Information processing device, information processing method, and program.

Abstract

To provide information enabling a user who performs learning to determine whether to refer to information on achievement of a goal.SOLUTION: An information processing device 1 comprises: a storage unit 12 which stores history information associating an action history indicative of a goal achieved by a model user, who is a user who has achieved a prescribed goal and one or more actions taken by the model user to achieve the goal with a following rate indicative of a degree at which one or more followers, who are users who differ from the model user and have referenced the action history, have taken one or more actions in the action history; an acquisition unit 131 which acquires a goal of a display object from an information terminal 2 of a browsing user different from the model user and the followers; and a display control unit 132 which displays the action history and the following rate associated with the goal acquired by the acquisition unit 131 on the information terminal 2.SELECTED DRAWING: Figure 2

Description

Technical Field

[0001] The present invention relates to an information processing apparatus, an information processing method, and a program.

Background Art

[0002] There is known an apparatus that selects learning content based on a machine learning model learned using the learning history of a user who has achieved a goal as teacher data (see, for example, Patent Document 1).

Prior Art Documents

Patent Documents

[0003]

Patent Document 1

Summary of the Invention

Problems to be Solved by the Invention

[0004] However, in the prior art, it is impossible to know what actions the user who has achieved the goal has taken based on the presented information, and it may be difficult to determine whether the information is useful for the learning user as a reference.

[0005] Therefore, the present invention has been made in view of these points, and an object thereof is to provide information that can determine whether information regarding the achievement of a goal is useful as a reference for a learning user.

Means for Solving the Problems

[0006] An information processing apparatus in a first aspect of the present invention includes: a storage unit that stores history information relating a goal achieved by a model user who is a user who has achieved a predetermined goal; an action history showing one or more actions performed by the model user to achieve the goal; and a follow rate indicating the extent to which one or more followers, who are users different from the model user and who have referred to the action history, have performed one or more actions in the action history; an acquisition unit that acquires the goal to be displayed from the information terminal of a browsing user, who is a user different from the model user and the followers; and a display control unit that causes the information terminal to display the action history and the follow rate associated with the goal acquired by the acquisition unit.

[0007] The storage unit stores the history information, further associating whether each of the one or more followers has achieved the goal, and the display control unit calculates an achievement rate, which indicates the percentage of users who have achieved the goal among the one or more followers, based on the achievement status of the one or more followers associated with the goal acquired by the acquisition unit, and may further display the calculated achievement rate on the information terminal.

[0008] The storage unit stores the history information, which includes (1) associating the target with the behavior history of one or more model users, and (2) associating the behavior history of one or more model users with the follow rate of one or more followers who have referenced the behavior history of one or more model users. The display control unit may display on the information terminal the behavior history associated with the target acquired by the acquisition unit, in which the follow rate of one or more followers who have referenced the behavior history is predetermined or higher.

[0009] The storage unit stores the history information, which includes (1) associating the goal with the behavior history of one or more model users and the attributes of one or more model users, and (2) associating the behavior history of one or more model users with the follow rate of one or more followers who have referenced the behavior history of one or more model users. The acquisition unit further acquires the attributes of the browsing user, and the display control unit may display on the information terminal the behavior history selected by the acquisition unit from the behavior history of one or more model users associated with the goal, based on the attributes of the browsing user.

[0010] The system may further include: a collection unit that collects behavioral information indicating the actions of the browsing user; and a history generation unit that, when the browsing user achieves the goal, generates a history of the browsing user's actions based on the behavioral information collected by the collection unit, and stores the generated behavioral history as the behavioral history of the model user in the history information, associating it with the goal achieved by the browsing user.

[0011] The display control unit may, based on the behavioral information collected by the collection unit, detect a change in the browsing user's behavior and send a notification to the browsing user's information terminal to confirm whether or not the goal has been achieved. The history generation unit may generate the browsing user's behavioral history when it receives a response from the browsing user's information terminal indicating that the user has achieved the goal.

[0012] The display control unit may display the action history associated with the target acquired by the acquisition unit in chronological order.

[0013] The system further includes a collection unit that collects behavioral information indicating the actions of the browsing user, and a follow-up rate calculation unit that calculates a browsing user follow-up rate indicating the extent to which the browsing user has performed one or more actions in the behavioral history indicated by the history information, based on the browsing user behavioral information collected by the collection unit and the history information stored in the storage unit, wherein the display control unit may display the browsing user follow-up rate calculated by the follow-up rate calculation unit on the information terminal.

[0014] In a second aspect of the present invention, an information processing method is provided for a computer to display an action history showing one or more actions taken by a model user, who is a user who has achieved a predetermined goal, in order to achieve that goal, comprising: an acquisition step of acquiring the goal to be displayed from the information terminals of the model user and a browsing user, who is a user different from the model user; a step of referring to a storage unit that stores history information relating the goal achieved by the model user, an action history showing one or more actions taken by the model user in order to achieve the goal, and a follow rate indicating the extent to which one or more followers, who are users different from the model user and the browsing user and who have referred to the action history, have performed one or more actions in the action history, and causing the information terminal to display the action history and the follow rate associated with the goal acquired in the acquisition step.

[0015] A program to be executed by a computer for displaying an action history showing one or more actions taken by a model user, who is a user who has achieved a predetermined goal, in order to achieve that goal, comprising the steps of: an acquisition step of acquiring the goal to be displayed from the information terminal of the model user and a viewing user, who is a user different from the model user; a step of referring to a storage unit that stores history information relating the goal achieved by the model user, an action history showing one or more actions taken by the model user in order to achieve the goal, and a follow rate indicating the extent to which one or more followers, who are users different from the model user and the viewing user and who have referred to the action history, have performed one or more actions in the action history, and causing the computer to execute the action history and the follow rate associated with the goal acquired in the acquisition step on the information terminal. [Effects of the Invention]

[0016] According to the present invention, the effect is to provide information that allows learning users to determine whether or not they should refer to information regarding the achievement of their goals. [Brief explanation of the drawing]

[0017] [Figure 1] This is a diagram illustrating the overview of the information processing system S according to the embodiment. [Figure 2] This is a block diagram showing the configuration of the information processing device 1. [Figure 3] This figure shows an example of the data structure of the history information stored in the memory unit 12. [Figure 4] This figure shows an example of a screen displayed by the display control unit 132. [Figure 5] This figure shows an example of how the user follow-up rate is calculated by the follow-up rate calculation unit 135. [Figure 6] This is a flowchart showing the processing flow in the information processing device 1. [Modes for carrying out the invention]

[0018] [Overview of Information Processing System S] FIG. 1 is a diagram for explaining the overview of an information processing system S according to an embodiment. The information processing system S is a system for providing information about learning. The information processing system S includes an information processing apparatus 1 and information terminals 2 used by a plurality of users U.

[0019] The information processing apparatus 1 is an apparatus for collecting action contents related to learning, storing an action history, and displaying the action contents of a user who has achieved a goal in response to a request from another user. The information processing apparatus 1 is, for example, a server. The action history is the action contents taken by the user to achieve a goal. The goal indicates a predetermined reaching point in learning. The goal is, for example, the acquisition of a predetermined qualification.

[0020] The information terminal 2 is a terminal used by a user U who uses the service provided by the information processing apparatus 1. The information terminal 2 is a smartphone, a tablet, or a personal computer. The users U are referred to as model user UA, follower UB, and viewer UC according to their respective positions.

[0021] The model user UA is a user U who has achieved a predetermined goal. The information processing apparatus 1 stores the actions taken by the model user UA to achieve the goal as an action history ((1) in FIG. 1). The information terminal 2 used by the model user UA is referred to as information terminal 2A.

[0022] A follower UB is a user U different from the model user UA, and acts towards achieving the goal by referring to the behavioral history of the model user UA. The information processing device 1 acquires information indicating the follower UB's actions from the information terminal 2B (Figure 1, (2)). The information processing device 1 calculates the tracking rate of the follower UB's actions with respect to the behavioral history of the model user UA and stores it in association with the behavioral history of the model user UA (Figure 1, (3)). The tracking rate quantitatively indicates the degree to which the behavioral history of the model user UA stored by the information processing device 1 matches the behavioral content of the follower UB collected by the information processing device 1. If the follower UB achieves the goal, the information processing device 1 may store the collected behavioral content of the follower UB as the behavioral history of the model user.

[0023] A browsing user (UC) is a different user (U) from the model user (UA) and follower (UB), and is a user who views the behavioral history of the model user (UA) and the follow-up rate of that behavioral history by the follower (UB). The information terminal 2 used by the browsing user (UC) is called information terminal 2C. Note that a browsing user (UC) may be a follower from the perspective of other browsing users.

[0024] The information processing device 1 displays the behavioral history of the model user UA and the follow rate of the follower UB associated with the user UA's behavioral history on the information terminal 2C in response to a request from the information terminal 2C used by the browsing user UC (Figure 1, (4)).

[0025] With the information processing system S configured in this way, it displays information indicating not only the actions taken by the model user UA to achieve the goal, but also whether other follower UBs are able to follow along with that content. As a result, it can provide learning users with information that allows them to determine whether the information regarding goal achievement is useful as a reference.

[0026] [Configuration of Information Processing Device 1] Figure 2 is a block diagram showing the configuration of the information processing device 1. The information processing device 1 includes a communication unit 11, a storage unit 12, and a control unit 13. The control unit 13 includes an acquisition unit 131, a display control unit 132, a collection unit 133, a history generation unit 134, and a tracking rate calculation unit 135.

[0027] The communication unit 11 is a communication interface for sending and receiving data with other devices via a network. The storage unit 12 is a storage medium including ROM (Read Only Memory), RAM (Random Access Memory), SSD (Solid State Drive), hard disk drive, etc. The storage unit 12 pre-stores programs to be executed by the control unit 13.

[0028] The memory unit 12 stores historical information that associates the goals achieved by a model user UA (a user who has achieved a predetermined goal), an action history showing one or more actions taken by the model user UA to achieve the goal, and a follow rate indicating the extent to which one or more follower UBs (users different from the model user UA who have referred to the action history) have performed one or more actions in the action history.

[0029] Figure 3 shows an example of the data structure of the history information stored in the memory unit 12. In the history information shown in Figure 3, "goal," "behavior history ID," "model user," "attributes," "behavior history," and "follow-up rate" are associated with each other.

[0030] "Goal" is information indicating a predetermined achievement in learning, and an example would be a qualification obtained. "Behavioral History ID" is an ID (Identification) used to identify a set of actions managed as behavioral history. "Model User" indicates the user who performed the actions shown in the behavioral history. "Attributes" indicate the characteristics of the behavioral history and the model user UA. "Attributes" may be expressed as learning styles such as "short-term intensive," "long-term preparation," "attending school," or "e-learning," or as age, gender, occupation, etc. Multiple elements may be included in "Attributes."

[0031] The "Action History" shows the details of a series of actions taken by the model user (UA) to achieve a goal. The "Action History" includes multiple "Actions." Each of these "Actions" is associated with "Content," "Frequency," and "Timing." "Content" is, for example, the content that the model user (UA) learned, such as educational materials. "Frequency" is, for example, how often the content was learned. "Timing" is, for example, the time when the action indicated by the "Content" was performed, relative to the time when the goal was achieved. It is the time when the content was learned. "Follow-up Rate" shows the follow-up rate of multiple follower UBs who viewed the action history.

[0032] The "Follow-up Rate" includes "User ID," "Follow-up Rate," and "Achievement Status." "User ID" indicates the user ID of the follower UB who viewed the activity history. "Follow-up Rate" indicates the follow-up rate of that follower UB. "Achievement Status" will be explained later.

[0033] The control unit 13 is a processor, such as a CPU (Central Processing Unit). By executing a program stored in the storage unit 12, the control unit 13 functions as an acquisition unit 131, a display control unit 132, a data collection unit 133, a history generation unit 134, and a tracking rate calculation unit 135.

[0034] The acquisition unit 131 acquires the target to be displayed from the information terminal 2C of the browsing user UC. As an example, the display control unit 132 displays the screen shown in Figure 4 on the information terminal 2C. Figure 4 is a diagram showing an example of a screen displayed by the display control unit 132. In the screen shown in Figure 4, an interface O01 for selecting the target to be viewed, an interface O02 for selecting the behavior history to be displayed, and a display field O03 for displaying the behavior history are displayed.

[0035] First, the display control unit 132 displays an interface O01 on the information terminal 2C for selecting a target to be viewed. Interface O01 displays "targets" included in the history information stored in the storage unit 12, which can be selected. When the viewing user UC operates the information terminal 2C, selects a target to be displayed, and presses the "Display" button located on interface O01, the acquisition unit 131 acquires information indicating the target to be displayed from the information terminal 2C.

[0036] The display control unit 132 displays the behavior history and follow rate associated with the target acquired by the acquisition unit 131 on the information terminal 2C. The display control unit 132 refers to the storage unit 12 and displays the behavior history and follow rate associated with the target acquired by the acquisition unit 131 in the history information stored in the storage unit 12 on the information terminal 2C. In the screen shown in Figure 4, the model user UA associated with multiple behavior histories corresponding to the target selected by the browsing user UC in the history information, and the average value of the follow rate of the follower UB associated with each of the multiple behavior histories are displayed as selectable options. When the browsing user UC selects the behavior history to view on the interface O02 and presses the "Display" button, the acquisition unit 131 acquires the behavior history ID indicating the behavior history to be displayed, and the display control unit 132 displays the "behavior history" corresponding to the behavior history selected by the browsing user UC in the history information stored in the storage unit 12 in the display field O03.

[0037] The display control unit 132 displays the action history associated with the target acquired by the acquisition unit 131 in chronological order. More specifically, it displays the action indicated by each of the multiple "contents" included in the selected action history, along with the "frequency" associated with that "content," at the position corresponding to the "timing" associated with each of the multiple "contents."

[0038] With the information processing device 1 configured in this way, it is possible to display the actions taken by the model user UA to achieve the goal, and the rate at which other follower UBs followed those actions, providing information that allows the learning user to determine whether or not to use the information regarding goal achievement as a reference.

[0039] When displaying the behavioral history, the information processing device 1 is configured to further display the achievement rate of each follower UB who referenced that behavioral history, making it easier for the user to determine whether the behavioral history is trustworthy.

[0040] The memory unit 12 stores history information that further associates whether or not each of the one or more follower UBs has achieved its goal. In the history information shown in Figure 3, the "achievement status" is associated with each follower UB. For example, "○" indicates that the follower UB has achieved its goal, and "×" indicates that the follower UB has not achieved its goal.

[0041] The display control unit 132 calculates an achievement rate, which indicates the percentage of users who achieved the goal among the one or more follower UBs associated with the goal acquired by the acquisition unit 131, and further displays the calculated achievement rate on the information terminal 2C. The achievement rate is the percentage of users who achieved the goal among the users who viewed the activity history. When the acquisition unit 131 acquires information indicating the goal to be displayed, the display control unit 132 calculates the ratio (achievement rate) for each activity history, based on whether the follower UBs associated with the history information stored in the storage unit 12 have achieved the goal, to the total number of users who viewed the activity history. The display control unit 132 further displays the calculated achievement rate on the interface O02.

[0042] With the information processing device 1 configured in this way, users can more easily determine whether the behavioral history is trustworthy.

[0043] A low follow-up rate in an action history suggests that it is difficult to perform the actions indicated in the action history, while a high follow-up rate suggests that it is easy to perform the actions indicated in the action history. Therefore, the information processing device 1 may be configured to select the action history to display on the information terminal 2C based on the level of the follow-up rate for that action history.

[0044] The display control unit 132 displays on the information terminal 2C the behavioral history associated with the target acquired by the acquisition unit 131, in which the follow-up rate of one or more follower UBs that referenced the behavioral history is above a predetermined level. On the screen shown in Figure 4, the display control unit 132 calculates the average value of the follow-up rates of the follower UBs associated with each of the multiple behavioral history items corresponding to the target selected by the viewing user UC, which is stored in the history information of the storage unit 12. The display control unit 132 makes the behavioral history in which the calculated average value of the follower UBs' follow-up rates is above a predetermined threshold selectable and displayed.

[0045] Furthermore, the display control unit 132 may display behavioral history where the calculated average value of the follower UB's tracking rate is above a predetermined threshold in a higher display position on the interface O2, and behavioral history where the average value is below a predetermined threshold in a lower display position on the interface O2.

[0046] With the information processing device 1 configured in this way, it is possible to display highly receptive and easy-to-refer behavioral history in a position that is easy for the user to select, thereby providing information that is easy for the user to refer to.

[0047] It is believed that the appropriate actions for each user differ depending on the browsing user's (UC) tendencies. Therefore, if the information processing device 1 is configured to display the browsing user's (UC) behavioral history according to their attributes, it will be possible to provide users with information that is more easily referenced.

[0048] The acquisition unit 131 further acquires the attributes of the browsing user UC. For example, the acquisition unit 131 acquires the user's attributes along with the display request from the information terminal 2C. The attributes are information corresponding to the "attributes" in the history information stored in the storage unit 12. The storage unit 12 stores user information that associates the user ID for identifying the user with the user's attributes. The acquisition unit 131 may acquire the user ID of the browsing user UC along with the display request from the information terminal 2C and acquire the attributes in the user information stored in the storage unit 12 that correspond to the acquired user ID. The display control unit 132 may place buttons for selecting attributes on the interface O01. In this case, the acquisition unit 131 acquires the attributes selected by the user.

[0049] The display control unit 132 displays on the information terminal 2 the behavior history selected from the behavior history of one or more model users UA associated with the target acquired by the acquisition unit 131, based on the attributes of the browsing user UC. The display control unit 132 displays on the interface O02, in a selectable format, the behavior history corresponding to the attributes of the acquired user from the history information corresponding to the target acquired by the acquisition unit 131.

[0050] With the information processing device 1 configured in this way, it can provide information tailored to the user's attributes, making it easier for users to refer to the information.

[0051] [Generating historical information] The information processing device 1 collects user activity data from the information terminal 2 and generates history information at predetermined timings. Specifically, the collection unit 133 first collects activity data indicating the activity of the browsing user UC. For example, when the browsing user UC accesses predetermined content, the information terminal 2C transmits the browsing user UC's activity data to the information processing device 1, and the collection unit 133 retrieves it. The predetermined content is, for example, a webpage containing keywords related to learning or a webpage associated with a pre-configured URL. The activity data includes the content learned and the date and time of learning. The content learned is, for example, the title of the content, its type, or activity data such as "English conversation class." The information terminal 2C may also transmit the browsing user UC's activity data to the information processing device 1 if its location information indicates that it has stayed at a predetermined location. The predetermined location is the location of a facility related to learning, for example, an English conversation class or a cram school. The collection unit 133 stores the collected activity data in the storage unit 12, associating it with the browsing user UC's user ID.

[0052] The collection unit 133, as an example, collects the browsing user UC's behavioral information from the moment the browsing user UC views their behavioral history and agrees to the collection of their behavioral information.

[0053] The history generation unit 134 generates an action history of the browsing user UC based on the action information collected by the collection unit 133 when the browsing user UC achieves a goal, and stores the generated action history as the action history of the model user UA in the history information, associating it with the goal achieved by the browsing user UC. For example, the history generation unit 134 generates history information based on the action information collected by the collection unit 133, provided that the user has entered that they have achieved a goal. The history generation unit 134 calculates the time and frequency at which the user performed the actions acquired by the collection unit 133, generates an action history associating the content, frequency, and timing of the actions performed by the user, and stores it in the history information stored by the storage unit 12.

[0054] With the information processing device 1 configured in this way, it is possible to generate historical information and accumulate the behavioral history of users who have achieved their goals without requiring any effort from the user who has achieved their goal.

[0055] It is possible that a browsing user UC might forget to input that they have achieved their goal. Therefore, the information processing device 1 may be configured to detect a change in user behavior and send a message to the browsing user UC confirming whether or not they have achieved their goal.

[0056] The display control unit 132, based on the behavioral information collected by the collection unit 133, detects a change in the behavior of the browsing user UC and sends a notification to the browsing user UC's information terminal 2C to confirm whether the goal has been achieved. For example, the collection unit 133 generates information indicating the user's behavioral pattern based on the collected user behavioral information. This information indicating the behavioral pattern may include, for example, information indicating that "the user attends an English conversation class once a week." The collection unit 133 may compare the collected behavioral information with the generated information indicating the user's behavioral pattern and, if it detects that the collected user behavioral information does not match the information indicating the behavioral pattern, send a notification to the browsing user UC's information terminal 2C to confirm whether the goal has been achieved.

[0057] The collection unit 133 may also detect changes in user behavior using a trained model that learns from collected user behavior information and outputs a similarity score for the behavior. In this case, the acquired behavior information is input to the trained model, and if the output similarity score is below a preset threshold, a change in the browsing user UC's behavior is detected, and a notification is sent to the browsing user UC's information terminal 2C to confirm whether or not the goal has been achieved.

[0058] When the history generation unit 134 receives a response from the browsing user UC's information terminal 2C indicating that the user has achieved their goal, it generates the browsing user UC's activity history.

[0059] With the information processing device 1 configured in this way, it is possible to prevent users UC who have achieved their goals from inputting that they have achieved their goals, and to generate historical information of users who have achieved their goals.

[0060] [Measurement of tracking rate] The information processing device 1 is configured to display information on the information terminal 2C of the browsing user UC that allows the user to check whether their efforts toward their goals are progressing smoothly or not.

[0061] The follow-up rate calculation unit 135 calculates the viewer follow-up rate, which indicates the extent to which the viewer UC performed one or more actions in the behavioral history indicated by the history information, based on the behavioral information of the viewing user UC collected by the collection unit 133 and the history information stored by the storage unit 12. The viewer follow-up rate is information that quantitatively indicates the degree to which the behavioral history of the model user UA matches the behavior of the viewer UC itself. An example of how to calculate the viewer follow-up rate is shown in Figure 5. Let's take the example where the behavioral history of the model user UA is to learn "Content A" an average of 4 times per month, learn "Content B" an average of 5 hours per week, and learn "Content C" an average of 6 hours per week, and the behavioral information of the viewer UC acquired by the collection unit 133 indicates that the viewer UC learned "Content A" an average of 2 times per month, learned "Content B" an average of 6 hours per week, and learned "Content C" an average of 4 hours per week. The follow-up rate calculation unit 135 calculates the ratio of the browsing user UC's actions to the model user UA's action history for the frequency of each action. The upper limit of the follow-up rate is 100%. In the example shown in Figure 5, the follow-up rate calculation unit 135 calculates the follow-up rates for each action as "50%", "100%", and "66%". Then, the follow-up rate calculation unit 135 calculates the follow-up rate for the entire action history as 72% of the average of these values.

[0062] The follow rate calculation unit 135 may calculate the cumulative follow rate from the time when it began collecting behavioral information of the browsing user UC. Alternatively, the follow rate calculation unit 135 may store the follow rate calculated in this way in the history information as the follower follow rate, associated with the behavioral history of the model user UA.

[0063] The display control unit 132 displays the user follow-up rate calculated by the follow-up rate calculation unit 135 on the information terminal 2. For example, the display control unit 132 displays a screen including the user follow-up rate calculated by the follow-up rate calculation unit 135 on the information terminal 2C.

[0064] [Processing flow in information processing device 1] Figure 6 is a flowchart showing the processing flow in the information processing device 1. The flowchart shown in Figure 6 starts from the moment a display request is received from the information terminal 2C. The acquisition unit 131 acquires the target to be displayed (S01). The display control unit 132 acquires the corresponding action history in the history information stored in the storage unit 12 for the acquired target (S02).

[0065] The display control unit 132 obtains the follow rate of the follower UB by referring to the acquired behavior history (S03). The display control unit 132 calculates the achievement rate based on whether the follower UB associated with the acquired behavior history has achieved the goal (S04). The display control unit 132 displays a screen showing the behavior history, follow rate, and achievement rate on the information terminal 2C (S05). The information processing device 1 terminates processing.

[0066] [Effects of Information Processing Device 1] As described above, with the information processing device 1 configured, it is possible to display the behavioral history of users who have achieved their goals and information indicating whether other users are able to keep up, providing learning users with information that allows them to decide whether or not to use the information regarding goal achievement as a reference.

[0067] Furthermore, this invention will make it possible to contribute to Goal 9 of the United Nations-led Sustainable Development Goals (SDGs), "Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation."

[0068] Although the present invention has been described above using embodiments, the technical scope of the present invention is not limited to the scope described in the above embodiments, and various modifications and changes are possible within the scope of its gist. For example, all or part of the apparatus can be configured by functionally or physically distributing and integrating in any unit. Furthermore, new embodiments resulting from any combination of multiple embodiments are also included in the embodiments of the present invention. The effects of the new embodiments resulting from the combinations are combined with the effects of the original embodiments. [Explanation of Symbols]

[0069] 1. Information Processing Device 2 Information terminals 11 Communications Department 12 Storage section 13 Control Unit 131 Acquisition Department 132 Display Control Unit 133 Collection Department 134 History Generation Unit 135 Tracking rate calculation unit

Claims

1. A storage unit stores historical information that associates the following: the goal achieved by a model user who has achieved a predetermined goal; an action history showing one or more actions taken by the model user to achieve the goal; a follow rate indicating the extent to which one or more followers, who are different users from the model user and have referred to the action history, have performed one or more actions in the action history; and an achievement status indicating whether or not each of the one or more followers has achieved the goal. An acquisition unit that acquires the target to be displayed from the information terminal of a browsing user, which is a different user from the model user and the follower, A display control unit that displays the behavioral history and the compliance rate associated with the target acquired by the acquisition unit on the information terminal, and calculates an achievement rate indicating the percentage of users who have achieved the target among the one or more followers based on whether the one or more followers associated with the target acquired by the acquisition unit have achieved the target, and further displays the calculated achievement rate on the information terminal, An information processing device having

2. A storage unit stores historical information that associates the goals achieved by a model user who has achieved a predetermined goal, an action history showing one or more actions taken by the model user to achieve the goal, and a follow rate indicating the extent to which one or more followers, who are different users from the model user and have referred to the action history, have performed one or more actions in the action history. An acquisition unit that acquires the target to be displayed from the information terminal of a browsing user, which is a different user from the model user and the follower, A display control unit that displays the action history and the tracking rate associated with the target acquired by the acquisition unit on the information terminal, It has, The aforementioned storage unit is (1) The objective is associated with the behavioral history of one or more model users, (2) The behavioral history of each of the one or more model users and the follow rate of each of the one or more followers who have referenced the behavioral history of each of the one or more model users are further correlated, The aforementioned history information is stored, The display control unit further displays on the information terminal the behavior history associated with the target acquired by the acquisition unit, specifically the behavior history of one or more followers whose follow-up rate is above a predetermined level, based on the behavior history referenced by each follower. Information processing device.

3. A storage unit stores historical information that associates the goals achieved by a model user who has achieved a predetermined goal, an action history showing one or more actions taken by the model user to achieve the goal, and a follow rate indicating the extent to which one or more followers, who are different users from the model user and have referred to the action history, have performed one or more actions in the action history. An acquisition unit that acquires the target to be displayed from the information terminal of a browsing user, which is a different user from the model user and the follower, A display control unit that displays the action history and the tracking rate associated with the target acquired by the acquisition unit on the information terminal, A collection unit that collects behavioral information indicating the actions of the aforementioned browsing user, A history generation unit generates the browsing user's behavior history based on the behavior information collected by the collection unit when the browsing user achieves the goal, and stores the generated behavior history as the model user's behavior history in the history information, associating it with the goal achieved by the browsing user. It has, If the display control unit detects a change in the browsing user's behavior based on the behavior information collected by the collection unit, it sends a notification to the browsing user's information terminal confirming whether or not the goal has been achieved. The history generation unit generates the browsing user's activity history when it receives a response from the browsing user's information terminal indicating that the user has achieved the goal. Information processing device.

4. The aforementioned storage unit is (1) The objective is associated with the behavioral history of one or more model users and the attributes of one or more model users, (2) The behavioral history of each of the one or more model users and the follow rate of each of the one or more followers who have referenced the behavioral history of each of the one or more model users are associated with each other. The aforementioned history information is stored, The acquisition unit further acquires the attributes of the browsing user, The display control unit displays on the information terminal the behavior history selected from the behavior history of each of the one or more model users associated with the target acquired by the acquisition unit, based on the attributes of the browsing user. The information processing apparatus according to any one of claims 1 to 3.

5. The display control unit displays the action history associated with the target acquired by the acquisition unit in chronological order. The information processing apparatus according to any one of claims 1 to 3.

6. A collection unit that collects behavioral information indicating the actions of the aforementioned browsing user, A tracking rate calculation unit calculates a user tracking rate that indicates the extent to which the user has performed one or more actions in the behavioral history indicated by the history information, based on the user behavior information collected by the collection unit and the history information stored by the storage unit. It further possesses, The display control unit causes the user tracking rate calculated by the tracking rate calculation unit to be displayed on the information terminal. The information processing apparatus according to any one of claims 1 to 3.

7. An information processing method for a computer to display an action history showing one or more actions taken by a model user, who is a user who has achieved a predetermined goal, in order to achieve that goal, The steps include obtaining the target to be displayed from the information terminals of the model user and the viewing user, which is a different user from the model user, The steps include: referring to a storage unit that stores history information relating the goal achieved by the model user, an action history showing one or more actions taken by the model user to achieve the goal, a follow rate indicating the extent to which one or more followers, who are different users from the model user and the browsing user and who have referred to the action history, have performed one or more actions in the action history, and an achievement status indicating whether or not each of the one or more followers has achieved the goal; and displaying the action history and the follow rate associated with the goal acquired in the acquisition step on the information terminal; A step of calculating an achievement rate that indicates the percentage of users who have achieved the goal among the one or more followers, based on whether the one or more followers associated with the goal obtained in the acquisition step have achieved the goal, The steps include further displaying the calculated achievement rate on the information terminal, An information processing method having

8. A program to be executed by a computer to display an action history showing one or more actions taken by a model user, who is a user who has achieved a predetermined goal, in order to achieve that goal, The steps include obtaining the target to be displayed from the information terminals of the model user and the viewing user, which is a different user from the model user, The steps include: referring to a storage unit that stores history information relating the goal achieved by the model user, an action history showing one or more actions taken by the model user to achieve the goal, a follow rate indicating the extent to which one or more followers, who are different users from the model user and the browsing user and who have referred to the action history, have performed one or more actions in the action history, and an achievement status indicating whether or not each of the one or more followers has achieved the goal; and displaying the action history and the follow rate associated with the goal acquired in the acquisition step on the information terminal; A step of calculating an achievement rate, which indicates the percentage of users who have achieved the goal, based on whether the one or more followers associated with the goal obtained in the acquisition step have achieved the goal, The steps include further displaying the calculated achievement rate on the information terminal, A program that executes the command.

9. A program to be executed by a computer to display an action history showing one or more actions taken by a model user, who is a user who has achieved a predetermined goal, in order to achieve that goal, The steps include obtaining the target to be displayed from the information terminals of the model user and the viewing user, which is a different user from the model user, The steps include: referring to a storage unit that stores history information relating the goal achieved by the model user, an action history showing one or more actions taken by the model user to achieve the goal, and a follow rate indicating the extent to which one or more followers, who are different users from the model user and the browsing user and who have referred to the action history, have performed one or more actions in the action history; and displaying the action history and the follow rate associated with the goal acquired in the acquisition step on the information terminal; Make it run, The aforementioned storage unit is (1) The objective is associated with the behavioral history of one or more model users, (2) The behavioral history of each of the one or more model users and the follow rate of each of the one or more followers who have referenced the behavioral history of each of the one or more model users are further correlated, The aforementioned history information is stored, The step of further displaying on the information terminal the behavioral history associated with the target acquired in the acquisition step, the behavioral history of one or more followers who have referred to the behavioral history and whose follow-up rate is above a predetermined level, A program that further executes the command.

10. A program to be executed by a computer to display an action history showing one or more actions taken by a model user, who is a user who has achieved a predetermined goal, in order to achieve that goal, The steps include obtaining the target to be displayed from the information terminals of the model user and the viewing user, which is a different user from the model user, The steps include: referring to a storage unit that stores history information relating the goal achieved by the model user, an action history showing one or more actions taken by the model user to achieve the goal, and a follow rate indicating the extent to which one or more followers, who are different users from the model user and the browsing user and who have referred to the action history, have performed one or more actions in the action history; and displaying the action history and the follow rate associated with the goal acquired in the acquisition step on the information terminal; The steps include: collecting behavioral information that shows the actions of the aforementioned browsing user; The steps include: generating a browsing user's behavior history based on the collected behavioral information when the browsing user achieves the goal; The steps include: storing the generated behavioral history as the behavioral history of the model user, associated with the goal achieved by the viewing user in the history information; Based on the collected behavioral information, if a change in the browsing user's behavior is detected, the system sends a notification to the browsing user's information terminal to confirm whether or not the goal has been achieved. When the user receives a response from the browsing user's information terminal indicating that the user has achieved the goal, the user generates the browsing user's activity history. A program that executes the command.

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