WO2022049727A1 - Information processing device, control method, and storage medium - Google Patents

Information processing device, control method, and storage medium Download PDF

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Publication number
WO2022049727A1
WO2022049727A1 PCT/JP2020/033615 JP2020033615W WO2022049727A1 WO 2022049727 A1 WO2022049727 A1 WO 2022049727A1 JP 2020033615 W JP2020033615 W JP 2020033615W WO 2022049727 A1 WO2022049727 A1 WO 2022049727A1
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WO
WIPO (PCT)
Prior art keywords
fatigue
degree
information
subject
display control
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PCT/JP2020/033615
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French (fr)
Japanese (ja)
Inventor
祐 北出
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日本電気株式会社
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Application filed by 日本電気株式会社 filed Critical 日本電気株式会社
Priority to JP2022546820A priority Critical patent/JP7529029B2/en
Priority to PCT/JP2020/033615 priority patent/WO2022049727A1/en
Publication of WO2022049727A1 publication Critical patent/WO2022049727A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/16Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/22Social work or social welfare, e.g. community support activities or counselling services

Definitions

  • This disclosure relates to the technical fields of information processing devices, control methods, and storage media for displaying information on fatigue.
  • Patent Document 1 discloses a fatigue degree determination system that determines the degree of fatigue of a subject and displays the determination result in characters such as "good", “caution”, or "need attention”. This fatigue degree determination system also discloses a point of displaying a graph that visually displays the degree of fatigue of a subject.
  • Patent Document 1 does not disclose any indication of the degree of fatigue in consideration of such a problem.
  • An object of the present disclosure is to provide an information processing device, a control method, and a storage medium capable of suitably displaying information on fatigue in view of the above-mentioned problems.
  • One aspect of the information processing device is An acquisition means for acquiring at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree.
  • a display control means for displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree, and a display control means. It is an information processing device having.
  • One aspect of the control method is by computer. At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired. Information on the subject's fatigue is displayed based on the first fatigue degree and the second fatigue degree. It is a control method.
  • the "computer” includes any electronic device (which may be a processor included in the electronic device), and may be composed of a plurality of electronic devices.
  • One aspect of the storage medium is At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired. It is a storage medium in which a program for causing a computer to execute a process of displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree is stored.
  • information on the degree of fatigue can be suitably displayed.
  • a schematic configuration of the fatigue analysis system according to the first embodiment is shown.
  • the hardware configuration of the information processing device is shown. This is an example of a functional block of an information processing device.
  • a display example of the fatigue confirmation screen in the first display mode is shown.
  • a first display example of the fatigue confirmation screen in the second display mode is shown.
  • a second display example of the fatigue confirmation screen in the second display mode is shown.
  • the schematic block diagram of the fatigue analysis system in 2nd Embodiment is shown. It is an example of the functional block of the information processing apparatus in the 2nd Embodiment.
  • An example of the data structure of the activity information stored in the activity information storage unit is shown.
  • An example of the data structure of the countermeasure rule stored in the countermeasure rule storage unit is shown.
  • the schematic configuration of the fatigue analysis system in the third embodiment is shown. It is a block diagram of the information processing apparatus in 4th Embodiment. This is an example of a flowchart executed by the information processing apparatus in the fourth embodiment.
  • System Configuration Figure 1 shows a schematic configuration of the fatigue analysis system 100 according to the first embodiment.
  • the fatigue analysis system 100 analyzes the fatigue of each subject belonging to the organization to be analyzed for fatigue, and visualizes the analysis result.
  • the fatigue analysis system 100 mainly includes an information processing device 1, an input device 2, a display device 3, a storage device 4, and a sensor 5.
  • the "target person” is a person who needs to manage the fatigue state, and corresponds to, for example, an athlete or an employee belonging to an organization.
  • the information processing device 1 performs data communication with the input device 2, the display device 3, and the sensor 5 via a communication network or by direct communication by radio or wire. Then, the information processing device 1 is fatigued by the subject based on the input signal "S1" supplied from the input device 2, the sensor signal “S3” supplied from the sensor 5, and the information stored in the storage device 4. Perform an analysis of. Further, the information processing device 1 generates a display signal "S2" based on the analysis result of the fatigue of the subject, and supplies the generated display signal S2 to the display device 3.
  • the input device 2 is an interface that accepts user input (manual input) of information about each target person, and receives, for example, information necessary for estimating fatigue of the target person, information about the activity of each target person, and the like.
  • the user who inputs information using the input device 2 may be the target person himself / herself, or may be a person who manages or supervises the activities of the target person.
  • the input device 2 may be various user input interfaces such as a touch panel, a button, a keyboard, a mouse, and a voice input device.
  • the input device 2 supplies the input signal S1 generated based on the user's input to the information processing device 1.
  • the display device 3 displays predetermined information based on the display signal S2 supplied from the information processing device 1.
  • the display device 3 is, for example, a display or a projector.
  • the sensor 5 measures the biological signal of the subject and supplies the measured biological signal or the like to the information processing device 1 as the sensor signal S3.
  • the sensor signal S3 is an arbitrary biological signal (including vital information) such as the subject's heartbeat, electroencephalogram, sweating amount, hormone secretion amount, cerebral blood flow, blood pressure, body temperature, myoelectricity, and respiratory rate. May be good.
  • the sensor 5 may be a device that analyzes blood collected from the subject and outputs a sensor signal S3 indicating the analysis result.
  • the sensor 5 may be a device for performing body measurement such as a jump for measuring body fatigue or the like.
  • the storage device 4 is a memory that stores various information necessary for calculating various fatigue degrees and the like.
  • the storage device 4 may be an external storage device such as a hard disk connected to or built in the information processing device 1, or may be a storage medium such as a flash memory. Further, the storage device 4 may be a server device that performs data communication with the information processing device 1. Further, the storage device 4 may be composed of a plurality of devices.
  • the storage device 4 functionally has a fatigue degree storage unit 41, an activity information storage unit 42, and an attribute information storage unit 43.
  • the fatigue degree storage unit 41 stores information indicating the fatigue degree for each subject.
  • the information processing apparatus 1 is based on at least one of the input signal S1 and the sensor signal S3, and as the degree of fatigue, the degree of physical fatigue of the subject (also referred to as “physical fatigue degree”) and mental. Estimate the degree of fatigue (also called “mental fatigue”) and the total degree of physical and mental fatigue (also called “total fatigue”). The degree of fatigue may be measured regularly (for example, at regular intervals every morning), or before or after the subject's activities. Then, the information processing apparatus 1 stores the estimation result of each fatigue degree in the fatigue degree storage unit 41 in association with the date and time information indicating the estimated date and time and the identification information (target person ID) of the target person.
  • the above-mentioned "estimated date and time” may be the date and time when the signal used for the estimation was generated, or may be the date and time when the estimation was performed.
  • the "estimated date and time” may indicate today's date and time.
  • the activity information storage unit 42 stores activity information related to the activities of each target person.
  • the activity information is, for example, information in which the activity content of each target person, the target person ID indicating the target person who performed the activity, the activity date and time, the activity time length, and the activity amount are associated with each other.
  • the "activity amount" indicates the quantitative or / and qualitative degree of the activity, and may be, for example, the practice intensity or / and the practice load amount when the activity is practice for athletes.
  • the information processing apparatus 1 updates the activity information stored in the activity information storage unit 42, for example, based on the input signal S1.
  • the fatigue level stored in the fatigue level storage unit 41 may be included in the activity information.
  • the activity information may further include information on various degrees of fatigue before and after each activity.
  • the attribute information storage unit 43 stores attribute information related to the attributes of each target person.
  • the attributes correspond to, for example, the age, gender, and affiliation group (organization) of each subject.
  • the storage device 4 may store various information necessary for the processing executed by the information processing device 1 in the present embodiment.
  • the configuration of the fatigue analysis system 100 shown in FIG. 1 is an example, and various changes may be made to the configuration.
  • the input device 2 and the display device 3 may be integrally configured.
  • the input device 2 and the display device 3 may be configured as a tablet-type terminal integrated with or separate from the information processing device 1.
  • the input device 2 and the sensor 5 may be integrally configured.
  • the information processing device 1 may be composed of a plurality of devices. In this case, the plurality of devices constituting the information processing device 1 exchange information necessary for executing the pre-assigned process among the plurality of devices. In this case, the information processing apparatus 1 functions as an information processing system.
  • FIG. 2 shows the hardware configuration of the information processing device 1.
  • the information processing device 1 includes a processor 11, a memory 12, and an interface 13 as hardware.
  • the processor 11, the memory 12, and the interface 13 are connected via the data bus 19.
  • the processor 11 functions as a controller (arithmetic unit) that controls the entire information processing device 1 by executing a program stored in the memory 6.
  • the processor 11 is, for example, a processor such as a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), a TPU (Tensor Processing Unit), or a quantum processor.
  • the processor 11 may be composed of a plurality of processors.
  • the processor 11 is an example of a computer.
  • the memory 12 is composed of various volatile memories such as RAM (Random Access Memory), ROM (Read Only Memory), and flash memory, and non-volatile memory. Further, the memory 12 stores a program for executing the process executed by the information processing apparatus 1. Further, for example, the memory 12 contains information on parameters of an inferior for estimating various fatigue degrees based on the input signal S1 and / and the sensor signal S3. A part of the information stored in the memory 12 may be stored by one or a plurality of external storage devices that can communicate with the information processing device 1, and is stored by a storage medium that can be attached to and detached from the information processing device 1. You may.
  • the interface 13 is an interface for electrically connecting the information processing device 1 and another device.
  • These interfaces may be wireless interfaces such as network adapters for wirelessly transmitting and receiving data to and from other devices, and may be hardware interfaces for connecting to other devices by cables or the like.
  • the hardware configuration of the information processing device 1 is not limited to the configuration shown in FIG.
  • the information processing device 1 may include at least one of the input device 2 and the display device 3. Further, the information processing device 1 may be connected to or built in a sound output device such as a speaker.
  • FIG. 3 is an example of a functional block of the information processing apparatus 1.
  • the processor 11 of the information processing device 1 functionally has an input receiving unit 14, a fatigue estimation unit 15, and a display control unit 16.
  • the blocks in which data is exchanged are connected by a solid line, but the combination of blocks in which data is exchanged is not limited to FIG. The same applies to the figures of other functional blocks described later.
  • the input receiving unit 14 receives the input signal S1 and the sensor signal S3 via the interface 13. Then, when the input receiving unit 14 receives the input signal S1 or / and the sensor signal S3 (also referred to as “fatigue-related information”) used for estimating fatigue, the input receiving unit 14 supplies the received fatigue-related information to the fatigue estimation unit 15. do. Further, when the input receiving unit 14 receives the input signal S1 relating to the update of the activity information storage unit 42, the input receiving unit 14 updates the activity information storage unit 42 based on the input signal S1. Further, when the input receiving unit 14 receives the input signal S1 related to the display due to the operation of the viewer who browses the display device 3, the input receiving unit 14 supplies the input signal S1 to the display control unit 16.
  • the fatigue estimation unit 15 estimates various fatigue levels of the subject based on the fatigue-related information supplied from the input / reception unit 14. Specifically, the fatigue estimation unit 15 estimates the physical fatigue level, the mental fatigue level, and the total fatigue level, respectively, based on the fatigue-related information. The fatigue estimation unit 15 may estimate each of these fatigue levels based on an arbitrary method (for example, a bio-evaluation method, a subjective evaluation method, etc.). Further, the fatigue estimation unit 15 configures various fatigue degree inferiors based on the parameters stored in the memory 12 or the storage device 4, and inputs fatigue-related information to the configured inferrers to obtain each fatigue degree. You may make inferences.
  • the inferior may be a general formula, or may be a predetermined statistical model obtained by learning or a learning model based on deep learning or the like.
  • the information used for estimating the physical fatigue level, the mental fatigue level, and the total fatigue level may be the same or different.
  • the fatigue estimation unit 15 extracts and extracts information used for estimating the physical fatigue level, the mental fatigue level, and the total fatigue level from the fatigue-related information supplied by the input / reception unit 14. Input information into various fatigue inferiors.
  • the display control unit 16 targets the display device 3 by referring to the fatigue level storage unit 41, the activity information storage unit 42, and the attribute information storage unit 43 based on the input signal S1 regarding the display supplied from the input reception unit 14.
  • a display signal S2 for displaying information regarding a person's fatigue is generated.
  • the display control unit 16 displays information on the fatigue of one or more subjects based on at least two fatigue levels of physical fatigue level, mental fatigue level, and total fatigue level.
  • the display signal S2 is generated.
  • the display control unit 16 supplies the generated display signal S2 to the display device 3 via the interface 13 to display information on fatigue on the display device 3.
  • the information to be displayed on the display device 3 will be described later.
  • the viewer of the information on fatigue displayed on the display device 3 may be, for example, a target person or a person who manages or supervises the target person.
  • each component of the input receiving unit 14, the fatigue estimation unit 15, and the display control unit 16 described with reference to FIG. 3 can be realized, for example, by the processor 11 executing a program. Further, each component may be realized by recording a necessary program in an arbitrary non-volatile storage medium and installing it as needed. It should be noted that at least a part of each of these components is not limited to being realized by software by a program, but may be realized by any combination of hardware, firmware, and software. Further, at least a part of each of these components may be realized by using a user-programmable integrated circuit such as an FPGA (Field-Programmable Gate Array) or a microcontroller. In this case, this integrated circuit may be used to realize a program composed of each of the above components.
  • FPGA Field-Programmable Gate Array
  • each component may be configured by an ASIC (Application Specific Standard Produce) or an ASIC (Application Specific Integrated Circuit).
  • ASIC Application Specific Standard Produce
  • ASIC Application Specific Integrated Circuit
  • a specific screen related to fatigue (also referred to as a “fatigue confirmation screen”) to be displayed on the display device 3 by the display control unit 16 transmitting the display signal S2 to the display device 3.
  • the display mode will be described.
  • the display control unit 16 generates a display signal S2 on a fatigue confirmation screen relating to the fatigue of one or a plurality of subjects based on at least two fatigue levels of physical fatigue, mental fatigue, and total fatigue.
  • the first display mode to the sixth display mode which are specific display modes of the fatigue confirmation screen, will be described.
  • (First display mode) In the first display mode, the display control unit 16 of each subject belonging to the designated group on the two-dimensional coordinates with at least two fatigue degrees of the physical fatigue degree, the mental fatigue degree, and the total fatigue degree as the coordinate axes. Display the degree of fatigue.
  • FIG. 4 shows a display example of the fatigue confirmation screen in the first display mode.
  • the display control unit 16 mainly includes a date selection field 20, a group selection field 21, a map selection field 22, an option selection field 23, a fatigue degree map 25, and a statistical display field 27.
  • the total fatigue level high-ranking person display button 28 are displayed on the fatigue confirmation screen.
  • the date selection field 20 is a user interface for selecting the date of the fatigue degree to be displayed.
  • the display control unit 16 displays a calendar on which an arbitrary date can be selected, and accepts a viewer to specify an arbitrary date.
  • the group selection field 21 is a pull-down menu format input field for designating a group for which the fatigue level is to be displayed.
  • the display control unit 16 receives, for example, the selection of an arbitrary group included in the attribute information stored in the attribute information storage unit 43 by the group selection field 21.
  • the candidate group selected in the group selection field 21 may be a group of arbitrary units in the organization in which the information processing apparatus 1 manages the fatigue state.
  • the candidate group may be a group divided by team or position if the target person is a player, and if the target person is an employee, a person in charge, a section, or a department. It may be a group divided by such as.
  • the candidate group may be a particular group of noted players (players picked up based on user input).
  • the map selection field 22 is a pull-down menu format input field for designating a display mode such as the coordinate axes of the fatigue map 25, which will be described later.
  • the display control unit 16 can select at least a combination of two fatigue degrees as coordinate axes of two-dimensional coordinates from the physical fatigue degree, the mental fatigue degree, and the total fatigue degree as a menu of selection candidates in the map selection field 22. Display on. In FIG. 4, “physical fatigue degree ⁇ mental fatigue degree” is designated in the map selection field 22. In this case, as will be described later, the display control unit 16 displays the two-dimensional coordinates with the physical fatigue degree as the horizontal axis and the mental fatigue degree as the vertical axis as the fatigue degree map 25.
  • the option selection column 23 is a column for designating options related to the display of the fatigue map 25, and the options that can be specified will be described later in the display mode.
  • the fatigue degree map 25 is a map showing the fatigue state of each subject belonging to the group designated in the group selection field 21 (also referred to as “designated group”).
  • group selection field 21 also referred to as “designated group”.
  • the display control unit 16 since the display control unit 16 has selected “physical fatigue degree ⁇ mental fatigue degree” in the map selection field 22, the two-dimensional coordinates of the physical fatigue degree and the mental fatigue degree are used as the fatigue degree map 25. indicate.
  • the display control unit 16 refers to the fatigue degree storage unit 41, and sets the icons 26x to 26w corresponding to each target person belonging to the designated group as the physical fatigue degree of the corresponding target person on the above two-dimensional coordinates. Place it in a position according to the degree of mental fatigue.
  • the icons 26x to 26w are, for example, images (here, face images) that can identify the corresponding target person. As a result, the viewer can grasp the fatigue state of each subject in the selected group from various viewpoints by referring to the fatigue degree map 25.
  • the icons 26x to 26w can be selected, and when the display control unit 16 detects that any one of the icons 26x to 26w is selected, the degree of fatigue of the subject corresponding to the selected icon, etc. Display the fatigue confirmation screen that individually displays. This display example will be described later with reference to FIG.
  • the statistical display column 27 is a column showing statistical information regarding the degree of fatigue of each subject belonging to the designated group.
  • the display control unit 16 refers to the fatigue degree storage unit 41, so that the average value, which is the statistic of the physical fatigue degree, the mental fatigue degree, and the total fatigue degree of each subject in the designated group, is the maximum. The value and the minimum value are calculated, and the calculation result is displayed in the statistical display column 27.
  • the total fatigue level high-ranking person display button 28 is a button that requests the display of the total fatigue level high-ranking person.
  • the display control unit 16 detects that the display button 28 for the person with the highest total fatigue level is selected, the display control unit 16 becomes the top n persons (n is an integer of 1 or more) among the subjects belonging to the designated group. Display the information of the person.
  • the display control unit 16 displays, for example, a list showing the names and the like of the superiors of the total fatigue degree together with the information of various fatigue degrees of each of the superiors on the fatigue confirmation screen or in a separate window.
  • the display control unit 16 can suitably present the fatigue state of each subject belonging to the designated group to the viewer using a plurality of fatigue levels.
  • the display control unit 16 displays the fatigue state of the subject using all of the physical fatigue level, the mental fatigue level, and the total fatigue level.
  • FIG. 5 shows a first display example of the fatigue confirmation screen in the second display mode.
  • the display control unit 16 since "mental fatigue / physical fatigue x total fatigue" is selected in the map selection field 22, the display control unit 16 sets the horizontal axis of the fatigue degree map 25 as mental fatigue with respect to the physical fatigue level. The ratio of degrees and the vertical axis of the fatigue degree map 25 are set to the total fatigue degree. Then, the display control unit 16 is based on the mental fatigue level, the physical fatigue level, and the total fatigue level of each target person in the designated group stored in the fatigue level storage unit 41, and the icons 26x to correspond to each target person in the designated group. 26w is displayed on the fatigue degree map 25.
  • the display control unit 16 can preferably present to the viewer the fatigue state of each subject in the designated group based on the mental fatigue level, the physical fatigue level, and the total fatigue level.
  • FIG. 6 shows a second display example of the fatigue confirmation screen in the second display mode.
  • the display control unit 16 displays on the fatigue degree map 25 two-dimensional coordinates in which the horizontal axis of the fatigue degree map 25 is the physical fatigue degree and the vertical axis of the fatigue degree map 25 is the mental fatigue degree.
  • the display control unit 16 displays icons 26x to 26w corresponding to each target person in the designated group based on the mental fatigue level and the physical fatigue level of each target person in the designated group stored in the fatigue degree storage unit 41. Display on dimensional coordinates.
  • the display control unit 16 displays contour lines based on the total fatigue level on the two-dimensional coordinates based on the total fatigue level of each subject.
  • the display control unit 16 displays a curve (here, an arc) indicating a boundary value (here, 40, 55, 70) which is a plurality of delimiters of the total fatigue degree on the two-dimensional coordinates.
  • the display control unit 16 colors the regions on the two-dimensional coordinates separated by the boundary value of the total fatigue degree with different colors.
  • the display control unit 16 arranges the arcs indicating each boundary value so that at least the magnitude relationship between the total fatigue level of each target person in the designated group and the boundary value corresponding to each arc matches.
  • the display control unit 16 can preferably present to the viewer the fatigue state of each subject in the designated group based on the mental fatigue level, the physical fatigue level, and the total fatigue level.
  • the mode for displaying the fatigue state of each subject in the designated group based on the mental fatigue level, the physical fatigue level, and the total fatigue level is not limited to the examples shown in FIGS. 5 and 6.
  • the display control unit 16 sets the two-dimensional coordinate axes of the fatigue map 25 according to the two types of fatigue, and the size of the icon of each target person in the designated group according to the remaining one type of fatigue.
  • the shape or color may be changed. That is, the display control unit 16 may use the icon itself as a medium (third axis) representing the third index.
  • the display control unit 16 displays the contour lines of the total fatigue level, which is a third index, on the fatigue level map 25, but the color of the icon of the target person is higher as the total fatigue level is higher.
  • the icon shape may be defined as a shape that darkens, increases the icon size, or / and has a large number of vertices.
  • the display control unit 16 may display the icon so that the number of the third index (for example, the value of the total fatigue degree) is displayed on the icon itself.
  • the display control unit 16 may display an icon so that the photograph of the target person and the numerical value of the third axis are alternately displayed at regular intervals.
  • the display control unit 16 may display the fatigue degree map 25 by three-dimensional display based on computer graphics.
  • the display control unit 16 displays a three-dimensional coordinate space of mental fatigue degree, physical fatigue degree, and total fatigue degree, and displays an icon corresponding to each target person of the designated group in the space for each target person. It is displayed according to the position according to the fatigue state of.
  • the display control unit 16 can suitably present the fatigue state of each subject of the designated group based on the mental fatigue degree, the physical fatigue degree, and the total fatigue degree to the viewer.
  • the display control unit 16 visualizes the relationship between the activity of the subject and fatigue based on the activity information stored in the activity information storage unit 42. Specifically, the display control unit 16 displays on the fatigue degree map 25 information on the amount of activity indicated by the activity information stored in the activity information storage unit 42, in addition to the fatigue state of each subject.
  • FIG. 7 is a display example of the fatigue confirmation screen in the third display mode.
  • the display control unit 16 maps the icons 26x to 26w on the two-dimensional coordinates in which the horizontal axis of the fatigue map 25 is the physical fatigue and the vertical axis of the fatigue map 25 is the amount of activity based on the activity information. Display on 25.
  • the "activity amount” is a value indicating the degree of activity immediately before the measurement of the fatigue degree on the day specified in the date selection field 20 or within a predetermined period (here, the latest 24 hours) immediately before the measurement. ing.
  • This amount of activity includes at least one of the activity content (for example, the practice menu if the subject is an athlete), the intensity of the activity (for example, the exercise intensity if the subject is an athlete), and the activity time. It may be an index that takes into consideration comprehensively.
  • the amount of activity is associated with each subject as, for example, activity information. If there are a plurality of activities performed by one target person within the last 24 hours, the display control unit 16 may consider the total value of the activity amounts of these activities as the activity amount of the target person.
  • the display control unit 16 sets the size of the icons 26x to 26w in the fatigue degree map 25 to a size corresponding to the total fatigue degree of the corresponding target person. Further, the display control unit 16 displays statistical information (average, maximum value, and minimum value) of the activity amount in addition to the statistical information of each fatigue degree in the statistical display column 27.
  • the display control unit 16 can preferably present information indicating the relationship between the activity of the subject and fatigue to the viewer.
  • the display control unit 16 visualizes the relationship between the activity of the subject and fatigue, as in the third display mode, and specifically, regarding changes in the fatigue state before and after the activity. Display information on the fatigue confirmation screen.
  • FIG. 8 is a first display example of the fatigue confirmation screen in the fourth display mode.
  • the display control unit 16 since the “state transition display before and after the activity” is selected in the option selection field 23, the display control unit 16 further provides an activity selection field 24 for the viewer to further specify the reference activity. it's shown.
  • the display control unit 16 sets the history of activities performed in the past by the target person belonging to the designated group as a candidate for the activity to be selected in the activity selection column 24 based on the activity information stored in the activity information storage unit 42. Display as selectable.
  • “Activity A” executed on January 24, 2019 is selected in the activity selection column 24 as the target activity.
  • the display control unit 16 has the activity designated in the activity selection column 24 (also referred to as “designated activity”) on the fatigue degree map 25 based on the selection results of the option selection column 23 and the activity selection column 24.
  • the transition of the fatigue state of each subject in the designated group before and after is displayed.
  • the display control unit 16 has various fatigue levels (physical fatigue level, before and after the designated activity of each subject in the designated group acquired by referring to the fatigue level storage unit 41 and the activity information storage unit 42. Obtain mental fatigue and total fatigue).
  • the display control unit 16 displays the fatigue state of each target person in the designated group immediately before the execution of the designated activity by the icons 26xa to 26wa, and the fatigue state of each target person in the designated group immediately after the execution of the designated activity.
  • the display control unit 16 arranges the icons 26xa to 26wa and the icons 26xb to 26wb at positions corresponding to the physical fatigue level and the mental fatigue level on the two-dimensional coordinates of the physical fatigue level and the mental fatigue level. , And set the icon size to the size corresponding to the corresponding total fatigue level.
  • the display control unit 16 starts from the icons 26xa to 26wa indicating the fatigue state before the designated activity for each target person, and sets the end points to the icons 26xb to 26wb indicating the fatigue state after the designated activity for the same target person.
  • An arrow is provided.
  • the display control unit 16 displays statistical information regarding the increase / decrease in the degree of fatigue before and after the designated activity for each target person in the designated group in the statistical display column 27. Specifically, the display control unit 16 has an average value, a maximum value, and a minimum value, which are statistics related to an increase / decrease in the degree of physical fatigue, an increase / decrease in the degree of mental fatigue, and an increase / decrease in the total degree of fatigue due to the designated activity “Activity A”. Is displayed.
  • the display control unit 16 can preferably present to the viewer information indicating the relationship between the activity arbitrarily designated by the viewer and the fatigue of the subject. ..
  • the display control unit 16 displays the transition of the fatigue state of each subject of the designated group before and after the lapse of the designated time, instead of displaying the transition of the fatigue state of each subject of the designated group before and after the designated activity.
  • the "designated time” may be a time length in units of time (Hour) specified by the user, or may be a time length in units of days or weeks. Further, even if the "transition of the fatigue state of the subject before and after the lapse of the specified time" refers to the transition of the fatigue state of the subject in two different time zones specified by the user, such as morning and night. good. In this case, the display control unit 16 can suitably present to the viewer the change in the fatigue state of each subject before and after a time arbitrarily designated by the viewer.
  • FIG. 9 is a second display example of the fatigue confirmation screen in the fourth display mode.
  • "display of difference value before and after activity” is selected in the option selection column 23, and "activity A” executed on January 24, 2019 is selected as a designated activity in the activity selection column 24. There is.
  • the display control unit 16 has various fatigue levels (physical fatigue level, mental fatigue level) before and after the designated activity of each subject of the designated group acquired by referring to the fatigue level storage unit 41 and the activity information storage unit 42.
  • the difference value of each fatigue level before and after the designated activity is calculated based on the degree and total fatigue level.
  • the display control unit 16 displays the icons 26x to 26w corresponding to each target person in the designated group on the fatigue degree map 25 based on the calculated difference value of each fatigue degree.
  • the map selection field 22 "physical fatigue x mental fatigue & total fatigue is reflected in the icon size" is selected.
  • the display control unit 16 arranges each icon 26x to 26w at a position corresponding to the difference value of the physical fatigue degree and the mental fatigue degree of the corresponding subject, and the total of the corresponding subjects. Set the size according to the difference value of the degree of fatigue.
  • the display control unit 16 can preferably present to the viewer the change in the fatigue state of each subject before and after the activity arbitrarily designated by the viewer.
  • the display control unit 16 displays information on the change in the fatigue state from the time specified by the viewer to the present, instead of displaying the information on the change in the fatigue state before and after the designated activity. You may. In this case, the display control unit 16 accepts an input for designating a date or the like for comparing fatigue states on the fatigue confirmation screen.
  • the display control unit 16 displays the fatigue degree map 25 that clearly shows the commonality of the attributes between the subjects based on the attribute information stored in the attribute information storage unit 43.
  • FIG. 10 is a display example of the fatigue confirmation screen in the fifth display mode.
  • "classification by attribute A” is selected in the option selection field 23. Therefore, the display control unit 16 extracts the attribute information related to the attribute A of each target person in the designated group from the attribute information storage unit 43, and has the same classification on the fatigue degree map 25 so that the classification of the attribute A becomes clear.
  • the subjects are surrounded by a frame 29 and a frame 30 and displayed. Attribute A corresponds to, for example, age (age), gender, or a group based on a classification different from the designated group.
  • the display control unit 16 frames the icons 26y, 26v, and 26w corresponding to these. Enclosed by 29, it is clearly shown that these are common to attribute A.
  • the display control unit 16 has the attributes A of the target persons “xxx” and “xxx” common in the classification “a2”, the icons 26x and 26z corresponding to these are surrounded by the frame 30, and these are surrounded by a frame 30. It is clearly stated that the attributes A are common.
  • the display control unit 16 detects that the display button 28A for the person with the highest total fatigue level is selected, the display control unit 16 has n persons with the highest total fatigue level among the subjects who belong to the designated group and have the attribute a1. n is an integer of 1 or more) and displays the information of the person. In this case, the display control unit 16 displays, for example, a list showing the names and the like of the superiors of the total fatigue degree together with the information of various fatigue degrees of each of the superiors on the fatigue confirmation screen or in a separate window.
  • the display control unit 16 detects that the display button 28B of the person with the highest total fatigue level is selected, the display control unit 16 belongs to the designated group and has the attribute a2, among the target persons having the attribute a2, the total fatigue level is the highest n people.
  • the information of the person who becomes (n is an integer of 1 or more) is displayed.
  • the display control unit 16 can suitably clearly indicate the commonality of the attributes between the subjects on the fatigue degree map 25 based on the attribute information.
  • the display control unit 16 may change the color of the icon for each target person having the same attribute instead of surrounding the icon of the target person having the same attribute specified by the viewer with a frame on the fatigue degree map 25. Often, the shapes or sizes of the icons may be different. Even in these cases, the display control unit 16 can suitably clearly indicate the commonality of the attributes between the subjects on the fatigue degree map 25.
  • the display control unit 16 displays a fatigue confirmation screen for the target person (also referred to as “designated target person”) designated by the viewer.
  • FIG. 11 is a display example of the fatigue confirmation screen in the sixth display mode.
  • the display control unit 16 detects that the viewer is selected by clicking the icon of the target person displayed on the fatigue degree map 25 or by mouse over on the fatigue confirmation screen of any one of FIGS. 4 to 10. .. Then, the display control unit 16 regards the selected target person (here, “xxv”) as the designated target person, and displays the fatigue confirmation screen shown in FIG. 11 regarding the fatigue of the designated target person.
  • the display control unit 16 is provided with an attribute information display area 31, a latest fatigue degree display area 32, and an activity content detail display area 33.
  • the display control unit 16 extracts the attribute information of the designated target person (here, “xxv”) from the attribute information storage unit 43, and sets the attribute of the designated target person indicated by the extracted attribute information in the attribute information display area 31. indicate. Further, the display control unit 16 extracts the latest various fatigue degrees of the designated subject from the fatigue degree storage unit 41 and the like, and displays the extracted latest various fatigue degrees on the latest fatigue degree display area 32.
  • the display control unit 16 extracts the fatigue level and activity information for the designated target person from the fatigue level storage unit 41 and the activity information storage unit 42, respectively, so that the details of the activity content of the designated target person can be displayed in detail. Displayed on the area 33.
  • the display control unit 16 provides an activity selection column 34 for selecting the activity of the designated target person to be displayed in detail on the activity content detail display area 33, and the content for the activity specified in the activity selection column 34 and the activity.
  • the change in the degree of fatigue of the designated subject before and after the activity is displayed.
  • the display control unit 16 displays the activity time, activity intensity, etc. of the activity A on the activity content detailed display area 33. It is displayed in.
  • the activity intensity is an index showing the degree of intensity of the activity in 10 stages, and may be synonymous with the above-mentioned activity amount, or may be one index used for calculating the activity amount. good.
  • the display control unit 16 displays a table 35 showing the mental fatigue level, the physical fatigue level, and the total fatigue level before and after the execution of the activity A on the activity content detailed display area 33.
  • the display control unit 16 can suitably present the details of the information regarding the fatigue of any designated target person designated by the viewer to the viewer on the fatigue confirmation screen.
  • FIG. 12 is an example of a flowchart showing a procedure of processing executed by the information processing apparatus 1 in the first embodiment.
  • the information processing apparatus 1 repeatedly executes the processing of the flowchart shown in FIG.
  • the information processing device 1 has information of each storage unit stored in the storage device 4 based on at least one of the input signal S1 supplied from the input device 2 and the sensor signal S3 supplied from the sensor 5. Is updated (step S11). For example, when the input receiving unit 14 receives the input signal S1 or the sensor signal S3 corresponding to the fatigue-related information for estimating fatigue, the fatigue estimation unit 15 is acquired by the input receiving unit 14. Various fatigue levels are estimated based on fatigue-related information. Then, the fatigue estimation unit 15 stores the estimation result in the fatigue degree storage unit 41 in association with the date, the subject ID, and the like. Further, when the input receiving unit 14 receives the input signal S1 related to the activity, the input receiving unit 14 updates the activity information storage unit 42 based on the received input signal S1.
  • the display control unit 16 determines whether or not there is a display request for information related to fatigue (step S12). For example, when the input receiving unit 14 acquires the input signal S1 requesting the display of the fatigue confirmation screen, the display control unit 16 determines that the display request has been made. Then, when the display control unit 16 determines that there is a display request for the state related to fatigue (step S12; Yes), the display control unit 16 refers to at least the fatigue degree storage unit 41, and the target person is based on a plurality of fatigue degrees of the target person. Information on fatigue is displayed on the display device 3 (step S13). For example, the display control unit 16 generates a display signal S2 for displaying the fatigue confirmation screen shown in any one of FIGS. 4 to 11, and transmits the generated display signal S2 to the display device 3. The fatigue confirmation screen shown in any of 4 to 11 is displayed on the display device 3.
  • the display control unit 16 displays a fatigue confirmation screen based on an index (for example, health or energy) that becomes lower as the fatigue level increases, instead of the physical fatigue level, mental fatigue level, and total fatigue level. You may.
  • the display control unit 16 sets the "physical health degree” obtained by subtracting the physical fatigue degree from 100, the “mental health degree” obtained by subtracting the mental fatigue degree from 100, and the total fatigue degree from 100 as the above indicators.
  • the fatigue confirmation screen is displayed using the subtracted "total health level". Also with this, the display control unit 16 can suitably present the fatigue state of the subject from various viewpoints.
  • the information processing device 1 refers to the fatigue level storage unit 41 in which the fatigue level estimated by another device is stored. May be good. In this case, the information processing device 1 does not receive the sensor signal S3 from the sensor 5, and refers to the fatigue degree storage unit 41 that is updated by another device based on the output of the sensor 5 or the like at the display timing of the fatigue confirmation screen or the like. By doing so, the display signal S2 to be supplied to the display device 3 is generated. Also in this aspect, the information processing apparatus 1 can suitably present information on fatigue to the viewer.
  • FIG. 13 shows a schematic configuration diagram of the fatigue analysis system 100A according to the second embodiment.
  • the storage device 4 has a countermeasure rule storage unit 44 that stores countermeasure rules for fatigue for each subject.
  • the information processing apparatus 1A in the second embodiment presents countermeasures according to the fatigue state of the subject by referring to the countermeasure rules stored in the countermeasure rule storage unit 44 of the storage device 4, and countermeasures. It differs from the information processing apparatus 1 of the first embodiment in that the countermeasure rule stored in the rule storage unit 44 is updated.
  • the same components as those in the first embodiment will be appropriately designated with the same reference numerals, and the description thereof will be omitted. It is assumed that the information processing apparatus 1A has the same hardware configuration as the hardware configuration of the information processing apparatus 1 shown in FIG.
  • FIG. 14 is an example of the functional block of the information processing apparatus 1A in the second embodiment.
  • the processor 11 of the information processing device 1A functionally has an input receiving unit 14, a fatigue estimation unit 15, a display control unit 16, and a countermeasure rule updating unit 17.
  • the display control unit 16 refers to the fatigue degree storage unit 41, the activity information storage unit 42, the attribute information storage unit 43, and the countermeasure rule storage unit 44, and the fatigue confirmation screen for the display device 3 in the first embodiment. Controls various displays related to. Further, in addition to this, the display control unit 16 controls to display measures according to the fatigue state of the designated target person on the fatigue confirmation screen when displaying a personal fatigue confirmation screen for the designated target person. I do.
  • "countermeasure” indicates an activity recommended by the information processing apparatus 1 to the designated target person, and the display control unit 16 refers to the countermeasure rule storage unit 44 according to the fatigue state of the designated target person. Propose the execution of optimal activities.
  • the countermeasure rule update unit 17 updates the countermeasure rule for each individual stored in the countermeasure rule storage unit 44 based on the activity information stored in the activity information storage unit 42. In this case, the countermeasure rule update unit 17 learns the effect on each activity for each subject based on the degree of change in various fatigue levels before and after each of the past activities executed by each subject. Update the countermeasure rules for each person.
  • FIG. 15 shows an example of the data structure of the activity information stored in the activity information storage unit 42.
  • the activity information shown in FIG. 15 mainly has each item of "target person”, “implementation date and time”, “activity content”, and "increase / decrease in fatigue level”.
  • Activity content indicates the activity performed by the corresponding target person.
  • each subject is an athlete, and each subject executes a menu such as a practice menu or a fatigue recovery menu as an activity.
  • "Increase / decrease in fatigue level” corresponds to the effect of the corresponding activity, and indicates the amount of change in the physical fatigue level, the mental fatigue level, and the total fatigue level before and after the corresponding activity, respectively.
  • the increase / decrease in the degree of fatigue per unit time may be recorded in the "increase / decrease in the degree of fatigue”.
  • the display control unit 16 calculates information corresponding to the item of "fatigue degree increase / decrease" based on the fatigue degree stored in the fatigue degree storage unit 41. By doing so, the information may be acquired.
  • FIG. 16 shows an example of the data structure of the countermeasure rule stored in the countermeasure rule storage unit 44.
  • the countermeasure rule shown in FIG. 16 is a table and mainly has each item of "target person", "condition", and "countermeasure content”.
  • the "condition” has at least a "time” indicating a temporal condition and a "fatigue degree” indicating a condition relating to at least one of a physical fatigue degree, a mental fatigue degree, and a total fatigue degree as sub-items.
  • the timing conditions for example, when the target person is an athlete, the measures can be changed depending on whether it is the time to build physical strength for the tournament or the time to emphasize the condition immediately before the tournament. ..
  • the measures related to various degrees of fatigue it is possible to formulate optimal measures according to the fatigue state of the subject.
  • Countermeasure details indicates the countermeasures to be presented to the target person when the conditions indicated by the “conditions” are met.
  • the measures recorded in the “measure contents” are activities that are recommended to be executed when the conditions indicated by the “conditions” are satisfied, and the effects of each past activity for each target person based on the activity information ( That is, it is determined based on the degree of change in the degree of fatigue before and after each activity for each subject).
  • each subject is an athlete, and a practice menu or a fatigue recovery menu is presented as a countermeasure.
  • the fatigue recovery menu refers to a menu (treatment) that gives top priority to recovery or treatment of the subject such as massage.
  • the countermeasure rule update unit 17 learns the activity corresponding to the above-mentioned activity condition for each target person based on the activity information of each target person, and updates the content of the "countermeasure content" of each record based on the learning result. do.
  • the countermeasure rule update unit 17 refers to the activity information of the target person (here, “xxx”) at the update timing of the countermeasure rule, and increases / decreases the degree of physical fatigue of each activity executed by the target person. Is calculated.
  • This increase / decrease value may be an increase / decrease value per unit time, or may be a representative value such as an average value when there are a plurality of histories of the same activity.
  • the countermeasure rule updating unit 17 is based on the calculated increase / decrease value of the physical fatigue level for each activity (menu), and the top three menus with high physical fatigue levels (here, "menu 18", “menu 5", “menu 5", “ Menu 25 ”) is specified, and these are recorded in the" countermeasure content "of the first record.
  • the countermeasure rule update unit 17 updates the item of "countermeasure content” by performing the above processing for all the records of the countermeasure rule.
  • the countermeasure rule update timing by the countermeasure rule update unit 17 may be a periodic timing or a timing based on the user's request.
  • the countermeasure rule update unit 17 can suitably determine the countermeasures to be applied according to the current fatigue state of each subject based on the actual results of changes in the fatigue level of the past activities of each subject.
  • the table of countermeasure rules shown in FIG. 16 is an example, and various changes may be applied.
  • the above table contains text information indicating the message text to be displayed on the fatigue confirmation screen, information on priority in case of duplicate application, or information necessary for displaying or updating other measures. May be good.
  • FIG. 17 is a display example of the fatigue confirmation screen in the second embodiment.
  • the fatigue confirmation screen shown in FIG. 17 is a screen relating to an individual's fatigue state when a specific target person (here, “xxv”) is designated.
  • the display control unit 16 takes measures in addition to the attribute information display area 31, the latest fatigue degree display area 32, and the activity content detail display area 33, which display the same contents as the fatigue confirmation screen shown in FIG.
  • the display area 36 is provided on the fatigue confirmation screen.
  • the display control unit 16 displays the countermeasures based on the countermeasure rules for the target person stored in the countermeasure rule storage unit 44, the latest fatigue level of the target person, and the current date (February 11, 2019). Determine the measures to be presented in area 36.
  • the condition timing condition: 2019 2 in which the current fatigue state and the current date and time of the target person “xxxy” are associated with the record related to the countermeasure rule “xxxy” shown in FIG. From the 1st to the 15th of February, it is determined that the fatigue level condition: the physical fatigue level is 70 or less and the total fatigue level is 80 or less). Therefore, in this case, the display control unit 16 sets the "menu 18", “menu 25", and “menu 3" recorded in the "measure content" of the record as the activity to be executed by the target person, and the countermeasure display area 36 Presented above.
  • the display control unit 16 can present an activity suitable for the current state of the target person as a countermeasure in consideration of individual differences in the degree of fatigue (effect) due to the execution of the activity.
  • FIG. 18 shows a schematic configuration of the fatigue analysis system 100B according to the third embodiment.
  • the fatigue analysis system 100B according to the third embodiment is a system of a server client model, and the information processing device 1B functioning as a server device is the information processing device 1 in the first embodiment or the information processing device 1A in the second embodiment. Perform processing.
  • the same components as those of the first embodiment or the second embodiment will be appropriately designated by the same reference numerals, and the description thereof will be omitted.
  • the fatigue analysis system 100A mainly includes an information processing device 1B that functions as a server, a storage device 4 that stores data necessary for fatigue estimation processing, and a terminal device 8 that functions as a client. Have.
  • the information processing device 1A and the terminal device 8 perform data communication via the network 7.
  • the terminal device 8 is a terminal having an input function, a display function, and a communication function, and functions as the input device 2 and the display device 3 shown in FIG.
  • the terminal device 8 may be, for example, a personal computer, a tablet terminal, a PDA (Personal Digital Assistant), or the like.
  • the terminal device 8 transmits a biological signal output by a sensor (not shown), information based on user input, or the like to the information processing device 1A.
  • the information processing device 1B has the same configuration as the information processing device 1 shown in FIGS. 1 to 3, for example. Then, the information processing device 1B receives information or the like acquired from the input device 2 and the sensor 5 by the information processing device 1 shown in FIG. 1 from the terminal device 8 via the network 7, and each storage unit of the storage device 4 has. Update the information of. Further, the information processing device 1B transmits a display signal S2 indicating the calculated information on the fatigue level to the terminal device 8 via the network 7 based on the display request from the terminal device 8. Thereby, the information processing apparatus 1B can suitably present the information regarding the degree of fatigue to the user of the terminal apparatus 8.
  • FIG. 19 is a block diagram of the information processing apparatus 1C according to the fourth embodiment.
  • the information processing apparatus 1C mainly includes an acquisition means 15C and a display control means 16C.
  • the information processing device 1C may be composed of a plurality of devices.
  • the acquisition means 15C acquires at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree.
  • the "first degree of fatigue” and the “second degree of fatigue” can be, for example, any of the degree of physical fatigue, the degree of mental fatigue, and the degree of total fatigue.
  • the acquisition means 15C may acquire the first fatigue degree and the second fatigue degree by estimating based on the information about the subject, and the first estimated in advance and stored in a predetermined storage device or the like.
  • the fatigue degree and the second fatigue degree may be acquired.
  • the acquisition means 15C can be, for example, the fatigue estimation unit 15 in the first to third embodiments.
  • the display control means 16C displays information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree.
  • the "target person” may be one person or a plurality of people.
  • the "information about fatigue” corresponds to, for example, the information shown in the fatigue degree map 25 of the first embodiment, the statistical display column 27, the latest fatigue degree display area 32, the table 35, and the countermeasure display area 36 of the second embodiment. ..
  • "displaying” is not limited to a mode in which predetermined information is displayed on a display or the like included in the information processing device 1C, and the display signal is supplied to an external display device other than the information processing device 1C. It also includes a mode in which a predetermined information is displayed on an external device.
  • the display control means 16C can be, for example, the display control unit 16 in the first to third embodiments.
  • FIG. 20 is an example of a flowchart executed by the information processing apparatus 1C in the fourth embodiment.
  • the acquisition means 15C acquires at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree (step S21).
  • the display control means 16C displays information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree (step S22).
  • the information processing apparatus 1C according to the fourth embodiment can suitably present the fatigue state of the subject to the viewer from a multifaceted viewpoint using the fatigue degrees of a plurality of indexes.
  • Non-temporary computer-readable media include various types of tangible storage media.
  • Examples of non-temporary computer-readable media include magnetic storage media (eg, flexible disks, magnetic tapes, hard disk drives), magneto-optical storage media (eg, magneto-optical disks), CD-ROMs (ReadOnlyMemory), CD-Rs, Includes CD-R / W, semiconductor memory (eg, mask ROM, PROM (Programmable ROM), EPROM (Erasable PROM), flash ROM, RAM (RandomAccessMemory)).
  • the program may also be supplied to the computer by various types of transient computer readable medium.
  • Examples of temporary computer readable media include electrical, optical, and electromagnetic waves.
  • the temporary computer-readable medium can supply the program to the computer via a wired communication path such as an electric wire and an optical fiber, or a wireless communication path.
  • Information processing device with. [Appendix 2] The target persons are a plurality of persons. The information processing apparatus according to Appendix 1, wherein the display control means displays information regarding the fatigue of each of the subjects.
  • the display control means displays a map relating to the first fatigue degree and the second fatigue degree of each of the subjects as information regarding the fatigue, based on the first fatigue degree and the second fatigue degree.
  • the information processing device according to Appendix 2.
  • the acquisition means further acquires attribute information regarding each attribute of the target person, and obtains the attribute information.
  • the display control means displays, as information on the fatigue, the map that clearly shows the commonality of the attributes between the subjects based on the first fatigue degree, the second fatigue degree, and the attribute information.
  • the information processing apparatus according to Appendix 3.
  • the information processing apparatus according to any one of Supplementary note 2 to 4, wherein the display control means displays statistical information on the first fatigue degree and the second fatigue degree of the subject as information on the fatigue.
  • the acquisition means further acquires a third fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree and the second fatigue degree.
  • the display control means according to any one of Supplementary note 1 to 5, which displays information on the fatigue of the subject based on the first fatigue degree, the second fatigue degree, and the third fatigue degree.
  • Information processing equipment [Appendix 7] The display control means determines the display position of the target person based on the first fatigue degree and the second fatigue degree, and based on the third fatigue degree, the display control means of the target person at the display position.
  • the information processing apparatus according to Appendix 6, which displays a map in which a display mode is determined as information on the fatigue.
  • the acquisition means obtains the degree of physical fatigue indicating the degree of physical fatigue of the subject, the degree of mental fatigue indicating the degree of mental fatigue of the subject, and the degree of total fatigue of the subject.
  • the information processing apparatus according to any one of Supplementary note 1 to 7, wherein at least two of the indicated total fatigue degrees are acquired as the first fatigue degree and the second fatigue degree.
  • the acquisition means further acquires activity information regarding the activity of the subject who has affected the fatigue of the subject.
  • the display control means displays information indicating the relationship between the activity and the fatigue of the subject based on the activity information, the first fatigue degree, and the second fatigue degree.
  • the information processing device according to any one of the items.
  • the display control means displays information indicating changes in the first fatigue degree and the second fatigue degree before and after the activity based on the activity information, the first fatigue degree, and the second fatigue degree. ,
  • the information processing apparatus according to Appendix 9.
  • the display control means displays a map showing the relationship between the activity amount of the subject and the fatigue state of the subject based on the activity information, the first fatigue degree, and the second fatigue degree.
  • the information processing apparatus according to 9.
  • the display control means displays information indicating measures to be taken by the subject based on the first fatigue degree and the second fatigue degree as information on the fatigue of the subject, Appendix 1 to 11.
  • the information processing device according to any one of the items.
  • the display control means refers to a countermeasure rule in which a condition relating to fatigue and a countermeasure to be taken when the condition is satisfied are at least associated with each other, and the first fatigue degree and the second fatigue degree are set to at least one.
  • the information processing apparatus which determines the measures based on the above.
  • the information processing apparatus according to Appendix 13, further comprising a countermeasure rule updating means for updating the countermeasure rule based on the degree of change in the fatigue state of the subject before and after each of the activities executed by the subject.
  • a countermeasure rule updating means for updating the countermeasure rule based on the degree of change in the fatigue state of the subject before and after each of the activities executed by the subject.
  • Appendix 15 By computer At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired. Information on the subject's fatigue is displayed based on the first fatigue degree and the second fatigue degree. Control method.
  • At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired.
  • a storage medium in which a program for causing a computer to execute a process of displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree is stored.

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Abstract

An information processing device 1C mainly comprises an acquiring means 15C and a display control means 16C. The acquiring means 15C acquires at least a first fatigue degree indicating a degree of fatigue of a subject and a second fatigue degree indicating a degree of fatigue based on an index different from that of the first fatigue degree. The display control means 16C displays information relating to fatigue of the subject on the basis of the first fatigue degree and the second fatigue degree.

Description

情報処理装置、制御方法及び記憶媒体Information processing equipment, control method and storage medium
 本開示は、疲労に関する情報の表示を行う情報処理装置、制御方法及び記憶媒体の技術分野に関する。 This disclosure relates to the technical fields of information processing devices, control methods, and storage media for displaying information on fatigue.
 疲労度を推定し、推定結果をユーザに提示する装置又はシステムが知られている。例えば、特許文献1には、被験者の疲労度を判定し、その判定結果を、「良好」、「注意」又は「要注意」なる文字により表示を行う疲労度判定システムが開示されている。この疲労度判定システムでは、被験者の疲労度の度合いを視覚的に表示するグラフを表示する点についても開示されている。 A device or system that estimates the degree of fatigue and presents the estimation result to the user is known. For example, Patent Document 1 discloses a fatigue degree determination system that determines the degree of fatigue of a subject and displays the determination result in characters such as "good", "caution", or "need attention". This fatigue degree determination system also discloses a point of displaying a graph that visually displays the degree of fatigue of a subject.
特開2010-201113号公報Japanese Unexamined Patent Publication No. 2010-201113
 人が感じる疲労には、身体的な疲労や精神的な疲労などがあり、ユーザがどの疲労度を重視するかについては、被験者の個人差や時期等の様々な要因によって異なる。特許文献1には、このような課題を考慮した疲労度の表示については、何ら開示されていない。 Fatigue felt by humans includes physical fatigue and mental fatigue, and which degree of fatigue the user places importance on depends on various factors such as individual differences and timing of the subjects. Patent Document 1 does not disclose any indication of the degree of fatigue in consideration of such a problem.
 本開示の目的は、上述した課題を鑑み、疲労に関する情報を好適に表示することが可能な情報処理装置、制御方法及び記憶媒体を提供することである。 An object of the present disclosure is to provide an information processing device, a control method, and a storage medium capable of suitably displaying information on fatigue in view of the above-mentioned problems.
 情報処理装置の一の態様は、
 対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得する取得手段と、
 前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する表示制御手段と、
を有する情報処理装置である。
One aspect of the information processing device is
An acquisition means for acquiring at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree.
A display control means for displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree, and a display control means.
It is an information processing device having.
 制御方法の一の態様は、コンピュータにより、
 対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得し、
 前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する、
制御方法である。なお、「コンピュータ」は、あらゆる電子機器(電子機器に含まれるプロセッサであってもよい)を含み、かつ、複数の電子機器により構成されてもよい。
One aspect of the control method is by computer.
At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired.
Information on the subject's fatigue is displayed based on the first fatigue degree and the second fatigue degree.
It is a control method. The "computer" includes any electronic device (which may be a processor included in the electronic device), and may be composed of a plurality of electronic devices.
 記憶媒体の一の態様は、
 対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得し、
 前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する処理をコンピュータに実行させるプログラムが格納された記憶媒体である。
One aspect of the storage medium is
At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired.
It is a storage medium in which a program for causing a computer to execute a process of displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree is stored.
 本開示によれば、疲労度に関する情報を好適に表示することができる。 According to the present disclosure, information on the degree of fatigue can be suitably displayed.
第1実施形態に係る疲労分析システムの概略構成を示す。A schematic configuration of the fatigue analysis system according to the first embodiment is shown. 情報処理装置のハードウェア構成を示す。The hardware configuration of the information processing device is shown. 情報処理装置の機能ブロックの一例である。This is an example of a functional block of an information processing device. 第1表示態様における疲労確認画面の表示例を示す。A display example of the fatigue confirmation screen in the first display mode is shown. 第2表示態様における疲労確認画面の第1表示例を示す。A first display example of the fatigue confirmation screen in the second display mode is shown. 第2表示態様における疲労確認画面の第2表示例を示す。A second display example of the fatigue confirmation screen in the second display mode is shown. 第3表示態様における疲労確認画面の表示例である。This is a display example of the fatigue confirmation screen in the third display mode. 第4表示態様における疲労確認画面の第1表示例である。This is a first display example of the fatigue confirmation screen in the fourth display mode. 第4表示態様における疲労確認画面の第2表示例である。This is a second display example of the fatigue confirmation screen in the fourth display mode. 第5表示態様における疲労確認画面の表示例である。This is a display example of the fatigue confirmation screen in the fifth display mode. 第6表示態様における疲労確認画面の表示例である。This is a display example of the fatigue confirmation screen in the sixth display mode. 第1実施形態において情報処理装置が実行する処理の手順を示すフローチャートの一例である。This is an example of a flowchart showing a procedure of processing executed by the information processing apparatus in the first embodiment. 第2実施形態における疲労分析システムの概略構成図を示す。The schematic block diagram of the fatigue analysis system in 2nd Embodiment is shown. 第2実施形態における情報処理装置の機能ブロックの一例である。It is an example of the functional block of the information processing apparatus in the 2nd Embodiment. 活動情報記憶部が記憶する活動情報のデータ構造の一例を示す。An example of the data structure of the activity information stored in the activity information storage unit is shown. 対策ルール記憶部が記憶する対策ルールのデータ構造の一例を示す。An example of the data structure of the countermeasure rule stored in the countermeasure rule storage unit is shown. 第2実施形態における疲労確認画面の表示例である。This is a display example of the fatigue confirmation screen in the second embodiment. 第3実施形態における疲労分析システムの概略構成を示す。The schematic configuration of the fatigue analysis system in the third embodiment is shown. 第4実施形態における情報処理装置のブロック図である。It is a block diagram of the information processing apparatus in 4th Embodiment. 第4実施形態において情報処理装置が実行するフローチャートの一例である。This is an example of a flowchart executed by the information processing apparatus in the fourth embodiment.
 以下、図面を参照しながら、情報処理装置、制御方法及び記憶媒体の実施形態について説明する。 Hereinafter, embodiments of an information processing device, a control method, and a storage medium will be described with reference to the drawings.
 <第1実施形態>
 (1)システム構成
 図1は、第1実施形態に係る疲労分析システム100の概略構成を示す。疲労分析システム100は、疲労を分析する対象となる団体に属する各対象者の疲労に関する分析を行い、分析結果の可視化を行う。疲労分析システム100は、主に、情報処理装置1と、入力装置2と、表示装置3と、記憶装置4と、センサ5とを備える。ここで、「対象者」は、疲労状態の管理が必要な人であって、例えば、組織に属するスポーツ選手又は従業員などが該当する。
<First Embodiment>
(1) System Configuration Figure 1 shows a schematic configuration of the fatigue analysis system 100 according to the first embodiment. The fatigue analysis system 100 analyzes the fatigue of each subject belonging to the organization to be analyzed for fatigue, and visualizes the analysis result. The fatigue analysis system 100 mainly includes an information processing device 1, an input device 2, a display device 3, a storage device 4, and a sensor 5. Here, the "target person" is a person who needs to manage the fatigue state, and corresponds to, for example, an athlete or an employee belonging to an organization.
 情報処理装置1は、通信網を介し、又は、無線若しくは有線による直接通信により、入力装置2、表示装置3、及びセンサ5とデータ通信を行う。そして、情報処理装置1は、入力装置2から供給される入力信号「S1」、センサ5から供給されるセンサ信号「S3」、及び記憶装置4に記憶された情報に基づいて、対象者の疲労の分析を行う。また、情報処理装置1は、対象者の疲労の分析結果に基づき表示信号「S2」を生成し、生成した表示信号S2を表示装置3に供給する。 The information processing device 1 performs data communication with the input device 2, the display device 3, and the sensor 5 via a communication network or by direct communication by radio or wire. Then, the information processing device 1 is fatigued by the subject based on the input signal "S1" supplied from the input device 2, the sensor signal "S3" supplied from the sensor 5, and the information stored in the storage device 4. Perform an analysis of. Further, the information processing device 1 generates a display signal "S2" based on the analysis result of the fatigue of the subject, and supplies the generated display signal S2 to the display device 3.
 入力装置2は、各対象者に関する情報のユーザ入力(手入力)を受け付けるインターフェースであり、例えば、対象者の疲労の推定に必要な情報、又は、各対象者の活動に関する情報などを受け付ける。なお、入力装置2を用いて情報の入力を行うユーザは、対象者本人であってもよく、対象者の活動を管理又は監督する者であってもよい。入力装置2は、例えば、タッチパネル、ボタン、キーボード、マウス、音声入力装置などの種々のユーザ入力用インターフェースであってもよい。入力装置2は、ユーザの入力に基づき生成した入力信号S1を、情報処理装置1へ供給する。表示装置3は、情報処理装置1から供給される表示信号S2に基づき、所定の情報を表示する。表示装置3は、例えば、ディスプレイ又はプロジェクタ等である。 The input device 2 is an interface that accepts user input (manual input) of information about each target person, and receives, for example, information necessary for estimating fatigue of the target person, information about the activity of each target person, and the like. The user who inputs information using the input device 2 may be the target person himself / herself, or may be a person who manages or supervises the activities of the target person. The input device 2 may be various user input interfaces such as a touch panel, a button, a keyboard, a mouse, and a voice input device. The input device 2 supplies the input signal S1 generated based on the user's input to the information processing device 1. The display device 3 displays predetermined information based on the display signal S2 supplied from the information processing device 1. The display device 3 is, for example, a display or a projector.
 センサ5は、対象者の生体信号等を測定し、測定した生体信号等を、センサ信号S3として情報処理装置1へ供給する。この場合、センサ信号S3は、対象者の心拍、脳波、発汗量、ホルモン分泌量、脳血流、血圧、体温、筋電、呼吸数などの任意の生体信号(バイタル情報を含む)であってもよい。また、センサ5は、対象者から採取された血液を分析し、その分析結果を示すセンサ信号S3を出力する装置であってもよい。また、センサ5は、身体疲労等を測定するためのジャンプなどの身体測定を行う装置であってもよい。 The sensor 5 measures the biological signal of the subject and supplies the measured biological signal or the like to the information processing device 1 as the sensor signal S3. In this case, the sensor signal S3 is an arbitrary biological signal (including vital information) such as the subject's heartbeat, electroencephalogram, sweating amount, hormone secretion amount, cerebral blood flow, blood pressure, body temperature, myoelectricity, and respiratory rate. May be good. Further, the sensor 5 may be a device that analyzes blood collected from the subject and outputs a sensor signal S3 indicating the analysis result. Further, the sensor 5 may be a device for performing body measurement such as a jump for measuring body fatigue or the like.
 記憶装置4は、各種疲労度の算出等に必要な各種情報を記憶するメモリである。記憶装置4は、情報処理装置1に接続又は内蔵されたハードディスクなどの外部記憶装置であってもよく、フラッシュメモリなどの記憶媒体であってもよい。また、記憶装置4は、情報処理装置1とデータ通信を行うサーバ装置であってもよい。また、記憶装置4は、複数の装置から構成されてもよい。 The storage device 4 is a memory that stores various information necessary for calculating various fatigue degrees and the like. The storage device 4 may be an external storage device such as a hard disk connected to or built in the information processing device 1, or may be a storage medium such as a flash memory. Further, the storage device 4 may be a server device that performs data communication with the information processing device 1. Further, the storage device 4 may be composed of a plurality of devices.
 記憶装置4は、機能的には、疲労度記憶部41と、活動情報記憶部42と、属性情報記憶部43とを有している。 The storage device 4 functionally has a fatigue degree storage unit 41, an activity information storage unit 42, and an attribute information storage unit 43.
 疲労度記憶部41は、各対象者に対する疲労度を示す情報を記憶する。本実施形態では、情報処理装置1は、入力信号S1又はセンサ信号S3の少なくとも一方に基づき、疲労度として、対象者の身体的な疲労の度合い(「身体疲労度」とも呼ぶ。)、精神的な疲労の度合い(「精神疲労度」とも呼ぶ。)、及び身体と精神を総合した疲労の度合い(「総合疲労度」とも呼ぶ。)を推定する。なお、疲労度の測定は、定期的に(例えば毎朝定刻に)行われてもよく、対象者の活動が行われる前後に行われてもよい。そして、情報処理装置1は、各疲労度の推定結果を、推定日時を示す日時情報及び対象者の識別情報(対象者ID)と関連付けて疲労度記憶部41に記憶する。なお、上記の「推定日時」は、推定に用いた信号の生成日時であってもよく、推定を行った日時であってもよい。ここで、昨日までのデータから本日(即ち、推定を行った日)の値を算出する場合には、「推定日時」は、本日の日時を示すものであってもよい。 The fatigue degree storage unit 41 stores information indicating the fatigue degree for each subject. In the present embodiment, the information processing apparatus 1 is based on at least one of the input signal S1 and the sensor signal S3, and as the degree of fatigue, the degree of physical fatigue of the subject (also referred to as “physical fatigue degree”) and mental. Estimate the degree of fatigue (also called "mental fatigue") and the total degree of physical and mental fatigue (also called "total fatigue"). The degree of fatigue may be measured regularly (for example, at regular intervals every morning), or before or after the subject's activities. Then, the information processing apparatus 1 stores the estimation result of each fatigue degree in the fatigue degree storage unit 41 in association with the date and time information indicating the estimated date and time and the identification information (target person ID) of the target person. The above-mentioned "estimated date and time" may be the date and time when the signal used for the estimation was generated, or may be the date and time when the estimation was performed. Here, when calculating the value of today (that is, the date on which the estimation was performed) from the data up to yesterday, the "estimated date and time" may indicate today's date and time.
 活動情報記憶部42は、各対象者の活動に関する活動情報を記憶する。活動情報は、例えば、各対象者の活動内容と、活動を行った対象者を示す対象者IDと、活動日時と、活動時間長と、活動量とが関連付けられた情報である。ここで、「活動量」は、活動の量的又は/及び質的な度合いを示し、例えば、活動がアスリート向けの練習の場合には、練習強度又は/及び練習負荷量であってもよい。情報処理装置1は、例えば、入力信号S1に基づき、活動情報記憶部42に記憶する活動情報を更新する。なお、疲労度記憶部41に記憶される疲労度は、活動情報に含まれていてもよい。この場合、活動情報は、各活動の前後での各種疲労度の情報をさらに含んでもよい。 The activity information storage unit 42 stores activity information related to the activities of each target person. The activity information is, for example, information in which the activity content of each target person, the target person ID indicating the target person who performed the activity, the activity date and time, the activity time length, and the activity amount are associated with each other. Here, the "activity amount" indicates the quantitative or / and qualitative degree of the activity, and may be, for example, the practice intensity or / and the practice load amount when the activity is practice for athletes. The information processing apparatus 1 updates the activity information stored in the activity information storage unit 42, for example, based on the input signal S1. The fatigue level stored in the fatigue level storage unit 41 may be included in the activity information. In this case, the activity information may further include information on various degrees of fatigue before and after each activity.
 属性情報記憶部43は、各対象者の属性に関する属性情報を記憶する。属性は、例えば、各対象者の年齢、性別、所属グループ(組織)などが該当する。その他、記憶装置4は、情報処理装置1が本実施形態において実行する処理に必要な種々の情報を記憶してもよい。 The attribute information storage unit 43 stores attribute information related to the attributes of each target person. The attributes correspond to, for example, the age, gender, and affiliation group (organization) of each subject. In addition, the storage device 4 may store various information necessary for the processing executed by the information processing device 1 in the present embodiment.
 なお、図1に示す疲労分析システム100の構成は一例であり、当該構成に種々の変更が行われてもよい。例えば、入力装置2及び表示装置3は、一体となって構成されてもよい。この場合、入力装置2及び表示装置3は、情報処理装置1と一体又は別体となるタブレット型端末として構成されてもよい。また、入力装置2とセンサ5とは、一体となって構成されてもよい。また、情報処理装置1は、複数の装置から構成されてもよい。この場合、情報処理装置1を構成する複数の装置は、予め割り当てられた処理を実行するために必要な情報の授受を、これらの複数の装置間において行う。この場合、情報処理装置1は、情報処理システムとして機能する。 The configuration of the fatigue analysis system 100 shown in FIG. 1 is an example, and various changes may be made to the configuration. For example, the input device 2 and the display device 3 may be integrally configured. In this case, the input device 2 and the display device 3 may be configured as a tablet-type terminal integrated with or separate from the information processing device 1. Further, the input device 2 and the sensor 5 may be integrally configured. Further, the information processing device 1 may be composed of a plurality of devices. In this case, the plurality of devices constituting the information processing device 1 exchange information necessary for executing the pre-assigned process among the plurality of devices. In this case, the information processing apparatus 1 functions as an information processing system.
 (2)情報処理装置のハードウェア構成
 図2は、情報処理装置1のハードウェア構成を示す。情報処理装置1は、ハードウェアとして、プロセッサ11と、メモリ12と、インターフェース13とを含む。プロセッサ11、メモリ12及びインターフェース13は、データバス19を介して接続されている。
(2) Hardware Configuration of Information Processing Device FIG. 2 shows the hardware configuration of the information processing device 1. The information processing device 1 includes a processor 11, a memory 12, and an interface 13 as hardware. The processor 11, the memory 12, and the interface 13 are connected via the data bus 19.
 プロセッサ11は、メモリ6に記憶されているプログラムを実行することにより、情報処理装置1の全体の制御を行うコントローラ(演算装置)として機能する。プロセッサ11は、例えば、CPU(Central Processing Unit)、GPU(Graphics Processing Unit)、TPU(Tensor Processing Unit)、量子プロセッサなどのプロセッサである。プロセッサ11は、複数のプロセッサから構成されてもよい。プロセッサ11は、コンピュータの一例である。 The processor 11 functions as a controller (arithmetic unit) that controls the entire information processing device 1 by executing a program stored in the memory 6. The processor 11 is, for example, a processor such as a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), a TPU (Tensor Processing Unit), or a quantum processor. The processor 11 may be composed of a plurality of processors. The processor 11 is an example of a computer.
 メモリ12は、RAM(Random Access Memory)、ROM(Read Only Memory)、フラッシュメモリなどの各種の揮発性メモリ及び不揮発性メモリにより構成される。また、メモリ12には、情報処理装置1が実行する処理を実行するためのプログラムが記憶される。また、例えば、メモリ12には、入力信号S1又は/及びセンサ信号S3に基づき、各種疲労度を推定するための推論器のパラメータの情報が含まれている。なお、メモリ12が記憶する情報の一部は、情報処理装置1と通信可能な1又は複数の外部記憶装置により記憶されてもよく、情報処理装置1に対して着脱自在な記憶媒体により記憶されてもよい。 The memory 12 is composed of various volatile memories such as RAM (Random Access Memory), ROM (Read Only Memory), and flash memory, and non-volatile memory. Further, the memory 12 stores a program for executing the process executed by the information processing apparatus 1. Further, for example, the memory 12 contains information on parameters of an inferior for estimating various fatigue degrees based on the input signal S1 and / and the sensor signal S3. A part of the information stored in the memory 12 may be stored by one or a plurality of external storage devices that can communicate with the information processing device 1, and is stored by a storage medium that can be attached to and detached from the information processing device 1. You may.
 インターフェース13は、情報処理装置1と他の装置とを電気的に接続するためのインターフェースである。これらのインターフェースは、他の装置とデータの送受信を無線により行うためのネットワークアダプタなどのワイアレスインタフェースであってもよく、他の装置とケーブル等により接続するためのハードウェアインターフェースであってもよい。 The interface 13 is an interface for electrically connecting the information processing device 1 and another device. These interfaces may be wireless interfaces such as network adapters for wirelessly transmitting and receiving data to and from other devices, and may be hardware interfaces for connecting to other devices by cables or the like.
 なお、情報処理装置1のハードウェア構成は、図2に示す構成に限定されない。例えば、情報処理装置1は、入力装置2又は表示装置3の少なくとも一方を含んでもよい。また、情報処理装置1は、スピーカなどの音出力装置と接続又は内蔵してもよい。 The hardware configuration of the information processing device 1 is not limited to the configuration shown in FIG. For example, the information processing device 1 may include at least one of the input device 2 and the display device 3. Further, the information processing device 1 may be connected to or built in a sound output device such as a speaker.
 (3)機能ブロック
 図3は、情報処理装置1の機能ブロックの一例である。情報処理装置1のプロセッサ11は、機能的には、入力受信部14と、疲労推定部15と、表示制御部16とを有する。なお、図3では、データの授受が行われるブロック同士を実線により結んでいるが、データの授受が行われるブロックの組合せは図3に限定されない。後述する他の機能ブロックの図においても同様である。
(3) Functional block FIG. 3 is an example of a functional block of the information processing apparatus 1. The processor 11 of the information processing device 1 functionally has an input receiving unit 14, a fatigue estimation unit 15, and a display control unit 16. In FIG. 3, the blocks in which data is exchanged are connected by a solid line, but the combination of blocks in which data is exchanged is not limited to FIG. The same applies to the figures of other functional blocks described later.
 入力受信部14は、インターフェース13を介して、入力信号S1とセンサ信号S3を受信する。そして、入力受信部14は、疲労の推定に用いられる入力信号S1又は/及びセンサ信号S3(「疲労関連情報」とも呼ぶ。)を受信した場合、受信した疲労関連情報を疲労推定部15に供給する。また、入力受信部14は、活動情報記憶部42の更新に関する入力信号S1を受信した場合には、当該入力信号S1に基づき、活動情報記憶部42を更新する。さらに、入力受信部14は、表示装置3を閲覧する閲覧者の操作に起因して表示に関する入力信号S1を受信した場合には、当該入力信号S1を表示制御部16へ供給する。 The input receiving unit 14 receives the input signal S1 and the sensor signal S3 via the interface 13. Then, when the input receiving unit 14 receives the input signal S1 or / and the sensor signal S3 (also referred to as “fatigue-related information”) used for estimating fatigue, the input receiving unit 14 supplies the received fatigue-related information to the fatigue estimation unit 15. do. Further, when the input receiving unit 14 receives the input signal S1 relating to the update of the activity information storage unit 42, the input receiving unit 14 updates the activity information storage unit 42 based on the input signal S1. Further, when the input receiving unit 14 receives the input signal S1 related to the display due to the operation of the viewer who browses the display device 3, the input receiving unit 14 supplies the input signal S1 to the display control unit 16.
 疲労推定部15は、入力受信部14から供給される疲労関連情報に基づき、対象者の各種の疲労度を推定する。具体的には、疲労推定部15は、疲労関連情報に基づき、身体疲労度と、精神疲労度と、総合疲労度とを夫々推定する。疲労推定部15は、これらの各疲労度を、任意の方法(例えば、バイオ評価法、主観評価手法等)に基づき推定してもよい。また、疲労推定部15は、メモリ12又は記憶装置4に記憶されたパラメータに基づき各種の疲労度の推論器を構成し、構成した推論器に疲労関連情報を入力することで、各疲労度の推論を行ってもよい。推論器は、一般式であってもよく、学習することで得られた所定の統計モデル又は深層学習等に基づく学習モデルであってもよい。なお、身体疲労度と、精神疲労度と、総合疲労度との推定に夫々用いる情報は、同一であってもよく、異なっていてもよい。後者の場合、例えば、疲労推定部15は、入力受信部14が供給する疲労関連情報から、身体疲労度と、精神疲労度と、総合疲労度との推定に用いる情報を夫々抽出し、抽出した情報を各種の疲労度の推論器に入力する。 The fatigue estimation unit 15 estimates various fatigue levels of the subject based on the fatigue-related information supplied from the input / reception unit 14. Specifically, the fatigue estimation unit 15 estimates the physical fatigue level, the mental fatigue level, and the total fatigue level, respectively, based on the fatigue-related information. The fatigue estimation unit 15 may estimate each of these fatigue levels based on an arbitrary method (for example, a bio-evaluation method, a subjective evaluation method, etc.). Further, the fatigue estimation unit 15 configures various fatigue degree inferiors based on the parameters stored in the memory 12 or the storage device 4, and inputs fatigue-related information to the configured inferrers to obtain each fatigue degree. You may make inferences. The inferior may be a general formula, or may be a predetermined statistical model obtained by learning or a learning model based on deep learning or the like. The information used for estimating the physical fatigue level, the mental fatigue level, and the total fatigue level may be the same or different. In the latter case, for example, the fatigue estimation unit 15 extracts and extracts information used for estimating the physical fatigue level, the mental fatigue level, and the total fatigue level from the fatigue-related information supplied by the input / reception unit 14. Input information into various fatigue inferiors.
 表示制御部16は、入力受信部14から供給される表示に関する入力信号S1に基づき、疲労度記憶部41、活動情報記憶部42及び属性情報記憶部43を参照することで、表示装置3に対象者の疲労に関する情報を表示するための表示信号S2を生成する。本実施形態では、表示制御部16は、身体疲労度と、精神疲労度と、総合疲労度とのうち少なくとも2つの疲労度に基づき、1又は複数の対象者の疲労に関する情報を表示するための表示信号S2を生成する。そして、表示制御部16は、生成した表示信号S2を、インターフェース13を介して表示装置3に供給することで、表示装置3に疲労に関する情報を表示する。表示装置3に表示させる情報については後述する。なお、表示装置3に表示された疲労に関する情報の閲覧者は、例えば、対象者であってもよく、対象者を管理又は監督する者であってもよい。 The display control unit 16 targets the display device 3 by referring to the fatigue level storage unit 41, the activity information storage unit 42, and the attribute information storage unit 43 based on the input signal S1 regarding the display supplied from the input reception unit 14. A display signal S2 for displaying information regarding a person's fatigue is generated. In the present embodiment, the display control unit 16 displays information on the fatigue of one or more subjects based on at least two fatigue levels of physical fatigue level, mental fatigue level, and total fatigue level. The display signal S2 is generated. Then, the display control unit 16 supplies the generated display signal S2 to the display device 3 via the interface 13 to display information on fatigue on the display device 3. The information to be displayed on the display device 3 will be described later. The viewer of the information on fatigue displayed on the display device 3 may be, for example, a target person or a person who manages or supervises the target person.
 なお、図3において説明した入力受信部14、疲労推定部15及び表示制御部16の各構成要素は、例えば、プロセッサ11がプログラムを実行することによって実現できる。また、必要なプログラムを任意の不揮発性記憶媒体に記録しておき、必要に応じてインストールすることで、各構成要素を実現するようにしてもよい。なお、これらの各構成要素の少なくとも一部は、プログラムによるソフトウェアで実現することに限ることなく、ハードウェア、ファームウェア、及びソフトウェアのうちのいずれかの組合せ等により実現してもよい。また、これらの各構成要素の少なくとも一部は、例えばFPGA(Field-Programmable Gate Array)又はマイクロコントローラ等の、ユーザがプログラミング可能な集積回路を用いて実現してもよい。この場合、この集積回路を用いて、上記の各構成要素から構成されるプログラムを実現してもよい。また、各構成要素の少なくとも一部は、ASSP(Application Specific Standard Produce)やASIC(Application Specific Integrated Circuit)により構成されてもよい。このように、上述の各構成要素は、種々のハードウェアにより実現されてもよい。以上のことは、後述する他の実施の形態においても同様である。 Note that each component of the input receiving unit 14, the fatigue estimation unit 15, and the display control unit 16 described with reference to FIG. 3 can be realized, for example, by the processor 11 executing a program. Further, each component may be realized by recording a necessary program in an arbitrary non-volatile storage medium and installing it as needed. It should be noted that at least a part of each of these components is not limited to being realized by software by a program, but may be realized by any combination of hardware, firmware, and software. Further, at least a part of each of these components may be realized by using a user-programmable integrated circuit such as an FPGA (Field-Programmable Gate Array) or a microcontroller. In this case, this integrated circuit may be used to realize a program composed of each of the above components. Further, at least a part of each component may be configured by an ASIC (Application Specific Standard Produce) or an ASIC (Application Specific Integrated Circuit). As described above, each of the above-mentioned components may be realized by various hardware. The above is the same in other embodiments described later.
 (4)疲労確認画面の表示
 次に、表示制御部16が表示信号S2を表示装置3に送信することで表示装置3に表示させる疲労に関する画面(「疲労確認画面」とも呼ぶ。)の具体的な表示態様について説明する。表示制御部16は、身体疲労度、精神疲労度、総合疲労度のうち少なくとも2つの疲労度に基づき、1又は複数の対象者の疲労に関する疲労確認画面の表示信号S2を生成する。以後では、疲労確認画面の具体的な表示態様である第1表示態様~第6表示態様について説明する。
(4) Display of Fatigue Confirmation Screen Next, a specific screen related to fatigue (also referred to as a “fatigue confirmation screen”) to be displayed on the display device 3 by the display control unit 16 transmitting the display signal S2 to the display device 3. The display mode will be described. The display control unit 16 generates a display signal S2 on a fatigue confirmation screen relating to the fatigue of one or a plurality of subjects based on at least two fatigue levels of physical fatigue, mental fatigue, and total fatigue. Hereinafter, the first display mode to the sixth display mode, which are specific display modes of the fatigue confirmation screen, will be described.
 (第1表示態様)
 第1表示態様では、表示制御部16は、身体疲労度、精神疲労度、総合疲労度のうち少なくとも2つの疲労度を座標軸とした2次元座標上において、指定されたグループに属する各対象者の疲労度を表示する。
(First display mode)
In the first display mode, the display control unit 16 of each subject belonging to the designated group on the two-dimensional coordinates with at least two fatigue degrees of the physical fatigue degree, the mental fatigue degree, and the total fatigue degree as the coordinate axes. Display the degree of fatigue.
 図4は、第1表示態様における疲労確認画面の表示例を示す。第1表示態様では、表示制御部16は、主に、日付選択欄20と、グループ選択欄21と、マップ選択欄22と、オプション選択欄23と、疲労度マップ25と、統計表示欄27と、総合疲労度上位者表示ボタン28と、を疲労確認画面上に表示している。 FIG. 4 shows a display example of the fatigue confirmation screen in the first display mode. In the first display mode, the display control unit 16 mainly includes a date selection field 20, a group selection field 21, a map selection field 22, an option selection field 23, a fatigue degree map 25, and a statistical display field 27. , And the total fatigue level high-ranking person display button 28 are displayed on the fatigue confirmation screen.
 日付選択欄20は、表示する疲労度の日付を選択するためのユーザインターフェースである。表示制御部16は、任意の日付を選択可能なカレンダーを表示し、閲覧者による任意の日付の指定を受け付ける。 The date selection field 20 is a user interface for selecting the date of the fatigue degree to be displayed. The display control unit 16 displays a calendar on which an arbitrary date can be selected, and accepts a viewer to specify an arbitrary date.
 グループ選択欄21は、疲労度を表示する対象となるグループを指定するプルダウンメニュー形式の入力欄である。表示制御部16は、例えば、属性情報記憶部43に記憶された属性情報に含まれる任意のグループの選択を、グループ選択欄21により受け付ける。なお、グループ選択欄21において選択される候補となるグループは、情報処理装置1が疲労状態の管理を行う組織内の任意の単位のグループであってもよい。例えば、候補となるグループは、対象者が選手である場合には、チーム又はポジション毎に分けられたグループであってもよく、対象者が従業員である場合には、係、課、又は部等によって分けられたグループであってもよい。他の例では、候補となるグループは、特定の注目された選手(ユーザ入力に基づきピックアップされた選手)群であってもよい。 The group selection field 21 is a pull-down menu format input field for designating a group for which the fatigue level is to be displayed. The display control unit 16 receives, for example, the selection of an arbitrary group included in the attribute information stored in the attribute information storage unit 43 by the group selection field 21. The candidate group selected in the group selection field 21 may be a group of arbitrary units in the organization in which the information processing apparatus 1 manages the fatigue state. For example, the candidate group may be a group divided by team or position if the target person is a player, and if the target person is an employee, a person in charge, a section, or a department. It may be a group divided by such as. In another example, the candidate group may be a particular group of noted players (players picked up based on user input).
 マップ選択欄22は、後述する疲労度マップ25の座標軸などの表示態様を指定するプルダウンメニュー形式の入力欄である。例えば、表示制御部16は、マップ選択欄22での選択候補のメニューとして、身体疲労度、精神疲労度、総合疲労度から2次元座標の座標軸とする2つの疲労度の組み合わせを、少なくとも選択可能に表示する。図4では、「身体疲労度×精神疲労度」がマップ選択欄22において指定されている。この場合、後述するように、表示制御部16は、身体疲労度を横軸とし、精神疲労度を縦軸とする2次元座標を疲労度マップ25として表示する。 The map selection field 22 is a pull-down menu format input field for designating a display mode such as the coordinate axes of the fatigue map 25, which will be described later. For example, the display control unit 16 can select at least a combination of two fatigue degrees as coordinate axes of two-dimensional coordinates from the physical fatigue degree, the mental fatigue degree, and the total fatigue degree as a menu of selection candidates in the map selection field 22. Display on. In FIG. 4, “physical fatigue degree × mental fatigue degree” is designated in the map selection field 22. In this case, as will be described later, the display control unit 16 displays the two-dimensional coordinates with the physical fatigue degree as the horizontal axis and the mental fatigue degree as the vertical axis as the fatigue degree map 25.
 オプション選択欄23は、疲労度マップ25の表示に関するオプションを指定する欄であり、指定可能なオプションについては後の表示態様において説明する。 The option selection column 23 is a column for designating options related to the display of the fatigue map 25, and the options that can be specified will be described later in the display mode.
 疲労度マップ25は、グループ選択欄21にて指定されたグループ(「指定グループ」とも呼ぶ。)に属する各対象者の疲労状態を示すマップである。図4では、表示制御部16は、マップ選択欄22において「身体疲労度×精神疲労度」が選択されていることから、身体疲労度と精神疲労度との2次元座標を疲労度マップ25として表示する。 The fatigue degree map 25 is a map showing the fatigue state of each subject belonging to the group designated in the group selection field 21 (also referred to as “designated group”). In FIG. 4, since the display control unit 16 has selected “physical fatigue degree × mental fatigue degree” in the map selection field 22, the two-dimensional coordinates of the physical fatigue degree and the mental fatigue degree are used as the fatigue degree map 25. indicate.
 さらに、表示制御部16は、疲労度記憶部41を参照し、上記の2次元座標上において、指定グループに属する各対象者に対応するアイコン26x~26wを、対応する対象者の身体疲労度と精神疲労度に応じた位置に配置する。ここで、アイコン26x~26wは、例えば、対応する対象者を識別可能な画像(ここでは顔画像)である。これにより、閲覧者は、疲労度マップ25を参照することで、選択したグループの各対象者の疲労状態を、多角的な観点により把握することが可能となる。 Further, the display control unit 16 refers to the fatigue degree storage unit 41, and sets the icons 26x to 26w corresponding to each target person belonging to the designated group as the physical fatigue degree of the corresponding target person on the above two-dimensional coordinates. Place it in a position according to the degree of mental fatigue. Here, the icons 26x to 26w are, for example, images (here, face images) that can identify the corresponding target person. As a result, the viewer can grasp the fatigue state of each subject in the selected group from various viewpoints by referring to the fatigue degree map 25.
 なお、アイコン26x~26wは、選択可能であり、表示制御部16は、アイコン26x~26wのいずれかかが選択されたことを検知した場合、選択されたアイコンに対応する対象者の疲労度等を個別に表示した疲労確認画面を表示する。この表示例については、図11を参照して後述する。 The icons 26x to 26w can be selected, and when the display control unit 16 detects that any one of the icons 26x to 26w is selected, the degree of fatigue of the subject corresponding to the selected icon, etc. Display the fatigue confirmation screen that individually displays. This display example will be described later with reference to FIG.
 統計表示欄27は、指定グループに属する各対象者の疲労度に関する統計情報を示す欄である。ここでは、一例として、表示制御部16は、疲労度記憶部41を参照することで、指定グループの各対象者の身体疲労度、精神疲労度及び総合疲労度の統計量である平均値、最大値及び最小値を算出し、その算出結果を統計表示欄27に表示している。 The statistical display column 27 is a column showing statistical information regarding the degree of fatigue of each subject belonging to the designated group. Here, as an example, the display control unit 16 refers to the fatigue degree storage unit 41, so that the average value, which is the statistic of the physical fatigue degree, the mental fatigue degree, and the total fatigue degree of each subject in the designated group, is the maximum. The value and the minimum value are calculated, and the calculation result is displayed in the statistical display column 27.
 総合疲労度上位者表示ボタン28は、総合疲労度の上位者の表示を要求するボタンである。表示制御部16は、総合疲労度上位者表示ボタン28が選択されたことを検知した場合、指定グループに属する対象者のうち、総合疲労度が上位n人(nは1以上の整数)となる者の情報を表示する。この場合、表示制御部16は、例えば、総合疲労度の上位者の氏名等を当該上位者の各々の各種疲労度の情報と共に示したリストを、疲労確認画面上又は別ウィンドウにおいて表示する。 The total fatigue level high-ranking person display button 28 is a button that requests the display of the total fatigue level high-ranking person. When the display control unit 16 detects that the display button 28 for the person with the highest total fatigue level is selected, the display control unit 16 becomes the top n persons (n is an integer of 1 or more) among the subjects belonging to the designated group. Display the information of the person. In this case, the display control unit 16 displays, for example, a list showing the names and the like of the superiors of the total fatigue degree together with the information of various fatigue degrees of each of the superiors on the fatigue confirmation screen or in a separate window.
 このように、第1表示態様によれば、表示制御部16は、指定グループに属する各対象者の疲労状態を、複数の疲労度を用いて好適に閲覧者に提示することができる。 As described above, according to the first display mode, the display control unit 16 can suitably present the fatigue state of each subject belonging to the designated group to the viewer using a plurality of fatigue levels.
 (第2表示態様)
 第2表示態様では、表示制御部16は、身体疲労度、精神疲労度、総合疲労度の全てを用いて対象者の疲労状態を表示する。
(Second display mode)
In the second display mode, the display control unit 16 displays the fatigue state of the subject using all of the physical fatigue level, the mental fatigue level, and the total fatigue level.
 図5は、第2表示態様における疲労確認画面の第1表示例を示す。図5の例では、マップ選択欄22において、「精神疲労/身体疲労 × 総合疲労」が選択されていることから、表示制御部16は、疲労度マップ25の横軸を身体疲労度に対する精神疲労度の比率、疲労度マップ25の縦軸を総合疲労度に設定する。そして、表示制御部16は、疲労度記憶部41に記憶された指定グループの各対象者の精神疲労度、身体疲労度及び総合疲労度に基づき、指定グループの各対象者に対応するアイコン26x~26wを、疲労度マップ25上に表示する。 FIG. 5 shows a first display example of the fatigue confirmation screen in the second display mode. In the example of FIG. 5, since "mental fatigue / physical fatigue x total fatigue" is selected in the map selection field 22, the display control unit 16 sets the horizontal axis of the fatigue degree map 25 as mental fatigue with respect to the physical fatigue level. The ratio of degrees and the vertical axis of the fatigue degree map 25 are set to the total fatigue degree. Then, the display control unit 16 is based on the mental fatigue level, the physical fatigue level, and the total fatigue level of each target person in the designated group stored in the fatigue level storage unit 41, and the icons 26x to correspond to each target person in the designated group. 26w is displayed on the fatigue degree map 25.
 図5の表示例によれば、表示制御部16は、精神疲労度、身体疲労度及び総合疲労度に基づく指定グループの各対象者の疲労状態を、好適に閲覧者に提示することができる。 According to the display example of FIG. 5, the display control unit 16 can preferably present to the viewer the fatigue state of each subject in the designated group based on the mental fatigue level, the physical fatigue level, and the total fatigue level.
 図6は、第2表示態様における疲労確認画面の第2表示例を示す。図6の例では、マップ選択欄22において、「身体疲労×精神疲労 & 総合疲労を等高線表示」が選択されている。この場合、まず、表示制御部16は、疲労度マップ25の横軸を身体疲労度、疲労度マップ25の縦軸を精神疲労度とする2次元座標を、疲労度マップ25上に表示する。そして、表示制御部16は、疲労度記憶部41に記憶された指定グループの各対象者の精神疲労度及び身体疲労度に基づき、指定グループの各対象者に対応するアイコン26x~26wを、2次元座標上に表示する。 FIG. 6 shows a second display example of the fatigue confirmation screen in the second display mode. In the example of FIG. 6, in the map selection field 22, "physical fatigue x mental fatigue & total fatigue is displayed in contour lines" is selected. In this case, first, the display control unit 16 displays on the fatigue degree map 25 two-dimensional coordinates in which the horizontal axis of the fatigue degree map 25 is the physical fatigue degree and the vertical axis of the fatigue degree map 25 is the mental fatigue degree. Then, the display control unit 16 displays icons 26x to 26w corresponding to each target person in the designated group based on the mental fatigue level and the physical fatigue level of each target person in the designated group stored in the fatigue degree storage unit 41. Display on dimensional coordinates.
 さらに、表示制御部16は、各対象者の総合疲労度に基づき、総合疲労度に基づく等高線を2次元座標上に表示する。この場合、例えば、表示制御部16は、総合疲労度の複数の区切りとなる境界値(ここでは40、55、70)を示す曲線(ここでは円弧)を、2次元座標上に表示する。さらに、表示制御部16は、総合疲労度の境界値を境として区切った2次元座標上の領域を、夫々異なる色により着色している。この場合、表示制御部16は、各境界値を示す円弧を、少なくとも、指定グループの各対象者の総合疲労度と各円弧に対応する境界値との大小関係が整合するように配置する。 Further, the display control unit 16 displays contour lines based on the total fatigue level on the two-dimensional coordinates based on the total fatigue level of each subject. In this case, for example, the display control unit 16 displays a curve (here, an arc) indicating a boundary value (here, 40, 55, 70) which is a plurality of delimiters of the total fatigue degree on the two-dimensional coordinates. Further, the display control unit 16 colors the regions on the two-dimensional coordinates separated by the boundary value of the total fatigue degree with different colors. In this case, the display control unit 16 arranges the arcs indicating each boundary value so that at least the magnitude relationship between the total fatigue level of each target person in the designated group and the boundary value corresponding to each arc matches.
 図6の表示例によっても、表示制御部16は、精神疲労度、身体疲労度及び総合疲労度に基づく指定グループの各対象者の疲労状態を、好適に閲覧者に提示することができる。 Also according to the display example of FIG. 6, the display control unit 16 can preferably present to the viewer the fatigue state of each subject in the designated group based on the mental fatigue level, the physical fatigue level, and the total fatigue level.
 なお、精神疲労度、身体疲労度及び総合疲労度に基づく指定グループの各対象者の疲労状態を表示する態様は、図5及び図6に示す例に限定されない。例えば、表示制御部16は、2種類の疲労度により疲労度マップ25の2次元座標軸を設定し、かつ、残りの1種類の疲労度に応じて指定グループの各対象者のアイコンの大きさ、形状又は色を変化させてもよい。即ち、表示制御部16は、アイコン自体を、第3の指標を表す媒体(第3軸)として用いてもよい。例えば、図6において、表示制御部16は、第3の指標である総合疲労度の等高線を疲労度マップ25上に表示する代わりに、総合疲労度が高い対象者ほど、対象者のアイコンの色を濃くする、アイコンサイズ大きくする、又は/及び頂点数が多い形状にアイコン形状を定めてもよい。他の例では、表示制御部16は、アイコン自体に第3の指標の数字(例えば、総合疲労度の値)が表示されるように、アイコンを表示してもよい。この場合、表示制御部16は、一定時間ごとに対象者の写真と第3軸の数値とが入れ替わりで表示されるように、アイコンを表示してもよい。 The mode for displaying the fatigue state of each subject in the designated group based on the mental fatigue level, the physical fatigue level, and the total fatigue level is not limited to the examples shown in FIGS. 5 and 6. For example, the display control unit 16 sets the two-dimensional coordinate axes of the fatigue map 25 according to the two types of fatigue, and the size of the icon of each target person in the designated group according to the remaining one type of fatigue. The shape or color may be changed. That is, the display control unit 16 may use the icon itself as a medium (third axis) representing the third index. For example, in FIG. 6, the display control unit 16 displays the contour lines of the total fatigue level, which is a third index, on the fatigue level map 25, but the color of the icon of the target person is higher as the total fatigue level is higher. The icon shape may be defined as a shape that darkens, increases the icon size, or / and has a large number of vertices. In another example, the display control unit 16 may display the icon so that the number of the third index (for example, the value of the total fatigue degree) is displayed on the icon itself. In this case, the display control unit 16 may display an icon so that the photograph of the target person and the numerical value of the third axis are alternately displayed at regular intervals.
 さらに別の例では、表示制御部16は、コンピュータグラフィックスに基づき3次元表示により疲労度マップ25を表示してもよい。この場合、表示制御部16は、精神疲労度、身体疲労度及び総合疲労度の3次元座標空間を表示し、かつ、その空間内に指定グループの各対象者に対応するアイコンを、各対象者の疲労状態に応じた位置により表示する。これらの例によっても、表示制御部16は、精神疲労度、身体疲労度及び総合疲労度に基づく指定グループの各対象者の疲労状態を、好適に閲覧者に提示することができる。 In yet another example, the display control unit 16 may display the fatigue degree map 25 by three-dimensional display based on computer graphics. In this case, the display control unit 16 displays a three-dimensional coordinate space of mental fatigue degree, physical fatigue degree, and total fatigue degree, and displays an icon corresponding to each target person of the designated group in the space for each target person. It is displayed according to the position according to the fatigue state of. Also in these examples, the display control unit 16 can suitably present the fatigue state of each subject of the designated group based on the mental fatigue degree, the physical fatigue degree, and the total fatigue degree to the viewer.
 (第3表示態様)
 第3表示態様では、表示制御部16は、活動情報記憶部42に記憶された活動情報に基づき、対象者の活動と疲労との関係を可視化する。具体的には、表示制御部16は、各対象者の疲労状態に加え、活動情報記憶部42に記憶された活動情報が示す活動量に関する情報を、疲労度マップ25上に表示する。
(Third display mode)
In the third display mode, the display control unit 16 visualizes the relationship between the activity of the subject and fatigue based on the activity information stored in the activity information storage unit 42. Specifically, the display control unit 16 displays on the fatigue degree map 25 information on the amount of activity indicated by the activity information stored in the activity information storage unit 42, in addition to the fatigue state of each subject.
 図7は、第3表示態様における疲労確認画面の表示例である。図7の例では、マップ選択欄22において、「身体疲労×活動量 & 総合疲労をアイコンサイズに反映」が選択されている。よって、表示制御部16は、疲労度マップ25の横軸を身体疲労度、疲労度マップ25の縦軸を活動情報に基づく活動量とする2次元座標上において、アイコン26x~26wを疲労度マップ25上に表示する。ここで、「活動量」は、日付選択欄20にて指定された日の疲労度の計測直前の活動又は計測直前の所定期間(ここでは直近24時間)以内の活動の度合いを示す値となっている。この活動量は、活動内容(例えば対象者が選手の場合には練習メニュー)、活動の強度(例えば対象者が選手の場合には練習強度)、及び活動時間の少なくともいずれか1つ又はこれらを総合的に勘案した指標であってもよい。活動量は、例えば、活動情報として各対象者に紐付けられている。なお、表示制御部16は、直近24時間以内に一の対象者が行った活動が複数存在する場合、これらの活動の活動量の合計値を、対象者の活動量とみなしてもよい。 FIG. 7 is a display example of the fatigue confirmation screen in the third display mode. In the example of FIG. 7, in the map selection field 22, "physical fatigue x activity amount & total fatigue is reflected in the icon size" is selected. Therefore, the display control unit 16 maps the icons 26x to 26w on the two-dimensional coordinates in which the horizontal axis of the fatigue map 25 is the physical fatigue and the vertical axis of the fatigue map 25 is the amount of activity based on the activity information. Display on 25. Here, the "activity amount" is a value indicating the degree of activity immediately before the measurement of the fatigue degree on the day specified in the date selection field 20 or within a predetermined period (here, the latest 24 hours) immediately before the measurement. ing. This amount of activity includes at least one of the activity content (for example, the practice menu if the subject is an athlete), the intensity of the activity (for example, the exercise intensity if the subject is an athlete), and the activity time. It may be an index that takes into consideration comprehensively. The amount of activity is associated with each subject as, for example, activity information. If there are a plurality of activities performed by one target person within the last 24 hours, the display control unit 16 may consider the total value of the activity amounts of these activities as the activity amount of the target person.
 また、表示制御部16は、疲労度マップ25において、アイコン26x~26wのサイズを、対応する対象者の総合疲労度に応じたサイズに設定する。さらに、表示制御部16は、統計表示欄27において、各疲労度の統計情報に加えて、活動量の統計情報(平均、最大値及び最小値)を表示している。 Further, the display control unit 16 sets the size of the icons 26x to 26w in the fatigue degree map 25 to a size corresponding to the total fatigue degree of the corresponding target person. Further, the display control unit 16 displays statistical information (average, maximum value, and minimum value) of the activity amount in addition to the statistical information of each fatigue degree in the statistical display column 27.
 このように、第3表示態様では、表示制御部16は、対象者の活動と疲労との関係を示す情報を、好適に閲覧者に提示することができる。 As described above, in the third display mode, the display control unit 16 can preferably present information indicating the relationship between the activity of the subject and fatigue to the viewer.
 (第4表示態様)
 第4表示態様では、表示制御部16は、第3表示態様と同様、対象者の活動と疲労との関係を可視化するものであって、具体的には、活動の前後における疲労状態の変化に関する情報を疲労確認画面上に表示する。
(4th display mode)
In the fourth display mode, the display control unit 16 visualizes the relationship between the activity of the subject and fatigue, as in the third display mode, and specifically, regarding changes in the fatigue state before and after the activity. Display information on the fatigue confirmation screen.
 図8は、第4表示態様における疲労確認画面の第1表示例である。図8では、オプション選択欄23において、「活動前後の状態遷移表示」が選択されたことから、表示制御部16は、基準となる活動を閲覧者がさらに指定するための活動選択欄24をさらに表示している。この場合、表示制御部16は、活動情報記憶部42に記憶された活動情報に基づき、指定グループに属する対象者が過去に行った活動の履歴を、選択する活動の候補として活動選択欄24において選択可能に表示する。図8の例では、2019年1月24日に実行された「活動A」が対象の活動として活動選択欄24において選択されている。 FIG. 8 is a first display example of the fatigue confirmation screen in the fourth display mode. In FIG. 8, since the “state transition display before and after the activity” is selected in the option selection field 23, the display control unit 16 further provides an activity selection field 24 for the viewer to further specify the reference activity. it's shown. In this case, the display control unit 16 sets the history of activities performed in the past by the target person belonging to the designated group as a candidate for the activity to be selected in the activity selection column 24 based on the activity information stored in the activity information storage unit 42. Display as selectable. In the example of FIG. 8, “Activity A” executed on January 24, 2019 is selected in the activity selection column 24 as the target activity.
 ここで、表示制御部16は、オプション選択欄23及び活動選択欄24の選択結果に基づき、疲労度マップ25上において、活動選択欄24において指定された活動(「指定活動」とも呼ぶ。)の前後での指定グループの各対象者の疲労状態の遷移を表示している。この場合、まず、表示制御部16は、疲労度記憶部41及び活動情報記憶部42を参照することで取得した指定グループの各対象者の指定活動の前後の各種の疲労度(身体疲労度、精神疲労度、総合疲労度)を取得する。そして、表示制御部16は、指定活動の実行直前での指定グループの各対象者の疲労状態を、アイコン26xa~26waにより表示し、指定活動の実行直後での指定グループの各対象者の疲労状態を、アイコン26xb~26wbにより表示している。なお、マップ選択欄22において、「身体疲労×精神疲労 & 総合疲労をアイコンサイズに反映」が選択されている。よって、この場合、表示制御部16は、アイコン26xa~26wa及びアイコン26xb~26wbを、身体疲労度と精神疲労度の2次元座標上において、身体疲労度及び精神疲労度に応じた位置に配置し、かつ、アイコンサイズを、対応する総合疲労度に応じたサイズに設定する。 Here, the display control unit 16 has the activity designated in the activity selection column 24 (also referred to as “designated activity”) on the fatigue degree map 25 based on the selection results of the option selection column 23 and the activity selection column 24. The transition of the fatigue state of each subject in the designated group before and after is displayed. In this case, first, the display control unit 16 has various fatigue levels (physical fatigue level, before and after the designated activity of each subject in the designated group acquired by referring to the fatigue level storage unit 41 and the activity information storage unit 42. Obtain mental fatigue and total fatigue). Then, the display control unit 16 displays the fatigue state of each target person in the designated group immediately before the execution of the designated activity by the icons 26xa to 26wa, and the fatigue state of each target person in the designated group immediately after the execution of the designated activity. Is displayed by the icons 26xb to 26wb. In the map selection field 22, "physical fatigue x mental fatigue & total fatigue reflected in icon size" is selected. Therefore, in this case, the display control unit 16 arranges the icons 26xa to 26wa and the icons 26xb to 26wb at positions corresponding to the physical fatigue level and the mental fatigue level on the two-dimensional coordinates of the physical fatigue level and the mental fatigue level. , And set the icon size to the size corresponding to the corresponding total fatigue level.
 また、表示制御部16は、対象者毎に、指定活動前の疲労状態を示すアイコン26xa~26waを始点とし、同一の対象者に対する指定活動後の疲労状態を示すアイコン26xb~26wbを終点とした矢印を設けている。これにより、表示制御部16は、疲労状態の前後関係を閲覧者に容易に把握させることができ、かつ、活動に起因した疲労状態の変化の度合いを好適に可視化することができる。 Further, the display control unit 16 starts from the icons 26xa to 26wa indicating the fatigue state before the designated activity for each target person, and sets the end points to the icons 26xb to 26wb indicating the fatigue state after the designated activity for the same target person. An arrow is provided. As a result, the display control unit 16 can easily make the viewer grasp the context of the fatigue state, and can suitably visualize the degree of change in the fatigue state due to the activity.
 さらに、表示制御部16は、統計表示欄27において、指定グループの各対象者についての指定活動前後での疲労度の増減に関する統計情報を表示している。具体的には、表示制御部16は、指定活動「活動A」による身体疲労度の増減、精神疲労度の増減、及び総合疲労度の増減に関する統計量である平均値、最大値、及び最小値を表示している。 Further, the display control unit 16 displays statistical information regarding the increase / decrease in the degree of fatigue before and after the designated activity for each target person in the designated group in the statistical display column 27. Specifically, the display control unit 16 has an average value, a maximum value, and a minimum value, which are statistics related to an increase / decrease in the degree of physical fatigue, an increase / decrease in the degree of mental fatigue, and an increase / decrease in the total degree of fatigue due to the designated activity “Activity A”. Is displayed.
 このように、図8の例によれば、表示制御部16は、閲覧者が任意に指定した活動と、対象者の疲労との関係を示す情報を、好適に閲覧者に提示することができる。 As described above, according to the example of FIG. 8, the display control unit 16 can preferably present to the viewer information indicating the relationship between the activity arbitrarily designated by the viewer and the fatigue of the subject. ..
 なお、表示制御部16は、指定活動の前後での指定グループの各対象者の疲労状態の遷移を表示する代わりに、指定時間経過前後での指定グループの各対象者の疲労状態の遷移を表示してもよい。「指定時間」は、ユーザにより指定された時間(Hour)単位の時間長であってもよく、日又は週単位の時間長であってもよい。また、「指定時間経過前後での対象者の疲労状態の遷移」は、朝と夜などの、ユーザにより指定した2つの異なる時間帯での対象者の疲労状態の遷移を指すものであってもよい。この場合、表示制御部16は、閲覧者が任意に指定した時間前後での各対象者の疲労状態の変化を好適に閲覧者に提示することができる。 The display control unit 16 displays the transition of the fatigue state of each subject of the designated group before and after the lapse of the designated time, instead of displaying the transition of the fatigue state of each subject of the designated group before and after the designated activity. You may. The "designated time" may be a time length in units of time (Hour) specified by the user, or may be a time length in units of days or weeks. Further, even if the "transition of the fatigue state of the subject before and after the lapse of the specified time" refers to the transition of the fatigue state of the subject in two different time zones specified by the user, such as morning and night. good. In this case, the display control unit 16 can suitably present to the viewer the change in the fatigue state of each subject before and after a time arbitrarily designated by the viewer.
 図9は、第4表示態様における疲労確認画面の第2表示例である。図9では、オプション選択欄23において、「活動前後の差分値表示」が選択され、かつ、2019年1月24日に実行された「活動A」が活動選択欄24において指定活動として選択されている。 FIG. 9 is a second display example of the fatigue confirmation screen in the fourth display mode. In FIG. 9, "display of difference value before and after activity" is selected in the option selection column 23, and "activity A" executed on January 24, 2019 is selected as a designated activity in the activity selection column 24. There is.
 この場合、表示制御部16は、疲労度記憶部41及び活動情報記憶部42を参照することで取得した指定グループの各対象者の指定活動の前後の各種の疲労度(身体疲労度、精神疲労度、総合疲労度)に基づき、指定活動の前後での各疲労度の差分値を算出する。そして、表示制御部16は、算出した各疲労度の差分値に基づき、指定グループの各対象者に対応するアイコン26x~26wを、疲労度マップ25上に表示している。なお、ここでは、マップ選択欄22において、「身体疲労×精神疲労 & 総合疲労をアイコンサイズに反映」が選択されている。従って、表示制御部16は、各アイコン26x~26wを、対応する対象者の身体疲労度の差分値と精神疲労度の差分値とに応じた位置に配置し、かつ、対応する対象者の総合疲労度の差分値に応じたサイズに設定する。 In this case, the display control unit 16 has various fatigue levels (physical fatigue level, mental fatigue level) before and after the designated activity of each subject of the designated group acquired by referring to the fatigue level storage unit 41 and the activity information storage unit 42. The difference value of each fatigue level before and after the designated activity is calculated based on the degree and total fatigue level. Then, the display control unit 16 displays the icons 26x to 26w corresponding to each target person in the designated group on the fatigue degree map 25 based on the calculated difference value of each fatigue degree. Here, in the map selection field 22, "physical fatigue x mental fatigue & total fatigue is reflected in the icon size" is selected. Therefore, the display control unit 16 arranges each icon 26x to 26w at a position corresponding to the difference value of the physical fatigue degree and the mental fatigue degree of the corresponding subject, and the total of the corresponding subjects. Set the size according to the difference value of the degree of fatigue.
 このように、図9の例においても、表示制御部16は、閲覧者が任意に指定した活動の前後での各対象者の疲労状態の変化を好適に閲覧者に提示することができる。 As described above, also in the example of FIG. 9, the display control unit 16 can preferably present to the viewer the change in the fatigue state of each subject before and after the activity arbitrarily designated by the viewer.
 なお、表示制御部16は、第4表示態様において、指定活動の前後での疲労状態の変化に関する情報を表示する代わりに、閲覧者が指定した時点から現在までの疲労状態の変化に関する情報を表示してもよい。この場合、表示制御部16は、疲労状態を比較する日付等を指定する入力を、疲労確認画面において受け付ける。 In the fourth display mode, the display control unit 16 displays information on the change in the fatigue state from the time specified by the viewer to the present, instead of displaying the information on the change in the fatigue state before and after the designated activity. You may. In this case, the display control unit 16 accepts an input for designating a date or the like for comparing fatigue states on the fatigue confirmation screen.
 (第5表示態様)
 第5表示態様では、表示制御部16は、属性情報記憶部43が記憶する属性情報に基づき、対象者同士での属性の共通性を明示した疲労度マップ25を表示する。
(Fifth display mode)
In the fifth display mode, the display control unit 16 displays the fatigue degree map 25 that clearly shows the commonality of the attributes between the subjects based on the attribute information stored in the attribute information storage unit 43.
 図10は、第5表示態様における疲労確認画面の表示例である。図10では、オプション選択欄23において、「属性Aによる分類」が選択されている。よって、表示制御部16は、指定グループの各対象者の属性Aに関する属性情報を属性情報記憶部43から抽出し、属性Aの分類が明確になるように、疲労度マップ25上において同一分類の対象者同士を、枠29及び枠30により囲って表示している。属性Aは、例えば、年齢(年代)、性別、または指定グループとは異なる分類に基づくグループなどが該当する。 FIG. 10 is a display example of the fatigue confirmation screen in the fifth display mode. In FIG. 10, "classification by attribute A" is selected in the option selection field 23. Therefore, the display control unit 16 extracts the attribute information related to the attribute A of each target person in the designated group from the attribute information storage unit 43, and has the same classification on the fatigue degree map 25 so that the classification of the attribute A becomes clear. The subjects are surrounded by a frame 29 and a frame 30 and displayed. Attribute A corresponds to, for example, age (age), gender, or a group based on a classification different from the designated group.
 ここでは、表示制御部16は、対象者「xxy」、「xxv」、「xxw」の属性Aが分類「a1」で共通していることから、これらに対応するアイコン26y、26v、26wを枠29により囲み、これらが属性Aについて共通していることを明示している。同様に、表示制御部16は、対象者「xxx」及び「xxz」の属性Aが分類「a2」で共通していることから、これらに対応するアイコン26x、26zを枠30により囲み、これらが属性Aについて共通していることを明示している。 Here, since the attribute A of the target person “xxx”, “xxv”, and “xxw” is common in the classification “a1”, the display control unit 16 frames the icons 26y, 26v, and 26w corresponding to these. Enclosed by 29, it is clearly shown that these are common to attribute A. Similarly, since the display control unit 16 has the attributes A of the target persons “xxx” and “xxx” common in the classification “a2”, the icons 26x and 26z corresponding to these are surrounded by the frame 30, and these are surrounded by a frame 30. It is clearly stated that the attributes A are common.
 また、表示制御部16は、総合疲労度上位者表示ボタン28Aが選択されたことを検知した場合、指定グループに属し、かつ、属性a1を有する対象者のうち、総合疲労度が上位n人(nは1以上の整数)となる者の情報を表示する。この場合、表示制御部16は、例えば、総合疲労度の上位者の氏名等を当該上位者の各々の各種疲労度の情報と共に示したリストを、疲労確認画面上又は別ウィンドウにおいて表示する。同様に、表示制御部16は、総合疲労度上位者表示ボタン28Bが選択されたことを検知した場合、指定グループに属し、かつ、属性a2を有する対象者のうち、総合疲労度が上位n人(nは1以上の整数)となる者の情報を表示する。 Further, when the display control unit 16 detects that the display button 28A for the person with the highest total fatigue level is selected, the display control unit 16 has n persons with the highest total fatigue level among the subjects who belong to the designated group and have the attribute a1. n is an integer of 1 or more) and displays the information of the person. In this case, the display control unit 16 displays, for example, a list showing the names and the like of the superiors of the total fatigue degree together with the information of various fatigue degrees of each of the superiors on the fatigue confirmation screen or in a separate window. Similarly, when the display control unit 16 detects that the display button 28B of the person with the highest total fatigue level is selected, the display control unit 16 belongs to the designated group and has the attribute a2, among the target persons having the attribute a2, the total fatigue level is the highest n people. The information of the person who becomes (n is an integer of 1 or more) is displayed.
 このように、第5表示態様では、表示制御部16は、属性情報に基づき、対象者同士における属性の共通性を、疲労度マップ25上において好適に明示することができる。 As described above, in the fifth display mode, the display control unit 16 can suitably clearly indicate the commonality of the attributes between the subjects on the fatigue degree map 25 based on the attribute information.
 なお、表示制御部16は、閲覧者が指定した属性が共通する対象者のアイコンを疲労度マップ25上において枠で囲む代わりに、属性が共通する対象者毎にアイコンの色を異ならせてもよく、アイコンの形状又はサイズを異ならせてもよい。これらの場合であっても、表示制御部16は、対象者同士での属性の共通性を疲労度マップ25上において好適に明示することができる。 In addition, the display control unit 16 may change the color of the icon for each target person having the same attribute instead of surrounding the icon of the target person having the same attribute specified by the viewer with a frame on the fatigue degree map 25. Often, the shapes or sizes of the icons may be different. Even in these cases, the display control unit 16 can suitably clearly indicate the commonality of the attributes between the subjects on the fatigue degree map 25.
 (第6表示態様)
 第6表示態様では、表示制御部16は、閲覧者が指定した対象者(「指定対象者」とも呼ぶ。)に対する疲労確認画面を表示する。
(6th display mode)
In the sixth display mode, the display control unit 16 displays a fatigue confirmation screen for the target person (also referred to as “designated target person”) designated by the viewer.
 図11は、第6表示態様における疲労確認画面の表示例である。例えば、表示制御部16は、図4~図10のいずれかの疲労確認画面において閲覧者が疲労度マップ25上に表示された対象者のアイコンをクリック又はマウスオーバーにより選択されたことを検知する。そして、表示制御部16は、選択された対象者(ここでは「xxv」)を指定対象者とみなし、指定対象者の疲労に関する図11に示す疲労確認画面を表示する。 FIG. 11 is a display example of the fatigue confirmation screen in the sixth display mode. For example, the display control unit 16 detects that the viewer is selected by clicking the icon of the target person displayed on the fatigue degree map 25 or by mouse over on the fatigue confirmation screen of any one of FIGS. 4 to 10. .. Then, the display control unit 16 regards the selected target person (here, “xxv”) as the designated target person, and displays the fatigue confirmation screen shown in FIG. 11 regarding the fatigue of the designated target person.
 図11に示す疲労確認画面上において、表示制御部16は、属性情報表示領域31と、最新疲労度表示領域32と、活動内容詳細表示領域33とを設けている。この場合、表示制御部16は、指定対象者(ここでは「xxv」)の属性情報を属性情報記憶部43から抽出し、抽出した属性情報が示す指定対象者の属性を属性情報表示領域31に表示する。また、表示制御部16は、指定対象者の最新の各種疲労度を疲労度記憶部41等から抽出し、抽出した最新の各種疲労度を最新疲労度表示領域32上に表示する。 On the fatigue confirmation screen shown in FIG. 11, the display control unit 16 is provided with an attribute information display area 31, a latest fatigue degree display area 32, and an activity content detail display area 33. In this case, the display control unit 16 extracts the attribute information of the designated target person (here, “xxv”) from the attribute information storage unit 43, and sets the attribute of the designated target person indicated by the extracted attribute information in the attribute information display area 31. indicate. Further, the display control unit 16 extracts the latest various fatigue degrees of the designated subject from the fatigue degree storage unit 41 and the like, and displays the extracted latest various fatigue degrees on the latest fatigue degree display area 32.
 さらに、表示制御部16は、指定対象者に対する疲労度及び活動情報を疲労度記憶部41及び活動情報記憶部42から夫々抽出することで、指定対象者の活動内容の詳細を、活動内容詳細表示領域33上に表示する。ここでは、表示制御部16は、活動内容詳細表示領域33上に、詳細表示する指定対象者の活動を選択するための活動選択欄34を設け、活動選択欄34において指定された活動に対する内容及び当該活動前後の指定対象者の疲労度の変化を表示している。ここでは、2019年1月24日の活動Aが活動選択欄34において指定されていることから、表示制御部16は、当該活動Aの活動時間及び活動強度などを、活動内容詳細表示領域33上に表示している。なお、ここでは、活動強度は、活動の激しさの度合いを10段階により示した指標であり、上述した活動量と同義であってもよく、活動量の算出に用いる一つの指標であってもよい。さらに、表示制御部16は、活動Aの実行前後での精神疲労度、身体疲労度及び総合疲労度を示すテーブル35を、活動内容詳細表示領域33上に表示している。 Further, the display control unit 16 extracts the fatigue level and activity information for the designated target person from the fatigue level storage unit 41 and the activity information storage unit 42, respectively, so that the details of the activity content of the designated target person can be displayed in detail. Displayed on the area 33. Here, the display control unit 16 provides an activity selection column 34 for selecting the activity of the designated target person to be displayed in detail on the activity content detail display area 33, and the content for the activity specified in the activity selection column 34 and the activity. The change in the degree of fatigue of the designated subject before and after the activity is displayed. Here, since the activity A on January 24, 2019 is designated in the activity selection column 34, the display control unit 16 displays the activity time, activity intensity, etc. of the activity A on the activity content detailed display area 33. It is displayed in. Here, the activity intensity is an index showing the degree of intensity of the activity in 10 stages, and may be synonymous with the above-mentioned activity amount, or may be one index used for calculating the activity amount. good. Further, the display control unit 16 displays a table 35 showing the mental fatigue level, the physical fatigue level, and the total fatigue level before and after the execution of the activity A on the activity content detailed display area 33.
 このように、第6表示態様では、表示制御部16は、閲覧者が指定した任意の指定対象者の疲労に関する情報の詳細を、疲労確認画面において閲覧者に好適に提示することができる。 As described above, in the sixth display mode, the display control unit 16 can suitably present the details of the information regarding the fatigue of any designated target person designated by the viewer to the viewer on the fatigue confirmation screen.
 (5)処理フロー
 図12は、第1実施形態において情報処理装置1が実行する処理の手順を示すフローチャートの一例である。情報処理装置1は、図12に示すフローチャートの処理を、繰り返し実行する。
(5) Processing Flow FIG. 12 is an example of a flowchart showing a procedure of processing executed by the information processing apparatus 1 in the first embodiment. The information processing apparatus 1 repeatedly executes the processing of the flowchart shown in FIG.
 まず、情報処理装置1は、入力装置2から供給される入力信号S1、又は、センサ5から供給されるセンサ信号S3の少なくともいずれかに基づいて、記憶装置4に記憶された各記憶部の情報を更新する(ステップS11)。例えば、疲労を推定するための疲労関連情報に該当する入力信号S1又はセンサ信号S3を、インターフェース13を介して入力受信部14が受信した場合、疲労推定部15は、入力受信部14が取得した疲労関連情報に基づき、各種の疲労度の推定を行う。そして、疲労推定部15は、その推定結果を日付及び対象者ID等と関連付けて疲労度記憶部41に記憶する。また、入力受信部14は、活動に関する入力信号S1を受信した場合には、受信した入力信号S1に基づき活動情報記憶部42を更新する。 First, the information processing device 1 has information of each storage unit stored in the storage device 4 based on at least one of the input signal S1 supplied from the input device 2 and the sensor signal S3 supplied from the sensor 5. Is updated (step S11). For example, when the input receiving unit 14 receives the input signal S1 or the sensor signal S3 corresponding to the fatigue-related information for estimating fatigue, the fatigue estimation unit 15 is acquired by the input receiving unit 14. Various fatigue levels are estimated based on fatigue-related information. Then, the fatigue estimation unit 15 stores the estimation result in the fatigue degree storage unit 41 in association with the date, the subject ID, and the like. Further, when the input receiving unit 14 receives the input signal S1 related to the activity, the input receiving unit 14 updates the activity information storage unit 42 based on the received input signal S1.
 次に、表示制御部16は、疲労に関する情報についての表示要求があるか否か判定する(ステップS12)。例えば、表示制御部16は、疲労確認画面の表示を要求する入力信号S1を入力受信部14が取得した場合、上記表示要求があったと判定する。そして、表示制御部16は、疲労に関する状態についての表示要求があると判定した場合(ステップS12;Yes)、少なくとも疲労度記憶部41を参照し、対象者の複数の疲労度に基づき、対象者の疲労に関する情報を表示装置3に表示する(ステップS13)。例えば、表示制御部16は、図4~図11のいずれかに示される疲労確認画面を表示するための表示信号S2を生成し、生成した表示信号S2を表示装置3に送信することで、図4~図11のいずれかに示される疲労確認画面を表示装置3に表示させる。 Next, the display control unit 16 determines whether or not there is a display request for information related to fatigue (step S12). For example, when the input receiving unit 14 acquires the input signal S1 requesting the display of the fatigue confirmation screen, the display control unit 16 determines that the display request has been made. Then, when the display control unit 16 determines that there is a display request for the state related to fatigue (step S12; Yes), the display control unit 16 refers to at least the fatigue degree storage unit 41, and the target person is based on a plurality of fatigue degrees of the target person. Information on fatigue is displayed on the display device 3 (step S13). For example, the display control unit 16 generates a display signal S2 for displaying the fatigue confirmation screen shown in any one of FIGS. 4 to 11, and transmits the generated display signal S2 to the display device 3. The fatigue confirmation screen shown in any of 4 to 11 is displayed on the display device 3.
 (6)変形例
 次に、第1実施形態に好適な変形例について説明する。以下の変形例は、組み合わせて適用してもよい。
(6) Modification Example Next, a modification suitable for the first embodiment will be described. The following modifications may be applied in combination.
 (第1変形例)
 表示制御部16は、身体疲労度、精神疲労度、総合疲労度の代わりに、これらの疲労度が高いほど低い値となる指標(例えば健康度又は元気度)に基づき疲労確認画面の表示を行ってもよい。この場合、表示制御部16は、例えば、上記指標として、100から身体疲労度を減算した「身体健康度」、100から精神疲労度を減算した「精神健康度」、及び100から総合疲労度を減算した「総合健康度」を用いて疲労確認画面の表示を行う。これによっても、表示制御部16は、対象者の疲労の状態を多角的な観点に基づき好適に提示することができる。
(First modification)
The display control unit 16 displays a fatigue confirmation screen based on an index (for example, health or energy) that becomes lower as the fatigue level increases, instead of the physical fatigue level, mental fatigue level, and total fatigue level. You may. In this case, for example, the display control unit 16 sets the "physical health degree" obtained by subtracting the physical fatigue degree from 100, the "mental health degree" obtained by subtracting the mental fatigue degree from 100, and the total fatigue degree from 100 as the above indicators. The fatigue confirmation screen is displayed using the subtracted "total health level". Also with this, the display control unit 16 can suitably present the fatigue state of the subject from various viewpoints.
 (第2変形例)
 情報処理装置1は、疲労推定部15により疲労度の推定及び疲労度記憶部41の更新を実行する代わりに、他の装置が推定した疲労度が格納された疲労度記憶部41を参照してもよい。この場合、情報処理装置1は、センサ5からセンサ信号S3を受信することなく、疲労確認画面の表示タイミング等において、他の装置がセンサ5等の出力に基づき更新する疲労度記憶部41を参照することで、表示装置3に供給する表示信号S2を生成する。この態様によっても、情報処理装置1は、疲労に関する情報を、閲覧者に好適に提示することができる。
(Second modification)
Instead of the fatigue estimation unit 15 estimating the fatigue level and updating the fatigue level storage unit 41, the information processing device 1 refers to the fatigue level storage unit 41 in which the fatigue level estimated by another device is stored. May be good. In this case, the information processing device 1 does not receive the sensor signal S3 from the sensor 5, and refers to the fatigue degree storage unit 41 that is updated by another device based on the output of the sensor 5 or the like at the display timing of the fatigue confirmation screen or the like. By doing so, the display signal S2 to be supplied to the display device 3 is generated. Also in this aspect, the information processing apparatus 1 can suitably present information on fatigue to the viewer.
 <第2実施形態>
 図13は、第2実施形態における疲労分析システム100Aの概略構成図を示す。第2実施形態では、記憶装置4は、対象者毎の疲労に対する対策ルールを記憶した対策ルール記憶部44を有する。そして、第2実施形態における情報処理装置1Aは、記憶装置4の対策ルール記憶部44が記憶する対策ルールを参照することで、対象者の疲労状態に応じた対策を提示する点、及び、対策ルール記憶部44に記憶された対策ルールの更新を行う点において、第1実施形態の情報処理装置1と異なる。以後では、第1実施形態と同一の構成要素については、適宜同一符号を付し、その説明を省略する。なお、情報処理装置1Aは、図2に示す情報処理装置1のハードウェア構成と同一のハードウェア構成を有するものとする。
<Second Embodiment>
FIG. 13 shows a schematic configuration diagram of the fatigue analysis system 100A according to the second embodiment. In the second embodiment, the storage device 4 has a countermeasure rule storage unit 44 that stores countermeasure rules for fatigue for each subject. Then, the information processing apparatus 1A in the second embodiment presents countermeasures according to the fatigue state of the subject by referring to the countermeasure rules stored in the countermeasure rule storage unit 44 of the storage device 4, and countermeasures. It differs from the information processing apparatus 1 of the first embodiment in that the countermeasure rule stored in the rule storage unit 44 is updated. Hereinafter, the same components as those in the first embodiment will be appropriately designated with the same reference numerals, and the description thereof will be omitted. It is assumed that the information processing apparatus 1A has the same hardware configuration as the hardware configuration of the information processing apparatus 1 shown in FIG.
 図14は、第2実施形態における情報処理装置1Aの機能ブロックの一例である。情報処理装置1Aのプロセッサ11は、機能的には、入力受信部14と、疲労推定部15と、表示制御部16と、対策ルール更新部17とを有する。 FIG. 14 is an example of the functional block of the information processing apparatus 1A in the second embodiment. The processor 11 of the information processing device 1A functionally has an input receiving unit 14, a fatigue estimation unit 15, a display control unit 16, and a countermeasure rule updating unit 17.
 表示制御部16は、疲労度記憶部41と、活動情報記憶部42と、属性情報記憶部43と、対策ルール記憶部44とを参照し、第1実施形態における表示装置3への疲労確認画面に関する各種表示の制御を行う。さらに、表示制御部16は、これに加えて、指定対象者に対する個人用の疲労確認画面を表示する際に、指定対象者の疲労状態に応じた対策を疲労確認画面上に表示するための制御を行う。ここで、「対策」は、指定対象者に対して情報処理装置1が推奨する活動を示し、表示制御部16は、対策ルール記憶部44を参照することで、指定対象者の疲労状態に応じた最適な活動の実行を提案する。 The display control unit 16 refers to the fatigue degree storage unit 41, the activity information storage unit 42, the attribute information storage unit 43, and the countermeasure rule storage unit 44, and the fatigue confirmation screen for the display device 3 in the first embodiment. Controls various displays related to. Further, in addition to this, the display control unit 16 controls to display measures according to the fatigue state of the designated target person on the fatigue confirmation screen when displaying a personal fatigue confirmation screen for the designated target person. I do. Here, "countermeasure" indicates an activity recommended by the information processing apparatus 1 to the designated target person, and the display control unit 16 refers to the countermeasure rule storage unit 44 according to the fatigue state of the designated target person. Propose the execution of optimal activities.
 対策ルール更新部17は、活動情報記憶部42に記憶された活動情報に基づき、対策ルール記憶部44に記憶された個人ごとの対策ルールの更新を行う。この場合、対策ルール更新部17は、各対象者が実行した過去の活動の各々の前後での各種疲労度の変化の度合いに基づき、各活動に対する効果を対象者毎に学習することで、対象者毎の対策ルールの更新を行う。 The countermeasure rule update unit 17 updates the countermeasure rule for each individual stored in the countermeasure rule storage unit 44 based on the activity information stored in the activity information storage unit 42. In this case, the countermeasure rule update unit 17 learns the effect on each activity for each subject based on the degree of change in various fatigue levels before and after each of the past activities executed by each subject. Update the countermeasure rules for each person.
 図15は、活動情報記憶部42が記憶する活動情報のデータ構造の一例を示す。図15に示す活動情報は、主に、「対象者」、「実施日時」、「活動内容」、「疲労度増減」の各項目を有する。 FIG. 15 shows an example of the data structure of the activity information stored in the activity information storage unit 42. The activity information shown in FIG. 15 mainly has each item of "target person", "implementation date and time", "activity content", and "increase / decrease in fatigue level".
 「活動内容」は、対応する対象者が実行した活動を示す。ここでは、一例として、各対象者は、スポーツ選手であるものとし、各対象者は、活動として、練習メニュー又は疲労回復メニューなどのメニューを実行するものとする。「疲労度増減」は、対応する活動の効果に相当し、対応する活動前後での身体疲労度、精神疲労度、総合疲労度の変化量を夫々示す。なお、「疲労度増減」には、単位時間当たりの疲労度の増減が記録されてもよい。 "Activity content" indicates the activity performed by the corresponding target person. Here, as an example, it is assumed that each subject is an athlete, and each subject executes a menu such as a practice menu or a fatigue recovery menu as an activity. "Increase / decrease in fatigue level" corresponds to the effect of the corresponding activity, and indicates the amount of change in the physical fatigue level, the mental fatigue level, and the total fatigue level before and after the corresponding activity, respectively. In addition, the increase / decrease in the degree of fatigue per unit time may be recorded in the "increase / decrease in the degree of fatigue".
 図15に示すように、活動情報記憶部42には、疲労状態に影響を与える活動毎に、対象者と、活動内容と、対応する活動前後での各種疲労度の増減とが関連付けられたレコードが記憶されている。なお、活動情報が「疲労度増減」の項目を有する代わりに、表示制御部16は、疲労度記憶部41に記憶された疲労度に基づき、「疲労度増減」の項目に相当する情報を算出することで、当該情報を取得してもよい。 As shown in FIG. 15, in the activity information storage unit 42, for each activity that affects the fatigue state, a record in which the subject, the activity content, and the increase / decrease in various fatigue degrees before and after the corresponding activity are associated with each other. Is remembered. Instead of the activity information having an item of "fatigue degree increase / decrease", the display control unit 16 calculates information corresponding to the item of "fatigue degree increase / decrease" based on the fatigue degree stored in the fatigue degree storage unit 41. By doing so, the information may be acquired.
 図16は、対策ルール記憶部44が記憶する対策ルールのデータ構造の一例を示す。図16に示す対策ルールは、テーブルとなっており、主に、「対象者」、「条件」、「対策内容」の各項目を有する。ここで、「条件」は、時期的条件を示す「時期」と、身体疲労度、精神疲労度、総合疲労度の少なくともいずれかに関する条件を示す「疲労度」とを、少なくともサブ項目に有する。このように、時期的条件を設けることで、例えば対象者がスポーツ選手である場合などに、大会に向けた体力作りの時期か、大会直前のコンディション重視の時期かによって、対策を変えることができる。また、各種疲労度に関する条件を設けることで、対象者の疲労状態に応じた最適な対策を策定することができる。 FIG. 16 shows an example of the data structure of the countermeasure rule stored in the countermeasure rule storage unit 44. The countermeasure rule shown in FIG. 16 is a table and mainly has each item of "target person", "condition", and "countermeasure content". Here, the "condition" has at least a "time" indicating a temporal condition and a "fatigue degree" indicating a condition relating to at least one of a physical fatigue degree, a mental fatigue degree, and a total fatigue degree as sub-items. In this way, by setting the timing conditions, for example, when the target person is an athlete, the measures can be changed depending on whether it is the time to build physical strength for the tournament or the time to emphasize the condition immediately before the tournament. .. In addition, by setting conditions related to various degrees of fatigue, it is possible to formulate optimal measures according to the fatigue state of the subject.
 「対策内容」は、「条件」が示す条件が満たされたときに対象者に提示すべき対策を示す。ここで、「対策内容」に記録された対策は、「条件」が示す条件が満たされる時に実行することが推奨される活動であり、活動情報に基づく対象者毎の過去の各活動の効果(即ち対象者毎の各活動の前後での疲労度の変化の度合い)に基づいて定められる。ここでは、一例として、各対象者がスポーツ選手であるものとし、対策として練習メニュー又は疲労回復メニューが提示されるものとする。疲労回復メニューは、例えば、マッサージなどの対象者の状態回復又は治療を最優先とするメニュー(トリートメント)を指す。 "Countermeasure details" indicates the countermeasures to be presented to the target person when the conditions indicated by the "conditions" are met. Here, the measures recorded in the "measure contents" are activities that are recommended to be executed when the conditions indicated by the "conditions" are satisfied, and the effects of each past activity for each target person based on the activity information ( That is, it is determined based on the degree of change in the degree of fatigue before and after each activity for each subject). Here, as an example, it is assumed that each subject is an athlete, and a practice menu or a fatigue recovery menu is presented as a countermeasure. The fatigue recovery menu refers to a menu (treatment) that gives top priority to recovery or treatment of the subject such as massage.
 図16の例では、各レコードの「対策内容」には、疲労度との関係により対策として提示すべき活動の条件が予め相対的に定められている。そして、対策ルール更新部17は、各対象者の活動情報に基づき、上記活動の条件に該当する活動を対象者毎に学習し、その学習結果に基づき各レコードの「対策内容」の内容を更新する。 In the example of FIG. 16, in the "measure content" of each record, the conditions of the activity to be presented as a measure are relatively defined in advance in relation to the degree of fatigue. Then, the countermeasure rule update unit 17 learns the activity corresponding to the above-mentioned activity condition for each target person based on the activity information of each target person, and updates the content of the "countermeasure content" of each record based on the learning result. do.
 例えば、1番目のレコードの「対策内容」には、「身体疲労度が高い上位3個の練習メニュー」と記載されている。よって、この場合、対策ルール更新部17は、対策ルールの更新タイミングにおいて、対象者(ここでは「xxx」)の活動情報を参照し、当該対象者が実行した各活動の身体疲労度の増減値を算出する。この増減値は、単位時間当たりの増減値であってもよく、同一活動の履歴が複数存在する場合にはこれらの平均値などの代表値であってもよい。そして、対策ルール更新部17は、算出した活動(メニュー)毎の身体疲労度の増減値に基づき、身体疲労度が高い上位3個のメニュー(ここでは「メニュー18」、「メニュー5」、「メニュー25」)を特定し、これらを1番目のレコードの「対策内容」に記録する。同様に、対策ルール更新部17は、対策ルールの全てのレコードについて上記の処理を行うことで、「対策内容」の項目を更新する。なお、対策ルール更新部17による対策ルールの更新タイミングは、定期のタイミングであってもよく、ユーザの要求に基づくタイミングであってもよい。 For example, in the "measure content" of the first record, "the top three practice menus with high physical fatigue" are described. Therefore, in this case, the countermeasure rule update unit 17 refers to the activity information of the target person (here, “xxx”) at the update timing of the countermeasure rule, and increases / decreases the degree of physical fatigue of each activity executed by the target person. Is calculated. This increase / decrease value may be an increase / decrease value per unit time, or may be a representative value such as an average value when there are a plurality of histories of the same activity. Then, the countermeasure rule updating unit 17 is based on the calculated increase / decrease value of the physical fatigue level for each activity (menu), and the top three menus with high physical fatigue levels (here, "menu 18", "menu 5", "menu 5", " Menu 25 ") is specified, and these are recorded in the" countermeasure content "of the first record. Similarly, the countermeasure rule update unit 17 updates the item of "countermeasure content" by performing the above processing for all the records of the countermeasure rule. The countermeasure rule update timing by the countermeasure rule update unit 17 may be a periodic timing or a timing based on the user's request.
 このように、対策ルール更新部17は、各対象者の過去の活動の疲労度変化の実績に基づき、各対象者の現状の疲労状態に応じて適用すべき対策を好適に定めることができる。なお、図16に示す対策ルールのテーブルは一例であり、種々の変更が適用されてもよい。例えば、上記テーブルには、疲労確認画面に表示すべきメッセージ文を示すテキスト情報、重複適用が生じた場合の優先度に関する情報、又は、その他の対策の表示又は更新に必要な情報が含まれてもよい。 In this way, the countermeasure rule update unit 17 can suitably determine the countermeasures to be applied according to the current fatigue state of each subject based on the actual results of changes in the fatigue level of the past activities of each subject. The table of countermeasure rules shown in FIG. 16 is an example, and various changes may be applied. For example, the above table contains text information indicating the message text to be displayed on the fatigue confirmation screen, information on priority in case of duplicate application, or information necessary for displaying or updating other measures. May be good.
 図17は、第2実施形態における疲労確認画面の表示例である。図17に示す疲労確認画面は、特定の対象者(ここでは「xxv」)を指定した場合の個人の疲労状態に関する画面である。この場合、表示制御部16は、図11に示す疲労確認画面と同様の内容を表示する属性情報表示領域31と、最新疲労度表示領域32と、活動内容詳細表示領域33とに加えて、対策表示領域36を疲労確認画面上に設けている。 FIG. 17 is a display example of the fatigue confirmation screen in the second embodiment. The fatigue confirmation screen shown in FIG. 17 is a screen relating to an individual's fatigue state when a specific target person (here, “xxv”) is designated. In this case, the display control unit 16 takes measures in addition to the attribute information display area 31, the latest fatigue degree display area 32, and the activity content detail display area 33, which display the same contents as the fatigue confirmation screen shown in FIG. The display area 36 is provided on the fatigue confirmation screen.
 この場合、表示制御部16は、対策ルール記憶部44が記憶する対象者に対する対策ルールと、対象者の最新の疲労度と、現在の日付(2019年2月11日)とに基づき、対策表示領域36に提示すべき対策内容を決定する。ここでは、表示制御部16は、対象者「xxy」の現在の疲労状態及び現在日時が、図16に示す対策ルールの「xxy」に関するレコードに紐付けられた条件(時期的条件:2019年2月1日~2月15日、疲労度条件:身体疲労度が70以下かつ総合疲労度が80以下)に合致すると判定する。よって、この場合、表示制御部16は、当該レコードの「対策内容」に記録された「メニュー18」、「メニュー25」、「メニュー3」を、対象者が実行すべき活動として対策表示領域36上に提示する。 In this case, the display control unit 16 displays the countermeasures based on the countermeasure rules for the target person stored in the countermeasure rule storage unit 44, the latest fatigue level of the target person, and the current date (February 11, 2019). Determine the measures to be presented in area 36. Here, in the display control unit 16, the condition (timing condition: 2019 2) in which the current fatigue state and the current date and time of the target person “xxxy” are associated with the record related to the countermeasure rule “xxxy” shown in FIG. From the 1st to the 15th of February, it is determined that the fatigue level condition: the physical fatigue level is 70 or less and the total fatigue level is 80 or less). Therefore, in this case, the display control unit 16 sets the "menu 18", "menu 25", and "menu 3" recorded in the "measure content" of the record as the activity to be executed by the target person, and the countermeasure display area 36 Presented above.
 このように、表示制御部16は、活動を実行することによる疲労度(効果)の個人差を考慮し、現在の対象者の状態に適した活動を対策として提示することができる。 In this way, the display control unit 16 can present an activity suitable for the current state of the target person as a countermeasure in consideration of individual differences in the degree of fatigue (effect) due to the execution of the activity.
 <第3実施形態>
 図18は、第3実施形態における疲労分析システム100Bの概略構成を示す。第3実施形態に係る疲労分析システム100Bは、サーバクライアントモデルのシステムであり、サーバ装置として機能する情報処理装置1Bが第1実施形態における情報処理装置1又は第2実施形態における情報処理装置1Aの処理を行う。以後では、第1実施形態又は第2実施形態と同一構成要素については、適宜同一符号を付し、その説明を省略する。
<Third Embodiment>
FIG. 18 shows a schematic configuration of the fatigue analysis system 100B according to the third embodiment. The fatigue analysis system 100B according to the third embodiment is a system of a server client model, and the information processing device 1B functioning as a server device is the information processing device 1 in the first embodiment or the information processing device 1A in the second embodiment. Perform processing. Hereinafter, the same components as those of the first embodiment or the second embodiment will be appropriately designated by the same reference numerals, and the description thereof will be omitted.
 図18に示すように、疲労分析システム100Aは、主に、サーバとして機能する情報処理装置1Bと、疲労推定処理に必要なデータを記憶する記憶装置4と、クライアントとして機能する端末装置8とを有する。情報処理装置1Aと端末装置8とは、ネットワーク7を介してデータ通信を行う。 As shown in FIG. 18, the fatigue analysis system 100A mainly includes an information processing device 1B that functions as a server, a storage device 4 that stores data necessary for fatigue estimation processing, and a terminal device 8 that functions as a client. Have. The information processing device 1A and the terminal device 8 perform data communication via the network 7.
 端末装置8は、入力機能、表示機能、及び通信機能を有する端末であり、図1に示される入力装置2及び表示装置3として機能する。端末装置8は、例えば、パーソナルコンピュータ、タブレット型端末、PDA(Personal Digital Assistant)などであってもよい。端末装置8は、図示しないセンサが出力する生体信号又はユーザ入力に基づく情報などを、情報処理装置1Aに送信する。 The terminal device 8 is a terminal having an input function, a display function, and a communication function, and functions as the input device 2 and the display device 3 shown in FIG. The terminal device 8 may be, for example, a personal computer, a tablet terminal, a PDA (Personal Digital Assistant), or the like. The terminal device 8 transmits a biological signal output by a sensor (not shown), information based on user input, or the like to the information processing device 1A.
 情報処理装置1Bは、例えば図1~図3等に示す情報処理装置1と同一構成を有する。そして、情報処理装置1Bは、図1に示す情報処理装置1が入力装置2及びセンサ5から取得する情報などを、ネットワーク7を介して端末装置8から受信し、記憶装置4が有する各記憶部の情報を更新する。また、情報処理装置1Bは、端末装置8からの表示要求に基づき、算出した疲労度に関する情報を示す表示信号S2を、ネットワーク7を介して端末装置8へ送信する。これにより、情報処理装置1Bは、疲労度に関する情報を端末装置8のユーザに好適に提示することができる。 The information processing device 1B has the same configuration as the information processing device 1 shown in FIGS. 1 to 3, for example. Then, the information processing device 1B receives information or the like acquired from the input device 2 and the sensor 5 by the information processing device 1 shown in FIG. 1 from the terminal device 8 via the network 7, and each storage unit of the storage device 4 has. Update the information of. Further, the information processing device 1B transmits a display signal S2 indicating the calculated information on the fatigue level to the terminal device 8 via the network 7 based on the display request from the terminal device 8. Thereby, the information processing apparatus 1B can suitably present the information regarding the degree of fatigue to the user of the terminal apparatus 8.
 <第4実施形態>
 図19は、第4実施形態における情報処理装置1Cのブロック図である。情報処理装置1Cは、主に、取得手段15Cと、表示制御手段16Cとを有する。なお、情報処理装置1Cは、複数の装置により構成されてもよい。
<Fourth Embodiment>
FIG. 19 is a block diagram of the information processing apparatus 1C according to the fourth embodiment. The information processing apparatus 1C mainly includes an acquisition means 15C and a display control means 16C. The information processing device 1C may be composed of a plurality of devices.
 取得手段15Cは、対象者の疲労の度合いを示す第1疲労度と、第1疲労度とは異なる指標に基づく疲労の度合いを示す第2疲労度と、を少なくとも取得する。「第1疲労度」及び「第2疲労度」は、例えば、身体疲労度、精神疲労度、総合疲労度のいずれかとすることができる。また、取得手段15Cは、第1疲労度と第2疲労度とを、対象者に関する情報に基づき推定することで取得してもよく、予め推定されて所定の記憶装置等に記憶された第1疲労度と第2疲労度とを取得してもよい。前者の場合、取得手段15Cは、例えば第1実施形態~第3実施形態における疲労推定部15とすることができる。 The acquisition means 15C acquires at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree. The "first degree of fatigue" and the "second degree of fatigue" can be, for example, any of the degree of physical fatigue, the degree of mental fatigue, and the degree of total fatigue. Further, the acquisition means 15C may acquire the first fatigue degree and the second fatigue degree by estimating based on the information about the subject, and the first estimated in advance and stored in a predetermined storage device or the like. The fatigue degree and the second fatigue degree may be acquired. In the former case, the acquisition means 15C can be, for example, the fatigue estimation unit 15 in the first to third embodiments.
 表示制御手段16Cは、第1疲労度と第2疲労度とに基づき、対象者の疲労に関する情報を表示する。ここで、「対象者」は、1人であってもよく、複数人であってもよい。「疲労に関する情報」は、例えば、第1実施形態の疲労度マップ25、統計表示欄27、最新疲労度表示領域32、テーブル35、第2実施形態における対策表示領域36において示される情報が該当する。ここで、「表示する」とは、情報処理装置1Cが備えるディスプレイ等に所定の情報を表示する態様に限られず、情報処理装置1C以外の外部の表示装置に表示信号を供給することで、当該外部装置に所定の情報を表示させる態様も含む。表示制御手段16Cは、例えば、第1実施形態~第3実施形態における表示制御部16とすることができる。 The display control means 16C displays information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree. Here, the "target person" may be one person or a plurality of people. The "information about fatigue" corresponds to, for example, the information shown in the fatigue degree map 25 of the first embodiment, the statistical display column 27, the latest fatigue degree display area 32, the table 35, and the countermeasure display area 36 of the second embodiment. .. Here, "displaying" is not limited to a mode in which predetermined information is displayed on a display or the like included in the information processing device 1C, and the display signal is supplied to an external display device other than the information processing device 1C. It also includes a mode in which a predetermined information is displayed on an external device. The display control means 16C can be, for example, the display control unit 16 in the first to third embodiments.
 図20は、第4実施形態において情報処理装置1Cが実行するフローチャートの一例である。まず、取得手段15Cは、対象者の疲労の度合いを示す第1疲労度と、第1疲労度とは異なる指標に基づく疲労の度合いを示す第2疲労度と、を少なくとも取得する(ステップS21)。表示制御手段16Cは、第1疲労度と第2疲労度とに基づき、対象者の疲労に関する情報を表示する(ステップS22)。 FIG. 20 is an example of a flowchart executed by the information processing apparatus 1C in the fourth embodiment. First, the acquisition means 15C acquires at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree (step S21). .. The display control means 16C displays information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree (step S22).
 第4実施形態に係る情報処理装置1Cは、対象者の疲労の状態を、複数の指標の疲労度を用いた多角的な観点により、好適に閲覧者に提示することができる。 The information processing apparatus 1C according to the fourth embodiment can suitably present the fatigue state of the subject to the viewer from a multifaceted viewpoint using the fatigue degrees of a plurality of indexes.
 なお、上述した各実施形態において、プログラムは、様々なタイプの非一時的なコンピュータ可読媒体(non-transitory computer readable medium)を用いて格納され、コンピュータであるプロセッサ等に供給することができる。非一時的なコンピュータ可読媒体は、様々なタイプの実体のある記憶媒体(tangible storage medium)を含む。非一時的なコンピュータ可読媒体の例は、磁気記憶媒体(例えばフレキシブルディスク、磁気テープ、ハードディスクドライブ)、光磁気記憶媒体(例えば光磁気ディスク)、CD-ROM(Read Only Memory)、CD-R、CD-R/W、半導体メモリ(例えば、マスクROM、PROM(Programmable ROM)、EPROM(Erasable PROM)、フラッシュROM、RAM(Random Access Memory))を含む。また、プログラムは、様々なタイプの一時的なコンピュータ可読媒体(transitory computer readable medium)によってコンピュータに供給されてもよい。一時的なコンピュータ可読媒体の例は、電気信号、光信号、及び電磁波を含む。一時的なコンピュータ可読媒体は、電線及び光ファイバ等の有線通信路、又は無線通信路を介して、プログラムをコンピュータに供給できる。 In each of the above-described embodiments, the program is stored using various types of non-transitory computer readable medium and can be supplied to a processor or the like which is a computer. Non-temporary computer-readable media include various types of tangible storage media. Examples of non-temporary computer-readable media include magnetic storage media (eg, flexible disks, magnetic tapes, hard disk drives), magneto-optical storage media (eg, magneto-optical disks), CD-ROMs (ReadOnlyMemory), CD-Rs, Includes CD-R / W, semiconductor memory (eg, mask ROM, PROM (Programmable ROM), EPROM (Erasable PROM), flash ROM, RAM (RandomAccessMemory)). The program may also be supplied to the computer by various types of transient computer readable medium. Examples of temporary computer readable media include electrical, optical, and electromagnetic waves. The temporary computer-readable medium can supply the program to the computer via a wired communication path such as an electric wire and an optical fiber, or a wireless communication path.
 その他、上記の各実施形態の一部又は全部は、以下の付記のようにも記載され得るが以下には限られない。 Other than that, a part or all of each of the above embodiments may be described as in the following appendix, but is not limited to the following.
[付記1]
 対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得する取得手段と、
 前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する表示制御手段と、
を有する情報処理装置。
[付記2]
 前記対象者は、複数の者であり、
 前記表示制御手段は、前記対象者の各々の疲労に関する情報を表示する、付記1に記載の情報処理装置。
[付記3]
 前記表示制御手段は、前記第1疲労度と前記第2疲労度とに基づき、前記対象者の各々の前記第1疲労度及び前記第2疲労度に関するマップを、前記疲労に関する情報として表示する、付記2に記載の情報処理装置。
[付記4]
 前記取得手段は、前記対象者の各々の属性に関する属性情報をさらに取得し、
 前記表示制御手段は、前記第1疲労度と前記第2疲労度と前記属性情報とに基づき、前記対象者同士での属性の共通性を明示した前記マップを、前記疲労に関する情報として表示する、付記3に記載の情報処理装置。
[付記5]
 前記表示制御手段は、前記対象者の前記第1疲労度及び前記第2疲労度に関する統計情報を、前記疲労に関する情報として表示する、付記2~4のいずれか一項に記載の情報処理装置。
[付記6]
 前記取得手段は、前記第1疲労度及び前記第2疲労度とは異なる指標に基づく前記疲労の度合いを示す第3疲労度をさらに取得し、
 前記表示制御手段は、前記第1疲労度と前記第2疲労度と前記第3疲労度とに基づき、前記対象者の疲労に関する情報を表示する、付記1~5のいずれか一項に記載の情報処理装置。
[付記7]
 前記表示制御手段は、前記第1疲労度と前記第2疲労度とに基づき、前記対象者の表示位置を決定し、かつ、前記第3疲労度に基づき、前記表示位置での前記対象者の表示態様を決定したマップを、前記疲労に関する情報として表示する、付記6に記載の情報処理装置。
[付記8]
 前記取得手段は、前記対象者の身体的な疲労の度合いを示す身体疲労度と、前記対象者の精神的な疲労の度合いを示す精神疲労度と、前記対象者の総合的な疲労の度合いを示す総合疲労度とのうち2つを、前記第1疲労度及び前記第2疲労度として少なくとも取得する、付記1~7のいずれか一項に記載の情報処理装置。
[付記9]
 前記取得手段は、前記対象者の疲労に影響を与えた前記対象者の活動に関する活動情報をさらに取得し、
 前記表示制御手段は、前記活動情報と、前記第1疲労度と、前記第2疲労度とに基づき、前記活動と前記対象者の疲労との関係を示す情報を表示する、付記1~8のいずれか一項に記載の情報処理装置。
[付記10]
 前記表示制御手段は、前記活動情報と前記第1疲労度と前記第2疲労度とに基づき、前記活動の前後での前記第1疲労度及び前記第2疲労度の変化を示す情報を表示する、付記9に記載の情報処理装置。
[付記11]
 前記表示制御手段は、前記活動情報と前記第1疲労度と前記第2疲労度とに基づき、前記対象者の活動量と、前記対象者の疲労状態との関係を示すマップを表示する、付記9に記載の情報処理装置。
[付記12]
 前記表示制御手段は、前記第1疲労度と前記第2疲労度とに基づき、前記対象者が実行すべき対策を示す情報を、前記対象者の疲労に関する情報として表示する、付記1~11のいずれか一項に記載の情報処理装置。
[付記13]
 前記表示制御手段は、疲労に関する条件と、前記条件が満たされた場合に実行すべき対策とを少なくとも関連付けた対策ルールを参照し、前記第1疲労度と前記第2疲労度との少なくとも一方に基づき、前記対策を決定する、付記12に記載の情報処理装置。
[付記14]
 前記対象者が実行した活動の各々の前後での前記対象者の疲労状態の変化の度合いに基づき、前記対策ルールを更新する対策ルール更新手段をさらに有する、付記13に記載の情報処理装置。
[付記15]
 コンピュータにより、
 対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得し、
 前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する、
制御方法。
[付記16]
 対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得し、
 前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する処理を
コンピュータに実行させるプログラムが格納された記憶媒体。
[Appendix 1]
An acquisition means for acquiring at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree.
A display control means for displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree, and a display control means.
Information processing device with.
[Appendix 2]
The target persons are a plurality of persons.
The information processing apparatus according to Appendix 1, wherein the display control means displays information regarding the fatigue of each of the subjects.
[Appendix 3]
The display control means displays a map relating to the first fatigue degree and the second fatigue degree of each of the subjects as information regarding the fatigue, based on the first fatigue degree and the second fatigue degree. The information processing device according to Appendix 2.
[Appendix 4]
The acquisition means further acquires attribute information regarding each attribute of the target person, and obtains the attribute information.
The display control means displays, as information on the fatigue, the map that clearly shows the commonality of the attributes between the subjects based on the first fatigue degree, the second fatigue degree, and the attribute information. The information processing apparatus according to Appendix 3.
[Appendix 5]
The information processing apparatus according to any one of Supplementary note 2 to 4, wherein the display control means displays statistical information on the first fatigue degree and the second fatigue degree of the subject as information on the fatigue.
[Appendix 6]
The acquisition means further acquires a third fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree and the second fatigue degree.
The display control means according to any one of Supplementary note 1 to 5, which displays information on the fatigue of the subject based on the first fatigue degree, the second fatigue degree, and the third fatigue degree. Information processing equipment.
[Appendix 7]
The display control means determines the display position of the target person based on the first fatigue degree and the second fatigue degree, and based on the third fatigue degree, the display control means of the target person at the display position. The information processing apparatus according to Appendix 6, which displays a map in which a display mode is determined as information on the fatigue.
[Appendix 8]
The acquisition means obtains the degree of physical fatigue indicating the degree of physical fatigue of the subject, the degree of mental fatigue indicating the degree of mental fatigue of the subject, and the degree of total fatigue of the subject. The information processing apparatus according to any one of Supplementary note 1 to 7, wherein at least two of the indicated total fatigue degrees are acquired as the first fatigue degree and the second fatigue degree.
[Appendix 9]
The acquisition means further acquires activity information regarding the activity of the subject who has affected the fatigue of the subject.
The display control means displays information indicating the relationship between the activity and the fatigue of the subject based on the activity information, the first fatigue degree, and the second fatigue degree. The information processing device according to any one of the items.
[Appendix 10]
The display control means displays information indicating changes in the first fatigue degree and the second fatigue degree before and after the activity based on the activity information, the first fatigue degree, and the second fatigue degree. , The information processing apparatus according to Appendix 9.
[Appendix 11]
The display control means displays a map showing the relationship between the activity amount of the subject and the fatigue state of the subject based on the activity information, the first fatigue degree, and the second fatigue degree. The information processing apparatus according to 9.
[Appendix 12]
The display control means displays information indicating measures to be taken by the subject based on the first fatigue degree and the second fatigue degree as information on the fatigue of the subject, Appendix 1 to 11. The information processing device according to any one of the items.
[Appendix 13]
The display control means refers to a countermeasure rule in which a condition relating to fatigue and a countermeasure to be taken when the condition is satisfied are at least associated with each other, and the first fatigue degree and the second fatigue degree are set to at least one. The information processing apparatus according to Appendix 12, which determines the measures based on the above.
[Appendix 14]
The information processing apparatus according to Appendix 13, further comprising a countermeasure rule updating means for updating the countermeasure rule based on the degree of change in the fatigue state of the subject before and after each of the activities executed by the subject.
[Appendix 15]
By computer
At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired.
Information on the subject's fatigue is displayed based on the first fatigue degree and the second fatigue degree.
Control method.
[Appendix 16]
At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired.
A storage medium in which a program for causing a computer to execute a process of displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree is stored.
 以上、実施形態を参照して本願発明を説明したが、本願発明は上記実施形態に限定されるものではない。本願発明の構成や詳細には、本願発明のスコープ内で当業者が理解し得る様々な変更をすることができる。すなわち、本願発明は、請求の範囲を含む全開示、技術的思想にしたがって当業者であればなし得るであろう各種変形、修正を含むことは勿論である。また、引用した上記の特許文献等の各開示は、本書に引用をもって繰り込むものとする。 Although the invention of the present application has been described above with reference to the embodiment, the invention of the present application is not limited to the above embodiment. Various changes that can be understood by those skilled in the art can be made within the scope of the present invention in terms of the configuration and details of the present invention. That is, it goes without saying that the invention of the present application includes all disclosure including claims, various modifications and modifications that can be made by those skilled in the art in accordance with the technical idea. In addition, each disclosure of the above-mentioned patent documents cited shall be incorporated into this document by citation.
 1、1A~1C 情報処理装置
 2 入力装置
 3 表示装置
 4 記憶装置
 5 センサ
 8 端末装置
 100、100A、100B 疲労分析システム
1, 1A-1C Information processing device 2 Input device 3 Display device 4 Storage device 5 Sensor 8 Terminal device 100, 100A, 100B Fatigue analysis system

Claims (16)

  1.  対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得する取得手段と、
     前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する表示制御手段と、
    を有する情報処理装置。
    An acquisition means for acquiring at least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree.
    A display control means for displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree, and a display control means.
    Information processing device with.
  2.  前記対象者は、複数の者であり、
     前記表示制御手段は、前記対象者の各々の疲労に関する情報を表示する、請求項1に記載の情報処理装置。
    The target persons are a plurality of persons.
    The information processing apparatus according to claim 1, wherein the display control means displays information regarding the fatigue of each of the subjects.
  3.  前記表示制御手段は、前記第1疲労度と前記第2疲労度とに基づき、前記対象者の各々の前記第1疲労度及び前記第2疲労度に関するマップを、前記疲労に関する情報として表示する、請求項2に記載の情報処理装置。 The display control means displays a map relating to the first fatigue degree and the second fatigue degree of each of the subjects as information regarding the fatigue, based on the first fatigue degree and the second fatigue degree. The information processing apparatus according to claim 2.
  4.  前記取得手段は、前記対象者の各々の属性に関する属性情報をさらに取得し、
     前記表示制御手段は、前記第1疲労度と前記第2疲労度と前記属性情報とに基づき、前記対象者同士での属性の共通性を明示した前記マップを、前記疲労に関する情報として表示する、請求項3に記載の情報処理装置。
    The acquisition means further acquires attribute information regarding each attribute of the target person, and obtains the attribute information.
    The display control means displays, as information on the fatigue, the map that clearly shows the commonality of the attributes between the subjects based on the first fatigue degree, the second fatigue degree, and the attribute information. The information processing apparatus according to claim 3.
  5.  前記表示制御手段は、前記対象者の各々の前記第1疲労度及び前記第2疲労度に関する統計情報を、前記疲労に関する情報として表示する、請求項2~4のいずれか一項に記載の情報処理装置。 The information according to any one of claims 2 to 4, wherein the display control means displays statistical information regarding the first fatigue degree and the second fatigue degree of each of the subjects as information regarding the fatigue. Processing equipment.
  6.  前記取得手段は、前記第1疲労度及び前記第2疲労度とは異なる指標に基づく前記疲労の度合いを示す第3疲労度をさらに取得し、
     前記表示制御手段は、前記第1疲労度と前記第2疲労度と前記第3疲労度とに基づき、前記対象者の疲労に関する情報を表示する、請求項1~5のいずれか一項に記載の情報処理装置。
    The acquisition means further acquires a third fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree and the second fatigue degree.
    The display control means according to any one of claims 1 to 5, which displays information on the fatigue of the subject based on the first fatigue degree, the second fatigue degree, and the third fatigue degree. Information processing equipment.
  7.  前記表示制御手段は、前記第1疲労度と前記第2疲労度とに基づき、前記対象者の表示位置を決定し、かつ、前記第3疲労度に基づき、前記表示位置での前記対象者の表示態様を決定したマップを、前記疲労に関する情報として表示する、請求項6に記載の情報処理装置。 The display control means determines the display position of the target person based on the first fatigue degree and the second fatigue degree, and the display control means of the target person at the display position based on the third fatigue degree. The information processing apparatus according to claim 6, wherein the map in which the display mode is determined is displayed as the information regarding the fatigue.
  8.  前記取得手段は、前記対象者の身体的な疲労の度合いを示す身体疲労度と、前記対象者の精神的な疲労の度合いを示す精神疲労度と、前記対象者の総合的な疲労の度合いを示す総合疲労度とのうち2つを、前記第1疲労度及び前記第2疲労度として少なくとも取得する、請求項1~7のいずれか一項に記載の情報処理装置。 The acquisition means obtains the degree of physical fatigue indicating the degree of physical fatigue of the subject, the degree of mental fatigue indicating the degree of mental fatigue of the subject, and the degree of total fatigue of the subject. The information processing apparatus according to any one of claims 1 to 7, wherein at least two of the indicated total fatigue degrees are acquired as the first fatigue degree and the second fatigue degree.
  9.  前記取得手段は、前記対象者の疲労に影響を与えた前記対象者の活動に関する活動情報をさらに取得し、
     前記表示制御手段は、前記活動情報と、前記第1疲労度と、前記第2疲労度とに基づき、前記活動と前記対象者の疲労との関係を示す情報を表示する、請求項1~8のいずれか一項に記載の情報処理装置。
    The acquisition means further acquires activity information regarding the activity of the subject who has affected the fatigue of the subject.
    The display control means displays information indicating the relationship between the activity and the fatigue of the subject based on the activity information, the first fatigue degree, and the second fatigue degree, claims 1 to 8. The information processing apparatus according to any one of the above.
  10.  前記表示制御手段は、前記活動情報と前記第1疲労度と前記第2疲労度とに基づき、前記活動の前後での前記第1疲労度及び前記第2疲労度の変化を示す情報を表示する、請求項9に記載の情報処理装置。 The display control means displays information indicating changes in the first fatigue degree and the second fatigue degree before and after the activity based on the activity information, the first fatigue degree, and the second fatigue degree. , The information processing apparatus according to claim 9.
  11.  前記表示制御手段は、前記活動情報と前記第1疲労度と前記第2疲労度とに基づき、前記対象者の活動量と、前記対象者の疲労状態との関係を示すマップを表示する、請求項9に記載の情報処理装置。 The display control means claims to display a map showing the relationship between the activity amount of the subject and the fatigue state of the subject based on the activity information, the first fatigue degree, and the second fatigue degree. Item 9. The information processing apparatus according to Item 9.
  12.  前記表示制御手段は、前記第1疲労度と前記第2疲労度とに基づき、前記対象者が実行すべき対策を示す情報を、前記対象者の疲労に関する情報として表示する、請求項1~11のいずれか一項に記載の情報処理装置。 Claims 1 to 11 indicate that the display control means displays information indicating measures to be taken by the subject as information regarding the fatigue of the subject based on the first fatigue degree and the second fatigue degree. The information processing apparatus according to any one of the above.
  13.  前記表示制御手段は、疲労に関する条件と、前記条件が満たされた場合に実行すべき対策とを少なくとも関連付けた対策ルールを参照し、前記第1疲労度と前記第2疲労度との少なくとも一方に基づき、前記対策を決定する、請求項12に記載の情報処理装置。 The display control means refers to a countermeasure rule in which a condition relating to fatigue and a countermeasure to be taken when the condition is satisfied are at least associated with each other, and the first fatigue degree and the second fatigue degree are set to at least one. The information processing apparatus according to claim 12, which determines the measures based on the above.
  14.  前記対象者が実行した活動の各々の前後での前記対象者の疲労状態の変化の度合いに基づき、前記対策ルールを更新する対策ルール更新手段をさらに有する、請求項13に記載の情報処理装置。 The information processing apparatus according to claim 13, further comprising a countermeasure rule updating means for updating the countermeasure rule based on the degree of change in the fatigue state of the subject before and after each of the activities executed by the subject.
  15.  コンピュータにより、
     対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得し、
     前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する、
    制御方法。
    By computer
    At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired.
    Information on the subject's fatigue is displayed based on the first fatigue degree and the second fatigue degree.
    Control method.
  16.  対象者の疲労の度合いを示す第1疲労度と、前記第1疲労度とは異なる指標に基づく前記疲労の度合いを示す第2疲労度と、を少なくとも取得し、
     前記第1疲労度と前記第2疲労度とに基づき、前記対象者の疲労に関する情報を表示する処理をコンピュータに実行させるプログラムが格納された記憶媒体。
    At least a first fatigue degree indicating the degree of fatigue of the subject and a second fatigue degree indicating the degree of fatigue based on an index different from the first fatigue degree are acquired.
    A storage medium in which a program for causing a computer to execute a process of displaying information on the fatigue of the subject based on the first fatigue degree and the second fatigue degree is stored.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024019047A1 (en) * 2022-07-20 2024-01-25 株式会社タニタ Fatigue evaluation device, fatigue evaluation system, fatigue evaluation program, and fatigue evaluation method

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013190914A (en) * 2012-03-13 2013-09-26 Chugoku Electric Power Co Inc:The Fatigue level management system
JP2017023311A (en) * 2015-07-21 2017-02-02 株式会社タニタ Fatigue determination device and program
JP2017029465A (en) * 2015-08-03 2017-02-09 セイコーエプソン株式会社 Exercise support device, exercise support system, exercise support method, and program
JP2017086524A (en) * 2015-11-11 2017-05-25 セイコーエプソン株式会社 Fatigue degree control device, fatigue degree control system and fatigue degree determination method
JP2018169861A (en) * 2017-03-30 2018-11-01 株式会社タニタ Information processing device, information processing method and program
JP2019096283A (en) * 2017-11-17 2019-06-20 菊雄 粟野 Device, method, and computer program for evaluating stress fatigue and supporting health guidance

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013190914A (en) * 2012-03-13 2013-09-26 Chugoku Electric Power Co Inc:The Fatigue level management system
JP2017023311A (en) * 2015-07-21 2017-02-02 株式会社タニタ Fatigue determination device and program
JP2017029465A (en) * 2015-08-03 2017-02-09 セイコーエプソン株式会社 Exercise support device, exercise support system, exercise support method, and program
JP2017086524A (en) * 2015-11-11 2017-05-25 セイコーエプソン株式会社 Fatigue degree control device, fatigue degree control system and fatigue degree determination method
JP2018169861A (en) * 2017-03-30 2018-11-01 株式会社タニタ Information processing device, information processing method and program
JP2019096283A (en) * 2017-11-17 2019-06-20 菊雄 粟野 Device, method, and computer program for evaluating stress fatigue and supporting health guidance

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024019047A1 (en) * 2022-07-20 2024-01-25 株式会社タニタ Fatigue evaluation device, fatigue evaluation system, fatigue evaluation program, and fatigue evaluation method

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