JP6905133B1 - Information processing equipment, information processing methods and programs - Google Patents

Abstract

PROBLEM TO BE SOLVED: To analyze an attribute of a user based on a viewing situation of a plurality of moving images of the user. An information processing device includes user identification information for identifying a user of a user terminal 2 on which first and second moving image data are displayed at the same time, and first and second moving image data by the user. Corresponds to the user identification information based on the acquisition unit 132 that acquires the evaluation information indicating that at least one of the above is evaluated, the evaluation information acquired by the acquisition unit 132, and the contents of the first and second moving image data. It has a generation unit 134 that generates attribute information indicating the attributes of the user to be processed. [Selection diagram] Fig. 4

Description

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

Conventionally, there is known a technique of delivering a plurality of moving images captured by a plurality of cameras to a terminal capable of displaying an image and displaying the plurality of moving images on the terminal (see, for example, Patent Document 1).

Japanese Unexamined Patent Publication No. 11-289531

In order to provide the user with appropriate information or benefits to the user who is watching the video, it is required to specify the attribute of the user.

Therefore, the present invention has been made in view of these points, and an object of the present invention is to enable analysis of user attributes based on the viewing status of a plurality of videos of the user.

The information processing device according to the first aspect of the present invention includes user identification information for identifying a user of a terminal on which the first and second moving image data are displayed at the same time, and the user using the first and second moving image data. Based on the acquisition unit that acquires the evaluation information indicating that at least one of the moving image data of the above is evaluated, the evaluation information acquired by the acquisition unit, and the contents of the first and second moving image data. It has a generation unit that generates attribute information indicating user attributes corresponding to the user identification information.

The information processing method according to the second aspect of the present invention includes user identification information executed by a computer for identifying a user of a terminal on which first and second moving image data are displayed at the same time, and the user using the user. Based on the step of acquiring the evaluation information indicating that at least one of the first and second moving image data has been evaluated, and the acquired evaluation information and the contents of the first and second moving image data. , A step of generating attribute information indicating a user's attribute corresponding to the user identification information.

In the program according to the third aspect of the present invention, the computer is provided with user identification information for identifying a user of a terminal on which first and second moving image data are displayed at the same time, and the user is the first and first. The acquisition unit that acquires the evaluation information indicating that at least one of the two moving image data has been evaluated, and the evaluation information acquired by the acquiring unit and the contents of the first and second moving image data. Based on this, it functions as a generation unit that generates attribute information indicating the attributes of the user corresponding to the user identification information.

According to the present invention, there is an effect that the attributes of the user can be analyzed based on the viewing status of a plurality of moving images of the user.

It is a schematic diagram which shows the state which a plurality of cameras are installed in a stadium. It is a figure which shows the state which the image based on a plurality of moving image data created by a plurality of cameras is displayed on a display. It is a system block diagram of an image processing system. It is a figure which shows the configuration of a server. It is a figure which shows the structure of a user terminal. It is a figure which shows an example of the evaluation history information. It is a figure which shows an example of the user attribute information generated by the generation part. It is an operation sequence diagram of an image processing system.

[Overview of distribution system S]
1 and 2 are diagrams for explaining the outline of the distribution system S. The distribution system S displays a plurality of moving image data output by cameras C (C1 to C5 in FIG. 1), which are a plurality of imaging devices for photographing a predetermined area from different angles, on one screen. It is a system that distributes to user terminals used by people who view moving images (hereinafter referred to as "users"). The camera C is installed in, for example, a stadium where a competition is held or an event venue where an event is held, and a predetermined area is an area where each camera C can take a picture. In the present specification, when it is not necessary to distinguish each of the plurality of cameras C1 to C5, it may be referred to as camera C.

FIG. 1 is a schematic view showing a state in which a plurality of cameras C1 to C5 are installed in a stadium. FIG. 2 is a diagram showing a state in which a moving image based on a plurality of moving image data created by a plurality of cameras C1 to C5 is displayed on a user terminal.

The distribution system S distributes a plurality of moving image data to the user terminal. The user terminal simultaneously displays a plurality of moving image data generated by a plurality of cameras C shooting a predetermined area from different directions on one screen. FIG. 2 shows a state in which moving images taken by the cameras C1 to C5 are displayed in each of the plurality of areas R1 to R5 on the display of the user terminal. In FIG. 2, the image taken by the camera C1 is displayed in the largest area R1, and the other images are displayed in the areas R2 to R5 smaller than the area R1. Further, evaluation buttons i for evaluating moving images are displayed in the plurality of areas R1 to R5. By pressing the evaluation button i, the user of the user terminal can evaluate the moving image.

The distribution system S is said to be able to generate user attributes based on evaluations given in the past for the moving image data on a user terminal displaying a plurality of moving image data on one screen. It has characteristics. For example, a moving image captured by the camera C3 is given a relatively good evaluation, and the content of the moving image indicates the X team and the content of the moving image different from the moving image indicates the Y team. If so, as a user attribute, attribute information indicating that the X team is more interested than the Y team is generated. By doing so, the distribution system S can analyze the attributes of the user based on the viewing status of the plurality of moving images of the user.

[Configuration of distribution system S]
Hereinafter, the configuration of the distribution system S will be described. FIG. 3 is a system configuration diagram of the distribution system S. The distribution system S includes a plurality of cameras C (C1 to C5), a server 1 as an information processing device, and a user terminal 2. The plurality of cameras C, the server 1, and the user terminal 2 transmit and receive various data via the network N. The network N includes the Internet, a mobile phone network, and the like.

[Configuration of server 1]
FIG. 4 is a diagram showing the configuration of the server 1. The server 1 has a communication unit 11, a storage unit 12, and a control unit 13. The control unit 13 includes a distribution unit 131, an acquisition unit 132, a specific unit 133, a generation unit 134, a privilege giving unit 135, a position information acquisition unit 136, and an analysis unit 137.

The communication unit 11 has a communication interface for transmitting and receiving data between the plurality of cameras C and the user terminal 2 via the network N. The communication unit 11 inputs a plurality of moving image data received from the plurality of cameras C to the acquisition unit 132.

Further, the communication unit 11 transmits the moving image data for distribution input from the distribution unit 131 to the user terminal 2 via the network N. Further, the communication unit 11 transmits the privilege grant information indicating the privilege to be granted to the user to the user terminal 2 via the network N.

The storage unit 12 has a storage medium such as a ROM (Read Only Memory), a RAM (Random Access Memory), and a hard disk. The storage unit 12 stores a program executed by the control unit 13.

Further, the storage unit 12 stores the moving image data received by the communication unit 11. Specifically, the storage unit 12 associates a plurality of moving image data to be displayed on one screen, a moving image ID of the moving image data, and a content ID for identifying the content corresponding to the one screen. , Store as content information.

The control unit 13 has, for example, a CPU (Central Processing Unit), and by executing the program stored in the storage unit 12, the distribution unit 131, the acquisition unit 132, the specific unit 133, the generation unit 134, and the privilege granting. It functions as a unit 135, a position information acquisition unit 136, and an analysis unit 137. Details of the operation of each unit of the control unit 13 will be described later.

[Configuration of user terminal 2]
FIG. 5 is a diagram showing the configuration of the user terminal 2. The user terminal 2 has an operation unit 21, a display unit 22, a communication unit 23, a storage unit 24, and a control unit 25. The control unit 25 includes a moving image data acquisition unit 251, a privilege information acquisition unit 252, a display control unit 253, and an evaluation information transmission unit 254.

The operation unit 21 is an operation device that accepts user operations, and is, for example, a touch panel provided on the surface of the display unit 22. The operation unit 21 notifies the control unit 25 of a signal indicating the position touched by the user. The display unit 22 is a display that displays various types of information.

The communication unit 23 has a communication interface for transmitting and receiving data to and from the server 1 via the network N. The communication unit 23 inputs the moving image data received from the server 1 to the moving image data acquisition unit 251. Further, the communication unit 23 inputs the privilege information received from the server 1 into the privilege information acquisition unit 252.

The storage unit 24 has a storage medium such as a ROM (Read Only Memory), a RAM (Random Access Memory), and a hard disk. The storage unit 24 stores a program executed by the control unit 25. In addition, the storage unit 24 stores a moving image viewing application for viewing the moving image delivered by the server 1.

The control unit 25 has, for example, a CPU (Central Processing Unit), and by executing a program stored in the storage unit 24, the moving image data acquisition unit 251 and the privilege information acquisition unit 252, the display control unit 253, And functions as an evaluation information transmission unit 254.

The moving image data acquisition unit 251 acquires a plurality of moving image data to be displayed on one screen via the communication unit 23 from the server 1. The moving image data acquisition unit 251 is a state in which the moving image viewing application for viewing the moving image data distributed by the server 1 is being executed, and the video content such as a competition or an event to be viewed by the user via the operation unit 21 is executed. Accept your choice. The moving image data acquisition unit 251 includes a content ID for identifying the selected content, and transmits an acquisition request for the content to the server 1. The moving image data acquisition unit 251 acquires a plurality of moving image data corresponding to the selected contents transmitted from the server 1.
The privilege information acquisition unit 252 acquires privilege information indicating the privilege given to the user of the user terminal 2 from the server 1 via the communication unit 23.

The display control unit 253 causes the display unit 22 to display a plurality of moving image data acquired by the moving image data acquisition unit 251. The display control unit 253 aggregates the moving images shown by each of the plurality of moving image data on one screen as shown in FIG. 2, and causes the display unit 22 to display the screen. In each area of a plurality of moving image data included in one screen, an evaluation button for a user to perform a good evaluation on the moving image is displayed. Further, the display control unit 253 switches the moving image data to be displayed in the largest size according to the user's operation via the operation unit 21.

When the privilege information acquisition unit 252 acquires the privilege information, the display control unit 253 notifies the user of the user terminal 2 that the privilege indicated by the privilege information has been granted by displaying the privilege information on the display unit 22. .. In the present embodiment, the display control unit 253 notifies the user that the privilege has been granted by displaying the privilege information on the display unit 22, but the present invention is not limited to this. For example, the user may be notified that the privilege has been granted by notifying the speaker (not shown) provided in the user terminal 2 with a voice indicating that the privilege information has been granted.

The evaluation information transmission unit 254 transmits to the server 1 evaluation information indicating that the moving image corresponding to the pressed evaluation button has been evaluated in response to the user pressing the evaluation button. The evaluation information includes a user ID for identifying the user who performed the evaluation, and moving image data for which the evaluation was performed, and the moving image data generated by a plurality of cameras C taking a picture of a predetermined area. The moving image ID as the moving image identification information for identifying the moving image ID is included.

[Operation of each part of control unit 13]
Subsequently, the operation of each unit of the control unit 13 will be described.
When the distribution unit 131 acquires the content acquisition request from the user terminal 2, the distribution unit 131 refers to the content information stored in the storage unit 12, and a plurality of moving images associated with the content ID included in the content acquisition request. Identify the image data. The distribution unit 131 streams and distributes the specified plurality of moving image data to the user terminal 2 so as to display them on one screen. The distribution unit 131 measures the elapsed time from the display start time of the plurality of moving image data distributed to the user terminal 2. The distribution unit 131 may specify the reproduction time (reproduction position) of the moving image data as the elapsed time.

The acquisition unit 132 has a user ID for identifying a user of the user terminal 2 on which a plurality of moving image data including the first and second moving image data are displayed at the same time, and at least the user ID of the user and the plurality of moving image data. Acquire the evaluation information indicating that one of them has been evaluated. The acquisition unit 132 acquires evaluation information from the user terminal 2 indicating that a predetermined evaluation has been given by the user, which is associated with the moving image ID for identifying the moving image data.

Specifically, the acquisition unit 132 receives the evaluation information from each of the one or more user terminals 2 displaying the plurality of moving image data on one screen, so that the moving image ID included in the evaluation information and the moving image ID Get the user ID. Further, the acquisition unit 132 acquires the time when the evaluation information is received from the user terminal 2 as the evaluation grant time. The evaluation grant time is, for example, the elapsed time from the time when the moving image data is delivered to the user terminal 2. The evaluation grant time is not limited to the elapsed time from the delivered time, and may be the reproduction time (reproduction position) of the moving image data.

The acquisition unit 132 stores the acquired user ID, the moving image ID, the content ID corresponding to the moving image ID, and the evaluation granting time in the storage unit 12 as evaluation history information in association with each other. FIG. 6 is a diagram showing an example of evaluation history information. As shown in FIG. 6, it can be confirmed that the user ID, the content ID, the moving image ID, and the evaluation grant time are associated with each other.

The acquisition unit 132 has decided to acquire the evaluation information at the timing when the moving image data is displayed on the user terminal 2 displaying a plurality of moving image data on one screen, but the present invention is not limited to this. .. The acquisition unit 132 may acquire evaluation information indicating that any one of the plurality of moving image data has been evaluated after the display of the moving image data is completed.

Further, the acquisition unit 132 acquires the information transmitted from the user terminal 2 as the evaluation information in response to the pressing of the evaluation button on the user terminal 2, but the evaluation information is not limited to this. The acquisition unit 132 is associated with a moving image ID corresponding to at least one of the first and second moving image data, and provides information indicating the size of the display area of the moving image data determined by the user on the user terminal 2. , May be acquired as evaluation information.

For example, the acquisition unit 132 receives display area information indicating the size of each of the plurality of display areas on one screen for displaying a plurality of moving image data, and moving image data displayed in each of the plurality of display areas. Information associated with the moving image ID and the user ID may be acquired from the user terminal 2 as evaluation information. Further, the acquisition unit 132 may acquire information as evaluation information in which the moving image ID of the moving image data displayed in the largest display area of the user terminal 2 and the user ID are associated with each other.

The moving image data displayed in a relatively large display area is more likely to be evaluated by the user than other moving image data. Therefore, the server 1 can identify the moving image data that is likely to be evaluated by the user by acquiring the information in which the display area information, the moving image ID, and the user ID are associated with each other as the evaluation information.

Further, when the predetermined moving image data is displayed on the user terminal 2 in a relatively large display area for a predetermined time or longer, the acquisition unit 132 is associated with the moving image ID of the moving image data, and the moving image data is generated. Information indicating that the data has been displayed in a relatively large display area for a predetermined time or longer may be acquired as evaluation information. In this case, the evaluation information transmission unit 254 of the user terminal 2 determines the moving image ID of the moving image data and the moving image ID of the moving image data when the predetermined moving image data is displayed in the relatively large display area of the user terminal 2 for a predetermined time or longer. Notification information including the user ID and notifying the moving image data displayed in a relatively large display area is transmitted to the server 1. The acquisition unit 132 of the server 1 acquires the notification information as evaluation information. By doing so, the server 1 can identify the moving image data displayed in the relatively large display area for a long time as the moving image data evaluated by the user.

The identification unit 133 specifies the contents of the first and second moving image data that are simultaneously displayed on the user terminal 2 at the time when the user gives an evaluation. Specifically, first, the specifying unit 133 refers to the evaluation history information and specifies the evaluation granting time. Subsequently, the specific unit 133 is a first image which is an image indicated by the first moving image data simultaneously displayed on the user terminal 2 at the specified evaluation granting time, and an image indicated by the second moving image data. By performing the image recognition process with the second image, the content of the first moving image data and the content of the second moving image data are specified.

When the moving image data is a photograph of a competition, the content of the moving image data is, for example, a competition team, a uniform of a competition team, or a player. When the moving image data is a photograph of an event such as a concert, the content of the moving image data is, for example, a performer of the event. The specific unit 133 may specify the feature amount of the facial expressions of the athlete or the performer by analyzing the image indicated by the moving image data. Further, when meta information is attached to a plurality of moving image data, the specific unit 133 may specify the content of the moving image data based on the meta information attached to the moving image data.

The generation unit 134 generates attribute information indicating the user's attribute corresponding to the user ID based on the evaluation information acquired by the acquisition unit 132 and the contents of the first and second moving image data specified by the specific unit 133. do. Specifically, the generation unit 134 has attributes based on the contents of the first moving image data and the second moving image data specified based on the moving image ID associated with the evaluation information acquired by the acquiring unit 132. Generate information.

The generation unit 134 is the specific unit 133 when the evaluation information indicates that the evaluation of the first moving image data by the user is higher than the evaluation of the second moving image data by the user among the plurality of moving image data. Attribute information is generated assuming that the content of the first moving image data specified by the user is of higher interest to the user than the content of the second moving image data specified by the specific unit 133.

Specifically, the generation unit 134 refers to the evaluation history information stored in the storage unit 12 in response to the evaluation information, and the user obtains the moving image data indicated by the moving image ID associated with the evaluation giving time. It is specified as the first moving image data given a predetermined evaluation from. In addition, the generation unit 134 secondly obtains the content of the moving image data specified by the specific unit 133 with respect to the other moving image data displayed on the user terminal 2 at the same elapsed time as the first moving image data. It is the content of the moving image data.

Here, the generation unit 134 has a correspondence relationship with the content of the first moving image data among the other moving image data displayed on the user terminal 2 at the same elapsed time as the specified first moving image data. Other moving image data having contents may be used as the second moving image data. For example, when the content is moving image data related to the competition, it is assumed that the content of the specified first moving image data indicates the a player of the X team. In this case, the generation unit 134 uses the moving image data indicating the b player, which is another player of the A team, as the second moving image data, or indicates the z player of the Y team, which is the opponent of the X team. The moving image data may be used as the second moving image data.

For example, when the content of the specified first moving image data indicates team A and the content of the second moving image data indicates team B, the generation unit 134 is more interested in team A than team B by the user. Generate attribute information indicating that it is high.

The generation unit 134 refers to the evaluation history information and evaluates that the evaluation by the user for the first moving image data is higher than the evaluation by the user for the second moving image data in each of the predetermined number or more of the evaluation information. When the information indicates, the attribute information is generated assuming that the content of the first moving image data specified by the specific unit 133 is of higher interest to the user than the content of the second moving image data specified by the specific unit 133. You may. For example, in the generation unit 134, when the content of the first moving image data specified for each of a predetermined number or more of the evaluation information indicates the team A and the content of the second moving image data indicates the team B, the user , Attribute information indicating that the A team is more interested than the B team may be generated.

The generation unit 134 may refer to the user information associated with the user ID and the personal information of the user, and further generate the attribute information based on the personal information associated with the user ID. The personal information is, for example, contract information of the user terminal 2 managed by the mobile operator, and includes a user's name, age, gender, address, contract years, and the like. Further, the generation unit 134 may generate attribute information by referring to the purchase history information in which the user ID is associated with the purchase history of the product or service in the electronic payment service in which the user uses the user terminal 2.

When the generation unit 134 generates the attribute information, the user ID and the generated attribute information are associated with each other and stored in the storage unit 12 as the user attribute information. FIG. 7 is a diagram showing an example of user attribute information generated by the generation unit 134. As shown in FIG. 7, it can be confirmed that the user ID and the attribute are associated with each other. Further, as shown in FIG. 7, it can be confirmed that the attribute generated by the generation unit 134 is an attribute indicating the comparison result of the team and the comparison result of the players by the user. The generation unit 134 may store the generated attribute information in association with the user information such as the contract information of the user terminal 2 managed by the mobile operator.

The privilege giving unit 135 grants a privilege to the user based on the attribute information generated by the generation unit 134. The privilege giving unit 135 refers to the user attribute information stored in the storage unit 12, and determines as a privilege a discount coupon or the like for watching a game or event corresponding to the attribute associated with the user ID. The privilege granting unit 135 transmits privilege information indicating the determined privilege to the user terminal 2 corresponding to the user ID.

The position information acquisition unit 136 acquires terminal position information indicating the position of the user terminal 2. In this case, for example, the moving image viewing application of the user terminal 2 acquires the terminal position information indicating the position of the user terminal 2 during the execution of the application, associates it with the user ID, and transmits it to the server 1. The position information acquisition unit 136 acquires the user ID transmitted from the user terminal 2 and the terminal position information. The position information acquisition unit 136 stores the acquired user ID and the terminal position information in the storage unit 12 in association with each other.

The analysis unit 137 has the attribute indicated by the attribute information and the attribute based on the attribute information generated by the generation unit 134 and the terminal position information acquired by the position information acquisition unit 136 and stored in the storage unit 12. Analyze the relationship with the user's position. Specifically, the analysis unit 137 refers to the user attribute information stored in the storage unit 12 and identifies a plurality of users having the same attribute. The analysis unit 137 identifies an area where a plurality of users are likely to be located, based on the terminal position information corresponding to each of the specified plurality of users. The analysis unit 137 stores the information associated with the attribute and the specified area in the storage unit 12.

[Operation sequence in distribution system S]
FIG. 8 is an operation sequence diagram of the distribution system S. In the example shown in FIG. 8, the flow of processing from generating the user attribute of the user terminal 2 to transmitting the privilege information to the user terminal 2 based on the generated attribute will be described.

First, the distribution unit 131 of the server 1 distributes a plurality of moving image data to the user terminal 2 so as to be displayed on one screen (S1).
The moving image data acquisition unit 251 of the user terminal 2 acquires a plurality of moving image data distributed from the server 1. The display control unit 253 of the plurality of user terminals 2 displays the acquired plurality of moving image data on one screen (S2). The display control unit 253 of the user terminal 2 causes the user to display an evaluation button for evaluating the moving image data in each display area of the plurality of moving image data on one screen for displaying the plurality of moving image data. ..

The evaluation information transmission unit 254 of the user terminal 2 transmits evaluation information indicating that the moving image corresponding to the pressed evaluation button has been evaluated in response to the user pressing the evaluation button to the server 1. (S3).

The acquisition unit 132 of the server 1 acquires the moving image ID included in the evaluation information by receiving the evaluation information from the user terminal 2. Further, the acquisition unit 132 acquires the time when the evaluation information is received from the user terminal 2 as the evaluation grant time. The acquisition unit 132 stores the user ID included in the evaluation information, the moving image ID, and the evaluation grant time in the storage unit 12 as evaluation history information in association with each other (S4).

Subsequently, the identification unit 133 of the server 1 refers to the evaluation history information and specifies the content of the moving image data corresponding to the evaluation grant time (S5). The generation unit 134 generates attribute information indicating the user's attribute based on the content of the moving image data to which the evaluation based on the evaluation information is given and the content of the moving image data different from the moving image data (S6). .. The privilege giving unit 135 transmits the privilege information corresponding to the generated attribute information to the user terminal 2 (S7).

[Effect of distribution system S]
As described above, the server 1 according to the present embodiment has a user ID for identifying a user of the user terminal 2 on which the first and second moving image data are displayed, and the first and second users. The evaluation information indicating that at least one of the moving image data of the above is evaluated is acquired, and the attribute of the user corresponding to the user ID is determined based on the acquired evaluation information and the contents of the first and second moving image data. Generate the attribute information to be shown. By doing so, the server 1 can analyze the attributes of the user based on the viewing status of the plurality of moving images of the user.

Although the present invention has been described above using the embodiments, the technical scope of the present invention is not limited to the scope described in the above embodiments, and various modifications and changes can be made within the scope of the gist thereof. be. For example, all or a part of the device can be functionally or physically distributed / integrated in any unit. Also included in the embodiments of the present invention are new embodiments resulting from any combination of the plurality of embodiments. The effect of the new embodiment produced by the combination also has the effect of the original embodiment.

1 Server 2 User terminal 11 Communication unit 12 Storage unit 13 Control unit 21 Operation unit 22 Display unit 23 Communication unit 24 Storage unit 25 Control unit 131 Distribution unit 132 Acquisition unit 133 Specific unit 134 Generation unit 135 Privilege granting unit 136 Position information acquisition unit 137 Analysis unit 251 Video data acquisition unit 252 Benefit information acquisition unit 253 Display control unit 254 Evaluation information transmission unit S Distribution system

Claims (14)

User identification information for identifying a user of a terminal on which the first moving image data and the second moving image data are displayed at the same time, and the user evaluates the first moving image data and the second moving image data. An acquisition unit that acquires evaluation information indicating that it has been done, and
When the evaluation information acquired by the acquisition unit indicates that the user's evaluation of the first moving image data is higher than the user's evaluation of the second moving image data, the first moving image A generation unit that generates attribute information indicating user attributes corresponding to the user identification information, which indicates that the content of the data is of higher interest to the user than the content of the second moving image data.
Information processing device with. Further having a specific unit for specifying the contents of the first moving image data and the second moving image data that were simultaneously displayed on the terminal at the time when the user gave the evaluation.
The generation unit generates the attribute information based on the evaluation information acquired by the acquisition unit and the contents of the first moving image data and the second moving image data specified by the specific unit.
The information processing device according to claim 1. The specific unit performs image recognition processing of a first image which is an image indicated by the first moving image data and a second image which is an image indicated by the second moving image data, thereby performing the first image recognition process. The content of the moving image data of the above and the content of the second moving image data are specified.
The information processing device according to claim 2. The acquisition unit acquires the user identification information and the evaluation information of the user of the terminal on which the first moving image data and the second moving image data are displayed at the same time.
The information processing device according to any one of claims 1 to 3. The acquisition unit indicates that the user has given a predetermined evaluation, which is associated with the moving image identification information for identifying each of the first moving image data and the second moving image data. To get and
The generation unit is based on the contents of the first moving image data and the second moving image data specified based on the moving image identification information associated with the evaluation information acquired by the acquisition unit. Generate attribute information,
The information processing device according to any one of claims 1 to 4. The acquisition unit identifies moving images for identifying each of the first moving image data and the second moving image data, which correspond to at least one of the first moving image data and the second moving image data. Information indicating the size of the display area of the first moving image data and the second moving image data determined by the user in the terminal, which is associated with the information, is acquired as the evaluation information.
The information processing device according to claim 1 or 2. When the moving image data identified by the moving image identification information is displayed in the display area that is relatively large in the terminal for a predetermined time or longer, the acquisition unit has the display area in which the moving image data is relatively large. The information indicating that the information has been displayed for a predetermined time or longer is acquired as the evaluation information.
The information processing device according to claim 6. When the evaluation information indicates that the evaluation of the first moving image data by the user is higher than the evaluation of the second moving image data by the user, the generation unit determines the first moving image data. Generates the attribute information assuming that the content of is of higher interest to the user than the content of the second moving image data.
The information processing device according to any one of claims 1 to 7. The generation unit refers to the user information associated with the user identification information and the personal information of the user, and further generates the attribute information based on the personal information associated with the user identification information.
The information processing device according to any one of claims 1 to 6. Further having a privilege giving unit that grants a privilege to the user based on the attribute information generated by the generation unit.
The information processing device according to any one of claims 1 to 7. The acquisition unit corresponds to a user of a terminal on which the first moving image data and the second moving image data generated by a plurality of imaging devices taking pictures of a predetermined area from different directions. Acquire the user identification information and the evaluation information.
The information processing device according to any one of claims 1 to 10. A position information acquisition unit that acquires terminal position information indicating the position of the terminal, and
An analysis unit that analyzes the relationship between the attribute information generated by the generation unit, the attribute indicated by the attribute information based on the terminal position information, and the position of a user having the attribute.
Have more,
The information processing device according to any one of claims 1 to 11. Computer runs,
User identification information for identifying a user of a terminal on which the first moving image data and the second moving image data are displayed at the same time, and the user evaluates the first moving image data and the second moving image data. Steps to get evaluation information indicating that you have done
The content of the first moving image data when the acquired evaluation information indicates that the evaluation by the user for the first moving image data is higher than the evaluation by the user for the second moving image data. Is a step of generating attribute information indicating a user's attribute corresponding to the user identification information, which indicates that the user's interest is higher than the content of the second moving image data.
Information processing method having. Computer,
User identification information for identifying a user of a terminal on which the first moving image data and the second moving image data are displayed at the same time, and the user evaluates the first moving image data and the second moving image data. The acquisition department that acquires the evaluation information indicating that it has been done, and
When the evaluation information acquired by the acquisition unit indicates that the user's evaluation of the first moving image data is higher than the user's evaluation of the second moving image data, the first moving image A generator that generates attribute information indicating user attributes corresponding to the user identification information, indicating that the content of the data is of higher interest to the user than the content of the second moving image data.
A program that functions as.

Images