JP2017152003A - Behavior recording device, behavior recording method, and behavior recording program - Google Patents

Abstract

PROBLEM TO BE SOLVED: To provide a behavior recording device capable of improving determining accuracy of behavior classification of a user, and a behavior recording method.SOLUTION: A behavior recording device 1 recording behavior of a user comprises : storage means 25; detection means 24 detecting at least any of biological information and motion information of the user; behavior determination means (processing means 27) determining behavior classification being classification of the behavior of the user on the basis of the information detected by the detection means 24 and determination conditions for each behavior classification; history recording means (processing means 27) causing the storage means 25 to store the determined behavior classification; display means (operation device 3) displaying a history of the stored behavior classification; input means (operation device 3) receiving input operation; behavior correction means (processing means 27) correcting the behavior of which the behavior classification is determined on the basis of the input operation; and condition correction means (processing means 27) correcting the determination conditions on the basis of the information detected by the detection means 24 when the corrected behavior of the user is executed.SELECTED DRAWING: Figure 3

Description

  The present invention relates to an action recording apparatus, an action recording method, and an action recording program, and more particularly to an action recording apparatus, an action recording method, and an action recording program for recording a user's action.

2. Description of the Related Art Conventionally, an activity monitor that records user behavior is known for maintaining health and dieting (see, for example, Patent Document 1).
The activity monitor described in Patent Document 1 is attached to a user's wrist or the like and includes various buttons and a display. As such buttons, the activity monitor includes an exercise button that is pressed at the start and end of exercise, and a food button that is pressed when food and drinks are consumed. Is stored in a memory provided in the apparatus.
In addition, the activity monitor includes various sensors such as a pulse rate sensor, an acceleration sensor, and a GPS sensor. And the activity monitor calculates calorie consumption based on the pulse rate detected by the pulse rate sensor, and further, based on the acceleration detected by the acceleration sensor and the GPS sensor and the position of the user, It is configured so that the start and end of exercise can be automatically detected without pressing a button.

JP-T-2004-515291

However, there are a wide variety of user behaviors, and there are individual differences in changes in biological information caused by human behavior. Therefore, user behavior is automatically determined based on detection results of biological information and exercise information detected by sensors. It is difficult to accurately determine the type. For example, there is a possibility that it is determined that “I was exercising” even though I was not actually exercising. is there.
For this reason, the structure which can improve the determination precision of a user's action classification has been desired.

  An object of the present invention is to provide an action recording apparatus, an action recording method, and an action recording program capable of improving the determination accuracy of a user's action type.

  An action recording apparatus of the present invention is an action recording apparatus that records a user's action, and includes a storage unit, a detection unit that detects at least one of the user's biological information and movement information, and the detection unit. Based on detected information and determination conditions for each action type, action determination means for determining an action type that is the type of the user's action, and history for storing the determined action type in the storage means Recording means, display means for displaying the stored history of the action type, input means for receiving an input operation, and correcting the action for which the action type is determined by the action determination means based on the input operation Behavior correcting means and condition correcting means for correcting the determination condition based on information detected by the detecting means when the behavior corrected by the behavior correcting means is performed Characterized in that it comprises a.

  According to the present invention, an action type that is a type of action performed by the user based on a detection result (at least one of the user's biological information and motion information) and a determination condition for each action type. Is determined by the action determination means, and the determined action type is stored in the storage means. According to this, a user's action can be automatically recorded by an action recording device, without recording a user's own action. Therefore, the user's action can be easily recorded.

  In addition, the determination condition used for determining the action type by the action determination unit is corrected by the condition correction unit in accordance with the correction of the action by the behavior correction unit. At this time, the condition correcting unit corrects the determination condition based on information detected by the detecting unit when the behavior corrected by the behavior correcting unit is performed. According to this, based on the content of the user's actual action, the determination condition can be tightened or relaxed, and the user's action can be determined more accurately. Therefore, the determination accuracy of the user's action type can be improved.

In the present invention, when the action is corrected by the action correcting means, the condition correcting means sets the determination condition for the action type according to the action before correction to be stricter than the determination condition before correction. It is preferable to do.
It should be noted that stricter judgment conditions indicate that the predetermined range is narrowed when it is determined that the value detected by the detecting means is within the predetermined range and the judgment condition is met. When it is determined that the determination condition is met when it is out of the range, the predetermined range is expanded. Further, when it is determined that the detection condition is met when the value of the detection result exceeds a predetermined threshold, it indicates that the predetermined threshold is increased, and when the value is lower than the predetermined threshold, the determination condition is met. If so, it indicates that the predetermined threshold is to be lowered.

  According to the present invention, the condition correction means makes the judgment condition for the type of action before correction by the action correction means stricter than before the correction of the determination condition. According to this, when the same detection result as that when the action before the type is corrected is obtained, it is possible to suppress the determination that the type of the action is the type before the correction. Therefore, it is possible to reliably improve the determination accuracy of the user's action type.

In the present invention, when an action is corrected by the action correcting unit, the condition correcting unit loosens the determination condition for the action type according to the corrected action compared to the determination condition before the correction. It is preferable to do.
It should be noted that loosening the determination condition indicates that when the value detected by the detection means is within the predetermined range, it is determined that the determination condition is met, and that the predetermined range is widened. When it is determined that the determination condition is met when it is out of the range, the predetermined range is narrowed. Furthermore, when it is determined that the detection result matches the determination condition when the value of the detection result exceeds the predetermined threshold, it indicates that the predetermined threshold is lowered, and the determination condition is satisfied when the detection result value is lower than the predetermined threshold. If so, it indicates that the predetermined threshold is to be increased.

  According to the present invention, the condition correction unit relaxes the determination condition for the type of the user's behavior after the correction by the behavior correction unit as compared with that before the correction of the determination condition. According to this, when the same detection result as that when the action before the type is corrected is obtained, it can be easily determined that the type of the action is the corrected type. Therefore, it is possible to reliably improve the determination accuracy of the user's action type.

In the present invention, it is preferable that the condition correction unit loosens the determination condition for the action type that has not been determined for a predetermined period of time by the action determination unit as compared to the determination condition before correction.
According to the present invention, the condition correction means loosens the determination condition for the action type that has not been determined to be performed by the action determination means for a predetermined period. According to this, when an action of a type whose judgment condition is relaxed is performed, it can be easily determined that the action of the type is executed. Therefore, it is possible to reliably improve the determination accuracy of the user's action type.

In the present invention, it comprises a timing means for timing the current time, the storage means stores the type of action determined to have been executed by the action determination means and the time at which the action was executed in association with each other, It is preferable that the determination condition includes a time zone during which the action of the action type corresponding to the determination condition is easily performed.
According to the present invention, the determination condition for each action type includes not only information that can be detected by the detection means but also a time zone in which the action indicated by the action type occurs. According to this, the action type can be determined with higher accuracy. Accordingly, it is possible to further improve the determination accuracy of the user's action type.

In the present invention, the storage means, the detection means, the action determination means, the history recording means, the action correction means, and the detection recording apparatus having the condition correction means, the operation means having the display means and the input means, The detection recording device includes a detection recording device side transmission / reception unit that transmits the history stored in the storage unit to the operation device and receives correction information for correcting the history from the operation device, The operation device preferably includes an operation device side transmission / reception unit that receives the history transmitted from the detection recording device and transmits the correction information according to an input operation to the input unit to the detection recording device.
According to the present invention, the detection recording device and the operation device are separated from each other, so that the detection recording device that has detection means and can be worn by the user can be downsized, and the action type history The display means of the operating device that displays can be enlarged. Therefore, the usability and operability of the action recording device can be improved.

Alternatively, in the present invention, a detection device having the detection means and a transmission means for transmitting information detected by the detection means, the storage means, the behavior determination means, the history recording means, the display means, And a recording device having input means, the behavior correcting means, the condition correcting means, and a receiving means for receiving information transmitted from the detecting device, wherein the behavior determining means is information received by the receiving means. It is preferable to determine the action type based on the above.
According to the present invention, by using a configuration in which the detection device and the recording device are separated, the usability and operability of the behavior recording device can be improved in the same manner as the behavior recording device described above. At this time, since the detection device only needs to include detection means and transmission means, the detection device that can be worn by the user can be further reduced in size. In addition, since the recording device includes an action determination unit, a circuit for performing complicated determination processing can be easily mounted on the recording device, and a general-purpose terminal that executes a predetermined program is used. Is also possible.

The action recording method of the present invention is an action recording method executed by an action recording apparatus for recording a user's action, and detects and detects at least one of the user's biological information and motion information. And determining the action type that is the type of the user's action, storing the determined action type, and displaying the stored history of the action type Then, based on an input operation, the behavior for which the behavior type is determined is corrected, and the determination condition is corrected based on information detected when the corrected behavior is implemented. .
According to the present invention, it is possible to achieve the same effect as the above-described action recording device.

The schematic diagram which shows the structure and example of mounting | wearing of the action recording apparatus which concern on 1st Embodiment of this invention. The schematic diagram which shows the external appearance of the detection apparatus in the said 1st Embodiment. The block diagram which shows the structure of the detection apparatus in the said 1st Embodiment. The block diagram which shows the structure of the process means in the said 1st Embodiment. The block diagram which shows the structure of the operating device in the said 1st Embodiment. The figure which shows the operating device in the said 1st Embodiment, and an example of a log | history correction screen. The figure which shows an example of the action correction screen in the said 1st Embodiment. The flowchart which shows the action recording process in the said 1st Embodiment. The flowchart which shows the history correction process in the said 1st Embodiment. The block diagram which shows the structure of the action recording apparatus which concerns on 2nd Embodiment of this invention. The block diagram which shows the structure of the action recording apparatus which concerns on 3rd Embodiment of this invention. The block diagram which shows the structure of the recording device in the said 3rd Embodiment. The flowchart which shows the 1st recording process included in the action recording process in the said 3rd Embodiment. The flowchart which shows the 2nd recording process contained in the action recording process in the said 3rd Embodiment. The flowchart which shows the history correction process in the said 3rd Embodiment. The block diagram which shows the structure of the action recording apparatus which concerns on 4th Embodiment of this invention.

[First Embodiment]
Hereinafter, a first embodiment of the present invention will be described based on the drawings.
[Schematic configuration of action recording device]
FIG. 1 is a schematic diagram illustrating a configuration and a wearing example of the behavior recording apparatus 1 according to the present embodiment.
As shown in FIG. 1, the behavior recording apparatus 1 according to the present embodiment detects the movement and biological information of the user US, and determines the behavior type (behavior type) of the user US based on the information. And the detection apparatus 2 which records the said action, and the operation apparatus 3 with which operation which corrects the log | history of action is performed are provided.
The detection device 2 and the operation device 3 are configured to be communicable with a server SV (see FIGS. 3 and 5) that manages the behavior history, movement information, and biological information of the user US. It is configured to receive and display advice for health status and diet.

[Configuration of detection device]
FIG. 2 is a schematic diagram showing the appearance of the detection device 2. FIG. 3 is a block diagram showing the configuration of the detection device 2.
In the behavior recording device 1, the detection device 2 not only functions as a detection unit that detects the movement information and biological information of the user US, but also functions as a determination unit that determines the type of behavior of the user US. It also functions as a recording means for recording the detected action type and each detected information. In addition, the detection device 2 is based on the correction information received from the operation device 3, the behavior correction means for correcting the behavior of the user US determined and recorded, and the determination condition used for determination of the behavior type. It also functions as a condition correcting means for correcting. That is, the detection device 2 corresponds to the detection recording device of the present invention.
As shown in FIG. 2, such a detection apparatus 2 includes a casing 21 having a wristwatch-like appearance, and the casing 21 is provided with a band BN for mounting the casing 21 on the wrist of the user US. It has been. In addition to the casing 21, the detection device 2 includes a display unit 22, an input unit 23, a detection unit 24, a storage unit 25, a transmission / reception unit 26, and a processing unit 27, as shown in FIG. 3.

  The display unit 22 includes a display panel such as a liquid crystal panel, an organic EL (Electro-Luminescence) panel, and an electrophoresis panel, and is provided on the front surface of the housing 21. The display means 22 displays a predetermined image under the control of the processing means 27 described later.

The input unit 23 includes a plurality of buttons provided on the outer periphery of the housing 21, and outputs an operation signal corresponding to the input button to the processing unit 27.
As such a button, the input unit 23 switches the operation mode of the detection device 2 and switches the screen displayed by the display unit 22 (a button labeled “M”) or the displayed screen. In addition to a selection button 232 (a button labeled “Y”) and 233 (a button labeled “N”) for inputting “YES” or “NO”, a predetermined function is given to the processing means 27. Buttons 234 to 237 to be executed are provided.

  The detection unit 24 includes sensors 241 to 245 that individually detect the movement and biometric information of the user US, and processes the signals indicating the detection results of the sensors 241 to 245 for each of the sensors 241 to 245, respectively. 27.

The acceleration sensor 241 detects acceleration that changes with the user's behavior. The acceleration sensor 241 detects the acceleration that changes mainly due to the movement of the arm, since the detection device 2 is mounted on the wrist of the user US, but acts on the user when the arm is stationary. Detect acceleration.
The temperature sensor 242 and the pulse sensor 243 are provided on the back surface of the housing 21 and come into contact with the wrist of the user US. Among these, the temperature sensor 242 detects the body temperature of the user US, and the pulse sensor 243 detects the pulse of the user US.

Specifically, the pulse sensor 243 is configured by a photoelectric sensor including a light emitting element and a light receiving element, and irradiates light from the light emitting element toward the living body (wrist) in a state where the detection device 2 is attached to the wrist. The pulse rate is detected by detecting a change in the amount of reflected light received by the light receiving element. That is, the light irradiated to the living body is partially absorbed by the blood vessel, but the absorption rate in the blood vessel changes due to the influence of the pulse, and the amount of reflected light in the blood vessel also changes. For this reason, it is possible to measure the pulse rate from the change in the amount of reflected light detected by the light receiving element.
Such a pulse sensor 243 may employ an ultrasonic sensor that detects the contraction of a blood vessel using ultrasonic waves and measures the pulse rate in place of the photoelectric sensor. You may employ | adopt the sensor which detects.

The position sensor 244 is a sensor that acquires position information indicating the current location of the user US, and a GPS sensor is employed in this embodiment. This GPS sensor receives GPS signals from at least three GPS satellites among a plurality of GPS satellites orbiting the earth's satellite orbit, and detects the current location of the detection device 2 (in other words, the current location of the user US). The position information indicating is acquired. In addition, by receiving GPS signals from four or more GPS satellites, not only the location information of the current location of the user US but also the altitude of the current location can be acquired.
The altitude sensor 245 measures the atmospheric pressure around the detection device 2, calculates the altitude from the measured atmospheric pressure, and outputs it.

  The storage unit 25 is a memory that stores various programs and data necessary for the operation of the detection device 2. As such data, the storage means 25 stores, for example, the current date and time, personal information (gender, age, weight, etc.) of the user set by the input means 23 or the operation device 3 described later, the user Action history and determination conditions for each action type are stored.

  The determination condition is used when determining the type of action of the user. Such determination conditions include, for each action type, a range of values detected by the sensors 241 to 245 when the action of the action type is executed, a tendency of a change in the detection result, and the action is performed. An easy time range (or a normal occurrence interval at which the action normally occurs) is stored in association with each other. Some of the above items are not set depending on the determination condition. For example, some action type determination conditions that may be frequently executed do not have a time range or normal occurrence interval that is likely to be executed. Such a determination condition is stored in the storage unit 25 in advance in the present embodiment.

  The transmission / reception means 26 is a communication module that communicates with an external device such as the operation device 3. The transmission / reception means 26 transmits the information input from the processing means 27 to the external device with which communication connection is established, and outputs the information received from the external device to the processing means 27. Such transmission / reception means 26 can be exemplified by a module conforming to the Bluetooth (registered trademark) standard and a wireless LAN (Local Area Network) module capable of communication in an ad hoc mode. Moreover, you may connect the detection apparatus 2 and an external apparatus with a wire communication.

[Configuration of processing means]
FIG. 4 is a block diagram showing the configuration of the processing means 27.
The processing means 27 controls the operation of the detection device 2 and is configured to include an arithmetic device such as a CPU (Central Processing Unit). As shown in FIG. 4, the processing unit 27 processes the program stored in the storage unit 25 so that the time measuring unit 271, the display control unit 272, the detection result recording unit 273, the calorie calculation unit 274, It functions as an action determination unit 277, a history recording unit 278, a history output unit 279, a history correction unit 280, and a condition correction unit 281.

The time measuring unit 271 corresponds to the time measuring means of the present invention, and measures the current time. The current time (internal time) measured by the time measuring unit 271 is stored in the storage unit 25.
The display control unit 272 controls the operation of the display unit 22 to display a predetermined image on the display unit 22. For example, the display control unit 272 displays an image indicating the operation state of the detection device 2 and an image of a confirmation screen CS described later.

The detection result recording unit 273 controls the detection operation by the detection unit 24, and acquires movement information and biological information of the user US based on signals input from the sensors 241 to 245. Then, the detection result recording unit 273 associates the acquired information with the time when the information is acquired, and stores the information in the storage unit 25.
The calorie calculation unit 274 calculates a calorie consumption that is one of the exercise evaluation amounts based on the detection result (pulse rate) of the pulse sensor 243. Then, the calorie calculation unit 274 stores the calculated calorie consumption in the storage unit 25.

The behavior determination unit 277 corresponds to the behavior determination unit of the present invention. Based on the determination conditions for each action type, the transition of detection results by the sensors 241 to 245, and the internal time, the action determination unit 277 determines whether a candidate action that is a candidate action to be recorded is a user US. It is determined whether it has been implemented. That is, the action determination unit 277 determines that a candidate action of the action type has occurred when the transition of the detection results by the sensors 241 to 245 and the internal time match any of the determination conditions for each action type. .
Note that the types of candidate actions that can be determined by the action determination unit 277 are types according to the determination conditions stored in the storage unit 25, and the types include “wake-up” and “meal” that are relatively frequently performed. In addition to “exercise” and “sleeping”, “movement” using a moving body such as a train or a car, “work” such as desk work, and the like. Moreover, actions such as “running”, “gymnastics”, and “step up / down” are examples of actions classified into “exercise”.

The history recording unit 278 corresponds to the history recording means of the present invention, and when the action determining unit 277 determines that the candidate action is performed, the history recording unit 278 indicates the type of the candidate action and the time when the candidate action was performed. Record. At this time, the history recording unit 278 causes the user US to confirm whether or not the candidate action is an action actually performed, that is, an “implementation action”. And when operation which recognizes having performed the said action by the user US is performed with respect to the input means 23, the log | history recording part 278 memorize | stores the said candidate action in the memory | storage means 25 as "implementation action". .
For example, when the action determination unit 277 determines that the “exercise (running)” candidate action has occurred, the history recording unit 278 generates a notification sound and vibration and displays a confirmation screen CS as shown in FIG. By displaying on the display means 22 by the control unit 272, the user is allowed to confirm the candidate action.
When the “YES” selection button 232 is input while the confirmation screen CS is displayed, the history recording unit 278 stores the candidate action in the storage unit 25 as “execution action”.
On the other hand, when the “NO” selection button 233 is input, the history recording unit 278 stores the candidate in the storage unit 25 as an action that has not been executed, that is, an “unimplemented action”. In addition, it is good also as a structure which does not memorize | store the action made into "non-execution action".

If the input operation of the selection buttons 232 and 233 is not performed by the user even after a predetermined time (for example, several minutes) has elapsed since the confirmation screen CS is displayed, the display means 22 displays the confirmation screen CS. The image to be transferred is changed from the confirmation screen CS to the normal screen. Then, the history recording unit 278 stores the candidate action in the storage unit 25 as an action that has not been confirmed by the user, that is, a “hold action”.
The history recording unit 278 displays a confirmation screen without generating a notification sound and vibration when the type of candidate action determined to have been implemented is “wake-up” or “sleeping”. This is to prevent the user from being awakened by a notification sound and vibration even though the user has not actually woken up. Similarly, in order to prevent the user from being awakened by notification sound and vibration when actually sleeping.

When a request signal for requesting an action history stored in the storage unit 25 is received from the operation device 3 to be described later, the history output unit 279 reads out the action history and outputs it to the transmission / reception unit 26. The action history is transmitted to the controller device 3. At this time, the history output unit 279 outputs information related to the behavior stored in the storage unit 25 as “executed behavior” and “holding behavior”, and does not output information related to the behavior stored as “non-implemented behavior”.
The history correction unit 280 corresponds to the action correction unit of the present invention, and corrects the action based on the correction information received from the controller device 3. The condition correction unit 281 corresponds to the condition correction unit of the present invention, and corrects the determination condition for the action type corresponding to the action corrected by the history correction unit 280.
The history correction unit 280 and the condition correction unit 281 will be described in detail after describing the configuration of the operation device 3 and the action history correction operation by the operation device 3.

[Configuration of operation device]
FIG. 5 is a block diagram showing a configuration of the controller device 3.
The operation device 3 functions as an operation unit that performs an operation of correcting the action history recorded in the detection device 2, and also includes an action history of the user US stored in the detection device 2, a detection result by the detection unit 24, and It also functions as storage means for acquiring and storing information such as calculated calories. The information stored in the controller device 3 and the information stored in the detection device 2 become information having substantially the same content by history correction processing described later. Such an operation device 3 is realized by, for example, a PC (Personal Computer) that executes a predetermined application, a tablet terminal that is a mobile terminal, a smart phone (multifunctional mobile phone), or the like. The configuration realized by is shown below.
In order to realize the above function, the controller device 3 includes a display unit 31, an input unit 32, a storage unit 33, a transmission / reception unit 34, and a control unit 35 as shown in FIG.

The display unit 31 includes a display panel, and displays a predetermined image under the control of the control unit 35. For example, the display unit 31 displays images such as a history correction screen RM (see FIG. 6) and an action correction screen AM (see FIG. 7) described later.
The input unit 32 includes a button provided on the outer surface of the casing of the controller device 3 and a touch panel provided according to an image display area on the display unit 31. Then, the input unit 32 outputs an operation signal corresponding to a user input operation to the button and the touch panel to the control unit 35.

The storage means 33 is configured by an HDD (Hard Disk Drive), a flash memory, or the like, and stores various programs and data necessary for the operation of the controller device 3. For example, the storage unit 33 stores information such as an action history received from the detection device 2 and stores correction information of an action history corresponding to an input operation on the input unit 32.
The transmission / reception means 34 is a communication module that communicates with an external device such as the detection device 2. The transmission / reception unit 34 transmits / receives information to / from the external device under the control of the control unit 35.

[Configuration of control means]
The control means 35 controls the operation of the controller device 3 and is constituted by a CPU. In addition to functioning as a display control unit 351, the control unit 35 executes a history correction program stored in the storage unit 33 by the CPU, whereby a request signal output unit 352, a history acquisition unit 353, a correction information acquisition unit 354, and It functions as a correction information output unit 355.

  The display control unit 351 controls the display unit 31 to display various screens. More specifically, the display control unit 351 generates images of various screens and outputs a drive signal corresponding to the images to the display unit 31 to display the image on the display unit 31. For example, when the CPU executes a history correction program, the display control unit 351 causes the display unit 31 to display a history correction screen RM (see FIG. 6), an action correction screen AM (see FIG. 7), and the like which will be described later. .

  When the user performs an operation for referring to the action history recorded in the detection device 2 (for example, an operation for executing a history correction program) on the input unit 32, the request signal output unit 352 displays the action history. A request signal to be requested is output to the transmission / reception means 34. This request signal is transmitted to the detection apparatus 2 that has established communication connection with the transmission / reception means 34.

The history acquisition unit 353 acquires the action history received from the detection device 2 and stores it in the storage unit 33. The action history acquired by the history acquisition unit 353 is read by the display control unit 351, and a history correction screen RM described later is displayed based on the action history. In addition to the action history, the history acquisition unit 353 also acquires user movement information and biological information stored in the storage unit 25, information such as calorie consumption for each action or date.
The correction information acquisition unit 354 acquires the correction content of the action history based on the input operation on the input unit 32 and stores the correction information indicating the correction content in the storage unit 33. Such correction information includes information (behavior type, occurrence time, etc.) about the action that has been corrected, added, and deleted.
The correction information output unit 355 outputs the correction information stored in the storage unit 33 to the transmission / reception unit 34 when an operation for transmitting the correction information (an input operation of a transmission button B2 described later) is performed, and the transmission / reception unit 34 The means 34 is made to transmit to the detection apparatus 2.

FIG. 6 is a diagram illustrating an appearance of the controller device 3 and an example of a history correction screen RM.
As described above, when the history correction program is executed, a history correction screen RM as shown in FIG. 6 is displayed on the display unit 31 under the control of the display control unit 351.
The history correction screen RM includes a date setting area A1 in which the current date and time are set and a history setting area A2, and the history setting area A2 includes an outline area A3, an action setting area A4, and an operation area A5. .
Among these, in the summary area A3, a message indicating the date of the displayed action history and the calorie consumption of the date, and an add button B1 labeled “add” are set. In addition, in the operation area A5, a transmission button B2 written as “transmission” is set.

In the action setting area A4, actions recorded on the date displayed in the outline area A3 are set in the order of occurrence time along the vertical direction on the screen. Further, an approval button B3 written as “OK”, a correction button B4 written as “correct”, and a delete button B5 written as “delete” are provided according to each action.
Note that the action recorded as the “execution action” by the history recording unit 278 has been confirmed by the user, and therefore the approval button B3 corresponding to the action cannot be input. On the other hand, the correction button B4 and the delete button B5 provided according to the action can be input. Further, the action recorded as “pending action” by the history recording unit 278 is marked with a mark MK written as “!” Indicating that the confirmation by the user has not been completed.

In such a history correction screen RM, when an operation for selecting a displayed action (for example, an operation of double-tapping an area where the type of action is set) is performed, the selected action is selected from the history correction screen RM. The screen switches to a detailed screen (not shown) that displays detailed information on the action. This detailed screen includes calorie consumption during the period in which the action is executed.
Further, when the approval button B3 is input on the history correction screen RM, the action corresponding to the approval button B3 is approved as the “execution action”.
Furthermore, when the delete button B5 is input on the history correction screen RM, the action corresponding to the delete button B5 is deleted from the screen RM. That is, the action is changed to “unimplemented action”. In addition, when the delete button B5 is input, a message or a screen for confirming whether or not to delete the corresponding action is displayed, and then when the same operation is performed, the action is deleted. Also good.

FIG. 7 is a diagram illustrating an example of the behavior correction screen AM.
On the other hand, when the correction button B4 is input on the history correction screen RM, the display control unit 351 changes the display image to the behavior correction screen AM as shown in FIG.
The action correction screen AM includes an action selection object J1, an occurrence selection object J2, an occurrence selection object J3, an OK button B6 labeled “OK”, and a cancel button B7 labeled “CANCEL”. It has been.

The action selection object J1 is configured such that a plurality of action types that can be determined by the action determination unit 277 are set, and any action type can be selected from the plurality of action types.
The occurrence selection object J2 and the occurrence selection object J3 are objects configured to be able to select an action occurrence time. Of these, the occurrence selection object J2 is an object that can select “hour” of the occurrence time, and the occurrence selection object J3 is an object that can select “minute” of the occurrence time. is there. Note that an object for inputting the occurrence time may be provided instead of the object having such a configuration. Further, an object for selecting / inputting the end time may be further provided.
Such an action correction screen AM is displayed in a state in which the content of the action selected on the history correction screen RM is set as an initial value in the objects J1 to J3.

When the OK button B <b> 6 is input, the correction content is acquired by the correction information acquisition unit 354, and correction information indicating the correction content is stored in the storage unit 33. Thereafter, the screen displayed on the display means 31 is changed to the history correction screen RM in which the correction content is reflected.
On the other hand, when the cancel button B7 is input, the correction content is discarded, and the history correction screen RM before the transition to the behavior correction screen AM is returned. In this case, the correction information acquisition unit 354 does not acquire the correction content.

Returning to FIG. 6, when an add button B1 provided in the overview area A3 of the history correction screen RM is input, a transition is made to an action addition screen (not shown). This behavior addition screen has the same configuration as the behavior correction screen AM described above, and is a screen on which the user adds an actually performed behavior although it is not determined that the behavior determination unit 277 has performed it.
When an OK button is input after the type of action to be added is input on this action addition screen, the content of the action is acquired by the correction information acquisition unit 354 and the correction information is stored in the storage unit 33. Is done. After that, the action addition screen transits to a history correction screen RM that reflects the content of the added action. When the cancel button is input, the action is not added and the screen is changed to the history correction screen RM.

  When the transmission button B2 in the operation area A5 of the history correction screen RM is input, the correction information output unit 355 outputs the correction information stored in the storage unit 33 to the transmission / reception unit 34. As a result, the transmission / reception means 34 transmits the correction information to the detection device 2.

[Processing of history correction section and condition correction section]
Returning to FIG. 4, the history correction unit 280 of the detection device 2 corrects the action history stored in the storage unit 25 based on the correction information received from the controller device 3 as described above.
For example, when correction information for adding an action to an action history on a certain date is received, the history correction unit 280 associates the type of action with the date and time of occurrence, and stores “ "To memorize. When correction information for correcting at least one of the action type and the occurrence time of an action on a certain date is received, the content of the corresponding action is corrected based on the correction information. Furthermore, when information for approving an action (information indicating that the approval button B3 corresponding to the action has been input) is included in the correction information, the history correction unit 280 determines that the action is “pending action” To "Implementation Action".

When the candidate action determined to have been performed by the action determination unit 277 is input as the “NO” selection button 233 and the history recording unit 278 selects “non-execution action”, the condition correction unit 281 Correct the criteria for the candidate action type.
For example, if the action determination unit 277 determines that “exercise (running)” has been performed based on the detection result of the detection unit 24, the above-described confirmation screen CS is displayed.
When the “YES” selection button 232 is input and “execution action” is selected while the confirmation screen CS is being displayed, the condition correction unit 281 is necessary based on the movement information and the transition of the biological information. If there is, correct the criteria for “exercising (running)”.

  On the other hand, when the “NO” selection button 233 is input and “not implemented” is displayed while the confirmation screen CS is being displayed, the condition correction unit 281 is based on the movement information and the transition of the biological information. The determination condition for the “exercise (running)” is tightened so that the action type at the time of occurrence of the action is not determined to be “exercise (running)”. Specifically, the threshold value and the range included in the determination condition are adjusted so that the transition of the detection result (detection result of each sensor 241 to 245) by the detection unit 24 does not match the determination condition.

Further, the condition correction unit 281 corrects the determination condition based on the correction information received from the controller device 3. That is, the condition correction unit 281 determines the type of the action based on the correction information indicating the correction, deletion, and addition of the action and the transition of the detection result by the detection unit 24 when the action is performed. Correct the condition.
Among these, the correction of the determination condition when the information for deleting a certain action is included in the correction information is performed in the same manner as when the “NO” selection button 233 is input on the above-described confirmation screen CS. .

On the other hand, when correction information for correcting a certain action is received, the condition correction unit 281 tightens the determination condition for the type of action before correction and loosens the determination condition for the type of action after correction. .
For example, the action performed at “12:00” is determined to be “meal” by the action determination unit 277, but the action is performed at “12:10” on the above-described action correction screen AM. When the correction information to be corrected to “exercise” is received, the condition correction unit 281 corrects the determination condition as follows.

That is, the condition correction unit 281 makes the determination condition of “meal” strict so that the results detected by the detection unit 24 before and after “12:00” do not match the determination condition of “meal”.
Similarly, the condition correction unit 281 relaxes the determination condition for “exercise” so that the results detected by the detection unit 24 before and after “12:10” match the determination condition for “exercise”.

Here, as a method for correcting the determination condition, the following method may be mentioned. Then, the condition correction unit 281 corrects the determination condition using any method.
The first is a method of increasing or decreasing the threshold value of the determination condition by a predetermined value based on the detection results of the sensors 241 to 245.
For example, the pulse rate (bps) condition included in the “exercise” determination condition is set to “(100/60) or more”, and the pulse rate when the action determined to be “exercise” occurs is If “(105/60)” and the type of the action is corrected to another type, the condition correction unit 281 increments the condition of the pulse rate by “10/60” and “(110/60) ) Or more. As a result, the “exercise” determination condition becomes stricter.
Further, for example, when an action determined as another action type is corrected to “exercise” and the pulse rate when the action occurs is “95/60”, the condition correction unit 281 The pulse rate condition in the “exercise” determination condition is lowered by “10/60” to “(90/60) or more”. Thereby, the determination condition of “exercise” is relaxed.

The second method is to increase or decrease the threshold value of the determination condition according to the detection result of the sensor.
For example, if the action determined to be another action type is corrected to “exercise” and the pulse rate detected by the pulse sensor 243 at the time of occurrence of the action is “80/60”, the condition correction The unit 281 corrects the pulse rate condition included in the “exercise” determination condition to “(80/60) or more”. Thereby, the determination condition of “exercise” is relaxed.

  Further, for example, when the occurrence time of the action determined to be “sleeping” is corrected, the pulse rate detected at the generation time before the correction is “60/60” and detected at the generation time after the correction. If the pulse rate is “55/60”, the condition correction unit 281 corrects the pulse rate condition included in the “sleeping” determination condition to “(55/60) or less”. This makes the “sleeping” judgment condition stricter.

  The third is a detection result by the detection unit 24 when the action type is correctly determined in the past, and a detection result by the detection unit 24 when the action type is erroneously determined to have occurred ("non-execution action"). This is a method of correcting the determination condition for the action type by comparing the detection result when the action is performed).

For example, as a determination condition for “exercise (running)”, “moving speed (km / h) increases to a range larger than A and smaller than B”, “value indicating vertical vibration obtained from change in acceleration is larger than C It is assumed that the conditions are set such that “the value is stable at a value smaller than D” and “the pulse rate after a predetermined time after the movement speed and the vertical vibration change are larger than E and stabilized at a value smaller than F”. .
Then, the action determination unit 277 performs “exercising (running)” for an action in which the conditions for vertical vibration and pulse rate are satisfied and the moving speed is X (X is a predetermined value satisfying the relationship of A <X <B). However, it is assumed that “NO” selection button 233 is input by the user when displaying confirmation screen CS.

In this case, the condition correction unit 281 sets the condition regarding the moving speed in the determination condition as “the moving speed (km / h) increases to a range larger than A and smaller than X” or “moving speed (km / h) is To rise to a range larger than X and smaller than B ".
At this time, the condition correcting unit 281 determines the two based on the transition of the detection result when the correctly determined action is performed and the transition of the detection result when the erroneously determined action is performed. The condition with fewer false detections among the conditions is set as the condition regarding the moving speed in the determination condition of “exercising (running)”. Thereby, the determination condition becomes strict.
In the above description, the conditions such as the pulse rate, the moving speed, and the vertical vibration included in the determination conditions for “exercise” and “sleeping” are illustrated, but the determination conditions for other action types and the determination conditions Similarly, the conditions of the detection results of other sensors included in the are corrected by the condition correction unit 281.

Furthermore, when a certain type of action is not recorded for a predetermined period, that is, when the action is not “executed action”, the condition correcting unit 281 relaxes the determination condition for the type.
For example, when it is not detected that an action of a certain type has been performed within a predetermined multiple (for example, three times) of the normal occurrence interval stored in the storage unit 25 according to the action type (the action is If the action is not determined by the action determination unit 277), the action condition determination condition is relaxed. Thereby, the action of the action type is easily detected.

[Behavior recording process]
The action recording method by the detection apparatus 2 described above will be described.
FIG. 8 is a flowchart of the action recording process executed by the detection device 2.
As described above, the detection device 2 detects the detection results (acceleration, body temperature, pulse rate, user position calculated based on the input signals from the sensors 241 to 245) A result recording process in which the detection result recording unit 273 records (altitude) is executed. In addition, the acquisition period of the detection result from each sensor 241 to 245 may be different.
Further, in the detection device 2, the processing unit 27 executes an action recording process for recording the action determined to be performed based on the detection result, the internal time, and the determination condition stored in the storage unit 25. ing.
In this behavior recording process, as shown in FIG. 8, first, the behavior determination unit 277 determines whether or not a candidate behavior that matches any of the determination conditions for each behavior type has been implemented (step S1).

If it is determined in step S1 that the candidate action has not been implemented, the processing unit 27 returns the process to step S1 and repeatedly executes the determination process.
On the other hand, if it is determined in step S1 that the candidate action has been performed, the action determination unit 277 determines that the type of the candidate action determined to have been executed is a predetermined time after the previous recording as “execution action”. It is determined whether or not elapses (step S2). This determination process determines whether or not the same candidate action has been carried out even though the action already recorded as “implementation action” is ongoing, and whether or not the candidate action has been carried out. This is a process for preventing the confirmation screen CS to be confirmed from being frequently displayed. The predetermined time is set for each type of action, and is set to a short time for a type of action that is performed relatively frequently, and set to a long time for a type of action that is not performed relatively frequently. ing.

If it is determined in step S2 that the predetermined time has not elapsed, the processing unit 27 returns the process to step S1.
On the other hand, when it is determined in step S2 that the predetermined time has elapsed, the display control unit 272 displays the above-described confirmation screen CS (step S3).
Then, the history recording unit 278 determines whether or not an input operation for approving the candidate action (input operation of the selection button 232) has been performed (step S4).

If it is determined in the determination process of step S4 that the input operation has been performed, the history recording unit 278 sets the generated candidate action as “implemented action”, the type and occurrence time of the candidate action, Information indicating “behavior” is stored in the storage means 25 (step S5). Thereafter, the processing means 27 returns the processing to step S1.
If it is determined in the determination process in step S4 that the input operation has not been performed, the history recording unit 278 performs an input operation (input operation of the selection button 233) for “unimplemented behavior”. It is determined whether or not (step S6).

If it is determined in the determination process of step S6 that the input operation has been performed, the history recording unit 278 sets the generated candidate action as “unimplemented action” and sets the type of the candidate action (the action determining unit 277 The storage means 25 stores the erroneously determined action type), the time of occurrence, and information indicating “unimplemented action” (step S7). Thereafter, the processing means 27 returns the processing to step S1.
On the other hand, if it is determined in step S6 that the input operation has not been performed, the history recording unit 278 determines whether or not a predetermined time has elapsed since the confirmation screen CS was displayed. (Step S8). This predetermined time is the time from when the confirmation screen CS is displayed until no operation is performed and the confirmation screen CS is not displayed.

If it is determined in step S8 that the predetermined time has not elapsed, the processing unit 27 returns the process to step S4.
On the other hand, when it is determined in step S8 that the predetermined time has elapsed, the history recording unit 278 sets the generated candidate action as “pending action”, the type and generation time of the candidate action, and “pending” Information indicating “behavior” is stored in the storage means 25 (step S9). Thereafter, the processing means 27 returns the processing to step S1.

[History correction processing]
Next, a behavior history correction method by the detection device 2 and the operation device 3 will be described.
FIG. 9 is a flowchart of history correction processing by the detection device 2 and the operation device 3.
The detection device 2 and the operation device 3 execute the history correction process shown below to correct the behavior recorded in the detection device 2 and also correct the action type determination condition. The history correction process is executed in a state where communication between the detection device 2 and the controller device 3 is possible.
In this history correction process, as shown in FIG. 9, first, when a history correction program (application) is executed by the operation device 3, the request signal output unit 352 requests the detection device 2 for an action history. A request signal is transmitted (step SB1).

On the other hand, when the request signal is received, the history output unit 279 of the detection device 2 outputs the action history stored in the storage unit 25 to the transmission / reception unit 26 and transmits the action history to the operation device 3 ( Step SA1). At this time, the action history on the date specified by the controller device 3 may be output, or the action history for a predetermined period including the current day may be output.
Thereafter, the detection device 2 shifts the processing to Step SA2.

In the controller device 3 that has transmitted the request signal in step SB1, the history acquisition unit 353 acquires the action history received from the controller device 3 (step SB2), and the history correction screen RM is displayed on the display control unit 351 and the display unit 31. Is displayed (step SB3).
Then, the correction information acquisition unit 354 acquires the correction information of the action history based on the operation of the history correction screen RM, the action correction screen AM transitioned from the screen RM, and the action addition screen (step SB4).

Thereafter, when an operation for transmitting the correction information (input operation of the transmission button B2) is performed, the correction information output unit 355 outputs the acquired correction information to the transmission / reception unit 34, and the transmission / reception unit 34 outputs the correction information. It transmits to the detection apparatus 2 (step SB5).
Thereby, the process in the controller device 3 is completed.

In step SA2, the detection device 2 determines whether correction information has been received from the controller device 3 (step SA2). This determination process is repeatedly executed until correction information is received or a predetermined time has elapsed.
If it is determined in the determination process in step SA2 that the correction information has been received, the history correction unit 280 acquires the correction information and corrects the action history stored in the storage unit 25 (step SA3). .

Further, the condition correction unit 281 corrects the determination condition that needs to be corrected based on the received correction information and the detection result stored in the storage unit 25 (step SA4).
Information indicating that the history correction processing has been completed is also transmitted from the controller device 3 to the detection device 2 as correction information.
As described above, the action history and the determination condition in the detection device 2 are corrected as necessary.

[Send / receive information to / from server]
As described above, the detection device 2 and the operation device 3 are configured to be able to communicate with the server SV (see FIGS. 3 and 5) via a network or wired / wirelessly. The detection device 2 and the operation device 3 can transmit the user's movement information and biological information detected by the detection device 2 and the user's action history to the server SV. Manage information
Then, the server SV transmits advice on a diet or a health condition to the detection device 2 or the operation device 3 based on the received information, thereby providing the user with the advice.

[Effect of the first embodiment]
The action recording apparatus 1 according to the present embodiment described above has the following effects.
Based on the detection result by the detection unit 24 and the determination condition stored in the storage unit 25, the behavior determination unit 277 determines the type of behavior (action type) of the user, and the determined type of behavior is stored. It is stored in the means 25. According to this, the user's action can be automatically recorded by the action recording apparatus 1 without the user recording his / her own action. Therefore, the user's action can be easily recorded.

  In addition, the determination condition used for determining the action type by the action determination unit 277 is corrected by the condition correction unit 281 together with the correction of the user's action history by the history correction unit 280. At this time, the condition correction unit 281 corrects the determination condition based on information detected by the detection unit 24 when the user's action corrected by the history correction unit 280 is performed. According to this, based on the content of the user's actual action, the determination condition can be tightened or relaxed, and the user's action can be determined more accurately. Therefore, the determination accuracy of the user's action type can be improved.

  The condition correction unit 281 makes the determination condition for the type of the user's action before correction stricter than before the correction of the determination condition. According to this, when the same detection result as that when the action before the type is corrected is obtained, it can be suppressed that the type of the action is determined as the type before the correction. Therefore, it is possible to reliably improve the determination accuracy of the user's action type.

  The condition correction unit 281 loosens the determination condition for the type of user behavior after correction as compared to before the correction of the determination condition. According to this, when the same detection result as that obtained when the action before the type is corrected is obtained, the type of the action is easily determined as the type according to the corrected determination condition. be able to. Therefore, it is possible to reliably improve the determination accuracy of the user's action type.

  The condition correction unit 281 relaxes the determination condition for the action type that is not determined to be performed by the action determination unit 277 for a predetermined period. According to this, when the action of the action type occurs, it can be easily determined that the action of the type whose determination condition is corrected is performed. Therefore, it is possible to reliably improve the determination accuracy of the user's action type.

  The determination condition includes not only information that can be detected by the detection unit 24 but also a time period during which the action indicated by the action type is likely to be performed. According to this, the action type can be determined with higher accuracy. Accordingly, it is possible to further improve the determination accuracy of the user's action type.

[Second Embodiment]
Next, a second embodiment of the present invention will be described.
The action recording apparatus according to the present embodiment has a configuration similar to that of the action recording apparatus 1 described above, and further includes a button to which an action type is assigned. When the button is input, the action recording apparatus corresponds to the input button. A configuration is provided in which an action type and time are stored in association with each other. In addition, the action recording apparatus according to the present embodiment includes a condition generation unit that generates a determination condition. In these points, the action recording apparatus according to the present embodiment is different from the action recording apparatus 1 described above. In the following description, parts that are the same as or substantially the same as those already described are assigned the same reference numerals and description thereof is omitted.

FIG. 10 is a block diagram showing the configuration of the action recording apparatus 1A according to the present embodiment.
The action recording apparatus 1A according to the present embodiment has the same configuration and functions as the above-described action recording apparatus 1 except that the detecting apparatus 2A is provided instead of the above-described detecting apparatus 2, and the detecting apparatus 2A is illustrated in FIG. As shown in the figure, the same configuration and function as the detection apparatus 2 are provided except that the input unit 23A and the processing unit 27A are provided instead of the input unit 23 and the processing unit 27.

The input unit 23 </ b> A includes buttons 231 to 237, similar to the input unit 23 described above. Among these, action types having a relatively high execution frequency are assigned to the buttons 234 to 237 (see FIG. 2). Hereinafter, these buttons 234 to 237 may be collectively referred to as allocation buttons.
Specifically, the button 234 (button labeled “R”) is a wake-up button input when waking up, and the button 235 (button labeled “E”) is an exercise button input at the start of exercise. It is. The button 236 (button labeled “F”) is a meal button input at the start of a meal and snack, and the button 237 (button labeled “B”) is a bedtime input at bedtime. Button. The action types assigned to these buttons 234 to 237 are examples, and different action types may be assigned to the buttons. Further, the number of allocation buttons provided on the housing 21 can be changed as appropriate.
When these buttons 234 to 237 are input, the input unit 23A outputs an operation signal indicating the input button to the processing unit 27A.

The processing unit 27A has the same configuration and function as the processing unit 27 described above except that it further includes an action recording unit 275 and a condition generation unit 276.
Among these, the action recording unit 275 causes the storage unit 25 to store the action type assigned to the button and the time when the button is input when any of the assignment buttons 234 to 237 is input. . At this time, the action recording unit 275 records the action corresponding to the action type as “implemented action”.

The condition generation unit 276 responds to the button based on the time when any of the allocation buttons 234 to 237 is input and the user's movement information and biological information detected within a predetermined time including the time. A determination condition for the action type is generated.
Specifically, the condition generation unit 276 stores a plurality of user movement information and biological information when the button 236 (meal button) is input, and a time when the button 236 is input in the storage unit 25. And the tendency of the action determined to be “meal” from these pieces of information is acquired. For example, in the condition generation unit 276, the time is in a range from “7:00 am to 7:30 am”, a specific tendency is seen in the movement of the arm detected by the acceleration sensor 241, and A tendency such that the body temperature detected by the temperature sensor 242 tends to increase is acquired. Then, the condition generation unit 276 generates determination conditions for “meal” (more specifically, “breakfast”) based on these tendencies.

  In addition, the condition generation unit 276 stores a plurality of movement information and biological information of the user when the button 237 (sleeping button) is input, and a plurality of times when the button 237 is input in the storage unit 25. The tendency of the action determined to be “sleeping” is acquired from these pieces of information. For example, the condition generation unit 276 has the time in the range from “11:00 pm to 12:00 pm”, the arm movement detected by the acceleration sensor 241 decreases, and is detected by the temperature sensor 242. In addition, a tendency is acquired such that the body temperature tends to decrease and the tendency to stabilize in a state where the pulse rate detected by the pulse sensor 243 is low is acquired. Based on these tendencies, the condition generation unit 276 generates a determination condition for “sleeping” (more specifically, “sleeping”) included in the action type.

Furthermore, when the condition generation unit 276 stores a plurality of movement information and biological information of the user when the button 235 (exercise button) is input and the time when the button 235 is input, in the storage unit 25, From these pieces of information, the tendency (the transition of movement information and biological information, and the time zone during which the action is likely to be performed) when the action determined to be “exercise” is performed is acquired. A determination condition for “exercise” is generated.
Similarly, the condition generation unit 276 stores a plurality of user movement information and biological information when the button 234 (“wake-up button”) is input, and the time when the button 234 is input, in the storage unit 25. Then, a tendency when an action determined to be “wake up” is performed from these pieces of information, and a determination condition for “wake up” is generated based on the tendency.

In addition, the condition generation unit 276 also generates a determination condition for an action type (unassigned type) other than the action type assigned to the assignment buttons 234 to 237.
Specifically, the condition generation unit 276 acquires the time when the action of the unallocated type is performed from the correction information received from the controller device 3. Then, the condition generation unit 276 assigns a determination condition for the unassigned type to the assignment buttons 234 to 237 based on the time and the movement information and the biological information of the user within a predetermined range including the time. It is generated in the same manner as the determination condition for the action type assigned to. Depending on the determination condition, a time zone in which a corresponding type of action is likely to be performed is included in addition to the movement information and biological information of the user detected by the sensors 241 to 245.
And the condition production | generation part 276 memorize | stores the produced | generated determination conditions in the memory | storage means 25 for every action classification.

  Such a detection apparatus 2A performs the result recording process and the action recording process described above, and the detection apparatus 2A performs the action recording according to the input of the assignment buttons 234 to 237 and the determination condition generation process. To do. Further, similarly to the detection device 2, the detection device 2A performs the history correction processing described above, and corrects the recorded action history and correction of the determination condition based on the correction information received from the operation device 3. To do.

[Effects of Second Embodiment]
According to 1 A of action recording apparatuses which concern on this embodiment demonstrated above, in addition to the effect similar to the above-mentioned action recording apparatus 1, there can exist the following effects.
That is, according to the input of the allocation buttons 234 to 237, the type and the occurrence time (implementation time) of the implementation action by the user US can be reliably recorded as “execution action”. Further, since one action type is assigned to each of the buttons 234 to 237, the user US can easily record his / her actions.
In addition, the condition generation unit 276 generates determination conditions for each action type based on the detection result by the detection unit 24. Therefore, since the determination condition according to the actual action of the user US is generated, the type of action performed by the user US can be determined more appropriately.

  In addition, you may comprise so that another action type may be recorded by inputting one allocation button in multiple times, or inputting a plurality of allocation buttons. Further, when any of the allocation buttons 234 to 237 is input, a confirmation screen similar to the above-described confirmation screen CS is displayed, and when the selection button 232 of “YES” is input, the action of the user US May be recorded.

[Third Embodiment]
Next, a third embodiment of the present invention will be described.
Here, in the behavior recording devices 1 and 1A described above, the detection devices 2 and 2A determine candidate behaviors based on the detection results by the detection unit 24, and are stored based on the correction information received from the operation device 3. The configuration was to correct the action history. On the other hand, in the action recording apparatus according to the present embodiment, the recording apparatus that also functions as the determination apparatus and the operation apparatus determines and stores the candidate action based on the detection result received from the detection apparatus, and the user Based on the operation, the stored action history is corrected. In this respect, the action recording apparatus according to the present embodiment is different from the action recording apparatus 1 described above. In the following description, parts that are the same as or substantially the same as those already described are assigned the same reference numerals and description thereof is omitted.

[Configuration of detection device]
FIG. 11 is a block diagram showing a configuration of the action recording apparatus 1B according to the present embodiment.
As shown in FIG. 11, the behavior recording apparatus 1B according to the present embodiment includes a detection device 2B worn on the wrist or the like of the user US and a recording device 4 that communicates with the detection device 2B. 4 records the action of the user US.
Among these, the detection device 2B has the same configuration as the detection device 2A described above except that the processing unit 27B is provided instead of the processing unit 27A.

The processing unit 27B is configured to include a CPU similarly to the above-described processing unit 27A, and when the CPU executes a program stored in the storage unit 25, a time measuring unit 271, a display control unit 272, a detection result output unit 282 and the operation signal output unit 283 function.
The detection result output unit 282 transmits the detection result obtained by the detection unit 24 to the recording device 4 via the transmission / reception unit 26.
When the buttons 234 to 237 and the buttons 232 and 233 of the input unit 23 </ b> A are input, the operation signal output unit 283 outputs an operation signal corresponding to the button to the transmission / reception unit 26 and sends the operation signal to the recording device 4. Send.

[Configuration of recording device]
FIG. 12 is a block diagram illustrating a configuration of the recording device 4.
As described above, the recording device 4 records the detection result transmitted from the detection device 2B, determines and records candidate behaviors, and manages the behavior history. The recording device 4 is realized by a PC, a tablet terminal, a smartphone, and the like, similarly to the operation device 3 described above.
As shown in FIG. 12, such a recording apparatus 4 has the same configuration as that of the operation apparatus 3 described above except that it includes a control means 45 instead of the control means 35.

The control means 45 controls the operation of the recording apparatus 4 and is constituted by a CPU. The control unit 45 executes a program stored in the storage unit 33 by the CPU, so that a time measuring unit 451, a display control unit 452, a detection result recording unit 453, a calorie calculation unit 454, an action recording unit 455, condition generation Functions as a unit 456, an action determination unit 457, a confirmation instruction unit 458, a history recording unit 459, a history correction unit 460, and a condition correction unit 461.
The timekeeping unit 451 corresponds to the timekeeping means of the present invention and measures the current time.
The display control unit 452 has the same function as the display control unit 351. In addition to displaying an image indicating the operation state of the recording device 4 on the display unit 31, the display control unit 452 described above, the history correction screen RM, the behavior correction screen AM, and the behavior The same image as the additional screen is displayed.

The detection result recording unit 453 acquires the detection result of the detection unit 24 received from the detection device 2 </ b> B by the transmission / reception unit 34 and stores the detection result in the storage unit 33.
Similar to the calorie calculation unit 274, the calorie calculation unit 454 calculates the calorie consumption based on the detection result (pulse rate) of the pulse sensor 243 and stores the calorie consumption in the storage unit 25.

When an operation signal transmitted when any of the allocation buttons 234 to 237 is input from the detection device 2B, the action recording unit 455 displays the action type indicated by the operation signal and the operation signal. The received time is stored in the storage unit 33 as an action history of “implemented action”.
The condition generation unit 456, like the above-described condition generation unit 276, is based on the action history stored in the storage unit 33, the user's movement information and biological information, and the action occurrence time (implementation time). A determination condition for each action type is generated. Then, the condition generation unit 456 stores the generated determination condition in the storage unit 33.

The behavior determination unit 457 corresponds to the behavior determination unit of the present invention. Similar to the above-described behavior determination unit 277, the behavior determination unit 457 includes a transition of detection results (detection results by the sensors 241 to 245) received from the detection device 2B, determination conditions for each behavior type, and internal time. Based on the above, it is determined whether or not the candidate action has been implemented.
If it is determined by the action determination unit 457 that the candidate action has been implemented, the confirmation instruction unit 458 transmits an operation signal for displaying the confirmation screen CS for confirming the implemented candidate action to the detection device 2B.

The history recording unit 459 corresponds to the history recording means of the present invention. Similar to the above-described history recording unit 278, the history recording unit 459 executes when an operation signal corresponding to the input of the “YES” selection button 232 is received from the detection device 2A on which the confirmation screen CS is displayed. The candidate action determined to have been taken is referred to as “execution action”.
On the other hand, when the operation signal corresponding to the input of the “NO” selection button 233 is received, the history recording unit 459 sets the candidate action as “unimplemented action”.
On the other hand, when the operation signal is not received from the detection device 2B within a predetermined time from the output of the operation signal by the confirmation instruction unit 458, the history recording unit 459 sets the candidate action as “holding action”.
The history recording unit 459 stores the time when the corresponding candidate action occurred, the type of the candidate action, and information indicating whether the candidate action is an implemented action, a non-implemented action, or a pending action. The data is stored in the means 33.

The history correction unit 460 corresponds to the behavior correction unit of the present invention. Similar to the history correction unit 280, the history correction unit 460 is based on input operations on the history correction screen RM, the behavior correction screen AM, and the behavior addition screen displayed on the display unit 31 under the control of the display control unit 452. The action history stored in the storage unit 33 is corrected.
The condition correction unit 461 corresponds to condition correction means of the present invention. Similar to the condition correction unit 281, the condition correction unit 461 detects the determination condition regarding the type of action corrected by the history correction unit 460 by the detection unit 24 before and after the action is performed. Make corrections based on the results.

[Behavior recording process]
In the action recording apparatus 1B according to the present embodiment, a result recording process is performed in which the detection result output unit 282 of the detection apparatus 2B transmits the detection result by the detection unit 24, and the recording apparatus 4 stores the received detection result. The In addition, in the behavior recording device 1B, the detection device 2B and the recording device 4 cooperate to execute a behavior recording process including a first recording process and a second recording process described below, and record a user's behavior.

FIG. 13 is a flowchart showing the first recording process.
The first recording process is a process of recording an action according to the input of the assignment buttons 234 to 237. In this first recording process, as shown in FIG. 13, first, the operation signal output unit 283 determines whether any of the assignment buttons 234 to 237 has been input (step SC1).
If it is determined in step SC1 that the button has not been input, the processing unit 27B returns the process to step SC1.
On the other hand, if it is determined in step SC1 that the button has been input, the operation signal output unit 283 uses the transmission / reception means 26 to record an operation signal indicating the action type assigned to the input button. 4 (step SC2). Thereafter, the processing means 27B returns the processing to step SC1.

In the recording device 4, the behavior recording unit 455 determines whether or not an operation signal indicating that any of the allocation buttons 234 to 237 has been input from the detection device 2B is received (step SD1).
If it is determined in step SD1 that the operation signal has not been received, the control unit 45 returns the process to step SD1.
On the other hand, if it is determined in step SD1 that the operation signal has been received, the action recording unit 455 determines the action type indicated by the operation signal and the time at which the operation signal was received as “ It is memorize | stored in the memory | storage means 33 as an action history of "implemented action" (step SD2). Thereafter, the control means 45 returns the process to step SD1.
As described above, when the assignment buttons 234 to 237 are input, information on the type of action corresponding to the assignment button is recorded in the recording device 4.

FIG. 14 is a flowchart showing the second recording process.
The second recording process is a process of recording the candidate action when it is determined that the candidate action has been performed.
In this second recording process, as shown in FIG. 14, first, the action determination unit 457 of the recording device 4 determines the transition of the acquired detection result, the determination condition stored in the storage unit 33, and the internal time. Based on this, it is determined whether or not the aforementioned candidate action has been implemented (step SF1).
If it is determined in step SF1 that the candidate action has not been implemented, the control unit 45 returns the process to step SF1.

If it is determined in step SF1 that the candidate action has been implemented, the type of candidate action that has been determined to have been implemented is previously recorded as “implemented action” in the same manner as in step S2 described above. It is determined whether or not time has elapsed (step SF2).
If it is determined in step SF2 that the predetermined time has not elapsed, the control unit 45 returns the process to step SF1.
On the other hand, when it is determined in step SF2 that the predetermined time has elapsed, the confirmation instruction unit 458 transmits an operation signal for displaying the above-described confirmation screen CS via the transmission / reception means 34 (step SF3). ). Thereafter, the control unit 45 shifts the processing to step SF4.

In the detection device 2B, the display control unit 272 determines whether or not an operation signal for displaying the confirmation screen CS is received from the recording device 4 (step SE1).
If it is determined in step SE1 that the operation signal has not been received, the processing unit 27B returns the process to step SE1.
On the other hand, when it is determined in step SE1 that the operation signal has been received, the display control unit 272 displays the confirmation screen CS described above (step SE2).

When the confirmation screen CS is displayed, the operation signal output unit 283 determines whether any of the “YES” selection button 232 and the “NO” selection button 233 has been input (step SE3).
If it is determined in step SE3 that one of the selection buttons has been input, the operation signal output unit 283 transmits an operation signal corresponding to the input selection button to the recording device 4 (step SE4). ). Thereafter, the processing means 27B shifts the processing to step SE6.

On the other hand, if it is determined in step SE3 that no selection button has been input, the display control unit 272 determines whether a predetermined time has elapsed since the confirmation screen CS was displayed. (Step SE5).
If it is determined in this determination process that the predetermined time has not elapsed, the processing means 27B returns the process to step SE3. If it is determined that the predetermined time has elapsed, the processing means 27B performs the process. Move to SE6.

In step SE6, the display control unit 272 hides the confirmation screen CS and changes the screen displayed on the display unit 22 to another screen (screen during normal operation) (step SE6). Then, the processing means 27B returns the process to step SE1.
As described above, the detection device 2B displays the confirmation screen CS as necessary, and transmits an operation signal corresponding to the user's input operation to the input unit 23.

In the recording apparatus 4 that has output the operation signal for displaying the confirmation screen CS, in step SF4, the action recording unit 455 performs an operation corresponding to the input of the operation signal indicating “execution action” (that is, “YES” selection button 232). Signal) is received (step SF4).
If it is determined in the determination process of step SF4 that an operation signal indicating “execution action” has been received, the action recording unit 455 includes information indicating that the candidate action is “execution action” and the candidate action And the time when it was determined that the candidate action was performed are stored in the storage unit 33 (step SF5). Thereafter, the control means 45 returns the process to step SF1.

On the other hand, when it is determined in step SF4 that the operation signal indicating “executed action” has not been received, the action recording unit 455 determines whether an operation signal indicating “non-executed action” has been received. Is determined (step SF6).
If it is determined in step SF6 that the operation signal has been received, the action recording unit 455 includes information indicating that the candidate action is “unimplemented action”, the type of the candidate action, The time when it is determined that the candidate action has been implemented is stored in the storage means 33 (step SF7). At this time, the condition correction unit 461 also corrects the determination condition. Thereafter, the control means 45 returns the process to step SF1.

If it is determined in step SF6 that the operation signal has not been received, the action recording unit 455 transmits a predetermined time after the operation signal is transmitted in step SF3 (after the confirmation screen CS is displayed). Then, it is determined whether or not a time period until the display operation is not performed and no display operation is performed (step SF8).
If it is determined in step SF8 that the predetermined time has not elapsed, the control unit 45 returns the process to step SF4.
On the other hand, if it is determined in step SF8 that the predetermined time has elapsed, the action recording unit 455 displays information indicating that the candidate action is “pending action”, the type of the candidate action, The time when it is determined that the candidate action has been executed is stored in the storage means 33 (step SF9). Thereafter, the control means 45 returns the process to step SF1.
By such second recording processing, the candidate action determined to be executed is recorded as “execution action”, “non-execution action”, or “holding action”.

[History correction processing]
Next, the history correction process executed by the recording device 4 will be described.
FIG. 15 is a flowchart showing the history correction processing.
In the present embodiment, the history correction process is performed only by the recording device 4 that executes the history correction program (application) stored in the storage unit 33.
In this history correction process, as shown in FIG. 15, first, the display control unit 452 displays the above-described history correction screen RM (step SG1).

Thereafter, the history correction unit 460 stores the history correction screen RM in the storage unit 33 based on the user's input operations on the history correction screen RM, the behavior correction screen AM and the behavior addition screen (not shown) that transition from the history correction screen RM. The stored action history is corrected (step SG2).
Further, the condition correction unit 461 is stored in the storage unit 33 based on the corrected action type, the transition of the user's movement information and biological information when the action is performed, and the generation time. The determination conditions are corrected as described above (step SG3).
When the user performs an operation to end the execution of the history correction program, the control unit 45 ends the history correction process.

[Effect of the third embodiment]
According to the action recording apparatus 1B according to the present embodiment described above, the same effects as those of the action recording apparatus 1A described above can be obtained. In addition, the detection device 2B and the recording device 4 of the behavior recording device 1B can transmit the motion information, the biological information, and the user's behavior history to the server SV, similarly to the behavior recording devices 1 and 1A described above. The recording device 4 can receive and display advice from the server SV.

[Fourth Embodiment]
Next, a fourth embodiment of the present invention will be described.
Here, the behavior recording devices 1 and 1A described above include the detection devices 2 and 2A and the operation device 3 which are separate bodies, respectively, and the behavior recording device 1B includes the detection device 2B and the recording device 4 which are separate bodies, respectively. It was a configuration. On the other hand, the action recording apparatus according to the present embodiment is different in that the movement information and the biological information of the user are detected and recorded by one apparatus, and the history of the action of the user is recorded and corrected. In the following description, parts that are the same as or substantially the same as those already described are assigned the same reference numerals and description thereof is omitted.

FIG. 16 is a block diagram showing a configuration of the action recording apparatus 1C according to the present embodiment.
The action recording apparatus 1C according to the present embodiment is attached to the user's wrist with a band BN or the like, for example, in the same manner as the detection apparatuses 2, 2A, and 2B described above. As shown in FIG. 16, the action recording apparatus 1C includes a display unit 22, an input unit 23C, a detection unit 24, a storage unit 25, a transmission / reception unit 26, a control unit 29, and a casing 21 that accommodates them. Prepare.
Although not shown, the input unit 23C includes a touch panel provided in accordance with an image display area on the display unit 22 in addition to the above-described various buttons 231 to 237, and according to a user's input operation on these. The operation signal is output to the control means 29.

The control means 29 controls the operation of the behavior recording apparatus 1B, and is configured with a CPU (Central Processing Unit) and the like. The control means 29 processes the program stored in the storage means 25 by the CPU, so that the time measuring part 271, the display control part 272B, the detection result recording part 273, the calorie calculating part 274, the action recording part 275, the condition generation Functions as a unit 276, a behavior determination unit 277, a history recording unit 278, a history correction unit 280B, and a condition correction unit 281B.
Among these, the display control unit 272 </ b> B controls image display by the display unit 22, similarly to the display control unit 272. When the action determining unit 277 determines that the candidate action has occurred, the display control unit 272B displays the confirmation screen CS described above. Further, when an input operation for correcting the action history stored in the storage unit 25 is performed, the same screen as the history correction screen RM, the action correction screen AM, and the action addition screen is displayed.

The history correction unit 280B corresponds to the behavior correction means of the present invention, and corrects the stored behavior history in the same manner as the history correction units 280 and 460. That is, the history correction unit 280B corrects the action history stored in the storage unit 25 based on the input operation performed by the user when the history correction screen RM, the action correction screen AM, and the action addition screen are displayed.
The condition correction unit 281B corresponds to the condition correction unit of the present invention, and corrects the determination condition for each action type based on the correction contents of the action history by the history correction unit 280B, similarly to the condition correction units 281 and 461. .

[Effect of Fourth Embodiment]
Such an action recording apparatus 1C performs a result recording process performed by the detection apparatus 2 and an action recording process similar to the action recording process by the detection apparatus 2 shown in FIG. A history correction process similar to the history correction process by the recording device 4 is executed. Thereby, 1 C of action recording apparatuses can have the same effect as the above-mentioned action recording apparatuses 1, 1A, and 1B.
In addition, the behavior recording device 1C is a single device that is worn on the human body, and detects and records the movement information and biological information of the user, and records and corrects the history of the user's behavior. Other devices that communicate with 1C are not essential. Therefore, the configuration can be simplified and portability and usability can be improved as compared with the behavior recording devices 1, 1A and 1B described above.
Similar to the behavior recording devices 1, 1 </ b> A, and 1 </ b> B, the behavior recording device 1 </ b> C transmits the recorded behavior history, user movement information, and biological information to the server SV and receives advice from the server SV. It is also possible.

[Modification of Embodiment]
The present invention is not limited to the above-described embodiment, and modifications, improvements, and the like within the scope that can achieve the object of the present invention are included in the present invention.
In the second to fourth embodiments, the condition generation unit 276 generates the determination condition for each action type based on the detection result by the detection unit 24, but the present invention is not limited to this. For example, like the detection device 2, the determination condition for each action type may be stored in the storage unit 25 in advance. That is, it is only necessary to include a configuration for correcting the determination condition, and the determination condition may not be generated. Further, the assignment buttons 234 to 237 are not necessarily provided.
Furthermore, the contents of the determination conditions can be changed as appropriate. For example, time may not be included in the determination condition. Further, the range or threshold value may not be set for all the detection results of the sensors 241 to 245, and the range or threshold value corresponding to the detection result of at least one of the sensors 241 to 245 is set. Just do it.

  In each of the above embodiments, the detection unit 24 includes the acceleration sensor 241, the temperature sensor 242, the pulse sensor 243, the position sensor 244, and the altitude sensor 245, but the present invention is not limited to this. That is, any one of these sensors 241 to 245 may be omitted, and another sensor may be included.

  In each of the above embodiments, the detection devices 2, 2 </ b> A, 2 </ b> B and the action recording device 1 </ b> B are attached to the user's wrist, but the present invention is not limited to this. That is, as long as the user's movement information and biological information can be detected, these attachment sites may be anywhere.

  In each of the above embodiments, the operation device 3, the recording device 4, and the action recording device 1B receive the advice regarding diet, health status, and the like from the server SV, but the present invention is not limited to this. For example, each of these devices may be provided with a generating unit that generates a message such as advice based on the recorded action history, biological information, and movement information and displays the message on the display unit. Such a generation means can be realized by a CPU that executes a predetermined program, for example.

  In the third embodiment, the detection device 2B always transmits the detection result to the recording device 4, but the present invention is not limited to this. That is, the detection device 2B stores the detection result in the storage unit 25, and the timing desired by the user, the timing at which communication with the recording device 4 is enabled, or the timing at which a predetermined time is reached. For example, the detection result may be transmitted to the recording device 4.

  In the first embodiment, the action recording device 1 is a combination of the detection device 2 and the operation device 3, and in the second embodiment, the action recording device 1A is a combination of the detection device 2A and the operation device 3, and the first In the third embodiment, the behavior recording device 1B is a combination of the detection device 2B and the recording device 4, and in the fourth embodiment, the behavior recording device 1C is configured as one device that functions independently. However, the present invention is not limited to this. That is, as long as the above function can be realized, the action recording apparatus may be configured to function as a system by configuring each unit as an individual device, and the combination of the units can be appropriately changed.

  DESCRIPTION OF SYMBOLS 1,1A, 1B, 1C ... Action recording device, 2, 2A ... Detection device (detection recording device), 2B ... Detection device, 3 ... Operation device, 4 ... Recording device, 22, 31 ... Display means, 23, 23A, 23C, 32 ... input means, 24 ... detection means, 25, 33 ... storage means, 26 ... transmission / reception means (detection recording device side transmission / reception means, transmission means), 34 ... transmission / reception means (operation device side transmission / reception means, reception means), 271, 451... Timekeeping unit (timer means), 277, 457... Behavior determination unit (behavior determination unit), 278, 459... History recording unit (history recording unit) 280 280 B, 460. ), 281, 281 B, 461... Condition correction unit (condition correction means).

Claims (9)

An action recording device for recording a user's action,
Detection means for detecting a detection target of at least one of the user's biological information and motion information;
Action determination means for determining the type of action of the user based on the detection result of the detection target and the determination condition set for the type of action;
Storage means for storing the action of the user whose type is determined;
Display means for displaying the action of the user stored in the storage means;
An input means for accepting an input operation;
Action correcting means for correcting the type of action of the user determined by the action determining means based on the input operation;
Condition correcting means for correcting the determination condition based on the detection result of the detection target corresponding to the type of action of the user corrected by the action correcting means,
The condition correction means loosens the determination condition for the type that has not been determined to have occurred by the action determination means over a predetermined period compared to the determination condition before correction. apparatus. The action recording apparatus according to claim 1,
When the action type of the user is corrected by the action correcting means, the condition correcting means makes the determination condition for the action type before correction stricter than the determination condition before correction. An action recording device characterized by the above. In the action recording device according to claim 1 or 2,
When the action type of the user is corrected by the action correcting means, the condition correcting means loosens the determination condition for the corrected action type compared to the determination condition before correction. An action recording device characterized by the above. In the action recording device according to any one of claims 1 to 3,
It has timekeeping means to keep the current time,
The said memory | storage means matches and memorize | stores the classification corresponding to the said user's action, and the time when the said user's action was implemented. The action recording apparatus characterized by the above-mentioned. In the action recording device according to any one of claims 1 to 4,
The action recording apparatus according to claim 1, wherein the determination condition includes a time zone during which the type of action corresponding to the determination condition is easily performed. In the action recording device according to any one of claims 1 to 5,
A detection recording apparatus comprising the storage means, the detection means, the behavior determination means, the behavior correction means, and the condition correction means;
An operating device having the display means and the input means,
The detection recording device includes a detection recording device side transmission / reception unit that transmits a history of the user's action stored in the storage unit to the operation device and receives correction information for correcting the history from the operation device. ,
The operation device includes an operation device side transmission / reception unit that receives the history transmitted from the detection recording device and transmits the correction information according to an input operation to the input unit to the detection recording device. Action recording device. In the action recording device according to any one of claims 1 to 5,
A detection device comprising: the detection means; and a transmission means for transmitting information detected by the detection means;
A recording apparatus comprising: the storage means; the behavior determination means; the display means; the input means; the behavior correction means; and the condition correction means; and a reception means for receiving information transmitted from the detection device. Prepared,
The behavior determination device, wherein the behavior determination unit determines a type of the user's behavior based on the information received by the reception unit. An action recording method executed by an action recording apparatus for recording a user's action,
Based on the detection result of the detection target of at least one of the user's biological information and motion information and the determination condition set for the type of action, the type of the user's action is determined,
Displaying the behavior of the user whose type has been determined,
Based on the input operation, correct the determined action type of the user,
Based on the detection result of the detection target corresponding to the corrected user action type, the determination condition is corrected,
The action recording method, characterized in that the determination condition for the type that has not been determined over a predetermined period of time is relaxed compared to the determination condition before correction. An action recording program executed by an action recording apparatus for recording a user's action,
In the action recording device,
Based on the detection result of the detection target of at least one of the user's biological information and motion information and the determination condition set for the type of action, the type of action of the user is determined,
Display the action of the user whose type has been determined,
Based on the input operation, the determined action type of the user is corrected,
Based on the detection result of the detection target corresponding to the corrected user action type, the determination condition is corrected,
An action recording program characterized in that the determination condition for the type that has not been determined over a predetermined period of time is made looser than the determination condition before correction.

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