JP6477647B2 - Terminal device, external device, information processing method, program, and information processing system - Google Patents

Description

  This technology relates to a terminal device, an external device, an information processing method, a program, and an information processing system. Specifically, information according to the user's movement is easily used.

  2. Description of the Related Art Conventionally, a health service that provides information related to health according to a user by using an information processing system has been performed. For example, a terminal device having a communication function is linked to a measuring device that measures vital data (for example, weight, blood pressure, number of steps), and the vital data of the client measured by the measuring device is recorded on an external device by the terminal device. Further, the external device performs statistical processing on the recorded vital data and transmits the statistical processing result to the terminal device.

  As another health service, in the health management system of Patent Document 1, it is proposed to provide advice on meals, exercise contents, and the like from lifestyle data and vital data.

JP 11-47096 A

  By the way, in the service for notifying the statistical processing result of vital data, changes in the accumulated vital data can be grasped. However, if the daily change amount of the vital data is small, the statistical processing result to be notified is also less changed, and there is a possibility that the user's interest level is lowered and the use of the service is reduced.

  Further, when a search type system that can provide information desired by the user is used, the user cannot obtain information unless various search conditions are set. For this reason, if the user determines that the operation is complicated, it is difficult to increase the frequency of use of the service or to have the service used continuously.

  Furthermore, in services that automatically notify only information corresponding to the current time, such as TV and radio broadcasts, it is possible to reuse information that has been missed or to obtain information about the previous time in advance and schedule it. I ca n’t stand. Therefore, the utility value of the service is lowered.

  Therefore, an object of this technique is to make it possible to easily use information according to a user's movement.

A first aspect of this technology is an information collection unit that generates collection information including a detection result of a user's movement, and a behavior pattern, a preference pattern of the type of exercise of the user, and a daily pattern based on the collection information. A life rhythm analysis unit that analyzes as a life rhythm , a control unit that makes a request for content to an external device including a search parameter for selecting content according to the life rhythm at a date and time designated by the user, The content request is selected at each time based on the life rhythm including the type of the user's exercise on the specified date analyzed based on the collected information including the detection result of the user's movement, and A terminal device includes a content presentation unit that presents a list of contents supplied from an external device.

  In this technology, a request for content at a date and time designated by a user is performed by the control unit with respect to the external device, and the content presentation unit collects information including a detection result of the user's movement in the external device in response to the content request. Based on the life rhythm including the type of exercise of the user on the specified date analyzed based on the above, the contents supplied from the external device are presented as a list. Furthermore, when an information collection unit that collects information for selecting content according to the life rhythm is provided, the external device provides the collected information collected by the information collection unit to the external device. The content selected based on the life rhythm of the user analyzed based on the collected information is acquired. In addition, when a life rhythm analysis unit that analyzes a life rhythm based on the collected information is provided, a life rhythm analysis result including a preference pattern of the type of exercise of the user is provided to an external device.

The second aspect of the technology includes a step of generating collection information including a detection result of a user's movement in an information collection unit, a behavior pattern, a preference pattern of the type of exercise of the user, and daily basis based on the collection information Control of content requests to an external device including a process of analyzing a pattern as a life rhythm by a life rhythm analysis unit and a search parameter for selecting content corresponding to the life rhythm at the date and time specified by the user Each time based on the life rhythm including the type of the user's exercise on the specified date analyzed based on the collected information including the detection result of the user's movement according to the content request And the step of presenting the content supplied from the external device as a list at the content presentation unit. It lies in the way.

A third aspect of this technique is a program for causing a computer to execute acquisition of content from an external device, a procedure for generating collection information including a detection result of a user's movement, and an action pattern based on the collection information Including a procedure for analyzing a preference pattern and a daily pattern of the user's exercise type as a daily rhythm, and a search parameter for selecting content according to the daily rhythm of the date and time specified by the user A procedure for making a request to an external device, and a life rhythm including the type of exercise of the user on the specified day analyzed based on the collected information including the detection result of the user's movement according to the request for the content Content selected from each time based on the content and supplied from the external device as a list. There a procedure to be presented in tree presentation unit in a program to be executed by the computer.

According to a fourth aspect of the present technology, in response to a user content request from a terminal device , the date specified in the content request analyzed based on collected information including a detection result of the user movement The content at each time based on the life rhythm including the type of exercise of the user is selected from the transmission content storage unit storing the content selected according to the type of exercise of the user in association with the date and time, It exists in an external apparatus provided with the content transmission part transmitted to a terminal device.

  In this technology, in response to a user's request for content from the terminal device, content corresponding to the type of exercise performed by the user determined using the collected information including the detection result of the user's motion is stored in the content storage unit or The content is selected from the transmission content storage unit and transmitted to the terminal device. Here, if the date and time specified in the content request is a past date and time, the content of the past date and time is selected from the transmission content storage unit, and if the date and time specified in the content request is not a past date and time, The content is selected from the content storage unit according to the life rhythm of the user at the selected date and time. In addition, when a date is specified in the content request, the content is selected and transmitted for each time based on the user's life rhythm on the specified date analyzed based on the collected information. Further, the content is selected from the content storage unit based on the collected information for selecting the content corresponding to the life rhythm supplied from the terminal device. When a life rhythm analysis unit for analyzing a life rhythm based on the collected information is provided, the content corresponding to the life rhythm at the date and time designated by the content request is selected. In the analysis of life rhythm, the type of exercise performed by the user is classified based on the collected information, and the life rhythm is analyzed based on the frequency of exercise at each time.

According to a fifth aspect of the present technology, in response to a user's content request from a terminal device , the date specified by the content request analyzed based on collected information including a detection result of the user's movement The content at each time based on the life rhythm including the type of exercise of the user is selected from the transmission content storage unit storing the content selected according to the type of exercise of the user in association with the date and time, An information processing method includes a step of sending a content to a terminal device by a content sending unit.

A sixth aspect of the present technology is a program for causing a computer to execute content transmission in response to a content request from a terminal device, and the user's movement in response to the user's content request from the terminal device. Depending on the type of exercise of the user, the content at each time based on the life rhythm including the type of exercise of the user on the date specified in the request for the content analyzed based on the collected information including the detection result of A program for causing the computer to execute a procedure of selecting the content selected in this manner from a transmission content storage unit stored in association with the date and time and transmitting the selected content to the terminal device.

  Note that the program of the present technology is, for example, a storage medium or a communication medium provided in a computer-readable format to a general-purpose computer that can execute various program codes, such as an optical disk, a magnetic disk, or a semiconductor memory. It is a program that can be provided by a medium or a communication medium such as a network. By providing such a program in a computer-readable format, processing corresponding to the program is realized on the computer.

  According to this technology, in the terminal device, a request for content at the date and time specified by the user is made to the external device, and the content request is determined using collected information including the detection result of the user's movement. The content selected from the external device is selected according to the type of exercise performed by the user. Further, in the external device, in response to the user's content request from the terminal device, content corresponding to the type of exercise performed by the user determined using the collected information including the detection result of the user's motion is stored in the content storage unit. Alternatively, the content selected from the content storage unit according to the type of exercise performed by the user is selected from the transmission content storage unit stored in association with the date and time, and is transmitted to the terminal device. For this reason, information according to the movement of the user can be easily used.

It is a block diagram which shows the structure of an information processing system. It is the figure which illustrated the external appearance of the terminal device. It is the figure which illustrated the information input screen. It is the figure which illustrated the channel selection screen. It is the figure which illustrated the date input screen. It is a flowchart which shows operation | movement of a terminal device. It is the figure which illustrated the information memorized by the collection information storage part. It is the figure which illustrated the action pattern analysis result. It is the figure which illustrated the momentum pattern analysis result. It is the figure which illustrated the preference pattern analysis result. It is the figure which illustrated the daily pattern analysis result. It is a flowchart which shows operation | movement of a life rhythm analysis part. It is the figure which illustrated the stored content information. It is the figure which illustrated the stored environment information. It is a figure for demonstrating action determination operation | movement. It is a figure for demonstrating the determination operation | movement of an item. It is a figure for demonstrating the determination operation | movement of a target reference | standard. It is a flowchart which shows operation | movement of a content transmission part. It is a flowchart which shows operation | movement in the case of acquiring the content of each time of the day. It is the figure which illustrated the display of the content list. It is a figure which shows content presentation operation | movement.

Hereinafter, embodiments for carrying out the present technology will be described. The description will be given in the following order.
1. 1. Configuration of information processing system 2. Operation of terminal device Operation of life rhythm analysis unit 4. 4. Operation of server device Other operations of the terminal device

<1. Configuration of information processing system>
FIG. 1 is a block diagram showing the configuration of the information processing system. The information processing system 10 is configured using a terminal device 20 and an external device such as a server device 40, and the terminal device 20 and the server device 40 are connected via a network 50, for example.

  The terminal device 20 includes an information collection unit 21, a user interface unit 22, a display unit 23, a communication unit 24, and a control unit 25. The server device 40 includes a content registration unit 41, a content storage unit 42, an environment information acquisition unit 43, an environment information storage unit 44, a content transmission unit 45, a transmission content storage unit 46, and a communication unit 47. Further, in the information processing system 10, the life rhythm analysis unit 30 is provided in either the terminal device 20 or the server device 40. Note that FIG. 1 illustrates a case where the life rhythm analysis unit is provided in the server device 40. Further, the content is information such as an image, text, sound, and a control signal for a motor, and the following description exemplifies a case where the content is information on an image or text.

  The information collecting unit 21 of the terminal device 20 collects information used for analyzing life rhythms. For example, the information collecting unit 21 is provided with a motion detection sensor 211 having a step count measurement function and the like, and generates information on the user's motion. In addition, the information collection unit 21 may be provided with a position detection unit 212 that acquires position information. The position detection unit 212 has a function of detecting a current position by receiving a positioning signal used in, for example, GPS (Global Positioning System), and a function of detecting a current position by receiving a signal from a mobile phone base station. A function of detecting the current position by acquiring the position information of the router based on the address included in the signal received from the router in WiFi (wireless fidelity) or the like is provided. Information collected by the information collecting unit 21 and information input by a user's information input operation as described later are used as collected information.

  The user interface unit 22 is used by the user for menu selection, information input, and the like, and is configured using operation switches, a touch panel, and the like. The user interface unit 22 generates an operation signal corresponding to the user operation and outputs it to the control unit 25.

  The display unit 23 is configured using a flat display element such as a liquid crystal display element or an organic EL. The display unit 23 displays a menu display, content information supplied from the server device 40, and the like.

  The communication unit 24 communicates with the server device 40. The communication unit 24 is controlled by the control unit 25 and transmits collected information and a content request to the server device 40. In addition, the content supplied from the server device 40 is received.

  The control unit 25 controls each unit of the terminal device 20 so as to perform an operation according to a user operation. For example, the collection information is provided to the server device 40 or the content is requested in response to a user operation. Also, by providing the collection information and requesting the content using the user identification information, the server device 40 can identify the user who has provided the collection information and requested the content. Furthermore, the control part 25 provides collection information to the server apparatus 40 regularly, when having been previously permitted by the user.

  Further, the control unit 25 reproduces the content supplied from the server device 40 in response to the content request and causes the display unit 23 to display various information indicated by the content. For example, when the content is image or character information, the information is displayed on the display unit 23. When the content indicates a URL (Uniform Resource Locator), the control unit 25 accesses the host indicated by the URL via the network 50 to acquire information, and the acquired information is displayed on the display unit 23. Display. In addition, when the content reproduction is completed, the control unit 25 requests the server device 40 for the content.

  The life rhythm analysis unit 30 includes a collection information storage unit 31, an analysis processing unit 32, and an analysis result storage unit 33. The collected information storage unit 31 stores collected information provided from the terminal device 20.

  The analysis processing unit 32 analyzes the user's life rhythm pattern based on the collected information stored in the collected information storage unit 31. For example, a daily rhythm pattern or a daily rhythm pattern is analyzed, and the analysis result is supplied to the analysis result storage unit 33.

  The analysis result storage unit 33 stores the analysis result of the life rhythm supplied from the analysis processing unit 32. The analysis result storage unit 33 supplies the stored analysis result to the content transmission unit 45 in response to a request from the content transmission unit 45.

  The content registration unit 41 of the server device 40 registers content to be provided to the terminal device 20. The content is information related to actions that constitute a user's life pattern. The content registration unit 41 registers content in association with an action-related attribute. The content registration may be performed online by the content provider, or may be registered offline based on an instruction from the content provider.

  The content storage unit 42 stores content registered in association with attributes related to behavior. The content stored in the content storage unit 42 is read by the content transmission unit 45.

  The environment information acquisition unit 43 acquires environment information related to the user's life. The environment information acquisition unit 43 acquires weather information such as temperature, sunshine duration, precipitation, wind direction, and wind speed as environment information. Moreover, the environment information acquisition part 43 acquires the information corresponding to a user's position in acquisition of weather information. The user's position may be registered in advance in the server device 40 by the user, or the position detected by the position detection unit 212 of the information collection unit 21 in the terminal device 20 may be used. Further, the future position of the user may be predicted, and the environment information of the area including the predicted position may be acquired. The future position can be predicted by referring to the past action history of the user, for example.

  The environment information storage unit 44 stores the environment information acquired by the environment information acquisition unit 43. The environment information storage unit 44 is read by the content sending unit 45.

  The content sending unit 45 analyzes the user's life rhythm based on the collected information for selecting the content according to the life rhythm supplied from the terminal device 20. Further, based on the analysis result, the user's behavior at the specified date and time is analyzed, and the content related to the analysis result is selected from the content storage unit 42 and transmitted to the content request source. Here, when the life rhythm analysis unit 30 for analyzing the user's life rhythm is provided, the content sending unit 45 determines the user who has requested the content, and for the determined user, the life rhythm at the specified date and time. The analysis result is read from the analysis result storage unit 33 of the life rhythm analysis unit 30. The content sending unit 45 analyzes the user's behavior based on the read analysis result, selects content related to the analysis result from the content storage unit 42, and sends it to the content requesting source.

  The transmission content storage unit 46 stores the content selected from the content storage unit 42 by the content transmission unit 45 according to the analysis result of the user's behavior in association with the date and time. Further, the transmission content storage unit 46 outputs the stored content to the content transmission unit 45 in response to a request from the content transmission unit 45.

  The communication unit 47 communicates with the communication unit 24 of the terminal device 20, receives a content request or the like supplied from the terminal device 20, and supplies it to the content transmission unit 45. In addition, the communication unit 47 transmits the content supplied from the content transmission unit 45 to the terminal device 20 in response to the content request.

  In addition, although the above-mentioned terminal device 20 has illustrated the case where a content is displayed using the display part 23 as a content presentation part, when a content is audio | voice information, it presents a content using a speaker etc. Do. Further, the content storage unit 42 and the environment information storage unit 44 may be provided in an external device such as a data center instead of the server device 40.

<2. Operation of terminal device>
FIG. 2 illustrates the appearance of the terminal device 20. The casing 200 of the terminal device 20 is provided with operation switches 221, 222, and 223 that constitute the user interface unit 22. Further, a touch panel 224 constituting the user interface unit 22 is provided on the display surface of the display unit 23. For example, the operation switch 221 is a switch for reading an information input screen used for analyzing the rhythm of life. The operation switch 222 is a switch for reading a channel selection screen for designating a genre or the like for the content acquired from the server device 40. The operation switch 223 is a switch for reading a date / time input screen in order to acquire content corresponding to a desired date / time.

  The control unit 25 of the terminal device 20 displays an information input screen on the display unit 23 according to the operation of the operation switch 221. Further, when a user operation is performed on the display of the information input screen, the control unit 25 determines what input operation the user has performed based on the operation position of the touch panel 224 and the screen display. Based on the information input process.

  FIG. 3 illustrates an information input screen. FIG. 3A illustrates a user information input screen. On the user information input screen, it is possible to input information for selecting content that is high in the user's physical characteristics and interest. For example, in FIG. 3A, a text field for inputting height and weight as physical features and a text field for inputting items of high interest are provided. Information input is not limited to a text field, and a spin button may be provided to input height and weight, and a list box or combo box may be provided to input items of high interest.

  FIG. 3B illustrates an action information input screen. On the behavior information input screen, it is possible to input behavior information that cannot be collected by the information collection unit 21 or behavior information by the user instead of the information collection unit 21. For example, in FIG. 3B, there are provided text fields for entering the wake-up time and bedtime, the genre of meals, intake calories, the exercise type and the number of steps. As described above, the information input is not limited to the text field, but a spin button is provided to enter the wake-up time, bedtime, step count, list box or combo box so that the genre and type of exercise can be entered. May be. In addition, in the input of behavior information, time information is correlated in order to identify at which time the information relates to the behavior. As the time information to be associated, the control unit 25 may automatically generate time information indicating the time when the information input operation is performed, or the user may be able to input the time information.

  FIG. 3C illustrates a login screen. In the login screen, a text field for inputting a user ID for user identification is provided.

  The control unit 25 of the terminal device 20 displays a channel selection screen on the display unit 23 according to the operation of the operation switch 222. Furthermore, when a user operation is performed on the display of the channel selection screen, the control unit 25 determines what channel selection operation the user has performed based on the operation position of the touch panel 224 and the screen display.

  FIG. 4 illustrates a channel selection screen. On the channel selection screen, one of a plurality of channels can be selected. For example, in FIG. 4A, any one of the daily life channel, exercise channel, and meal channel can be selected. The daily life channel is a channel that provides food, exercise, sleep information and the like corresponding to the life rhythm of the user in a timely manner. The exercise channel is a channel that provides exercise-related information and the like based on the user's exercise history information in a timely manner in correspondence with the user's life rhythm. The meal channel is a channel that provides meal-related information and the like according to the user's preferences in a timely manner in correspondence with the user's life rhythm.

  The control unit 25 of the terminal device 20 displays a date / time input screen on the display unit 23 according to the operation of the operation switch 223. Further, when a user operation is performed on the display of the date / time input screen, the control unit 25 determines what date / time input operation the user has performed based on the operation position of the touch panel 224 and the screen display. Based on the result, the date is input.

  FIG. 5 illustrates a date / time input screen. FIG. 5A is a date / time input screen for specifying a date using a calendar and specifying a time after the date is specified. FIG. 5B is a date / time input screen in which a text field for inputting the date / time is provided and the year / month / day / time are input. As described above, the date / time input is not limited to the text field, and a spin button may be provided for input.

  FIG. 6 is a flowchart showing the operation of the terminal device. In step ST11, the control unit 25 performs login. The control unit 25 displays a login screen on the display unit 23 and accepts an input of a user ID. Further, the control unit 25 transmits the input user ID to the server device 40, and proceeds to step ST12 when the server device 40 notifies that the user confirmation is completed. If a notification that the user cannot be confirmed is given, a message to that effect is displayed on the display unit 23.

  In step ST12, the control unit 25 calls a channel selection screen. The control part 25 controls the display part 23, displays a channel selection screen, and progresses to step ST13.

  In step ST13, the control unit 25 determines whether channel selection has been performed. The control unit 25 returns to step ST13 when it has not detected that channel selection has been performed, and proceeds to step ST14 when it has detected that channel selection has been performed.

  In step ST14, the control unit 25 sets the date and time. The control unit 25 controls the display unit 23 to display a date / time input screen. Furthermore, the process proceeds to step ST15 with the date and time input by the user as the specified date and time for content acquisition.

  In step ST15, the control unit 25 makes a content request. The control unit 25 requests the server device 40 for the content of the set designated date and time, and proceeds to step ST16.

  In step ST16, the control unit 25 determines whether content has been received. The control unit 25 returns to step ST16 until the content is supplied from the server device 40 in response to the content request, and proceeds to step ST17 when the content from the server device 40 is received.

  In step ST17, the control unit 25 performs content reproduction. The control unit 25 reproduces the received content, displays the content information on the screen of the display unit 23, for example, and proceeds to step ST18.

  In step ST18, the control unit 25 determines whether an event has occurred. When no event has occurred, for example, when no user operation is performed, the control unit 25 returns to step ST18, and when determining that a user operation has been performed, the control unit 25 proceeds to step ST19.

  In step ST19, the control unit 25 determines whether the event is a reproduction end or a switch operation. For example, when the touch panel operation of the display unit 23 is performed, the control unit 25 proceeds to step ST23, and when the switch operation is performed with the operation switch 223, the control unit 25 proceeds to step ST20.

  In step ST20, the control unit 25 calls a date / time input screen. The control unit 25 controls the display unit 23 to display the date / time input screen and proceeds to step ST21.

  In step ST21, the control unit 25 determines whether date / time input has been performed. The control unit 25 returns to step ST21 when it is not detected that the information input is performed, and proceeds to step ST22 when it is detected that the date and time is input.

  In step ST22, the control unit 25 sets the date and time. The control unit 25 sets the input date and time as the specified date and time, and proceeds to step ST23.

  When the process proceeds from step ST19, 22 to step ST23, the control unit 25 ends the reproduction of the content and returns to step ST15.

  As described above, the terminal device 20 requests the server device 40 to set the specified date and time and request the content.

  Although omitted in FIG. 6, when a switch operation is performed with the operation switch 221, an information input screen is displayed to enable information input. When a switch operation is performed with the operation switch 222, a channel selection operation screen is displayed, and processing for requesting the content of the channel selected by the user is performed.

  Thus, the terminal device 20 provides the server device 40 with collected information for analyzing life rhythms. Therefore, it is possible to provide content according to the behavior estimation result at the user specified date and time by analyzing the life rhythm as described later using the provided collected information.

<3. Operation of Life Rhythm Analysis Department>
The life rhythm analysis unit 30 analyzes the user's life rhythm based on the collected information.

  The collected information storage unit 31 stores the information input from the information input screen and the collected information acquired by the information collecting unit 21 as a history for each user. FIG. 7 illustrates the collected information stored in the collected information storage unit 31. For example, the collected information is stored in association with action names, types, and amounts in time series. “Action name” classifies exercise and meal, and “type” indicates the type of exercise and the type of meal. Furthermore, the “amount” indicates the number of steps when exercising and the number of calories in the meal.

  The analysis processing unit 32 analyzes the life rhythm using the collected information stored in the collected information storage unit 31. Based on the collected information stored in the collected information storage unit 31, the analysis processing unit 32 analyzes an action pattern, a quantity pattern related to the action, such as an exercise quantity pattern, a preference pattern, and a daily pattern.

FIG. 8 illustrates the behavior pattern analysis result. The behavior pattern analysis results indicate in time series which behavior is frequently performed for each behavior. For example, the analysis processing unit 32 compares information on the stored exercise amount and calorie intake with a preset threshold value, and analyzes whether exercise or meal has been performed based on the comparison result. The analysis processing unit 32 sets the analysis result to “1”, assuming that exercise is performed when the amount of exercise is equal to or greater than the threshold. Similarly, the analysis processing unit 32 sets the analysis result to “1” on the assumption that a meal has been performed when the intake calorie is equal to or greater than the threshold. Further, when the analysis processing unit 32 analyzes that exercise or meal is not performed, the analysis result is set to “0”. Further, the analysis processing unit 32 sets the initial value of the behavior pattern analysis result to “0”, adds the analysis results for each day according to the time, and generates a behavior pattern analysis result as a frequency value. If the behavior pattern analysis result is generated in this way, the behavior pattern analysis result becomes a model related to the behavior pattern. Therefore, by using the behavior pattern analysis result, it is possible to determine what kind of behavior is being performed at any time by the frequency value of the behavior pattern analysis result.

  FIG. 9 illustrates the result of momentum pattern analysis. The analysis processing unit 32 calculates a statistical value, for example, an average value of the daily exercise amount for each time, and obtains the exercise amount pattern analysis result. If the momentum pattern analysis result is generated in this way, the momentum pattern analysis result becomes a model relating to the expected value of momentum.

  FIG. 10 illustrates a preference pattern analysis result. In addition, FIG. 10 shows a preference pattern analysis result of the exercise genre. The preference pattern analysis result indicates in time series which genre of exercise is being performed frequently. For example, the analysis processing unit 32 analyzes which genre exercise is performed based on the stored “type” information, and sets the analysis result of the genre of exercise performed to “1”. Further, the analysis processing unit 32 sets “0” as an analysis result of a genre in which exercise is not performed. Further, the analysis processing unit 32 sets the initial value of the preference pattern analysis result to “0” in the same manner as the behavior pattern analysis result, and adds the daily analysis results in time series to obtain a frequency value as a preference value analysis. Generate results. If the preference pattern analysis result is generated in this way, the preference pattern analysis result becomes a model relating to the preference of the exercise genre. Therefore, by using the preference pattern analysis result, it is possible to determine, for example, which genre of exercise is frequently performed at which time by the frequency value of the preference pattern analysis result.

In addition, since the life rhythm may be different on weekdays and holidays, for example, not only the daily life rhythm that is not related to the day of the week but also the daily rhythm of each day of the week may be analyzed. In the analysis of the daily rhythm for each day of the week, the collected information is divided for each day of the week, and the daily rhythm is analyzed using the collected information for the day of the week on which the daily rhythm is analyzed. FIG. 11 illustrates the daily pattern analysis results. The daily pattern includes a pattern analysis result for each day that is not related to the day of the week and a pattern analysis result for each day of the week, that is, eight types of analysis result patterns.
For example, each day of week column of (quantity) walking is associated with the distribution data for each time of FIG. 9 corresponding to each date. In addition, each day of week column of (preference) exercise genre is associated with distribution data for each hour of FIG. 10 corresponding to each date. Similarly, the behavior pattern distribution of FIG. 8 is also managed in the table of FIG. 11 in association with each date.

  The analysis result storage unit 33 stores a model related to the life rhythm analyzed by the analysis processing unit 32, that is, a behavior pattern analysis result, a quantity pattern analysis result, a preference pattern analysis result, and a daily pattern analysis result. Note that the model related to the life rhythm stored in the analysis result storage unit 33 is updated when the collection information stored in the collection information storage unit 31 is updated and the analysis processing unit 32 analyzes the life rhythm. Updated to analysis results.

  FIG. 12 is a flowchart showing the operation of the life rhythm analysis unit 30 when the life rhythm analysis unit 30 is provided in the server device 40.

  In step ST31, the life rhythm analysis unit 30 determines whether the collected information is received. The life rhythm analysis unit 30 proceeds to step ST32 when the information input from the information input screen or the information acquired by the information collection unit 21 is supplied from the terminal device 20, and proceeds to step ST31 when the collection information is not supplied. Return to.

  In step ST32, the life rhythm analysis unit 30 updates the stored information. The collection information storage unit 31 of the life rhythm analysis unit 30 stores the newly supplied collection information as a history, and proceeds to step ST33.

  In step ST33, the life rhythm analyzer 30 checks the day of the week. The analysis processing unit 32 confirms which day of the week the collected information is, and proceeds to step ST34.

  In step ST34, the life rhythm analyzer 30 analyzes the life rhythm. Since the collection information stored in the collection information storage unit 31 has been updated, the analysis processing unit 32 of the life rhythm analysis unit 30 analyzes the life rhythm using the updated information on the day of the week on which the update was performed. Then go to step ST35. The life rhythm is analyzed by analyzing a daily pattern that is not related to the day of the week and a pattern of the day of the week on which the update has been performed.

  In step ST <b> 35, the life rhythm analysis unit 30 updates a model related to the life rhythm. Based on the analysis result of step ST34, the analysis result storage unit 33 of the life rhythm analysis unit 30 updates the model related to the stored life rhythm and returns to step ST31.

  Thus, the life rhythm analysis unit 30 analyzes the user's life rhythm based on the collected information, and generates an action pattern, a preference pattern, and the like. Therefore, by using the pattern analysis result, it is possible to estimate the behavior and the like at the user designated date and time.

<4. Operation of server device>
The content information registered by the content registration unit 41 of the server device 40 is stored in the content storage unit 42.

  FIG. 13 illustrates content information stored in the content storage unit 42. The content information includes metadata indicating content attributes in addition to content details (for example, URL (Uniform Resource Locator)). Metadata is information used to select content according to a user's life rhythm and the like. For example, a content provider registers according to content attributes. As the metadata, information on the action name, action type and amount used in the analysis of life rhythm, and environmental information are used.

  The environment information acquired by the environment information acquisition unit 43 of the server device 40 is stored in the environment information storage unit 44.

  FIG. 14 illustrates the environment information stored in the environment information storage unit 44. As environmental information, information such as weather and temperature is acquired as environmental information. The environmental information is stored along with the time by dividing the region so that information according to the location of the content user can be acquired. FIG. 14 illustrates the environmental information of one area.

  The content transmission unit 45 of the server device 40 determines, for each time, a parameter for searching for registered content based on each model indicating a life rhythm and position information and channel information included in a request from the client. To do. Further, the content sending unit 45 selects the content with the determined parameters and sends the selected content to the client.

  When the daily life channel is selected on the terminal device 20, the content transmission unit 45 calculates the behavior probability by paying attention to the frequency at the designated time of the behavior pattern analysis result. Furthermore, a lottery according to the probability is performed to determine an action. In addition, since the content transmission part 45 employ | adopts the action of the selected channel, when the individual channels, such as a meal and an exercise | movement, are selected with the terminal device 20, it selects the content according to the probability. Do not do.

  FIG. 15 is a diagram for explaining an action determining operation. For example, as shown in FIG. 15A, when the frequency value of the exercise at the 18:00 range of the behavior pattern analysis result is “85” and the frequency value of the meal is “15”, the behavior probability is (B ), The probability of exercise is “0.85” and the probability of meal is “0.15”. Therefore, a lottery is performed according to this probability to determine the action.

  Next, the content sending unit 45 determines the type of content to be provided based on the preference pattern and the target criterion for the value for selecting the content to be provided based on the amount pattern for the determined action.

  FIG. 16 is a diagram for explaining an event determining operation when exercise is determined as an action. For example, as shown in FIG. 16A, when the running frequency value at 18:00 of the exercise preference pattern analysis result is “70” and the tennis frequency value is “5”, the event probability is ( As shown in B), the probability of running is “0.70” and the probability of tennis is “0.05”. Therefore, a lottery is performed according to this probability to determine the event.

  FIG. 17 is a diagram for explaining an operation of determining a target criterion for an amount when exercise is determined as an action. For example, as shown in FIG. 17, when the amount of exercise in the 18:00 range of the quantity pattern analysis result is “3890”, the target criterion is determined to be “3890 steps”.

  16 and 17 show a case where exercise is determined as an action. In the case of a meal, the genre of a meal such as Chinese or Japanese food is determined based on the result of preference pattern analysis. In addition, calorie intake is determined as a reference value for the amount. In the case of sleep, since there are two types of preference patterns, sleep and wake-up, the quantity parameter is not used.

  In addition, the content transmission unit 45 performs determination processing for environment information. In determining the environment, the environment information is determined based on the designated date and time. The content sending unit 45 may determine the environment information of the specified date and time from the environment information of the area including the position indicated by the position information from the terminal device 20.

  Furthermore, when a date and time is specified and a content request is made, the content sending unit 45 determines the type of content to be provided based on behavior and preference patterns at the specified date and time.

  As described above, the content transmission unit 45 determines the behavior, the item, the target standard, the designated date and time, and the like as search parameters. For example, in the designated date and time, when action = exercise, action type = running, and target criterion = 3890 steps, these are set as search parameters. Further, the content sending unit 45 selects a content to be sent from the content stored in the content storage unit 42 based on the search parameter. For example, content having metadata of action = exercise, action type = running is searched, and a content whose searched meta data is close to the target criterion = 3890 steps is selected as a transmission candidate.

  Furthermore, the content sending unit 45 randomly selects one content from a plurality of contents selected as sending candidates and sets it as the sending content. The content transmission unit 45 transmits the transmission content to the terminal device 20. When one content is selected and transmitted based on the search parameter, the same content is repeatedly provided when a request for the content is made from the terminal device 20 a plurality of times in the same time zone. Further, in order to provide new content, an operation for changing search parameters is required. However, the content transmission unit 45 selects a plurality of contents as transmission candidates based on the search parameters, and selects and transmits the contents at random from the transmission candidates, whereby a plurality of content requests from the terminal device are transmitted in the same time zone. If done once, different content can be provided.

  Further, depending on the time, the action may not correspond to any action item of the action pattern analysis result. In this case, selection of transmission candidates uses a keyword input by the user as a search parameter. Specifically, the keyword registered in the item of “interest” on the user information input screen is stored in the life rhythm analysis unit 30, and the content is selected using a keyword randomly selected from the stored keywords as a search parameter. I do. For example, when the behavior does not correspond to any behavior item of the behavior pattern analysis result, the search parameter related to the behavior is “information”. When the randomly selected keyword is “high blood pressure”, a plurality of contents with the action “information” and the type “high blood pressure” are selected from the registered contents as transmission candidates.

  FIG. 18 is a flowchart showing the operation of the content sending unit 45 when a content request is made by designating a date and time.

  In step ST41, the content transmission unit 45 determines whether a content request has been made. The content sending unit 45 returns to step ST41 when the content request is not made, and proceeds to step ST42 when the content request is made.

  In step ST42, the content transmission unit 45 determines whether the designated date is a past time. The content sending unit 45 proceeds to step ST43 if the designated date and time is not a past time, and proceeds to step ST66 if the designated date and time is a past time.

  In step ST43, the content transmission unit 45 determines whether the selected channel is a daily life. The content sending unit 45 proceeds to step ST44 when the selected channel is a daily life, and proceeds to step ST47 when the selected channel is another channel.

  In step ST44, the content transmission unit 45 determines the time / day of the week. The content sending unit 45 determines the day of the week and the time based on the designated date and time, and proceeds to step ST45.

  In step ST45, the content transmission unit 45 calculates an action probability. The content sending unit 45 calculates the probability for each action based on the frequency value for the day of the week and the time when the action pattern analysis result is determined, and proceeds to step ST46.

  In step ST46, the content transmission unit 45 determines an action. The content sending unit 45 performs lottery according to the action probability, determines the action, and proceeds to step ST49.

  In step ST47, the content transmission unit 45 determines the time / day of the week. The content sending unit 45 determines the day of the week and the time based on the designated date and time, and proceeds to step ST48.

  In step ST48, the content transmission unit 45 determines an action. The content sending unit 45 adopts the action of the selected channel and proceeds to step ST49.

  In step ST49, the content transmission unit 45 determines whether the determined action is exercise. The content sending unit 45 proceeds to step ST50 when the determined action is exercise, and proceeds to step ST54 when the determined action is not exercise.

  In step ST50, the content transmission unit 45 determines an item. The content sending unit 45 calculates the probability for each item based on the frequency value at the designated date and time of the exercise preference pattern analysis result. Furthermore, the content sending unit 45 performs lottery according to the item probability, determines the type of exercise, and proceeds to step ST51.

  In step ST51, the content transmission unit 45 determines a target criterion. The content sending unit 45 determines the amount of exercise at the designated date and time of the quantity pattern analysis result as a target criterion, and proceeds to step ST52.

  In step ST52, the content transmission unit 45 determines environment information. The content sending unit 45 determines the environment information by selecting, from the information stored in the environment information storage unit 44, information corresponding to the position indicated by the position information from the terminal device 20 and the determined time. Proceed to ST53.

  In step ST53, the content transmission unit 45 determines transmission candidates. The content transmission unit 45 selects the content of the transmission candidate from the content stored in the content storage unit 42 based on the search parameter, using the behavior, item, and the like determined in steps ST46, 48, and 50 to 52 as search parameters. The process proceeds to step ST64.

  When the process proceeds from step ST49 to step ST54, the content transmission unit 45 determines whether the determined action is a meal. The content sending unit 45 proceeds to step ST55 when the determined action is a meal, and proceeds to step ST59 when the determined action is not a meal.

  In step ST55, the content transmission unit 45 determines an item. The content sending unit 45 calculates the probability for each genre based on the frequency value at the determined time of the preference pattern analysis result for the genre of cooking. Further, the content transmission unit 45 performs lottery according to the probability for each genre, determines the item, and proceeds to step ST56.

  In step ST56, the content transmission unit 45 determines a target criterion. The content sending unit 45 determines the target standard from the acquired calories at the designated date and time of the quantity pattern analysis result, and proceeds to step ST57.

  In step ST57, the content transmission unit 45 determines environment information. Similar to step ST52, the content transmission unit 45 selects information corresponding to the position indicated by the position information from the terminal device 20 and the determined time from the information stored in the environment information storage unit 44. The environmental information is determined and the process proceeds to step ST58.

  In step ST58, the content transmission unit 45 determines transmission candidates. The content transmission unit 45 selects the content of the transmission candidate from the content stored in the content storage unit 42 based on the search parameter by using the action or item determined in steps ST46, 48, 55 to 57 as a search parameter. The process proceeds to step ST64.

  When the process proceeds from step ST54 to step ST59, the content transmission unit 45 determines whether the determined action is sleep. The content sending unit 45 proceeds to step ST60 when the determined action is sleep, and proceeds to step ST62 when the determined action is not sleep.

  In step ST60, the content transmission unit 45 determines an item. The content sending unit 45 sets the event as sleep and proceeds to step ST61.

  In step ST61, the content transmission unit 45 determines transmission candidates. The content sending unit 45 selects, based on the search parameters, the content of the sending candidate from the content stored in the content storage unit 42, using the behaviors and events determined in steps ST46, 48, and 60 as search parameters. Proceed to ST64.

  When the process proceeds from step ST59 to step ST62, the content transmission unit 45 determines a keyword. The content sending unit 45 randomly selects a keyword from the keywords registered by the user, and proceeds to step ST63.

  In step ST63, the content transmission unit 45 determines transmission candidates. The content sending unit 45 selects content to be sent from the content stored in the content storage unit 42 based on the search parameter using the keyword determined in step ST62 as a search parameter, and proceeds to step ST64.

  In step ST64, the content transmission unit 45 determines the transmission content. The content transmission unit 45 randomly selects one content from the plurality of contents selected as transmission candidates, and proceeds to step ST65 as the transmission content.

  In step ST65, the content transmission unit 45 stores the transmission content. The content transmission unit 45 associates the determined transmission content with the date and time and stores it in the transmission content storage unit 46, and proceeds to step ST67.

  When the process proceeds from step ST42 to step ST66, the content sending unit 45 searches for the content. The content transmission unit 45 searches the content stored in the transmission content storage unit 46 for content corresponding to the specified date and time. Here, if there is no content corresponding to the specified date and time, content indicating no content is searched. The content transmission unit 45 reads the content corresponding to the specified date and time, and proceeds to step ST67 as the transmission content.

  In step ST67, the content transmission unit 45 transmits the content. The content transmission unit 45 transmits the transmission content to the terminal device 20 that has requested the content, and returns to step ST41.

  As described above, the content sending unit 45 determines search parameters for behavior, items, target criteria, environment information, and the like corresponding to the designated date and time from the analysis result of the user's life rhythm pattern analyzed by the life rhythm analysis unit 30. Further, the content transmission unit 45 selects a content transmission candidate using the search parameter, determines the transmission content from the transmission candidate, and transmits the content to the terminal device 20. Therefore, it is possible to provide content corresponding to the behavior estimation result at the user specified date and time.

<5. Other operations of terminal device>
In addition, when a date is specified on the date and time input screen, content requests can be obtained by acquiring content at each time of the day and displaying what content is provided when setting the time. Can be done automatically.

  FIG. 19 is a flowchart showing an operation when acquiring contents at each time of the day.

  In step ST71, the control unit 25 performs monthly calendar display. The control unit 25 controls the display unit 23 to perform monthly calendar display, and proceeds to step ST72.

  In step ST72, the control unit 25 determines whether a date has been designated. When the date is not designated, the control unit 25 returns to step ST72, and when the date is designated, the control unit 25 proceeds to step ST73.

  In step ST73, the control unit 25 requests content. The control unit 25 makes a request for content to the server device 40 by designating the date and time, and proceeds to step ST74.

  In step ST74, the control unit 25 creates a content list. The control unit 25 uses the content supplied from the server device 40 to create a list in which the content is associated with the time, and proceeds to step ST75.

  In step ST75, the control unit 25 automatically increases the time. The control unit 25 increases the time and proceeds to step ST76.

  In step ST76, the control unit 25 determines whether the time exceeds 24:00. When the time after the increase is until 24:00 on that day, the control unit 25 returns to step ST73 and requests the content corresponding to the time after the increase. Moreover, the control part 25 progresses to step ST77, when the time after increase exceeds 24:00.

  In step ST77, the control unit 25 displays a list. The control unit 25 displays a list in which contents at each time on the specified day are listed.

  By performing such processing, it is possible to create a list of contents for one day specified in the calendar. FIG. 20 illustrates a content list display. Therefore, when the date is determined, the contents corresponding to each time of the day are displayed as a list, so that the time can be set intuitively with reference to the displayed list.

  In addition, when only the date is specified in the content request from the terminal device 20, the content sending unit 45 of the server device 40 automatically updates the time using the clock inside the server device, so that the user on the specified date The content may be selected and transmitted at each time based on the life rhythm. In this way, it is possible to display a list of contents on the terminal device 20 by designating only the day without sequentially updating the time from the terminal device 20 and making a content request. Further, the control unit 25 of the terminal device 20 may have an automatic update function of this time.

  As described above, the information processing system 10 uses the models indicating the life rhythms analyzed from the functions of the client / server, the registered contents, and the logs of each user, and specifies the date and time. It is possible to provide content according to the behavior estimation result. Therefore, if the content user specifies the date and time and requests the content, the content user can be provided with the content according to his / her life rhythm, so that the information contained in the content can be easily used. For example, as shown in FIG. 21, information on food and restaurants before lunch, information on exercise before going home, information on items to relax before going to bed, music and environment where you can relax while you go to bed Sounds can be easily acquired and used. Furthermore, since content selection is performed by combining parameters such as genre and quantity, new content that the content user does not know can be provided. In addition, the content user can easily acquire personalized content according to the rhythm of life simply by selecting a channel indicating an attribute. Furthermore, the content provider can efficiently provide information only to users who are compatible with the content through the information processing system 10 simply by setting the metadata for the content and registering the content.

  Moreover, although the case where the life rhythm analysis part 30 was provided in the server apparatus 40 was demonstrated in the above-mentioned form, you may provide the life rhythm analysis part 30 in the terminal device 20. FIG. When the life rhythm analysis unit 30 is provided in the server device 40, the terminal device 20 analyzes the life rhythm pattern simply by providing the collected information to the server device 40, and therefore the processing of the terminal device 20 can be reduced. Further, when the life rhythm analysis unit 30 is provided in the terminal device 20, the terminal device 20 includes a search parameter for selecting content according to the life rhythm at the specified time in the content request instead of providing the collection information. . The display unit 23 displays the content selected and supplied by the server device 40 according to the life rhythm based on the search parameter included in the content request.

  The series of processes described in the specification can be executed by hardware, software, or a combined configuration of both. When processing by software is executed, a program in which a processing sequence is recorded is installed and executed in a memory in a computer incorporated in dedicated hardware. Alternatively, the program can be installed and executed on a general-purpose computer capable of executing various processes.

  For example, the program can be recorded in advance on a hard disk or ROM (Read Only Memory) as a recording medium. Alternatively, the program is temporarily or permanently stored on a removable recording medium such as a flexible disk, a CD-ROM (Compact Disc Read Only Memory), an MO (Magneto optical) disk, a DVD (Digital Versatile Disc), a magnetic disk, or a semiconductor memory card. Can be stored (recorded). Such a removable recording medium can be provided as so-called package software.

  In addition to installing the program from the removable recording medium to the computer, the program may be transferred from the download site to the computer wirelessly or by wire via a network such as a LAN (Local Area Network) or the Internet. The computer can receive the program transferred in this way and install it on a recording medium such as a built-in hard disk.

  Furthermore, the present technology should not be construed as being limited to the embodiments of the technology described above. The embodiments of this technology disclose the present technology in the form of examples, and it is obvious that those skilled in the art can make modifications and substitutions of the embodiments without departing from the gist of the present technology. In other words, in order to determine the gist of the present technology, the claims should be taken into consideration.

Note that the terminal device and the external device of the present technology may have the following configurations.
(1) a control unit that makes a request for content on a date and time designated by the user to an external device;
Content presentation that presents the content supplied from the external device, selected according to the type of exercise performed by the user determined by using the collected information including the detection result of the user's motion according to the content request A terminal device.
(2) The content presentation unit is configured for each time based on a life rhythm including the type of exercise of the user on the designated date analyzed based on the collected information by the external device in response to the request for the content. The terminal device according to (1), in which the content supplied from the external device is presented as a list.
(3) an information collecting unit that generates the collected information;
A life rhythm analysis unit that analyzes life rhythm based on the collected information,
The said control part is a terminal device as described in (1) or (2) which provides the said external apparatus with the analysis result of the said life rhythm.
(4) The terminal device according to (3), wherein the life rhythm analysis unit analyzes a preference pattern of the type of exercise of the user as the analysis of the life rhythm.
(5) In response to a user content request from the terminal device, content corresponding to the type of exercise performed by the user determined using the collected information including the detection result of the user's motion is stored in the content storage unit or An external device comprising a content sending unit for selecting content sent from the content storage unit according to the type of exercise performed by the user from a sending content storage unit stored in association with a date and time and sending the selected content to the terminal device apparatus.
(6) A life rhythm analysis unit for analyzing life rhythm based on the collected information is provided,
The external device according to (7), wherein the content sending unit selects content according to a life rhythm at a date and time designated by the content request.
(7) When the date and time specified in the content request is a past date and time, the content transmission unit selects the content of the past date and time from the transmission content storage unit and is specified in the content request The external device according to (6), wherein when the date / time is not a past date / time, content is selected from the content storage unit according to the life rhythm of the user at the specified date / time.
(8) When a date is specified in the content request, the content transmission unit selects content at each time based on the user's life rhythm on the specified date analyzed based on the collected information The external device according to (6) or (7).
(9) The life rhythm analysis unit classifies the type of exercise performed by the user based on the collected information, and analyzes the life rhythm based on the frequency of exercise at each time of (6) to (8) An external device according to any one of the above.

  In the terminal device, the external device, the information processing method, the program, and the information processing system of this technology, a request for content at the date and time designated by the user is made to the external device by the terminal device, The content supplied from the external device is selected in accordance with the type of exercise performed by the user determined using the collected information including the detection result of the user's movement. In addition, the content storage unit stores content corresponding to the type of exercise performed by the user determined using the collected information including the detection result of the user's motion in response to the user's content request from the terminal device. Alternatively, the content selected from the content storage unit according to the type of exercise performed by the user is selected from the transmission content storage unit stored in association with the date and time, and is transmitted to the terminal device. For this reason, information according to the movement of the user can be easily used. For example, healthcare content related to exercise or the like can be easily used in accordance with the user's life rhythm at a desired time. In addition, it is possible to increase the frequency of use of the service that provides the content and to continuously use the service.

  DESCRIPTION OF SYMBOLS 10 ... Information processing system, 20 ... Terminal device, 21 ... Information collection part, 22 ... User interface part, 23 ... Display part, 24, 47 ... Communication part, 25 ... Control unit, 30 ... life rhythm analysis unit, 31 ... collection information storage unit, 32 ... analysis processing unit, 33 ... analysis result storage unit, 40 ... server device, 41 ... Content registration unit, 42... Content storage unit, 43... Environment information acquisition unit, 44... Environment information storage unit, 45. Sending content storage unit, 50 ... network, 200 ... casing, 211 ... motion detection sensor, 212 ... position detection unit, 221, 222, 223 ... operation switch, 224 ... touch panel

Claims (14)

An information collection unit that generates collection information including detection results of user movements;
Based on the collected information, a life rhythm analysis unit that analyzes a behavior pattern and a preference pattern of the type of exercise of the user and a daily pattern as a life rhythm,
A control unit that makes a request for content to an external device, including a search parameter for selecting content according to the life rhythm of the date and time specified by the user;
The content request is selected at each time based on the life rhythm including the type of the user's exercise on the specified date analyzed based on the collected information including the detection result of the user's movement, and A terminal device comprising: a content presentation unit that presents content supplied from an external device as a list. The terminal device according to claim 1, wherein the life rhythm includes a quantity pattern related to the behavior indicated by the behavior pattern . The terminal device according to claim 1, wherein the collected information is information obtained from a motion detection sensor or a position detection sensor. The terminal device according to claim 1, wherein the content is content having a high user's physical characteristics or high interest level of the user. The terminal device according to claim 1 , wherein the collected information further includes behavior information input by a user. The terminal device according to claim 1, wherein the control unit requests the content after confirming the logged-in user. The terminal device according to claim 2 , wherein the life rhythm is analyzed for each hour based on a statistical value or an average value of the amount of exercise of the action. A step of generating collected information including a detection result of the user's movement in the information collecting unit;
Based on the collected information, a process of analyzing a behavior pattern and a preference pattern of the type of exercise of the user and a daily pattern as a life rhythm in a life rhythm analysis unit;
A step in which a control unit requests a content to an external device including a search parameter for selecting content according to the life rhythm of the date and time specified by the user;
The content request is selected at each time based on the life rhythm including the type of the user's exercise on the specified date analyzed based on the collected information including the detection result of the user's movement, and An information processing method including a step of presenting content supplied from an external device as a list in a content presentation unit. A program for causing a computer to execute content acquisition from an external device,
A procedure for generating collection information including detection results of user movements;
Based on the collected information, a procedure for analyzing a behavior pattern and a preference pattern of the type of exercise of the user and a daily pattern as a life rhythm,
A procedure for requesting content to an external device including a search parameter for selecting content corresponding to the life rhythm of the date and time specified by the user;
The content request is selected at each time based on the life rhythm including the type of the user's exercise on the specified date analyzed based on the collected information including the detection result of the user's movement, and A program for causing a computer to execute a procedure for causing a content presentation unit to present content supplied from an external device as a list. Life rhythm including the type of exercise of the user on the date specified in the content request analyzed based on the collected information including the detection result of the user's movement in response to the user's content request from the terminal device A content sending unit that selects content at a time based on the content from the sending content storage unit that stores the content selected according to the type of exercise of the user in association with the date and time, and sends the content to the terminal device External device provided. When the date and time specified in the request for content is a past date and time, the content sending unit selects the content at the past date and time from the sending content storage unit, and the date and time specified in the request for content is past The external device according to claim 10 , wherein if it is not the date and time, the content is selected from the transmission content storage unit based on the life rhythm of the user at the specified date and time. The external device according to claim 10 , further comprising a life rhythm analysis unit that classifies the type of exercise of the user based on the collected information and analyzes a life rhythm based on the frequency of exercise at each time. Life rhythm including the type of exercise of the user on the date specified in the content request analyzed based on the collected information including the detection result of the user's movement in response to the user's content request from the terminal device The content selected for each time based on the type of exercise of the user is selected from the transmission content storage unit that stores the content selected in association with the date and time, and is transmitted to the terminal device by the content transmission unit An information processing method including a process. A program for causing a computer to execute content transmission in response to a content request from a terminal device,
Life including the type of exercise of the user on the date specified in the content request analyzed based on the collected information including the detection result of the user's movement in response to the user's content request from the terminal device A procedure for selecting content for each time based on a rhythm from a transmission content storage unit storing content selected in accordance with the type of exercise of the user in association with date and time and transmitting the content to the terminal device. A program that runs on a computer.

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