JP7109836B1 - Evaluation support system, evaluation support method and evaluation support program - Google Patents

Abstract

The server included in the evaluation support system consists of an evaluation support log data acquisition unit that acquires evaluation support log data from terminal devices, detection sensors, and devices, and a plurality of evaluation support log data acquisition units acquired by the evaluation support log data acquisition unit. A storage control unit that controls to store log data in a server storage unit, a purpose input reception unit that receives input for setting the purpose of evaluation support, and a server according to the purpose of evaluation support received by the purpose input reception unit An output data generation unit that summarizes the evaluation support log data stored by the storage unit and adds a title to generate output data; and a title that is added to the output data generated by the output data generation unit. a title attribute addition unit that adds an attribute to the title attribute, a tag addition unit that adds a classification tag to the output data according to the output data generated by the output data generation unit, and an output data generation unit that generates Based on the title of the output data obtained, the title attribute added by the title attribute addition unit, and the tag added by the tag addition unit, time-series data corresponding to the purpose of evaluation support accepted by the purpose input acceptance unit is generated. and an output control unit for controlling output of the time-series data generated by the time-series data generation unit according to the purpose of evaluation support.

Description

The present disclosure relates to an evaluation support system, an evaluation support method, and an evaluation support program.

An evaluation support system used for personnel evaluation has been disclosed (see Patent Document 1, for example).

JP 2014-164344 A

There is a need for an evaluation support system that aggregates data based on log data of computers such as personal computers and log data of detection results of detection sensors and outputs the data in the form desired by the user. When aggregating data, the user may put the log data into the aggregated result in the format requested by the user, or the user may give the log data a title. If such a method is simply adopted, the user will be troubled. In addition, it is necessary to perform one of them, that is, to summarize the log data or to give the log data a title, and then perform the other, which may complicate the user's operation. It is required to efficiently output the evaluation support desired by the user.

Accordingly, it is an object of the present invention to provide an evaluation support system, an evaluation support method, and an evaluation support program capable of efficiently obtaining an output desired by a user.

An evaluation support system according to the present disclosure includes a server including a server storage unit for storing data, a terminal device capable of communicating with the server, and capable of communicating with the server to detect the state of a physically changing object. It includes a sensing sensor and a device communicable with the server and generating electronic data over time. The server has an evaluation support log data acquisition unit that acquires evaluation support log data from the terminal device, detection sensor, and device, and a server storage unit that stores a plurality of evaluation support log data acquired by the evaluation support log data acquisition unit. a storage control unit that controls to store in the server storage unit, a purpose input reception unit that receives an input for setting the purpose of evaluation support, and a server storage unit that stores according to the purpose of evaluation support received by the purpose input reception unit An output data generation unit that summarizes log data for evaluation support and generates output data by adding a title, and a title that adds an attribute to the title given to the output data generated by the output data generation unit. an attribute addition unit, a tag addition unit that adds a classification tag to the output data according to the output data generated by the output data generation unit, and a title of the output data generated by the output data generation unit , a time-series data generation unit for generating time-series data according to the purpose of evaluation support received by the purpose input reception unit based on the title attribute added by the title attribute addition unit and the tag added by the tag addition unit and an output control unit for controlling output of the time-series data generated by the time-series data generation unit according to the purpose of evaluation support.

According to the evaluation support system described above, it is possible to efficiently obtain the output desired by the user.

FIG. 1 is a block diagram showing the configuration of an evaluation support system according to Embodiment 1. FIG. FIG. 2 is a diagram schematically showing the appearance of the evaluation support system shown in FIG. FIG. 3 is a block diagram schematically showing the configuration included in the server controller. FIG. 4 is a flow chart showing the overall flow of processing in the evaluation support system of the present disclosure. FIG. 5 is a diagram showing an example of a display screen when receiving a desired input. FIG. 6 is a diagram showing an example of a display screen when receiving data to be used. FIG. 7 is a diagram showing an example of time-series data. FIG. 8 is a diagram showing an example of time-series data. FIG. 9 is a diagram showing another example of time-series data.

[Description of Embodiments of the Present Disclosure]
First, the embodiments of the present disclosure will be listed and described. The evaluation support system according to the present disclosure includes a server including a server storage unit that stores data, a terminal device that can communicate with the server, and a detection that can communicate with the server and detects the state of an object that changes physically. It includes a sensor and a device that can communicate with the server and that generates electronic data over time. The server has an evaluation support log data acquisition unit that acquires evaluation support log data from the terminal device, detection sensor, and device, and a server storage unit that stores a plurality of evaluation support log data acquired by the evaluation support log data acquisition unit. a storage control unit that controls to store in the server storage unit, a purpose input reception unit that receives an input for setting the purpose of evaluation support, and a server storage unit that stores according to the purpose of evaluation support received by the purpose input reception unit An output data generation unit that summarizes log data for evaluation support and generates output data by adding a title, and a title that adds an attribute to the title given to the output data generated by the output data generation unit. an attribute addition unit, a tag addition unit that adds a classification tag to the output data according to the output data generated by the output data generation unit, and a title of the output data generated by the output data generation unit , a time-series data generation unit for generating time-series data according to the purpose of evaluation support received by the purpose input reception unit based on the title attribute added by the title attribute addition unit and the tag added by the tag addition unit and an output control unit for controlling output of the time-series data generated by the time-series data generation unit according to the purpose of evaluation support.

In the evaluation support system in the present disclosure, multiple types of evaluation support log data are used to generate output data that is summarized and given a title, and time series data is generated according to the purpose from the output data. and output. By doing so, it is possible for the user to omit the trouble of putting together the log data and assigning a title to the log data. In addition, according to the purpose, the log data for evaluation support is collectively given a title, and time-series data is generated according to the purpose based on the title, title attributes, and tags, so it can be performed in a short time and efficiently. It is possible to output evaluation support according to the user's purpose. Therefore, according to such an evaluation support system, it is possible to efficiently obtain the output desired by the user. Here, users are not limited to natural persons, and may include corporations and organizations.

In the evaluation support system described above, the evaluation support log data acquisition unit may be capable of converting the documented data used for the evaluation support into structured data and acquiring the structured data. That is, unstructured data is converted into structured data to facilitate ingestion. By doing so, the documented data can be captured in an easy-to-use format, and the evaluation support log data can be used more effectively. Therefore, it is possible to obtain the output desired by the user.

In the evaluation support system described above, the server may further include a total axis input receiving unit that receives an input of a total axis when totaling the evaluation support log data. The record generation unit may generate records along the total axis accepted by the total axis input acceptance unit. By doing so, it is possible to omit the trouble of inputting the purpose of the user who wants to obtain the evaluation support, and to obtain the output desired by the user.

In the evaluation support system described above, the storage control unit may control the server storage unit to store the past evaluation support purpose data received by the purpose input reception unit. The purpose input receiving unit may display past evaluation support purpose data stored by the server storage unit in response to a request. By doing so, it is possible to input the user's purpose more efficiently by using the past history.

In the evaluation support system described above, the tagging unit performs , may be tagged. By doing so, it is possible to assign a more appropriate tag when assigning the tag. Therefore, it is possible to obtain the output desired by the user.

In the evaluation support system described above, the output data generation unit may combine the plurality of evaluation support log data into one if it is determined that the plurality of evaluation support log data are included in the predetermined pattern. By doing so, it is possible to suppress an increase in the number of data and to effectively utilize the evaluation support log data. Therefore, it is possible to obtain the output desired by the user.

In the above evaluation support system, the title attribute addition unit may select and add at least one of cycle, cause, effect, importance, complexity, emotion, concentration, ability, gender, and preference as title attributes. good. By doing so, the title attribute can be added more appropriately. Therefore, it is possible to obtain the output desired by the user.

In the evaluation support system described above, the output control unit may extract words from the time-series data, generate sentences, and output the sentences. By doing so, it is possible to save the user the trouble of creating sentences according to the output result. Therefore, it is possible to obtain the output desired by the user.

In the evaluation support system described above, the output control unit may convert the time-series data into structured data and output the structured data. By doing so, it is possible to obtain the output desired by the user by using the structured data at the time of output.

In the evaluation support system described above, the output data generation unit includes the file name of the electronic file, the directory name to which the electronic file belongs, the application name of the electronic file, the name of the event performed on the electronic file, and the name of the event included in the electronic file. Titles may be assigned using at least one of HTML (HyperText Markup Language) tags, URL (Uniform Resource Locator) information included in electronic files, predetermined rules, and outputs from detection sensors. good. By doing so, a more appropriate title can be selected and added. Therefore, output can be obtained more efficiently.

In the above evaluation support system, the time-series data generation unit may generate and add an item converted to the corresponding carbon dioxide consumption or energy consumption in each data when generating the time-series data. By doing so, it is possible to visualize the carbon dioxide consumption or the energy consumption corresponding to the corresponding data. Therefore, it is possible to easily recognize the efficiency of work as the consumption of carbon dioxide or the consumption of energy.

The evaluation support system may further include a display screen for displaying information. The output control unit may control the display screen to display what the user is doing. By doing so, it is possible to make an output that makes it easier to visually grasp the movement and activity of the user. Here, the user is, for example, a user who owns each of a plurality of terminal devices connected to the network.

In the evaluation support system described above, the output control unit may control to display on the display screen using at least one of the user's face photograph and icon. The output control unit controls to display on the display screen at least one of the number of user keystrokes input to the terminal device and activity information detected by the detection sensor corresponding to the user. good. By doing so, it is possible to output by a more visually recognizable display.

In the evaluation support system described above, the output control unit may perform control so that what the user is doing is displayed on the display screen using data within 60 seconds in the time-series data. By doing so, it is possible to easily grasp the behavior of the user within 60 seconds. In this case, by setting a shorter time within 60 seconds, it is possible to easily grasp the behavior of the user in real time. Specifically, by making it within 30 seconds, and further within 10 seconds, it is possible to make it easier to grasp the improvement of the user in real time.

In the evaluation support system described above, the output control unit may include a bot capable of interactive mutual communication. The output control unit may control to output via the bot. By doing so, it is possible to deal with the case where the user wants to obtain the output of the bot and interactive mutual communication. Therefore, it is possible to obtain the output desired by the user. This configuration can also be used to communicate with bots.

In the evaluation support system described above, the output data generation unit may receive an input to the evaluation support log data from the bot. By doing so, it is possible to input to the evaluation support log data via the bot. That is, it is possible to capture the content of the chat in the bot and input it to the log data for evaluation support. Therefore, more appropriate evaluation support log data can be obtained.

In the evaluation support system described above, the output control unit may control the time-series data to be converted into structured data and output. By doing so, it becomes easier to output in a format desired by the user. Therefore, more efficient output can be obtained.

An evaluation support method according to the present disclosure includes a server including a server storage unit that stores data, a terminal device that can communicate with the server, and a detection device that can communicate with the server and detects the state of an object that changes physically. An evaluation support system that includes a sensor and a device that is communicable with a server and generates electronic data over time. The evaluation support method includes a step of acquiring evaluation support log data from the terminal device, the detection sensor, and the device; , the step of receiving input of the setting of the purpose of evaluation support, and the step of receiving the input, according to the received purpose of evaluation support, for evaluation support stored by the server storage unit A step of compiling log data and adding a title to generate data for output; a step of adding an attribute to the title given to the generated data for output after the step of generating data for output; After the step of generating the data for output, a step of adding a classification tag to the output data according to the generated output data, a title of the generated output data, the added title attribute, and the added After the step of generating time-series data according to the purpose of the received evaluation support based on the tag, and the step of generating the time-series data, outputting the generated time-series data according to the purpose of evaluation support. and a step of controlling so as to

According to such an evaluation support method, it is possible to efficiently obtain the output desired by the user.

The evaluation support program according to the present disclosure includes a server including a server storage unit that stores data, a terminal device that can communicate with the server, and a detection that can communicate with the server and detects the state of a physically changing object. An evaluation support program for use in an evaluation support system comprising a sensor and a device capable of communicating with a server and generating electronic data over time, wherein the computer stores evaluation support logs from the terminal device, the detection sensor and the device. An evaluation support log data acquisition unit that acquires data, a storage control unit that controls storage of a plurality of evaluation support log data acquired by the evaluation support log data acquisition unit in a server storage unit, and setting the purpose of evaluation support Purpose input reception unit that accepts input of , In accordance with the purpose of evaluation support received by the purpose input reception unit, the evaluation support log data stored by the server storage unit is compiled, and a title is given to output data. An output data generation unit to generate, a title attribute addition unit that adds an attribute to the title given to the output data generated by the output data generation unit, and according to the output data generated by the output data generation unit A tag adding unit that adds a classification tag to the output data, a title of the output data generated by the output data generating unit, a title attribute added by the title attribute adding unit, and a tag added by the tag adding unit a time-series data generation unit that generates time-series data according to the purpose of evaluation support received by the purpose input reception unit based on the It is an evaluation support program for functioning as an output control unit that controls to output.

According to such an evaluation support program, the user's desired output can be obtained efficiently.

[Details of the embodiment of the present invention]
Next, one embodiment of the evaluation support system of the present disclosure will be described with reference to the drawings. In the following drawings, the same reference numerals are given to the same or corresponding parts, and the description thereof will not be repeated.

(Embodiment 1)
The configuration of the evaluation support system according to Embodiment 1 of the present disclosure will be described. FIG. 1 is a block diagram showing the configuration of an evaluation support system according to Embodiment 1. FIG. FIG. 2 is a diagram schematically showing the appearance of the evaluation support system shown in FIG. 1 and 2, evaluation support system 10 according to Embodiment 1 is used, for example, when supporting evaluation of personnel in a company and evaluation of work in a company. The evaluation support system 10 is also used to recommend outsourcing or automation depending on the business, or to pursue efficiency of the business.

The evaluation support system 10 includes a server 11 as a management device, a computer 21a as a terminal device used by each worker (employee) when manipulating electronic files, a detection sensor 41a, and a device 51a. . The detection sensor 41a detects and measures changes in the state of the object. Examples of the detection sensor 41a include a heart rate sensor that counts the heart rate of the worker, and an entry/exit detection sensor that detects entry/exit of the room where the worker is working. An example of a room entry/exit detection sensor is a camera attached to the upper part of the door of the room where the worker works. Other examples of the detection sensor 41a include a position detection sensor, a biological information acquisition sensor, a sleep information acquisition sensor, an RFID, a human sensor, an ultrasonic sensor, an acceleration sensor, a temperature sensor, a humidity sensor, a water detection sensor, and a fire detection sensor. , smoke detection sensor, weight sensor, length detection sensor, image detection sensor, sound detection sensor, taste detection sensor, _CO2 emission detection sensor, etc. Device 51a generates electronic data over time. Examples of the device 51a include a stock trading device, a slope recording device, an entry/exit management device, an inventory management device, a production management device, a parking lot management device, an entry/exit recording device, an operation recording device, an elevator device, a monitoring device, a GPS, Meteorological devices, mobile devices, electronic bulletin boards and the like can be mentioned.

An administrator who performs evaluation, that is, a user who uses the evaluation support system 10 according to this embodiment can operate the server 11 . The server 11, the computer 21a, the detection sensor 41a, and the device 51a are connected to each other via the network 20, whether wired or wireless. The network 20 includes the Internet, an in-house intranet, and the like. The computer 21a is, for example, a computer assigned and owned by _a worker W1 belonging to a company.

The server 11 includes a server control section 12 for controlling the server 11 itself, a server network interface section 13 for connecting to the network 20, and a server hard disk 14 as a server storage section for storing various data. The server 11 is configured to be able to communicate with other electronic devices such as a computer 21a, a detection sensor 41a, and a device 51a via the network 20 by the server network interface unit 13. FIG. The server network interface unit 13 receives data transmitted from the computer 21a, the detection sensor 41a, and the device 51a, for example, the first log data of the electronic file worked on by the computer 21a. The server network interface unit 13 functions as a server receiving unit that receives various data from other electronic devices including the computer 21a, detection sensor 41a, and device 51a.

The server control unit 12 includes a server storage control unit 31 , a server transmission control unit 32 , a server log data generation unit 33 and an output control unit 34 . The server storage control unit 31 controls to store the acquired data in the server hard disk 14 . The server transmission control unit 32 controls transmission of data to other electronic devices connected via the network 20 . The server log data generator 33 generates log data of the server 11 itself. The output control unit 34 controls the output of processing results and the like processed by the server 11 . Other configurations of the server control unit 12 will be detailed later.

A display 15 having a display screen 16 , a keyboard 17 and a mouse 18 are connected to the server 11 . Information of the server 11 and information and data stored in the server hard disk 14 are displayed on the display 15 . A user who uses the server 11, for example, an administrator D uses the keyboard 17 and the mouse 18 to check the screen displayed on the display screen 16 of the display 15, and inputs data to the server 11. .

Next, the configuration of the computer _21a assigned to worker W1 will be described. As the computer 21a, for example, a stationary desktop computer can be given as a specific example, but a portable terminal device such as a tablet PC or a notebook PC may be used. Note that the network 20 may also be connected to other computers having the same configuration.

The computer 21a includes a computer control section 22a for controlling the computer 21a itself, a computer network interface section 23a for connecting to the network 20, and a computer hard disk 24a for storing various data. The computer 21a is configured to be able to communicate with other electronic devices including the server 11 via the network 20 via the computer network interface section 23a.

A display 27a having a display screen 28a, a keyboard 29a, and a mouse 30a are connected to the computer 21a. Information of the computer 21a and information and data stored in the computer hard disk 24a are displayed on the display 27a. _A user using the computer 21a, for example, the worker W1, uses the keyboard 29a and the mouse 30a to check the screen displayed on the display screen 28a of the display 27a, and input data to the computer 21a. conduct. In FIG. 1, illustration of the display 27a, keyboard 29a and mouse 30a is omitted.

A MAC address that identifies the computer 21a itself is assigned to the computer 21a. Further, login authentication is required to operate the computer 21a. That is, at the start of operation on the computer 21a, an input screen for inputting an ID and a password is displayed on the display screen 28a of the display 27a. If the login authentication succeeds, it becomes possible to perform input or the like on the computer 21a. At this time, the name of the logged-in user, login time, etc. are detected and stored in the computer 21a.

The computer control unit 22a includes a first log data generation unit 25a that generates first log data of work performed by the computer 21a, and a computer transmission control unit 26a that transmits the generated first log data to the server 11. . The _first log data generation unit 25a generates the _first log data L1, for example, when an operation is performed on the electronic file F1. The _first log data L1 is composed of the worker who performed the work, the work start time, the work end time, the characters and timing input during the work, the application used for the work, and the like. The computer transmission control unit 26a transmits the generated _first log data L1 to the server 11 at a predetermined timing. The predetermined timing is the timing when the generation of the _first log data L1 is completed, the timing when the communication between the server 11 and the computer 21a is established, or the like. The computer control unit 22a transmits the generated _first log data L1 to the server 11 at a predetermined timing.

Next, the configuration of the detection sensor 41a will be described. The detection sensor 41a is a heart rate sensor in this embodiment. Specifically, the detection sensor 41a is attached to, for example, the worker _W1 , and counts the heart rate while the worker _W1 is working, in this case, operating the computer 21a. The detection sensor 41a includes a detection sensor control section 42a for controlling the detection sensor 41a itself, a detection sensor network interface section 43a for connecting to the network 20, and a detection sensor memory 44a for storing various data. The detection sensor 41a is configured to be able to communicate with other electronic devices including the server 11 via the network 20 via the detection sensor network interface section 43a.

The detection sensor control unit 42a includes a second log data generation unit 45a that generates second log data, which is log data of detection information of the state of the object detected by the detection sensor 41a, and a second log data generation unit 45a that generates the generated second log data. and a detection sensor transmission control unit 46 a for transmitting to the server 11 . The _second log data generator 45a, for example, counts the heart rate of the worker W1 who is working on the computer 21a, and generates heart rate data as log data of detection information as second log data. The detection sensor transmission control unit 46a transmits the generated _second log data L2 to the server 11 at a predetermined timing. The predetermined timing is the timing when the generation of the _second log data L2 is completed, the timing when the communication between the server 11 and the detection sensor 41a is established, or the like.

Next, the configuration of the device 51a will be described. The device 51a is an entry/exit recording device in this embodiment. Specifically, the device 51a records, for example, the entry and exit of the worker W1 into _an inspection room or an accounting room. The device 51a includes a device control section 52a for controlling the device 51a itself, a device network interface section 53a for connecting to the network 20, and a device hard disk 54a for storing various data. The device 51a is configured to be able to communicate with other electronic equipment including the server 11 via the network 20 via the device network interface section 53a.

The device control unit 52a includes a third log data generation unit 55a that generates third log data, which is chronological electronic data recorded by the device 51a, and a device transmission unit that transmits the generated third log data to the server 11. and a control unit 56a. The third log data generation unit 55a generates, for example, the data of the entry and exit of the worker W1 into the inspection room or the accounting room as the _third log data. The device transmission control unit 56a transmits the generated _third log data L3 to the server 11 at a predetermined timing. The predetermined timing is the timing when the generation of the _third log data L3 is completed, the timing when the communication between the server 11 and the device 51a is established, or the like.

Next, the configuration of the server control unit 12 will be described. FIG. 3 is a block diagram schematically showing the configuration included in the server control unit 12. As shown in FIG. Also referring to FIG. 3, the server control unit 12 includes an evaluation support log data acquisition unit 61, a purpose input reception unit 62, an output data generation unit 63, a title attribute addition unit 64, and a tag addition unit. 65 and a time-series data generator 66 . The evaluation support log data acquisition unit 61 acquires evaluation support log data from the computer 21a, the detection sensor 41a, and the device 51a. The server storage control unit 31 described above performs control to store a plurality of pieces of evaluation support log data acquired by the evaluation support log data acquisition unit 61 in the server hard disk 14 . The purpose input receiving unit 62 receives input for setting the purpose of evaluation support. In accordance with the purpose of evaluation support received by the output data generating unit 63 and the purpose input receiving unit, the log data for evaluation support stored in the server hard disk 14 is compiled, and a title is added to generate output data. do. The title attribute adding section 64 adds an attribute to the title given to the output data generated by the output data generating section 63 . A tag for classification is added to the output data according to the output data generated by the tag adding unit 65 and the output data generating unit 63 . Based on the title of the output data generated by the output data generation unit 63, the title attribute added by the title attribute addition unit 64, and the tag added by the tag addition unit 65, the time-series data generation unit 66 determines the purpose. Time-series data is generated according to the purpose of evaluation support received by the input receiving unit 62 . The output control unit 34 described above controls to output the time-series data generated by the time-series data generation unit 66 according to the purpose of evaluation support. These configurations will be described in detail later.

Next, an overall flow of processing in the evaluation support system 10 of the present disclosure will be described. FIG. 4 is a flow chart showing the overall flow of processing in the evaluation support system 10 of the present disclosure. Referring to FIG. 4, first, in the evaluation support system 10 according to the present disclosure, log data for evaluation support is acquired (step S11 in FIG. 4, hereinafter "steps are omitted"). As the log data for evaluation support, the first log data of the computer 21a, the second log data of the detection sensor 41a, and the third log data of the device 51a are obtained as log data for evaluation support. Here, in some cases, the log data of the computer 21a such as the operation history of the computer 21a may be acquired as it is. In some cases, it is acquired by converting it to the data that has been That is, the evaluation support log data acquisition unit 61 may convert the documented data used for evaluation support into structured data and acquire the structured data. Specifically, for example, sentences such as work rule data are structured in XML format, and then evaluation support log data is generated and made available. In addition to work rules, for example, timetables in schools, division of duties in companies, daily reports on work, personal diaries, and the like are included. Furthermore, for example, the content of a chat in a bot, which will be described later, can also be converted into structured data and acquired. By doing so, the documented data can be captured in an easy-to-use format, and the evaluation support log data can be used more effectively. Therefore, it is possible to obtain the output desired by the user. Note that the evaluation support log data acquisition unit 61 can also acquire data structured in the past by other systems. Moreover, once structured data can be reused. As for reuse, for example, even if a sentence such as an employment rule that has been converted once is changed, it is configured so that it can be re-imported as evaluation support log data. Note that the chat content data of the bot may also be handled as the evaluation support log data of the terminal device.

After that, the setting of the purpose requested by the user who is the administrator is accepted (S12). Then, according to the received purpose, output data is generated (S13). After that, based on the data for output, time-series data arranged in chronological order is generated according to the purpose of evaluation support (S14). Then, the generated time-series data is output and displayed on a display screen or the like (S15). The processing flow is as described above.

First, acquisition of evaluation support log data will be described. As for the log data of the computer 21a, first log data is generated based on the name used for login, work file, work start time, work end time, number of types, and the like. The server acquires this evaluation support log data through wired or wireless communication.

Further, for example, _a heartbeat sensor, which is the detection sensor 41a, is worn by the worker W1. _The detection sensor 41a constantly detects the heartbeat of the worker W1. Here, when the worker W1 performs the work for generating the _first log data, the heart rate during that period is counted. Specifically, the heart rate is counted from the work start time to the work end time. Then, the heart rate per unit time is calculated. Thus, evaluation support log data is generated. The server 11 also acquires this evaluation support log data through communication.

It should be noted that data such as employment regulations are also acquired after being converted into structured data as documented data. Specifically, for example, when the work rule data is read, based on the text rule data stored in the server hard disk 14, the evaluation support log data is generated from the work rule data. Specifically, the work rules are as follows: 1. The place of work shall be 〇〇. 2. Working hours shall be from 9:00 to 17:00. …” is stored as XML data, data of working hours with a start time of 9:00 and an end time of 17:00, break time with a start time of 12:00 and an end time of 13:00 is acquired as evaluation support log data.

In this way, evaluation support log data is acquired (S11). Next, when performing the analysis for evaluation support, the input of the purpose is accepted (S12). Here, as input of purpose, setting of indicators for evaluation support is first received, and then target setting is received.

FIG. 5 is a diagram showing an example of a display screen when receiving a desired input. Referring to FIG. 5, on display screen 16 of display 15 for accepting input of purpose of evaluation support, display 71 reads "Please enter purpose of use of analysis service." A button 72a for accepting input by clicking and "(2) action management" are labeled, and a button 72b for accepting input by clicking and "(3) general use" are labeled. A button 72c that accepts input by clicking and a button 72d labeled "(4) Others" that accepts input by clicking are shown. The administrator who is the user clicks one of the buttons 72a to 72d according to the purpose and inputs the purpose.

Next, selection of data to be used is accepted. FIG. 6 is a diagram showing an example of a display screen when receiving data to be used. Referring to FIG. 6, on the display screen 16 of the display 15, there is a display 73 saying "Please select the data to be used (multiple selections are possible)" and "Computer", which can be input by clicking. A button 74a for accepting input is labeled "smartphone", a button 74b for accepting input by clicking is labeled "salary", and a button 74c for accepting input by clicking is labeled "temperature sensor". A button 74d for accepting input by clicking, a button 74d for accepting input by clicking, a button 74e for accepting input by clicking, a button 74f for accepting input by clicking, and a button 74f for accepting input by clicking, labeled "Employment rules", A button 74g labeled "configuration" for accepting input by clicking and a button 74h labeled "heartbeat" for accepting input by clicking are shown. The administrator who is the user clicks one of the buttons 74a to 74h to input data to be used as log data for evaluation support. As for the evaluation support log data, a plurality of log data may be aggregated.

Note that the evaluation support log data can be modified and used as necessary. For example, for electronic file data used by the computer 21a, if the electronic file name is not entered, the event name is inserted or the extension is separated as a separate item. Also, when the electronic file name is the same, the data for output are integrated and aggregated. Also, for the heart rate, abnormal values are deleted, or divided into 5 segments.

After that, using the data to be used as evaluation support log data, the output data generation unit 63 generates the evaluation support log data stored in the server hard disk 14 in accordance with the evaluation support purpose received by the purpose input receiving unit 62 . The log data are put together, a title is given, and output data is generated (S13). Then, the title attribute adding section 64 adds an attribute to the title given to the output data generated by the output data generating section. Then, the tagging section 65 gives a classification tag to the output data according to the output data generated by the output data generating section 63 .

Here, the tag to be attached is determined according to the type of evaluation support log data. That is, it is determined whether it is time series qualitative, time series quantified, state qualitative, or state quantified, depending on whether it is qualitative or quantitative, and whether it is time series or state. Then, depending on the type, the processing method is replaced, interpolated, or modified, or a threshold is set. That is, the same value is input until it changes according to the time series or the state changes. As for voice data and typing data, a part of continuous data may be collectively recorded. A part of continuous data may be processed according to a rule such that, for example, processes performed within a few seconds are grouped together.

The titles are prioritized according to the priorities determined according to the evaluation support log data. As a mixed setting, an electronic file name and an event name may be added, an emotion attribute and an exercise name may be added, or a routine attribute and an electronic file name may be added. Also, as a replacement setting, if the emotion attribute is anger, it may be anger. Here, regarding the processing when giving a title, for example, the output data generation unit generates at least one of the file name of the electronic file, the directory name to which the electronic file belongs, and the application name of the electronic file. may be used to give a title.

Also, the title attribute is generated according to the following rules. That is, as a cycle, when the title appears regularly, the routine attribute is assigned, and otherwise the spot attribute is assigned. Also, when the title can be regarded as causing another result, a cause attribute is given. Also, when the title can be considered to be affected by other causes as a result, a result attribute is added. Also, if there is a cause attribute and many people hold this title, an important attribute is given. If there is no important attribute, give an unimportant attribute. Also, if the title is complicated, add a complicated attribute. If the title is not complicated, give the attribute not complicated. If the heart rate is 150 or more and there is no movement, the excitement attribute is given. If the heart rate is 150 or more and there is movement, an exercise attribute is given. Anything other than these gives the sadness attribute. If the electroencephalogram is positive and the number of tag types or the pen speed is 120 or more, the focus attribute is given. If there is a concentration attribute and if there is a correctness attribute, a high ability attribute is given. Otherwise, normal attributes are given. For example, if there are many apple tags, the like attribute is given to the apple tag. In this way, the title attribute is given.

After that, the time-series data generation unit 66 generates a , time-series data corresponding to the purpose of evaluation support received by the purpose input receiving unit 62 is generated (S14).

FIG. 7 is a diagram showing an example of time-series data. FIG. 7 shows the contents of output data. FIG. 8 is a diagram showing the contents of evaluation support log data. Referring to FIGS. 7 and 8, time-series data 81a is composed of collected data 82a, 82b, 82c, 82d, and 82e separated by time. The data 82a to 82e are arranged in chronological order. The time-series data 81a includes, as output data 83a , an item 84a regarding time, an item 84b regarding elapsed time, an item 84c regarding title, and an item 84d regarding tag. The evaluation support log data 83b includes an item 85a regarding emotion, an item 85b regarding rules, an item 85c regarding an electronic file name of a computer, an item 85d regarding the number of types, an item 85e regarding an incoming call of a smartphone, and an input as a device. There are an item 85f regarding leaving the room and an item 85g regarding heart rate as a detection sensor. Such time-series data is generated.

FIG. 9 is a diagram showing another example of obtained time-series data. FIG. 9 shows the contents of output data. Since the evaluation support data is the same as in FIG. 8, the description thereof is omitted. Referring to FIG. 9, the time-series data 81b includes an item 84e regarding carbon dioxide consumption. By listing the amount of carbon dioxide consumed, the amount of carbon dioxide consumed can be visualized by converting it into the amount of carbon dioxide consumed in the activity. That is, when generating the time-series data, the time-series data generation unit 66 generates and adds an item converted to the corresponding carbon dioxide consumption in each data. By doing so, it is possible to visualize the carbon dioxide consumption corresponding to the corresponding data. Therefore, it is possible to make it easier to recognize the improvement in work efficiency as the amount of reduction in carbon dioxide consumption. It should be noted that it is not limited to the consumption of carbon dioxide, and may be visualized by converting it into the consumption of energy. That is, when generating the time-series data, the time-series data generator 66 may generate and add an item converted to the corresponding carbon dioxide consumption or energy consumption in each data.

After that, the output control unit 34 controls to output the time-series data generated by the time-series data generation unit 66 according to the purpose of evaluation support (S15). Specifically, for example, by extracting words from the time-series data, you can say, "At 16:51, I performed my favorite spot audit in the audit office. After that, I moved to the accounting office, I did my work. I answered the phone for 10 minutes." is output. In this case, the above sentence is output as XML data. It should be noted that the XML data in which the text is output can be reused.

According to the evaluation support system 10, multiple types of log data for evaluation support are used to generate output data that is collectively given a title, and time-series data corresponding to the purpose is generated from the output data. and output. Therefore, it is possible for the user to omit the trouble of putting together the log data and giving a title to the log data. In addition, according to the purpose, the log data for evaluation support is collectively given a title, and time-series data is generated according to the purpose based on the title, title attributes, and tags, so it can be performed in a short time and efficiently. It is possible to output evaluation support according to the user's purpose. Therefore, according to such an evaluation support system 10, it is possible to efficiently obtain the output desired by the user.

In the present embodiment, the evaluation support log data acquisition unit acquires at least one of rule data defining rules used for evaluation support and emotion data of the user operating the terminal device. Therefore, it is possible to effectively utilize the log data for the evaluation support system. Therefore, it is possible to obtain the output desired by the user.

In this embodiment, the tagging unit determines whether the evaluation support log data is qualitative or quantitative, and based on the determination result whether the evaluation support log data is time-series or state. , to give a tag. Therefore, a more appropriate tag can be assigned when assigning a tag. Therefore, it is possible to obtain the output desired by the user.

In this embodiment, if it is determined that a plurality of pieces of evaluation support log data are included in a predetermined pattern, the output data generation unit collects the plurality of pieces of evaluation support log data into one. Therefore, it is possible to suppress an increase in the number of data and to effectively utilize the evaluation support log data. Therefore, it is possible to obtain the output desired by the user.

In this embodiment, the title attribute adding unit selects and adds at least one of period, cause, effect, importance, complexity, emotion, concentration, ability, gender, and preference as title attributes. Therefore, the title attribute can be added more appropriately. Therefore, it is possible to obtain the output desired by the user.

In this embodiment, the output control unit extracts words from the time-series data, generates sentences, and controls output. Therefore, it is possible to save the user the trouble of creating sentences according to the output result. Therefore, it is possible to obtain the output desired by the user.

(Other embodiments)
In the above embodiments, the output control unit may convert the time-series data into structured data and output the structured data. By doing so, it is possible to obtain output desired by the user, such as formal sentences such as work rules and school rules, and memos such as diaries and records, by using structured data at the time of output.

Further, in the above embodiment, the output data generation unit includes the file name of the electronic file, the directory name to which the electronic file belongs, the application name of the electronic file, the name of the event performed on the electronic file, the The title may be assigned using at least one of HTML tags included in the file, URL information included in the electronic file, predetermined rules, and output from the detection sensor. By doing so, a more appropriate title can be selected and added. Therefore, output can be obtained more efficiently. Predetermined rules include, for example, employment regulations and school regulations.

In this case, for example, the above items may be prioritized. Specifically, depending on the settings, predetermined rules, file names of electronic files, directory names to which electronic files belong, application names of electronic files, names of events performed on electronic files, A title is given in the order of the HTML tag contained in the electronic file, the URL information contained in the electronic file, and the output from the detection sensor. By doing so, it is possible to give a title that is more in line with the user's request.

It should be noted that interpolation, replacement, or mixture setting may be performed when giving the title. Specifically, as a mixed setting, if there is access in the application name of the electronic file, there is registration in the event name, and there is comfort as the output of the detection sensor, a title such as access registration + comfort may be given. As a replacement, if the directory name of the electronic file or the URL information included in the electronic file has sales, it may be replaced with the budget. Also, a specific keyword may be excluded. For example, the word ".exe" may be excluded. Interpolation may also be performed according to a predetermined rule.

In addition, in the above embodiment, the evaluation support system may further include a display screen for displaying information. The output control unit may control the display screen to display what the user is doing. By doing so, it is possible to make an output that makes it easier to visually grasp the movement and activity of the user.

Further, in the above embodiment, the output control unit may perform control to display on the display screen using at least one of the user's face photograph and icon. The output control unit controls to display on the display screen at least one of the number of user keystrokes input to the terminal device and activity information detected by the detection sensor corresponding to the user. good. By doing so, it is possible to output by a more visually recognizable display.

In the above embodiment, the output control unit may control to display what the user is doing on the display screen using data within 60 seconds in the time-series data. By doing so, it is possible to easily grasp the behavior of the user within 60 seconds. In this case, by setting a shorter time within 60 seconds, it is possible to easily grasp the behavior of the user in real time. Specifically, by making it within 30 seconds, and further within 10 seconds, it is possible to make it easier to grasp the improvement of the user in real time.

Also, in the above embodiments, the output control unit may include a bot capable of interactive mutual communication. The output control unit may control to output via the bot. By doing so, it is possible to deal with the case where the user wants to obtain the output of the bot and interactive mutual communication. Therefore, it is possible to obtain the output desired by the user.

Further, in the above embodiment, the output data generation unit may receive input to the evaluation support log data from the bot. By doing so, it is possible to input to the evaluation support log data via the bot. Therefore, more appropriate evaluation support log data can be obtained.

In the above embodiment, the output control unit may control to convert the time-series data into structured data and output the structured data. In this case, for example, it may be something that can be seen by the human eye, such as texts such as employment regulations, or it may be output as something that can be stored in a database as it is. By doing so, it becomes easier to output in a format desired by the user. Therefore, more efficient output can be obtained.

An evaluation support method according to the present disclosure includes a server including a server storage unit that stores data, a terminal device that can communicate with the server, and a detection device that can communicate with the server and detects the state of an object that changes physically. An evaluation support system that includes a sensor and a device that is communicable with a server and generates electronic data over time. The evaluation support method includes a step of acquiring evaluation support log data from the terminal device, the detection sensor, and the device; , the step of receiving input of the setting of the purpose of evaluation support, and the step of receiving the input, according to the received purpose of evaluation support, for evaluation support stored by the server storage unit A step of compiling log data and adding a title to generate data for output; a step of adding an attribute to the title given to the generated data for output after the step of generating data for output; After the step of generating the data for output, a step of adding a classification tag to the output data according to the generated output data, a title of the generated output data, the added title attribute, and the added After the step of generating time-series data according to the purpose of the received evaluation support based on the tag, and the step of generating the time-series data, outputting the generated time-series data according to the purpose of evaluation support. and a step of controlling so as to

According to such an evaluation support method, it is possible to efficiently obtain the output desired by the user.

The evaluation support program according to the present disclosure includes a server including a server storage unit that stores data, a terminal device that can communicate with the server, and a detection that can communicate with the server and detects the state of a physically changing object. An evaluation support program for use in an evaluation support system including a sensor and a device communicable with a server and generating electronic data over time, wherein the computer can be used for evaluation support from the terminal device, the detection sensor and the device. an evaluation support log data acquisition unit that acquires log data; a storage control unit that controls storage of a plurality of evaluation support log data acquired by the evaluation support log data acquisition unit in a server storage unit; A purpose input reception unit that receives setting inputs, and in accordance with the purpose of evaluation support received by the purpose input reception unit, the log data for evaluation support stored in the server storage unit is compiled, and a title is given to output data. a title attribute addition unit that adds an attribute to the title given to the output data generated by the output data generation unit; a tag adding unit that adds a classification tag to the output data by the output data generating unit, the title of the output data generated by the output data generating unit, the title attribute added by the title attribute adding unit, the tag added by the tag adding unit based on the time-series data generation unit that generates time-series data according to the purpose of evaluation support accepted by the purpose input reception unit, the time-series data generated by the time-series data generation unit It is an evaluation support program for functioning as an output control unit that controls to output

According to such an evaluation support program, the user's desired output can be obtained efficiently.

It should be understood that the embodiments disclosed this time are illustrative in all respects and are not restrictive in any aspect. The scope of the present invention is not defined in the above-described sense, but is indicated by the scope of the claims, and is intended to include all modifications within the meaning and scope equivalent to the scope of the claims.

The evaluation support system, evaluation support method, and evaluation support program of the present disclosure are particularly advantageously applied when it is required to efficiently obtain the output desired by the user.

10 evaluation support system, 11 server, 12 server control unit, 13 server network interface unit, 14 server hard disk, 15, 27a display, 16, 28a display screen, 17, 29a keyboard, 18, 30a mouse, 20 network, 21a computer, 22a computer control unit, 23a computer network interface unit, 24a computer hard disk, 25a first log data generation unit, 26a computer transmission control unit, 31 server storage control unit, 32 server transmission control unit, 33 server log data generation unit, 34 output Control unit 41a detection sensor 42a detection sensor control unit 43a detection sensor network interface unit 44a detection sensor memory 45a second log data generation unit 46a detection sensor transmission control unit 51a device 52a device control unit 53a device network interface unit, 54a device hard disk, 55a third log data generation unit, 56a device transmission control unit, 61 evaluation support log data acquisition unit, 62 purpose input reception unit, 63 output data generation unit, 64 title attribute addition unit, 65 tagging unit, 66 time-series data generation unit, 71, 73 display, 72a, 72b, 72c, 72d, 74a, 74b, 74c, 74d, 74e, 74f, 74g, 74h button, 81a, 81b time-series data, 82a , 82b, 82c, 82d, 82e data, 83 output data, 84a, 84b, 84c, 84d, 84e, 85a, 85b, 85c, 85d, 85e, 85f, 85g Items.

Claims (19)

A server that includes a server storage unit that stores data, a terminal device that can communicate with the server and is used when a user manipulates an electronic file , and a physical object that can communicate with the server and changes An evaluation support system that includes a detection sensor that detects the state of an object and a device that can communicate with the server and that generates electronic data over time,
The server is
an evaluation support log data acquisition unit that acquires evaluation support log data from the terminal device, the detection sensor, and the device;
a storage control unit configured to control storage of the plurality of evaluation support log data acquired by the evaluation support log data acquisition unit in the server storage unit;
a purpose input receiving unit that receives an input for setting the purpose of evaluation support;
According to the purpose of the evaluation support accepted by the purpose input acceptance unit, the log data for evaluation support stored by the server storage unit is compiled, and a priority determined according to the log data for evaluation support. an output data generation unit that generates output data with a title determined according to
a title attribute addition unit that adds an attribute to the title given to the output data generated by the output data generation unit according to a predetermined rule to generate a title attribute;
a tag assigning unit that assigns a classification tag to the output data according to the output data generated by the output data generating unit;
Based on the title of the output data generated by the output data generation unit, the title attribute added by the title attribute addition unit, and the tag added by the tag addition unit, the purpose input reception unit a time-series data generation unit that generates time-series data that is divided and organized according to the purpose of the received evaluation support;
An evaluation support system, comprising: an output control unit that controls to output the time-series data generated by the time-series data generation unit according to the purpose of the evaluation support. 2. The evaluation support system according to claim 1, wherein said evaluation support log data acquisition unit is capable of converting written data used for said evaluation support into structured data for acquisition. The server further includes an aggregate axis input reception unit that accepts an aggregate axis input when aggregating the evaluation support log data,
3. The evaluation support system according to claim 1, wherein said output data generation unit generates said output data along said total axis accepted by said total axis input acceptance unit. The storage control unit controls to store the past evaluation support objective data accepted by the objective input accepting unit in the server storage unit,
4. The evaluation support system according to any one of claims 1 to 3, wherein the purpose input receiving unit displays the past purpose data of the evaluation support stored by the server storage unit in response to a request. The tagging unit assigns the tag based on a determination result as to whether the log data for evaluation support is qualitative or quantitative and a determination result as to whether the log data for evaluation support is time-series or status. 5. The evaluation support system according to any one of claims 1 to 4, wherein the evaluation support system provides 6. The output data generation unit integrates the plurality of evaluation support log data into one when it is determined that the plurality of evaluation support log data are included in a predetermined pattern. The evaluation support system according to any one of 1. The title attribute adding unit adds the title attribute based on at least one of cycle, cause, effect, importance, complexity, emotion, concentration, ability, gender and preference. 7. The evaluation support system according to any one of 6. 8. The evaluation support system according to any one of claims 1 to 7, wherein said output control unit extracts words from said time-series data, generates sentences, and outputs them. 9. The evaluation support system according to any one of claims 1 to 8, wherein said output control unit converts said time-series data into structured data and outputs the structured data. The output data generation unit generates a file name of the electronic file, a directory name to which the electronic file belongs, an application name of the electronic file, an event name performed on the electronic file, and an event name included in the electronic file. The title is assigned using at least one of HTML (HyperText Markup Language) tags, URL (Uniform Resource Locator) information included in the electronic file, predetermined rules, and output from the detection sensor. 10. The evaluation support system according to any one of claims 1 to 9. 10. When generating the time-series data, the time-series data generation unit generates and adds an item converted to the corresponding carbon dioxide consumption or energy consumption in each data. The evaluation support system according to any one of 1. further comprising a display screen for displaying information,
12. The evaluation support system according to any one of claims 1 to 11, wherein said output control unit controls to display what said user is doing on said display screen. The output control unit controls to display on the display screen using at least one of the user's face photo and icon,
The output control unit displays on the display screen at least one of the number of user keystrokes input to the terminal device and at least one of activity information detected by the detection sensor corresponding to the user. 13. The evaluation support system according to claim 12, which controls to 14. The output control unit according to claim 12 or 13, wherein in the time-series data, the data within 60 seconds is used to control so that what the user is doing is displayed on the display screen. Evaluation support system. The output control unit includes a bot capable of interactive mutual communication,
15. The evaluation support system according to any one of claims 1 to 14, wherein said output control unit controls to output via said bot. 16. The evaluation support system according to claim 15, wherein said output data generating unit receives input to said evaluation support log data from said bot. 17. The evaluation support system according to any one of claims 1 to 16, wherein said output control unit converts said time-series data into structured data and outputs the structured data. A server that includes a server storage unit that stores data, a terminal device that can communicate with the server and is used when a user manipulates an electronic file , and a physical object that can communicate with the server and changes An evaluation support method used in an evaluation support system that includes a detection sensor that detects the state of an object and a device that can communicate with the server and generates electronic data over time,
a step of acquiring evaluation support log data from the terminal device, the detection sensor, and the device;
After the step of acquiring the log data for evaluation support, a step of controlling to store the acquired plurality of log data for evaluation support in the server storage unit;
Receiving input of settings for purposes of evaluation assistance;
After the step of accepting the input, the log data for evaluation support stored by the server storage unit is compiled according to the purpose of the received evaluation support, and the log data for evaluation support is determined according to the log data for evaluation support. generating output data with titles determined according to priority ;
a step of adding an attribute according to a predetermined rule to the title given to the generated output data after the step of generating the output data to generate a title attribute ;
After the step of generating the output data, adding a classification tag to the output data according to the generated output data;
Time-series data grouped according to the purpose of the received evaluation support based on the title of the generated output data, the added title attribute, and the added tag and
and, after the step of generating the time-series data, controlling to output the generated time-series data according to the purpose of the evaluation support. A server that includes a server storage unit that stores data, a terminal device that can communicate with the server and is used when a user manipulates an electronic file , and a physical object that can communicate with the server and changes An evaluation support program used in an evaluation support system that includes a detection sensor that detects the state of an object and a device that can communicate with the server and generates electronic data over time,
a computer, an evaluation support log data acquisition unit that acquires evaluation support log data from the terminal device, the detection sensor, and the device;
a storage control unit that controls to store the plurality of evaluation support log data acquired by the evaluation support log data acquisition unit in the server storage unit;
a purpose input receiving unit that receives an input for setting the purpose of evaluation support;
According to the purpose of the evaluation support accepted by the purpose input acceptance unit, the log data for evaluation support stored by the server storage unit is compiled, and a priority determined according to the log data for evaluation support. an output data generation unit that generates output data with a title determined according to
a title attribute addition unit that adds an attribute to the title given to the output data generated by the output data generation unit according to a predetermined rule to generate a title attribute;
a tag assigning unit that assigns a classification tag to the output data according to the output data generated by the output data generating unit;
Based on the title of the output data generated by the output data generation unit, the title attribute added by the title attribute addition unit, and the tag added by the tag addition unit, the purpose input reception unit a time-series data generation unit that generates time-series data that is divided and organized according to the purpose of the received evaluation support;
An evaluation support program for functioning as an output control section that controls to output the time-series data generated by the time-series data generation section according to the purpose of the evaluation support.

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