determination. Many can be extracted, and more individual comments for praise can be presented.

  In step 704 in FIG. 7, the fixed sentence selection unit 108 may not only acquire the priority 306 from the fixed sentence DB 120, but the presentation priority calculation unit 117 may calculate the presentation priority. As an example, a method for calculating the priority by adding the past instruction count to the priority 306 registered in the fixed phrase DB 120 will be described. Assume that the priority is ‘7’ as a result of obtaining the priority 306 of the fixed phrase ID “T00601” selected by the fixed phrase selection unit 108 in step 704 from the fixed phrase DB 120. Next, the presentation priority calculation means 117 acquires the past instruction record of the same instruction subject from the instruction record DB 121. Then, the information of the past instruction items is acquired, and the past instruction times of the “exercise event” which is the instruction item based on the fixed phrase ID “T00601” are totaled and calculated. For example, in the case where the number of times of teaching has been two in the past, the presentation priority calculating means 117 determines the number of times of teaching from the priority level “7” of the fixed sentence based on the idea of preferentially presenting items that have not been taught in the past. Subtract 2 to lower the final priority to 5. As a result, it is possible to dynamically assign priority in accordance with the situation, and it is possible to preferentially present items having high utility value for the instructor.

  Further, in step 1403 of FIG. 14 described above, it is described that the past number of times of guidance for each guidance item to be presented on the guidance screen is acquired. However, not only the number of times of guidance but also information such as what day of the guidance was used at the same time. You may get it. Thereby, a more detailed instruction record can be presented on the screen, and the instructor can grasp the past instruction situation in more detail. In step 1404, the items presented in the item display area 1507 are in an unselected state in the initial state, but may be in a selected state in the initial state. For example, each item is displayed from the top in order of priority, but when the priority of the item exceeds a preset threshold, the item may be selected when presented to the instructor. . Thereby, about the individual comment with a high priority of presentation, the instructor can use the comment without trouble of selecting an item, and efficient instruction is possible.

  Further, in step 1404 of FIG. 14, it is assumed that only items for which individual comments are generated in the individual comment generation step 602 are displayed in the item display area 1507. However, all defined items are displayed in the item display area. 1507 may be displayed. For example, for an item for which an individual comment has been generated, the item name is presented in an active state in which the item can be selected, and for an item for which no individual comment has been generated, an inactive state in which the item cannot be selected The item name may be presented at. As a result, the instructor can immediately understand which item the individual comment is generated from among all items, and can grasp the analysis result of the individual comment generation step 602 in more detail.

  Further, in step 1406 of FIG. 14 described above, the life record corresponding to the instruction item selected by the instructor in the instruction item display area 1703 is highlighted by the life record highlighting display unit 113 in the weight loss graph display unit 1701. In addition to this, an index value or the like may be simultaneously displayed on the screen. Thereby, a leader can grasp | ascertain in detail what analysis result was obtained in the separate comment production | generation step 602. FIG.

  Moreover, in the above-mentioned embodiment, the case where guidance for weight loss progress is implemented every 10 days as an example in the guidance support system regarding weight loss, but the lifestyle improvement guidance is implemented from life records such as blood pressure and behavior It can be used when learning is conducted or when learning guidance is carried out based on test results and life records such as learning.

<Second Embodiment>
As a second embodiment, a process for analyzing the relationship between the behavior of the person to be instructed and the weight change and generating an individual comment will be described. The behavior in “Relationship between behavior and weight” refers to the guidance items that cause the change in weight. Specifically, the number of behaviors of the subject, the number of steps, drinking stool, and exercise It refers to items such as events and business trip events. In this embodiment, the processing described in the first embodiment is added with processing for analyzing the relationship between behavior and weight change, and FIG. 6 showing an overall flowchart is the same as that in the first embodiment. It is the same.

  As a specific process of the individual comment generation step 602, the procedure shown in FIG. 21 is used instead of the process shown in FIG. 7 described in the first embodiment. Moreover, as a specific process of the guidance execution step 603, it implements in the procedure of FIG. 23 instead of FIG. 7 shown in the said 1st Embodiment.

  FIG. 22 is a diagram illustrating an example of information managed by the connection word DB 123. The connection word DB 123 includes a connection word ID 2201 indicating the ID of the connection word, a “connection sentence” used for connection between sentences, a word type 2202 indicating “suffix” used to succeed the sentence at the end of the sentence, and two sentences to be connected. It manages the information of the correlation category 2203 and the improvement / deterioration category 2204 used to acquire a specific connection word from the attributes of individual comments, and the two phrases 2205 of "connection sentence" and "suffix" .

  Next, specific processing of the individual comment generation step 602 will be described with reference to FIG. First, the life record data acquisition step 2101 is the same as step 701 in FIG. 7 of the first embodiment, and the step 2102 for calculating the index of the analysis item related to the action and the result is shown in FIG. 7 of the first embodiment. Similar to step 702, step 2103 for comparing indexes according to rules and selecting a fixed sentence is the same as step 703 in FIG. 7 of the first embodiment, and guides the fixed sentence together with the selected fixed sentence. Step 2104 for acquiring the priority used when displaying on the screen from the fixed phrase DB 120 is the same as step 704 in FIG. 7 of the first embodiment, and the numerical value obtained by the analysis is inserted into the fixed sentence, Step 2105 for creating an individual comment is the same as step 705 in FIG. 7 of the first embodiment.

  Next, in step 2106, the relevance extraction unit 110 calculates a correlation coefficient between the behavior and the weight based on the difference in weight between the next day and the record of the behavior that causes the daily weight change for the guidance target person. Extract behaviors that correlate with changes in body weight. Further, an individual comment regarding the relationship between the behavior and the weight is created.

  Specific processing in step 2106 will be described with reference to FIG. FIG. 11 is a flowchart illustrating an example of a detailed processing procedure for the relevance extraction unit 110 to generate an individual comment regarding the relevance between behavior and weight.

  First, in step 1101, the life record data of the guidance subject is acquired from the life record DB 118. For example, in FIG. 2, it is assumed that the weight 206 and the exercise event 210 on the 41st to 51st days of the elapsed days 203 with the personal ID 201 “H000001” are acquired.

  Next, step 1102 calculates the daily weight change amount from the difference from the acquired daily weight data. In the above example, the weight change amount due to the action on the 41st day is calculated by “weight on the 42nd day−weight on the 41st day”, and the weight change amount on the 42nd to 50th days is calculated similarly.

  Next, in step 1103, the relationship extraction unit 110 determines whether there is a correlation between one action and a change in weight. The correlation calculation method will be described with reference to FIG.

  FIG. 19 is a diagram illustrating an example of a correlation calculation process between the weight difference of the training target person and the behavior performed by the relationship extraction unit 110. In FIG. 19, the correlation coefficient 1905 is calculated based on the elapsed days 1901, the weight 1902, the weight difference 1903 from the next day, and the presence / absence of the exercise event 1904. It shows that the determination result 1907 of the presence or absence of sex is derived. The elapsed days 1901 correspond to the elapsed days 403 in FIG. 4, the weight 1902 corresponds to the weight 206 in FIG. 2, and the exercise event 1904 corresponds to the exercise event 210 in FIG.

  In FIG. 19, the data for which the correlation coefficient is calculated are the data of the weight difference 1903 and the exercise event 1904 for 10 days from the 41st day to the 50th day. Here, the correlation coefficient 1905 refers to the Pearson product-moment correlation coefficient, and the threshold value 1906 is a threshold value when an uncorrelated test is performed at 10% data level at a 20% significance level. This is a dynamically calculated value. In FIG. 19, since the correlation coefficient is below the threshold value, it is determined that there is a correlation. The correlation coefficient 1905 and the threshold value 1906 shown in FIG. 19 are added to the information managed by the fixed sentence selection rule management unit 115 shown in FIG. 10, and the value 1006 of the index ID 1004 “M111” is “−0.52”. ”And“ M112 ”are stored as“ −0.44 ”, respectively.

  Next, in step 1104 of FIG. 11, it is determined whether or not the correlation coefficient has been calculated for all actions that cause the weight change of the instructor. If all the correlation coefficient calculations have not been completed, the process 1105 that moves to the calculation for the next action is selected and step 1103 is performed again. If all the calculations have been performed, the next step 1106 is performed. On the other hand, all the calculated correlation coefficients are stored in a predetermined storage area on the storage device 106.

  Next, step 1106 extracts one action having the maximum absolute value of the correlation coefficient among the correlated actions from among the calculated correlation coefficients of all actions. For example, in the above example, the correlation coefficient having the maximum absolute value in all actions is stored as the value of the index ID “M113” in FIG. When the correlation coefficient “M111” calculated by the action and the conditional statement 1007 that the maximum correlation coefficient “M113” of the absolute value is the same in all actions are satisfied, the corresponding action is the most weight and Extracted as related actions.

  Next, step 1107 creates an individual comment on the relationship between the action and the weight extracted in step 1106. In step 1103, since the index value 1006 is stored in the information managed by the fixed sentence selection rule management unit 115 shown in FIG. 10 in step 1106, the fixed sentence satisfying the condition sentence 1007 is selected. In FIG. 10, since the fixed phrase “T01103” satisfies the condition, the fixed sentence “relationship between weight and exercise” indicated by the item ID “I00011” “the weight decreased on the day of the exercise event” An individual comment is created (see Fig. 3). The fixed phrase 304 of the relationship between the weight and the action states that “the weight tends to decrease on the day when“ ~ ”is performed and“ the weight tends to increase on the day when “−” is performed ”. A fixed sentence is stored in the fixed sentence DB 120 for each action. The created comment is stored in information managed by the screen presentation information management unit 116 shown in FIG. Thereby, step 2106 is completed.

  Next, Step 2107 in FIG. 21 performs the same processing as Step 706 for transmitting the template and the information necessary for screen presentation in the first embodiment, and the screen presentation information management means 116 shown in FIG. Is transmitted to the instructor input / output terminal 104. This completes the individual comment generation step 602.

  Next, specific processing of the guidance execution step 603 will be described with reference to FIG. In addition, the trapezoidal block seen in FIG. 23 has shown that it is the operation | work by a leader's manual input.

  First, the step 2301 of presenting the “text” fixed phrase in the instruction sentence editing area 1505 is the same step 1401 of the first embodiment, and the instruction item with a comment is acquired from the individual comment generating process 2302 is the first step. Step 1402 shown in FIG. 14 of the embodiment, step 2303 of acquiring the number of use of the instruction item from the past instruction record, step 1403 shown in FIG. 14 of the first embodiment, item display of the instruction item and the instruction number Step 2304 displayed in the area 1507 is the same as step 1404 shown in FIG. 14 of the first embodiment, and step 2305 in which the instructor selects instruction items is the same as step 1405 shown in FIG. 14 of the first embodiment. It is.

  Next, in step 2306, it is determined whether or not two items of weight, behavior relevance, and behavior are selected at the same time as the guidance items selected by the instructor from the instructor input / output terminal 104 in step 2305. Do. If they are selected at the same time, the next step 2307 is executed. If not selected, step 2307 is not executed and step 2308 is executed. Determination of whether or not the instruction item is selected will be described with reference to FIG. FIG. 24 is the same configuration as FIG. 17 which is a partial area of FIG. 15 extracted from the first embodiment, and is a weight loss graph display unit 2401 for displaying a life record, and an area for creating an instruction mail. An instruction mail creation unit 2402, an item display area 2403 for displaying instruction items of the generated individual comments, and an individual comment display area 2404 for displaying comment text of the individual comments. Here, in the item display area 2403, two items “relationship between weight and exercise” and “exercise” are selected simultaneously. In such a case, the arithmetic unit 105 determines to perform step 2307.

  Next, in step 2307 of FIG. 23, the comment linking means 111 is displayed by the individual comment presented in the item of the relationship between the action and the weight selected by the instructor in the step 2305 and the individual item displayed in the item of the action. Concatenate comments. An example of step 2307 will be described with reference to FIGS.

  FIG. 12 is a diagram illustrating an example of the processing in step 2307 performed by the individual comment coupling unit 111. Here, the attribute 1203 indicating the nature of the instruction item 1201 of the two individual comments 1202 is acquired from the fixed phrase DB 120 in step 2103 for selecting a fixed phrase. The instruction item 1201 corresponds to the item name 1302 of the instruction item DB shown in FIG. 13 and the attribute 1203 corresponds to the attribute 305 of FIG. The comment linking means 111 acquires a connection word from the connection word DB based on these attributes. For example, in FIG. 12, the attribute of the individual comment “relationship between weight and exercise” is “positive correlation”, and the attribute of the individual comment “exercise event” is “improvement”. Next, from the connection word DB shown in FIG. 22, the correlation category 2203 in which the attribute category of “weight and exercise” is registered, and the improvement / deterioration in which the attribute category of “exercise event” is registered. A connected word is acquired from the column of the classification 2204. Here, from the classification of “positive correlation” and “improvement”, the connection sentence “further” and the suffix sentence “let's do our best in this condition” are acquired. The comment linking means 111 uses these connective words to say, “We tend to lose weight on the day of the exercise event. Furthermore, the number of exercises has increased compared to the previous time. Generate an individual comment " The generated comment is displayed in the individual comment display area 2404 by the individual comment display means 114. For example, in a partial area of the screen on the output terminal 127 of the instructor input / output terminal 104 shown in FIG. 24, by selecting instruction items of “relevance between weight and exercise” and “exercise” at the same time, individual comments In the display area 2404, the comment “There is a tendency to lose weight on the day of the exercise event. The number of exercises has increased compared to the previous time. Let's do our best in this condition.” .

  Next, in step 2308 for emphasizing weight loss data on the screen, processing similar to that in step 1406 shown in FIG. 14 of the first embodiment is performed. In the step 2307, even when individual comments of the instruction items of “relevance between weight and exercise” and “exercise” are connected, the screen presentation shown in FIG. 20 is performed as in the case where the step 2307 is not performed. By acquiring the item ID 2001 of “relationship between weight and exercise” and the data of the period 2002 from the information managed by the information management unit 116, the life record highlighting display unit 113 highlights the record of the weight and the exercise event.

  Next, step 2309 for presenting an individual comment is shown in step 1407 shown in FIG. 14 of the first embodiment, and step 2310 for creating an instruction sentence using the individual comment is shown in FIG. 14 of the first embodiment. Step 1408, Step 2311 for sending the instruction sentence is Step 1409 shown in FIG. 14 of the first embodiment, and Step 2312 for registration in the instruction record DB is Step 2312 shown in FIG. 14 of the first embodiment. The same processing is performed, and the guidance execution step 603 is terminated.

  As described above, in the individual comment generation process in the guidance support system of the present invention, in step 2106 for extracting the relationship between the change in weight and the action, the relationship extraction unit 110 is related to the change in weight. By extracting an action and creating an individual comment, it is possible to give an awareness of what kind of action the subject of instruction is to increase or decrease in weight. Further, in step 2307 for linking individual comments, the comment linking means 111 links the individual comments regarding the relationship between the action and the weight and the individual comments of the action alone, so that the instruction sentence that is easy to understand for the target person is obtained. Can support effective guidance. Therefore, the present invention in which guidance support is performed using this method has an effect that the teacher can efficiently perform guidance.

  In the above-described embodiment, it has been described that the correlation between one action and a change in weight is calculated in step 1103. However, a multiple correlation between a plurality of actions and a change in weight is calculated. Also good. Thereby, the result of analyzing the change in weight in more detail can be presented to the instructor. Further, although it has been described that one action having the maximum absolute value of the correlation coefficient is extracted in step 1106, an action may be extracted by combining not only one condition but also a plurality of conditions. For example, when there are a plurality of actions having the maximum absolute value of the correlation coefficient, the number of times of guidance using the action in the past may be acquired, and the item having the minimum number of instructions may be extracted. Moreover, you may extract the item with the said minimum frequency | count of instruction | indication among the action by which correlation is recognized. This makes it possible to create individual comments making use of past teaching experience, and to extract more effective teaching viewpoints for the target person.

  In the first and second embodiments, an example in which the guidance system server 101 executes the units 107 to 117 and the database 102 of the guidance support system is shown. However, the units 107 to 117 are distributed to a plurality of computers. 117 and the database 102 may be executed.

  In the first and second embodiments, the guidance system server 101 and the database 102 are illustrated separately. However, the database 102 may be stored in the storage device 106 of the guidance system server 101. In addition, the storage device 106 of the guidance system server 101 includes a memory and a storage device, and the database 102 can be stored in the storage device. Further, the guidance system server 101 may access the database 102 via a network.

  Moreover, although the example which displays a guidance screen with the input / output terminal 104 for leaders connected to the guidance system server 101 was shown, an output device and input devices, such as a display, are connected to the guidance system server 101, and a guidance screen is displayed. It is good also as a guidance support information display device which receives a leader's input.

  As described above, the present invention is applied to a computer system and a guidance support information display device that support guidance in a system in which a guidance is given by referring to a record of a guidance target person such as health guidance. Can do.

101 Guidance System Server 102 Database 103 Target Input / Output Terminal 104 Leader Input / Output Terminal 105 Arithmetic Device 106 Storage Device 107 Analytical Index Calculation Unit 108 Fixed Sentence Selection Unit 109 Individual Comment Generation Unit 110 Relevance Extraction Unit 111 Comment Linking Unit 112 Guidance history display means 113 Life record emphasis display means 114 Individual comment display means 115 Fixed sentence selection rule management means 116 Screen presentation information management means 117 Presentation priority calculation means 118 Life record DB
119 Guidance Item DB
120 fixed phrase DB
121 Instruction record DB
122 User information DB
123 Conjunction DB
124 input device 125 output device 126 input device 127 output device

Claims (11)

A computer having a processor that performs arithmetic processing and a storage unit connected to the processor, stores a life record of a person to be instructed to receive guidance from the computer, and refers to the life record and the person to be instructed In the guidance support system that supports guidance for
The calculator is
A first database for storing a life record of the instructor;
A second database for storing a plurality of preset fixed sentences;
A third database for managing information related to the instructor;
An analysis index for selecting a guidance target person from the third database, referring to the life record of the selected guidance target person from the first database, and calculating an index related to a time-series change of the life record. A calculation means;
A fixed sentence selection rule management means in which conditions for selecting the fixed sentence from the calculated index are set in advance;
A fixed sentence selection means for selecting a fixed sentence of the second database based on the condition from the index;
Individual comment generating means for generating an individual comment for the guidance target person from the selected fixed sentence and the value of the indicator;
A guidance support system characterized by comprising: In the guidance support system according to claim 1,
The first database is
Including the number of daily actions of the person to be instructed as the daily record and the result of the instruction,
The analysis index calculation means includes
The criterion value of the index is extracted from the referenced life record, the number of actions of the referenced life record is compared with the criterion value, and the criterion value is satisfied until the result of the comparison satisfies a predetermined condition. The guidance support system is characterized in that the number of actions when the predetermined condition is satisfied is calculated as an index. In the guidance support system according to claim 1 or 2,
The second database pre-sets an attribute indicating the nature of instruction in the standard sentence,
The individual comment generating means
Generating a plurality of individual comments for the instructor,
Comment linking means for linking the plurality of individual comments to one individual comment;
The comment linking means is:
A guidance support system, wherein a plurality of individual comments are linked based on attributes of fixed phrases that constitute the individual comments generated by the individual comment generating means. In the guidance support system according to any one of claims 1 to 3,
The calculator is
A fixed sentence that constitutes the individual comment, and a fourth database that stores the instruction target using the individual comment as a history of instruction;
An output means for outputting information including the individual comments as a guidance screen;
The output means includes
Teaching history display means for displaying the history of past teaching stored in the fourth database;
The instruction history display means includes
A guidance support system, wherein information including past individual comments stored in the fourth database is output on the guidance screen. In the guidance support system according to claim 1,
Output means for outputting the information including the individual comments and the life record as a guidance screen;
A fixed sentence selection means for selecting a fixed sentence of the second database from the index,
The fixed phrase selection means outputs the period of the type of life record used for calculating the index,
The output means includes
A guidance support system characterized by comprising life record highlighting display means for highlighting the life record of the guidance screen on the guidance screen using information on the type and period of the life record output by the fixed sentence selection means. In the guidance support system according to claim 3,
The calculator is
A relevance extracting means for extracting relevance between the behavior of the first database and the result of instruction;
The comment linking means is:
A guidance support system, wherein the plurality of individual comments are connected to one individual comment based on the relationship between the extracted action and the guidance result. In the guidance support system according to claim 2,
The analysis index calculation means includes
A predetermined first period of the referenced life record is extracted when the determination criterion value of the indicator is extracted from the referenced life record and the number of actions of the referenced life record is compared with the determination criterion value. And the number of actions in the second period as the predetermined condition by comparing the number of actions in the reference and the number of actions in the predetermined second period of the referenced life record When the value is smaller than the number of actions in the first period, the determination reference value is decreased stepwise. A processor that performs arithmetic processing, a storage unit connected to the processor, and a life record of a person to be instructed to receive instruction are stored, and information that supports instruction to the instructor is displayed with reference to the life record In a guidance support information display device provided with an output means,
A first database for storing a life record of the instructor;
A second database for storing a plurality of preset fixed sentences;
A third database for managing information related to the instructor;
An analysis index for selecting a guidance target person from the third database, referring to the life record of the selected guidance target person from the first database, and calculating an index related to a time-series change of the life record. A calculation means;
A fixed sentence selection rule management means in which conditions for selecting the fixed sentence from the calculated index are set in advance;
A fixed sentence selection means for selecting a fixed sentence of the second database based on the condition from the index;
An individual comment generating means for generating an individual comment for the instruction target person from the selected fixed sentence and the value of the indicator,
The output means includes
A guidance support information display device that outputs information including the individual comments as a guidance screen. In the guidance support information display device according to claim 8,
The first database is
Including the number of daily actions of the person to be instructed as the daily record and the result of the instruction,
Output means for outputting the information including the individual comments and the life record as a guidance screen;
A fixed sentence selection means for selecting a fixed sentence of the second database from the index,
The output means includes
Guidance support information display characterized by comprising life record highlighting display means for highlighting the life record of the guidance screen on the guidance screen using information on the type and period of the life record output by the fixed sentence selection means apparatus. In the guidance support information display device according to claim 8,
A fifth database that associates the type of the life record with the name of the instruction item of the individual comment as an item name;
The output means includes
An instruction support information display device that acquires an item name related to an individual comment to be output to the instruction screen from the fifth database and outputs the individual comment and the item name to the instruction screen. Instruction support provided with a processor for performing arithmetic processing, a storage unit connected to the processor, and an output means for displaying information for supporting instruction for the instruction target person with reference to the life record of the instruction target person receiving instruction In the information display device,
A life record of the selected person to be guided is selected with reference to a first database that selects the person to be instructed with reference to a third database that manages information on the person to be instructed and stores a life record of the person to be instructed. And analyzing index calculating means for calculating an index related to the time-series change of the life record,
A fixed sentence selection rule management means in which conditions for selecting the fixed sentence from the calculated index are set in advance;
A fixed sentence selection means for selecting a fixed sentence from the second database based on the condition with reference to a second database storing a plurality of fixed phrases set in advance;
An individual comment generating means for generating an individual comment for the instruction target person from the selected fixed sentence and the value of the indicator,
The output means includes
A guidance support information display device that outputs information including the individual comments as a guidance screen.

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