JP2018161239A - Information processing device, information processing method and program - Google Patents

Abstract

PROBLEM TO BE SOLVED: To determine physical activity which is recommended by a user.SOLUTION: An image processing device includes: an acquisition part for acquiring physical activity information on a plurality of kinds of physical activity of a user; a storage part for storing the acquired physical activity information; and a determination part for determining physical activity which is recommended by the user on the basis of information acquired from the physical activity information stored in the storage part and a recommendation condition for determining the physical activity which is recommended by the user.SELECTED DRAWING: Figure 1

Description

  The present invention relates to an information processing apparatus, an information processing method, and a program.

  In recent years, wearable terminals for recording physical activities of users have been developed. For example, when the user wears the wearable terminal and walks, the wearable terminal detects the user's walk and records the number of steps the user has walked, the distance, and the like.

  Patent Document 1 below discloses an information processing apparatus that records a user's physical activity as described above. The information processing apparatus disclosed in Patent Document 1 creates a graph based on the recorded physical activity and presents the created graph to the user.

JP 2009-195295 A

  However, the information processing apparatus disclosed in Patent Document 1 can present to the user what physical activity is recorded, but presents to the user what physical activity is recommended. I can't.

  Therefore, the present invention has been made in view of the above problems, and an object of the present invention is to determine what kind of physical activity is recommended based on the recorded physical activity. It is an object of the present invention to provide a new and improved information processing apparatus, information processing method, and program which can be presented in the above.

  In order to solve the above problems, according to an aspect of the present invention, an acquisition unit that acquires physical activity information regarding a plurality of types of physical activities of a user, a storage unit that stores the acquired physical activity information, A determination unit that determines physical activity recommended for the user based on information acquired from the physical activity information stored in the storage unit and recommended conditions for determining physical activity recommended for the user. Is provided.

  The recommended condition is that the physical activity is not detected in a predetermined period, and the determination unit may determine the physical activity that is not detected as a physical activity recommended for the user.

  The physical activity information includes the number of times of physical activity performed and the time of execution, and the recommended condition is a condition relating to the number of times of physical activity or the time of execution acquired in a predetermined period, and the determination unit May determine the physical activity that does not reach the preset target value or the execution time as a physical activity recommended for the user.

  Further, different scores are set for each type of physical activity, the recommended condition is a condition related to the score, and the determination unit recommends to the user based on the score acquired in a predetermined period. Physical activity performed may be determined.

  The recommended condition is a condition related to a cumulative score of all types of physical activities acquired in a predetermined period, and the determination unit determines that the cumulative score does not reach a preset target value. The physical activity having a large set score may be determined as the physical activity recommended for the user.

  The physical activity may include a daily activity related to the daily life of the user and an athletic activity related to the user's exercise.

  In addition, the acquisition unit may acquire the physical activity information based on characteristics of audio information acquired from a microphone.

  Further, the acquisition unit may be able to acquire the physical activity information based on information regarding operation states of a plurality of terminals.

  The information processing apparatus further includes a presentation information generation unit that generates information for presenting the physical activity recommended to the user, and the presentation information generation unit detects the recommended physical activity and detects the physical activity. Image information indicating the performed physical activity may be generated.

  In addition, the presentation information generation unit may be configured to display the image information indicating the number of execution times or the execution time that is insufficient with respect to the target value for the physical activity for which the number of times or the execution time of the physical activity does not reach a target value. It may be generated.

  The information processing apparatus further includes a presentation information generation unit that presents a physical activity recommended to the user, and the presentation information generation unit sets a target value of the score for the physical activity recommended to the user. Image information including a recommended execution time for satisfying may be generated.

  In addition, the presentation information generation unit may generate the image information so that the recommended physical activity is displayed in the order of the recommended execution time.

  In order to solve the above problems, according to another aspect of the present invention, acquiring physical activity information related to a plurality of types of physical activities of a user, storing the acquired physical activity information, and Determining physical activity recommended for the user based on information obtained from the stored physical activity information and recommended conditions for determining physical activity recommended for the user. An information processing method is provided.

  In order to solve the above problem, according to another aspect of the present invention, a computer is caused to acquire physical activity information related to a plurality of types of physical activities of a user, and the acquired physical activity information is stored, A program is provided for causing the user to determine a recommended physical activity based on information acquired from the stored physical activity information and a recommended condition for determining a recommended physical activity for the user. .

  As described above, according to the present invention, the physical activity recommended to the user is determined.

FIG. 1 is a diagram showing a configuration of an information presentation system according to an embodiment of the present invention. FIG. 2 is a diagram illustrating a configuration of a wearable terminal according to an embodiment of the present invention. FIG. 3 is a diagram illustrating a configuration of the relay device according to the embodiment of the present invention. FIG. 4 is a diagram showing a configuration of a server according to the embodiment of the present invention. FIG. 5 is a diagram illustrating an example of a database in the information presentation system according to the embodiment of this invention. FIG. 6 is a diagram illustrating an example of physical activity information stored in the information presentation system according to the embodiment of this invention. FIG. 7 is a diagram illustrating an example of physical activity information stored in the information presentation system according to the embodiment of this invention. FIG. 8 is a diagram illustrating an example of physical activity recommended to the user, which is determined in the information presentation system according to the embodiment of this invention. FIG. 9 is a diagram illustrating an example of an information processing method in the information presentation system according to the embodiment of this invention. FIG. 10 is a diagram illustrating an example of a screen presented in the information presentation system according to the embodiment of this invention. FIG. 11 is a diagram illustrating an example of physical activity information stored in the information presentation system according to the embodiment of this invention. FIG. 12 is a diagram illustrating an example of target values set in the information presentation system according to the embodiment of this invention. FIG. 13 is a diagram illustrating an example of a screen presented in the information presentation system according to the embodiment of this invention. FIG. 14 is a diagram illustrating an example of a database in the information presentation system according to the embodiment of this invention. FIG. 15 is a diagram illustrating an example of physical activity information stored in the information presentation system according to the embodiment of this invention. FIG. 16 is a diagram illustrating an example of physical activity information stored in the information presentation system according to the embodiment of this invention. FIG. 17 is a diagram illustrating an example of physical activity recommended to the user, which is determined in the information presentation system according to the embodiment of this invention. FIG. 18 is a diagram illustrating an example of a screen presented in the information presentation system according to the embodiment of this invention. FIG. 19 is a diagram showing another configuration of the information presentation system according to the embodiment of the present invention. FIG. 20 is a block diagram showing a hardware configuration of the server according to the embodiment of the present invention.

  Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings. In addition, in this specification and drawing, about the component which has the substantially same function structure, duplication description is abbreviate | omitted by attaching | subjecting the same code | symbol.

<1. Configuration of information presentation system>
Embodiments of the present invention relate to an information presentation system for presenting information to a user, and more particularly, to an information presentation system for presenting a physical activity recommended to the user (hereinafter also referred to as recommended physical activity). Hereinafter, with reference to FIG. 1, the structure of the information presentation system by embodiment of this invention is demonstrated. In addition, the physical activity in this embodiment includes a daily activity related to the user's daily life and an athletic activity related to the user's exercise. Specifically, daily activities may include, for example, tooth brushing, vacuuming, dishwashing, ironing, and the use of a dryer. The athletic activity may include, for example, walking, running, cycling, and the like. The daily activities and athletic activities are not limited to the examples described above.

  FIG. 1 is a diagram showing a configuration of an information presentation system according to an embodiment of the present invention. As shown in FIG. 1, the information presentation system according to the embodiment of the present invention includes a wearable terminal 100 worn by a user, a relay device 200 that relays information, a network 300, and a server 400.

  In the information presentation system according to the embodiment of the present invention, various information may be acquired by the wearable terminal 100. For example, information such as acceleration, velocity, angular acceleration, and angular velocity may be acquired by a sensor provided in wearable terminal 100. The voice information may be acquired by a microphone provided in the wearable terminal 100.

  In FIG. 1, the wearable terminal 100 is attached to the user's wrist. However, the wearable terminal 100 may be attached to another part of the user. For example, the wearable terminal 100 may be worn on the user's head. The wearable terminal 100 may be an information processing apparatus such as a mobile phone (smart phone), a tablet computer, or a PDA.

  The wearable terminal 100 transmits information acquired by the sensor or the microphone to the relay device 200 connected to the wearable terminal 100. Then, the relay device 200 transmits information received from the wearable terminal 100 to the server 400 via the network 300.

  In FIG. 1, the relay device 200 is shown as a wireless LAN router. However, the relay apparatus 200 may be another information processing apparatus. For example, the relay apparatus 200 may be an information processing apparatus such as a mobile phone (smart phone), a tablet computer, a laptop computer, a desktop computer, a PDA, or an in-vehicle device. Further, when the wearable terminal 100 can directly transmit information to the server 400, the relay device 200 may be omitted.

  The server 400 that has received the information from the relay device 200 determines the physical activity of the user based on the received information, as will be described later. The server 400 also stores physical activity information related to the determined physical activity. For example, the server 400 may store physical activity information for a predetermined period. Specifically, the predetermined period may be one day, one week, one month, or one year.

  Then, the server 400 determines recommended physical activity recommended to the user based on the stored physical activity information and a predetermined condition. The recommended physical activity determination method will be described later.

  The server 400 also generates image information for presenting the recommended physical activity to the determined user. For example, the server 400 may generate audio information or image information. Then, the server 400 transmits the generated voice information or image information to the wearable terminal 100, and the wearable terminal 100 may present the recommended physical activity to the user based on the received voice information or image information.

  As described above, in the information presentation system of the present embodiment, recommended physical activity is presented to the user. Therefore, the user can improve a lifestyle by performing the recommended physical activity shown.

<2. Configuration of Information Processing Devices in Information Presentation System>
The outline of the information presentation system of the present embodiment has been described above. Below, the structure of each information processing apparatus of the information presentation system of this embodiment is demonstrated.

(2-1. Configuration of Wearable Terminal 100)
FIG. 2 is a diagram illustrating a configuration of the wearable terminal 100 according to the present embodiment. The wearable terminal 100 of this embodiment includes a processing unit 102, a communication unit 104, a sensor 106, and a microphone 108.

  The processing unit 102 processes signals from each component of the wearable terminal 100. For example, the processing unit 102 encodes information transmitted from the communication unit 104. The processing unit 102 may process the signal from the sensor 106 to acquire information such as acceleration, velocity, angular acceleration, angular velocity, and the like. The processing unit 102 may process audio information acquired from the microphone 108.

  The communication unit 104 is a communication unit that communicates with the relay device 200 by short-range wireless communication. The communication unit 104 may perform communication using, for example, Bluetooth (registered trademark). The communication unit 104 may perform communication using Zigbee (registered trademark). Note that the communication method described above is an example, and the communication method of the communication unit 104 is not limited to this.

  The sensor 106 may include an acceleration sensor and a gyro sensor. The acceleration sensor detects acceleration applied to the wearable terminal 100. The gyro sensor detects the angular velocity and angular acceleration of the wearable terminal 100. The microphone 108 acquires audio information based on sounds around the wearable terminal 100.

(2-2. Configuration of Relay Device 200)
The configuration of the wearable terminal 100 according to the present embodiment has been described above. Below, the structure of the relay apparatus 200 of this embodiment is demonstrated.

  FIG. 3 is a diagram illustrating a configuration of the relay apparatus 200 according to the present embodiment. The relay device 200 of this embodiment includes a processing unit 202, a first communication unit 204, and a second communication unit 206.

  The processing unit 202 processes signals for each component of the relay device 200. For example, the processing unit 202 decodes a signal acquired via the first communication unit 204 and extracts data. The processing unit 202 encodes information transmitted from the second communication unit 206.

  The first communication unit 204 is a communication unit that communicates with the wearable terminal 100 by short-range wireless communication. The first communication unit 204 may perform communication using, for example, Bluetooth (registered trademark). The first communication unit 204 may perform communication using Zigbee (registered trademark). In addition, the communication system mentioned above is an example, and the communication system of the 1st communication part 204 is not restricted to this.

  The second communication unit 206 is a communication unit for connecting the relay device 200 and an external network by wired communication or wireless communication. For example, the second communication unit 206 may perform communication using a communication method defined by, for example, 3GPP (Third Generation Partnership Project) or 3GPP2. The second communication unit 206 may perform communication using a communication method such as W-CDMA, LTE, or CDMA2000. In addition, the second communication unit 206 may perform communication using a communication method compliant with Ethernet (registered trademark). Note that the communication method described above is an example, and the communication method of the second communication unit 206 is not limited to this.

(2-3. Configuration of Server 400)
The configuration of the relay device 200 according to the present embodiment has been described above. Below, the structure of the server 400 of this embodiment is demonstrated.

  FIG. 4 is a diagram illustrating a configuration of the server 400 according to the present embodiment. The server 400 of this embodiment includes a processing unit 402, a communication unit 404, and a storage unit 406. The processing unit 402 includes an acquisition unit 408, a determination unit 410, and a presentation information generation unit 412.

  The processing unit 402 processes a signal for each component of the server 400. For example, the processing unit 402 decodes a signal obtained via the communication unit 404 and extracts data. The processing unit 402 reads data from the storage unit 406 and performs processing using the data.

  The acquisition unit 408 acquires physical activity information based on information acquired by the sensor 106 of the wearable terminal 100. For example, the acquisition unit 408 may determine physical activity using a database in which a feature pattern of specific information and physical activity are associated as illustrated in FIG. 5 and may acquire physical activity information. The physical activity shown in FIG. 5 is an example, and the present invention is not limited to this.

  Specifically, the acquisition unit 408 is associated with the acceleration, angular acceleration, or angular velocity waveform acquired from the acceleration sensor or gyro sensor included in the wearable terminal 100, and each physical activity as shown in FIG. Compare with feature pattern. Then, the physical activity performed by the user is determined based on the result of the comparison, and physical activity information is acquired.

  Further, the acquisition unit 408 may acquire physical activity information based on audio information acquired from the microphone 108 provided in the wearable terminal 100. For example, the acquisition unit 408 performs MFCC (Mel Frequency Cepstial Coefficient) that emphasizes the frequency component of sound, RMS (Root Mean Square) related to sound intensity, and ZCR (Zero-Crosing Rate) related to sound pitch. It may be used to detect features of audio information. And the acquisition part 408 determines the physical activity which the user performed by comparing the feature of the detected audio | voice information, and the feature pattern matched with each physical activity, and acquires physical activity information. May be. At this time, SVM (Support Vector Machine), which is an identification method using machine learning, may be used to determine physical activity based on audio information.

  The physical activity information may include information on the type of physical activity, the number of physical activities performed, the duration of physical activity, and the time when the physical activity was performed.

  The determination unit 410 determines recommended physical activity recommended for the user based on information acquired from the physical activity information acquired by the acquisition unit 408. For example, the determination unit 410 may determine a physical activity that has not been detected in a predetermined period as a recommended physical activity. The recommended physical activity determination method will be described later.

  The presentation information generation unit 412 generates audio information or image information for presenting the recommended physical activity determined by the determination unit 410 to the user. An example of the image information generated by the presentation information generation unit 412 will be described later.

  The communication unit 404 is a communication unit that communicates with an external device by wired communication or wireless communication. The communication unit 404 may perform communication using a communication method that complies with, for example, Ethernet (registered trademark).

  The storage unit 406 stores various information used by the processing unit 402. For example, the storage unit 406 may store a database used for physical activity determination as shown in FIG. In addition, the storage unit 406 stores physical activity information acquired by the acquisition unit 408.

<3. Information Processing Method in Information Presentation System of Present Embodiment>
The configuration of each device of the information presentation system according to this embodiment has been described above. Below, the information processing method in the information presentation system of this embodiment is demonstrated.

(3-1. First Information Processing Method)
FIG. 6 is a diagram illustrating physical activity performed by the user. In FIG. 6, the physical activity performed by the user on one day (February 1, 2017) is shown. Specifically, the user performs dish washing and tooth brushing twice, and walks three times. In addition, it is shown that the user performed each physical activity on the day of the week and time as shown in FIG. As described above, dish washing and tooth brushing may be classified as daily activities related to the user's daily life, and walking may be classified as athletic activities.

  FIG. 7 is a diagram illustrating physical activity information related to the physical activity performed by the user who performed the physical activity illustrated in FIG. 6 in one week. As illustrated in FIG. 7, the physical activity information may include information regarding the type of physical activity, the number of physical activities performed, and the physical activity execution time (cumulative execution time and average execution time). Note that the physical activity information illustrated in FIG. 7 may be stored in the storage unit 406 of the server 400, for example.

  As can be seen from FIG. 7, the user has not vacuumed, ironed, or used the dryer in one week. Therefore, as shown in FIG. 8, the determination unit 410 of the server 400 may determine vacuuming, ironing, and use of a dryer as physical activities recommended to the user. Thus, the user can improve lifestyle by determining the recommended physical activity. In addition, by presenting physical activities that are not normally performed, the user can improve their lifestyle without getting bored.

  FIG. 9 is a flowchart showing the information processing method in the server 400 described above. First, in S <b> 102, the acquisition unit 408 acquires data acquired by the sensor 106 or the microphone 108 of the wearable terminal 100 via the relay device 200.

  Next, in S <b> 104, the acquisition unit 408 determines the physical activity by comparing the pattern of data acquired from the sensor 106 or the microphone 108 with the feature pattern associated with the physical activity stored in the database. . Moreover, based on the information transmitted from the wearable terminal 100, the execution frequency and execution time of the determined physical activity are acquired.

  In S106, the storage unit 406 stores physical activity information for a predetermined period. In S108, the determination unit 410 determines the recommended physical activity based on the information acquired from the physical activity information stored in the storage unit 406 and the recommended conditions for determining the recommended physical activity. To do.

  Here, as described above, the recommended condition may be that a specific physical activity is not detected. Therefore, the determination unit 410 may determine the physical activity that has not been detected in the predetermined period as the recommended physical activity.

  Next, in S110, the presentation information generation unit 412 generates audio information or image information for presenting recommended physical activity to the user. FIG. 10 is a diagram illustrating an example of a screen displayed by image information generated by the presentation information generation unit 412.

  As shown in FIG. 10, detected physical activity and information indicating recommended physical activity may be displayed on the presented image. Therefore, in FIG. 10, based on the above-described example, an image (icon) indicating walking, tooth brushing, and dishwashing is displayed as the detected physical activity. Also, icons indicating vacuuming, ironing, and use of a dryer are displayed as recommended physical activities.

  In FIG. 10, the detected physical activity and the recommended physical activity are indicated by icons indicating the types of physical activities. Thus, the type of physical activity is indicated by the icon, so that the user can more intuitively grasp the type of physical activity. The detected physical activity and the recommended physical activity may be indicated by characters instead of icons.

  Moreover, in the example mentioned above, the recommended physical activity was presented by the image. However, when the presentation information generation unit 412 generates voice information, the recommended physical activity may be presented to the user by voice.

  As described above, in the information presentation system of the present embodiment, recommended physical activity is presented to the user. Therefore, the user can improve lifestyle by performing the presented physical activity. Moreover, in the information presentation system of this embodiment, the physical activity which was not detected is shown to a user as a recommended physical activity. Therefore, the user can obtain a motive for performing a new physical activity for the user.

  In the information system of this embodiment, the recommended physical activity includes a daily activity related to the user's daily life. Therefore, the user can improve lifestyle in daily life without performing special exercise.

  In the example described above, the recommended physical activity was determined by not being detected. However, the recommended physical activity determination method is not limited to this. FIG. 11 is a diagram illustrating another example of recorded physical activity information. In FIG. 11, physical activity information for the same day of the week that will be similar to the user's behavior is compared. For example, as shown in FIG. 11, the number of walks and the cumulative execution time recorded on February 1, 2017 (Wednesday) were recorded on other days of the same day (Wednesday) within three weeks. When it is less than the minimum number of times of walking and the minimum cumulative time of execution, the determination unit 410 may determine walking as a recommended physical activity.

  In other words, by comparing the physical activity information on the same day of the week, a physical activity with less number of executions or execution time than the number of implementations or execution time on another day of the same day may be determined as the recommended physical activity. At this time, physical activity is less than a predetermined number of times compared to other days (for example, two times or less), or less than a predetermined time (for example, 30 minutes or less) compared to other days May be determined as the recommended physical activity. Also, physical activity may be determined as physical activity that is less than a predetermined percentage (for example, 20% or less) compared to other days.

  Specifically, in FIG. 11, walking is carried out twice on February 1, 2017. However, on the other days (January 18, 2017 and January 25, 2017), walking is performed five times. Therefore, since the number of times of walking on February 1, 2017 is small compared to other days, walking may be determined as the recommended physical activity.

  Similarly, in FIG. 11, walking was performed for 60 minutes on February 1, 2017. However, on the other days (January 18, 2017 and January 25, 2017), walking is performed for 150 minutes. Accordingly, since the walking time on February 1, 2017 is shorter than that on other days, walking may be determined as the recommended physical activity.

  In the example described above, physical activity information on the same day of the week was compared. However, physical activity information on other days may be compared. In the above-described example, the recommended physical activity is determined based on the physical activity information within three weeks. However, the physical activity information used for determining the recommended physical activity may be physical activity information in an arbitrary period. In the above-described example, the minimum number of executions or the minimum cumulative execution time is used as physical activity information used for determination of recommended physical activity. However, the average number of executions or the average execution time in a predetermined period may be used as physical activity information used for determining the recommended physical activity.

  In addition, a predetermined physical activity to be performed at a specific date and time may be set, and when the set physical activity is not performed at the set date and time, the determination unit 410 recommends the set physical activity to the recommended physical activity May be determined. The setting of the specific date and time and the setting of the physical activity to be performed may be performed by the user.

  Moreover, in the example mentioned above, the physical activity which was not detected in the predetermined period was determined as the recommended physical activity. However, the recommended physical activity may be a physical activity detected in a predetermined period. For example, the recommended physical activity may be a physical activity that has been performed most frequently during a predetermined period. In addition, the recommended physical activity may be a physical activity that has been performed most frequently in a predetermined period. Thus, the physical activity that the user usually performs is presented as the recommended physical activity, so that the user can improve the lifestyle habits by slightly changing the normal behavior.

(3-2. Second information processing method)
In the above, the 1st information processing method in the information presentation system of this embodiment was explained. Below, the 2nd information processing method in the information presentation system of this embodiment is explained. In the second information processing method, a target execution number or a target execution time is set for each physical activity. And the target implementation frequency or target implementation time acquired in a predetermined period is used as a recommended condition for determining a recommended physical activity.

  FIG. 12 is a diagram showing a target execution count and a target execution time in a predetermined period (for example, one week) set in advance. In the following, the second information processing method will be described on the assumption that the target execution number and the target execution time are set as shown in FIG. 12 and the physical activity information is actually acquired as shown in FIG. Is done.

  Here, in order to determine the recommended physical activity, the target number of times and the target execution time shown in FIG. 12 are compared with the actually acquired physical activity information shown in FIG. Specifically, the actually acquired number of times of walking (21 times) shown in FIG. 7 is larger than the target number of times of walking (20 times) shown in FIG. Further, the actually acquired number of times of tooth brushing (14 times) shown in FIG. 7 is larger than the target number of times of tooth brushing (12 times) shown in FIG. However, the actually acquired number of times of dishwashing (14 times) shown in FIG. 7 is one less than the target number of times of dishwashing shown in FIG. 12 (15 times).

  Therefore, the determination unit 410 may determine dishwashing that does not satisfy the target number of implementations as the recommended physical activity.

  When attention is paid to the execution time, the actually acquired walk execution time (840 minutes) shown in FIG. 7 is longer than the target walk execution time (800 minutes) shown in FIG. Also, the actually acquired toothbrush cumulative execution time (140 minutes) shown in FIG. 7 is longer than the target toothpaste target execution time (120 minutes) shown in FIG. However, the actually acquired accumulated time (350 minutes) of dishwashing shown in FIG. 7 is 30 minutes less than the target accumulated execution time (380 minutes) of dishwashing shown in FIG.

  Therefore, the determination unit 410 may determine dish washing that does not satisfy the target execution time as the recommended physical activity. In addition, when either one of the target execution count and the target execution time has not reached the target value, the physical activity that has not reached the target value may be determined as the recommended physical activity. Further, when both the target execution count and the target execution time have not reached the target value, the physical activity that has not reached the target value may be determined as the recommended physical activity.

  Thus, by setting a target value for physical activity, the user can set an appropriate amount of physical activity for the user. And the user can improve a lifestyle by performing the physical activity for achieving the set target value.

  FIG. 13 is a diagram illustrating an image based on the image information generated by the presentation information generation unit 412 when dishwashing is determined as the recommended physical activity as described above in the second information processing method. As shown in FIG. 13, an icon indicating dish washing may be displayed as a recommended physical activity in the presented image.

  Moreover, as shown in FIG. 13, the number of implementations or implementation time that is insufficient with respect to the target value may be displayed together with an icon indicating the recommended physical activity. In the example described above, the actual number of executions actually acquired is insufficient by one for the target number of executions set for dish washing, and the actually acquired execution time is 30 minutes short of the target cumulative execution time. Therefore, in FIG. 13, information corresponding to the insufficient number of implementations and implementation time is displayed.

  In this way, by indicating the number of execution times or execution time that is insufficient with respect to the target value, the user can easily grasp how much the execution number or execution time is insufficient with respect to the target value. .

(3-3. Third Information Processing Method)
In the above, the 2nd information processing method in the information presentation system of this embodiment was explained. Below, the 3rd information processing method in the information presentation system of this embodiment is explained. In the third information processing method, different scores are set for each physical activity. And the score acquired in a predetermined period may be used as a recommended condition for determining a recommended physical activity. The score set for each physical activity may be set according to the intensity of the physical activity. For example, since walking has a greater intensity of physical activity than toothpaste, the walking score may be set higher than the toothpaste score.

  FIG. 14 is a diagram illustrating scores set for each physical activity. For example, as shown in FIG. 14, a score of 1 is set for walking, a score of 0.3 is set for brushing, a score of 1.5 is set for vacuuming, dishwashing The score may be set to 0.8, the score may be set to 0.7 for ironing, and the score may be set to 0.3 for the use of a dryer. In the following, the third information processing method will be described on the assumption that the above-described score indicates a score when each physical activity is performed for 10 minutes.

  The score setting is not limited to the example described above. The score may be set by the user. The score may be a value of METs (Metabolic equivalences) of physical activity set to indicate the intensity of physical activity.

  FIG. 15 is a diagram illustrating that information related to the score is further acquired with respect to the physical activity information acquired on the first day illustrated in FIG. 6. Some physical activities are specifically explained. For example, in FIG. 15, since the user has been washing dishes for 20 minutes, the score for the physical activity is calculated to be 1.6 (0.8 × 2). Moreover, since the user has been walking for 30 minutes, the score for the physical activity is calculated to be 3 (1 × 3). Further, since the user brushes his teeth for 10 minutes, the score for the physical activity is calculated to be 0.3 (0.3 × 1).

  FIG. 16 is a diagram showing that a cumulative score is added to the physical activity information acquired in a predetermined period (for example, one week) shown in FIG. In the example shown in FIG. 16, the cumulative score for walking is 84 (1 × 84), the cumulative score for brushing is 4.2 (0.3 × 14), and the cumulative score for dishwashing is 28 (0.8 × 35).

  FIG. 17 shows a cumulative target score regarding all types of physical activities in a predetermined period, a cumulative performance score based on physical activities actually performed by the user, and a target score that are set in advance by the user or the like. It is a figure showing the relationship with the unachieved score which shows the value in which an implementation score is insufficient. Moreover, in FIG. 17, the recommended implementation time for satisfying the unachieved score for the recommended physical activity is shown. In FIG. 17, since the target score is set to 130 and the cumulative execution score is 116.2, the unachieved score is 13.8.

  With respect to the recommended execution time shown in FIG. 17, several physical activities are specifically described. For example, the score for a 10 minute vacuum cleaner is 1.5 from FIG. 14, so in order to satisfy the unachieved score (13.8), the user performs the vacuum cleaner for 92 minutes (13.8 / 1). .5x10) Must be done. Further, since the score for walking for 10 minutes is 1 from FIG. 14, in order to satisfy the unachieved score (13.8), the user must walk for 138 minutes (13.8 / 1 × 10). Don't be. Further, since the score for the dishwashing for 10 minutes is 0.8 from FIG. 14, in order to satisfy the unachieved score (13.8), the user performs dishwashing for 173 minutes (13.8 / 0.8 × 10 )It must be made.

  Note that the determination unit 410 may determine a physical activity having a large set score as a recommended physical activity. Further, the determination unit 410 may determine a physical activity with a short recommended execution time as a recommended physical activity. That is, the determination unit 410 may determine the recommended physical activity so as to recommend it to the user in the order of vacuuming, walking, and washing dishes.

  In this way, by setting a different score for each physical activity, the physical activity recommended for the user is more appropriately determined. This is particularly beneficial when the score corresponds to the intensity of physical activity.

  FIG. 18 shows image information generated by the presentation information generation unit 412 in the third information processing method, as described above, when vacuuming, walking, and dishwashing are determined as recommended physical activities in this order. It is a figure which shows the image based on. As shown in FIG. 18, in the presented image, as a recommended physical activity, an icon indicating a vacuum cleaner is displayed first, an icon indicating walking is then displayed, and an icon indicating dishwashing is displayed last. May be.

  In addition, as shown in FIG. 18, an execution time until the target score for the recommended physical activity is satisfied may be displayed together with an icon indicating the recommended physical activity. In the above-described example, the target score is achieved if the vacuuming is performed for 92 minutes. Therefore, in FIG. 18, a display of 92 minutes is displayed on the icon corresponding to the vacuuming as the recommended execution time. In the above-described example, if the walk is performed for 138 minutes, the target score is achieved. Therefore, a display for 138 minutes is displayed on the icon corresponding to the walk as the recommended execution time. In the above-described example, if the dishwashing is performed for 173 minutes, the target score is achieved. Therefore, a recommended execution time of 173 minutes is displayed on the icon corresponding to the dishwashing.

  In the example described above, the recommended execution time for one physical activity is presented. However, the recommended execution time by a combination of a plurality of physical activities may be presented. For example, a recommended physical activity and recommended practice to walk 110 minutes to achieve 11 out of 13.8 scores and to vacuum for 20 minutes to achieve the remaining 2.8 Time may be presented.

  Thus, by indicating the implementation time that is insufficient with respect to the target score, the user can easily grasp which physical activity and how much the target score is achieved.

  In the above-described example, the recommended physical activity is selected in descending order of the set score or in the order of recommended implementation time. However, the recommended physical activity may be selected in the order of the number of executions or the execution time.

  In the above-described example, the recommended physical activity is determined based on the target scores for all types of physical activities. However, a target score for each physical activity may be set, and a physical activity that does not reach the target score may be determined as a recommended physical activity.

<4. Modification>
The information processing method of the information presentation system according to the present embodiment has been described above. Below, the modification of the information presentation system of this embodiment is demonstrated.

  FIG. 19 is a diagram showing a modification of the information presentation system of the present embodiment. In the example described above, the acquisition unit 408 determines the type of physical activity based on data acquired from the sensor 106 or the microphone 108 of the wearable terminal 100. However, in the modification of the information presentation system of the present embodiment, the acquisition unit 408 is based on the information regarding the operation state of the connection terminal 500 acquired by the plurality of connection terminals 500 connected to the relay device 200 or the wearable terminal 100. Determines the type of physical activity.

  For example, as shown in FIG. 19, the connection terminal 500 that acquires information on the operation state may be a vacuum cleaner, a faucet, an electric toothbrush, or an iron. Good. The types of connection terminal 500 are not limited to these.

  For example, the connection terminal 500 may acquire information regarding power on / off of the connection terminal 500 as information regarding the operation state. Further, the connection terminal 500 may acquire information regarding the operation of the connection terminal 500 as information regarding the operation state.

  Then, the connection terminal 500 may transmit information regarding the acquired operation state to the relay device 200 or the wearable terminal 100. In addition, the relay device 200 or the wearable terminal 100 transmits information regarding the acquired operation state to the server 400. And the acquisition part 408 of the server 400 determines the kind of physical activity based on the information regarding an operation state.

  At this time, the determination unit 410 may determine that the user is performing a vacuum cleaner, for example, if the power of the vacuum cleaner is on. The determination unit 410 may determine that the user is washing the dishes if a predetermined faucet (for example, a kitchen faucet) is open. Further, the determination unit 410 may determine that the user is brushing his / her teeth if another faucet (for example, a faucet in a bathroom) is open. The determination unit 410 may determine that the user is brushing his / her teeth if the electric toothbrush is powered on. Further, the determination unit 410 may determine that the user is ironing if the iron is turned on.

  In this way, the physical activity performed by the user is detected more accurately by determining the type of physical activity based on the information regarding the operation state acquired from the connection terminal 500.

<5. Hardware configuration>
Hereinafter, the hardware configuration of the server 400 according to the embodiment of the present disclosure will be described in detail with reference to FIG. FIG. 20 is a block diagram for describing the hardware configuration of the server 400 according to the embodiment of the present disclosure.

  The server 400 mainly includes a CPU 901, a ROM 903, and a RAM 905. The server 400 further includes a host bus 907, a bridge 909, an external bus 911, an interface 913, an input device 915, an output device 917, a storage device 919, a drive 921, a connection port 923, A communication device 925.

  The CPU 901 functions as a central processing device and control device, and controls the overall operation in the server 400 or a part thereof in accordance with various programs recorded in the ROM 903, RAM 905, storage device 919, or removable recording medium 927. Note that the CPU 901 may have the function of the processing unit 402. The ROM 903 stores programs and calculation parameters used by the CPU 901. The RAM 905 primarily stores programs used by the CPU 901, parameters that change as appropriate during execution of the programs, and the like. These are connected to each other by a host bus 907 constituted by an internal bus such as a CPU bus.

  The input device 915 is an operation unit operated by an administrator of the server 400 such as a mouse, a keyboard, a touch panel, a button, a switch, and a lever. The input device 915 includes, for example, an input control circuit that generates an input signal based on information input by an administrator using the operation unit and outputs the input signal to the CPU 901. By operating the input device 915, the administrator can input various data to the server 400 and instruct processing operations.

  The output device 917 is configured by a device that can notify the manager of the acquired information visually or audibly. Such devices include display devices such as CRT display devices, liquid crystal display devices, plasma display devices, EL display devices and lamps, audio output devices such as speakers and headphones, printer devices, mobile phones, and facsimiles. The output device 917 outputs, for example, results obtained by various processes performed by the server 400. Specifically, the display device displays results obtained by various processes performed by the server 400 as text or images. On the other hand, the audio output device converts an audio signal composed of reproduced audio data, acoustic data, and the like into an analog signal and outputs the analog signal.

  The storage device 919 is a data storage device configured as an example of the storage unit 406 of the server 400. The storage device 919 includes, for example, a magnetic storage device such as an HDD (Hard Disk Drive), a semiconductor storage device, an optical storage device, a magneto-optical storage device, or the like. The storage device 919 stores programs executed by the CPU 901, various data, various data acquired from the outside, and the like.

  The drive 921 is a recording medium reader / writer, and is built in or externally attached to the server 400. The drive 921 reads information recorded on a removable recording medium 927 such as a mounted magnetic disk, optical disk, magneto-optical disk, or semiconductor memory, and outputs the information to the RAM 905. The drive 921 can also write a record to a removable recording medium 927 such as a magnetic disk, an optical disk, a magneto-optical disk, or a semiconductor memory that is mounted. The removable recording medium 927 is, for example, a DVD medium, an HD-DVD medium, a Blu-ray (registered trademark) medium, or the like. Further, the removable recording medium 927 may be a compact flash (registered trademark) (CompactFlash: CF), a flash memory, an SD memory card (Secure Digital memory card), or the like. Further, the removable recording medium 927 may be, for example, an IC card (Integrated Circuit card) on which a non-contact IC chip is mounted, an electronic device, or the like.

  The connection port 923 is a port for directly connecting a device to the server 400. Examples of the connection port 923 include a USB (Universal Serial Bus) port, an IEEE 1394 port, a SCSI (Small Computer System Interface) port, and the like. Another example of the connection port 923 includes an RS-232C port, an optical audio terminal, and a HDMI (registered trademark) (High-Definition Multimedia Interface) port. By connecting the external connection device 929 to the connection port 923, the server 400 acquires various data directly from the external connection device 929 or provides various data to the external connection device 929.

  The communication device 925 is a communication interface including a communication device for connecting to the communication network 931, for example. The communication device 925 is, for example, a wired or wireless LAN (Local Area Network) or a communication card for WUSB (Wireless USB). Further, the communication device 925 may be a router for optical communication, a router for ADSL (Asymmetric Digital Subscriber Line), or a modem for various communication. The communication device 925 can transmit and receive signals and the like according to a predetermined protocol such as TCP / IP, for example, with the Internet or other communication devices. Further, the communication network 931 connected to the communication device 925 is configured by a wired or wireless network, and may be, for example, the Internet, a home LAN, infrared communication, radio wave communication, satellite communication, or the like. .

<6. Supplementary items>
Although the preferred embodiments of the present invention have been described in detail with reference to the accompanying drawings, the present invention is not limited to such examples. It is obvious that a person having ordinary knowledge in the technical field to which the present invention pertains can come up with various changes or modifications within the scope of the technical idea described in the claims. Of course, it is understood that these also belong to the technical scope of the present invention.

  For example, in the above-described example, the physical activity information is acquired by the server 400. However, the physical activity information may be acquired by the wearable terminal 100. That is, the wearable terminal 100 may have the function of the acquisition unit 408 in the present embodiment. Wearable terminal 100 may determine recommended physical activity. That is, the wearable terminal 100 may have the function of the determination unit 410 in the present embodiment. Wearable terminal 100 may generate presentation information for presenting information about recommended physical activity. That is, the wearable terminal 100 may have the function of the presentation information generation unit 412 in the present embodiment. Therefore, wearable terminal 100 may constitute the information presentation system of this embodiment independently.

  In addition, it is possible to create a computer program for causing hardware such as a CPU, ROM, and RAM incorporated in the server 400 to perform the same functions as the components of the server 400 described above. A storage medium storing the computer program is also provided.

<7. Conclusion>
As described above, in the information presentation system of the present embodiment, recommended physical activity is presented to the user. Therefore, the user can improve lifestyle by performing the presented physical activity.

  In the information system of this embodiment, the recommended physical activity includes a daily activity related to the user's daily life. Therefore, the user can improve lifestyle in daily life without performing special exercise.

DESCRIPTION OF SYMBOLS 100 Wearable terminal 102 Processing part 104 Communication part 106 Sensor 108 Microphone 200 Relay apparatus 202 Processing part 204 1st communication part 206 2nd communication part 300 Network 400 Server 402 Processing part 404 Communication part 406 Storage part 408 Acquisition part 410 Determination part 412 Presentation Information generator 500 connected terminal

Claims (14)

An acquisition unit for acquiring physical activity information regarding a plurality of types of physical activities of the user;
A storage unit for storing the acquired physical activity information;
A determination unit that determines physical activity recommended for the user based on information acquired from the physical activity information stored in the storage unit and recommended conditions for determining physical activity recommended for the user. An information processing apparatus comprising: The recommended condition is that the physical activity is not detected in a predetermined period of time,
The information processing apparatus according to claim 1, wherein the determination unit determines the undetected physical activity as a physical activity recommended for the user. The physical activity information includes the number of times the physical activity has been performed, and the time of the physical activity,
The recommended condition is a condition related to the number of times or the execution time of the physical activity acquired in a predetermined period,
The information processing apparatus according to claim 1, wherein the determination unit determines the physical activity that does not reach a preset target value or the execution time as a physical activity recommended for the user. A different score is set for each of the physical activity types,
The recommended condition is a condition related to the score,
The information processing apparatus according to claim 1, wherein the determination unit determines a physical activity recommended for the user based on the score acquired in a predetermined period. The recommended condition is a condition relating to a cumulative score of all types of the physical activities acquired in a predetermined period,
The said determination part determines the said physical activity with the said large score set as the physical activity recommended to the said user, when the said accumulation score does not reach the preset target value. Information processing device.   The information processing apparatus according to any one of claims 1 to 5, wherein the physical activity includes a daily activity related to a user's daily life and an athletic activity related to a user's exercise.   The information processing apparatus according to claim 1, wherein the acquisition unit acquires the physical activity information based on characteristics of audio information acquired from a microphone.   The information processing apparatus according to any one of claims 1 to 7, wherein the acquisition unit is capable of acquiring the physical activity information based on information regarding operation states of a plurality of terminals. A presentation information generating unit that generates information for presenting the physical activity recommended to the user;
The information processing apparatus according to claim 1, wherein the presentation information generation unit generates image information indicating the recommended physical activity and the detected physical activity.   The presentation information generation unit generates the image information indicating the number of implementation times or the implementation time that is insufficient with respect to the target value with respect to the physical activity for which the number or implementation time of the physical activity does not reach a target value. The information processing apparatus according to claim 9. A presentation information generator for presenting physical activity recommended to the user;
The information processing apparatus according to claim 4, wherein the presentation information generation unit generates image information including a recommended execution time for satisfying a target value of the score for a physical activity recommended for the user.   The information processing apparatus according to claim 11, wherein the presentation information generation unit generates the image information so that the recommended physical activity is displayed in the order of the recommended execution time. Obtaining physical activity information about multiple types of physical activity of the user;
Storing the acquired physical activity information;
Determining physical activity recommended for the user based on information obtained from the stored physical activity information and recommended conditions for determining physical activity recommended for the user, Information processing method. On the computer,
Get physical activity information about multiple types of physical activity for users,
Storing the acquired physical activity information;
A program for causing a user to determine a recommended physical activity based on information acquired from the stored physical activity information and a recommended condition for determining a recommended physical activity for the user.

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