Information processing device, information processing method, and program

Abstract

Users are encouraged to post materials that make up video content. [Solution] An information processing device 1 has a generation request acquisition unit 131 that acquires a generation request, which is a request to generate content composed of information posted by a user to a specified service as material, a memory unit 12 that stores material information associated with user identification information for identifying the user who posted the material, a material acquisition unit 132 that acquires material to be applied to the content to be generated in response to the generation request, and a benefit determination unit 133 that determines a benefit to be granted to the user who posted the material applied to the content when content corresponding to the generation request is generated.

Description

[Technical field]

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

[0002] 2. Description of the Related Art There is known a device that creates content by combining materials (see, for example, Patent Document 1). [Prior art documents] [Patent documents]

[0003] [Patent Document 1] JP 2024-027453 A Summary of the Invention [Problem to be solved by the invention]

[0004] However, in order to create content that will be accepted by a wide range of users using this method, it is necessary to accumulate a wide range of materials, and it is difficult for a specific business operator to collect and accumulate such materials, which places a large burden on them.

[0005] The present invention has been made in consideration of these points, and aims to provide users with an incentive to contribute materials that make up video content. [Means for solving the problem]

[0006] The information processing device of the first aspect of the present invention has a generation request acquisition unit that acquires a generation request, which is a request to generate content composed of information posted by a user to a specified service as material, a memory unit that stores material information associated with user identification information for identifying the user who posted the material, a material acquisition unit that acquires material to be applied to the content to be generated in response to the generation request, and a benefit determination unit that determines a benefit to be granted to the user who posted the material applied to the content when content corresponding to the generation request is generated.

[0007] The material acquisition unit may further include a generation unit that generates content based on the material acquired by the material acquisition unit.

[0008] The memory unit may further store content information that associates the content generated by the generation unit, material applied to the content, and user identification information of the user who posted the material, and the benefit determination unit may refer to the content information and determine a benefit to be granted to the user who posted the material applied to the content associated with the content.

[0009] The content information may further include an aspect of the material applied to the generated content, and the bonus determination unit may determine a bonus to be granted to a user who posted the material applied to the content based on the aspect of the material associated in the content information.

[0010] When multiple user identification information is associated with the same material in the content information, the benefit determination unit may determine the benefits to be granted to the material by apportioning the benefits to be granted to the multiple users indicated by the user identification information associated with the material.

[0011] The material acquisition section may acquire a material associated with user identification information in the material information as a material to be applied to the content.

[0012] The content management system may further include a reception unit that receives material submissions from users, a prediction unit that predicts expected information indicating the likelihood that the material submitted by the user will be applied to content, and a display control unit that displays the expected information.

[0013] The content generating unit may further include a receiving unit that acquires the number of times the generated content has been played, and the bonus determination unit may determine a bonus to be granted to a user who posted the material applied to the content based on the number of times the content has been played.

[0014] The content generating device may further include a receiving unit that receives an evaluation of the generated content, and the bonus determination unit may determine a bonus to be granted to a user who posted material applied to the content based on the evaluation corresponding to the content.

[0015] The memory unit may further store user information that associates user identification information with a rank of a user corresponding to the user identification information, and the benefit determination unit may determine a benefit to be granted to the user based on the rank of the user who posted material associated with the content in the user information.

[0016] The content information may further be associated with the extent to which the material was used in the generated content, and the bonus determination unit may determine a bonus to be granted to the user who posted the material such that the greater the extent to which the material was used in the generated content, the greater the value of the bonus granted to the user.

[0017] The information processing method of the second aspect of the present invention includes a generation request acquisition step executed by a computer to acquire a generation request, which is a request to generate content composed of information posted by a user to a specified service as material; a material acquisition step to acquire material to be applied to the content to be generated in response to the generation request; and a benefit determination step to refer to a memory unit that stores material information associated with user identification information for identifying the user who posted the material, and determine a benefit to be granted to the user who posted the material applied to the content when content corresponding to the generation request is generated.

[0018] In a third aspect of the program of the present invention, a computer is caused to execute a generation request acquisition step of acquiring a generation request, which is a request to generate content composed of information posted by a user to a specified service as material, a material acquisition step of acquiring material to be applied to the content to be generated in response to the generation request, and a benefit determination step of referring to a memory unit that stores material information associated with user identification information for identifying the user who posted the material, and determining a benefit to be granted to the user who posted the material applied to the content when content corresponding to the generation request is generated. Effect of the Invention

[0019] According to the present invention, it is possible to provide users with an incentive to contribute materials that constitute video content. [Brief description of the drawings]

[0020] [Figure 1] 1 is a diagram for explaining an overview of an information processing system S according to an embodiment. [Diagram 2] 1 is a block diagram showing a configuration of an information processing device 1. FIG. [Diagram 3] 4 is a diagram showing an example of a data structure of user information stored in a storage unit 12. FIG. [Figure 4] 3 is a diagram showing an example of a data structure of material information stored in a storage unit 12. FIG. [Diagram 5] 2 is a diagram showing an example of a data structure of content information stored in a storage unit 12. FIG. [Figure 6] FIG. 2 is a diagram for explaining an example of a process in which the information processing device 1 generates content. [Figure 7] 3 is a flowchart showing a process flow in the information processing device 1. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

[0021] [Outline of Information Processing System S] FIG. 1 is a diagram for explaining an overview of an information processing system S according to an embodiment. The information processing system S is a system for providing video content to a user. In the information processing system S, video content according to a user is generated and the generated content is distributed. The information processing system S includes an information processing device 1, a distribution server 2, and an information terminal 3.

[0022] The information processing device 1 is a device for generating video content according to the preferences of a user. The information processing device 1 acquires materials constituting video content based on the attributes of the user, and generates video content by combining the acquired materials. The materials are contents that are elements constituting the video content. The materials are video data, still image data, text data, audio data, music data, etc. When the information processing device 1 generates video content, it grants a reward to a user who posted the materials used in the video. The reward is an economic benefit given to the user, and as an example, it is points that can be used in a predetermined point service. The information processing device 1 may grant a reward according to the number of times the content is played.

[0023] The distribution server 2 distributes various video content in response to requests from the information terminal 3. The distribution server 2 transmits an instruction to the information processing device 1 to generate video content for users, and distributes the video content generated by the information processing device 1 to the information terminal 3.

[0024] The information terminal 3 is a terminal used by a user who uses the content distribution service. The information terminal 3 is, for example, a smartphone, a tablet, or a personal computer. The information terminal 3 transmits a request to view video content to the distribution server 2, and displays the video content acquired from the distribution server 2. The user operates the information terminal 3 to register or edit user information for the content distribution service, and the information terminal 3 transmits the received user attribute information to the information processing device 1. The user posts materials that make up the content via the information terminal 3.

[0025] The process in the information processing system S will be described. A user posts a material ((1) in FIG. 1). The information processing device 1 generates and stores material information that associates a material ID that identifies the posted material with the properties of the material. The information processing device 1 may store the posted material, or may store it in an external server (not shown). The distribution server 2 transmits a generation request to the information processing device 1 ((2) in FIG. 1). The generation request is information for requesting the generation of content that is configured using information posted by a user to a specified service as material. The generation request includes a user ID (Identification) of a user who will view the video content (hereinafter, may be referred to as a "target user"). The distribution server 2 may transmit the generation request at the timing of receiving a request from a user to view the video content, or may transmit the generation request at a predetermined timing.

[0026] The information processing device 1 acquires the user attributes indicated by the generation request ((3) in FIG. 1). The attributes are information indicating the characteristics of the user for identifying the user's preferences. The attributes include, for example, age, gender, occupation, hobbies, interests, etc. The information processing device 1 may store user information including the user attributes, or may acquire the attributes of the target user from an external server (not shown).

[0027] The information processing device 1 acquires material having properties corresponding to the user's attributes ((4) in FIG. 1). The properties of a material are information indicating the characteristics of the material. The properties of a material indicate the theme, subject, genre, author, performer, etc. of the material. As an example, the information processing device 1 stores a trained model that has learned the relationship between the user's attributes and the properties of material suitable for the user, and identifies the properties of the material that correspond to the user's attributes.

[0028] The information processing device 1 acquires a material having the specified property ((4) in FIG. 1). As an example, the information processing device 1 stores material information that associates a material, a resource referenced to acquire the material, and the property of the material. The information processing device 1 accesses the referenced resource that corresponds to the material having the specified property in the material information, and acquires the material.

[0029] The information processing device 1 generates video content based on the acquired material ((5) in FIG. 1). The method of generating video content will be described later.

[0030] The information processing device 1 transmits the generated video content to the distribution server 2 ((6) in FIG. 1). The distribution server 2 stores the acquired video content. The information processing device 1 determines a reward to be given to the user who posted the material used in the generated content ((7) in FIG. 1). The information terminal 3 transmits a viewing request to the distribution server 2 ((8) in FIG. 1). The viewing request is information requesting acquisition of video content. The video content acquired from the information processing device 1 is transmitted to the information terminal 3, and the information terminal 3 plays the acquired video content ((9) in FIG. 1).

[0031] By configuring the information processing device 1 in this way, it is expected that an incentive is given to the user to encourage the user to post materials that constitute video content. Note that the information processing device 1 may obtain information posted by the user to an external device as materials.

[0032] [Configuration of information processing device 1] 2 is a block diagram showing the configuration of the information processing device 1. The information processing device 1 has a communication unit 11, a storage unit 12, and a control unit 13. The control unit 13 has a generation request acquisition unit 131, a material acquisition unit 132, a benefit determination unit 133, a generation unit 134, a reception unit 135, a display control unit 136, and a prediction unit 137.

[0033] The communication unit 11 is a communication interface for transmitting and receiving data to and from other devices via a network. The storage unit 12 is a storage medium including a ROM (Read Only Memory), a RAM (Random Access Memory), an SSD (Solid State Drive), a hard disk drive, etc. The storage unit 12 stores in advance a program to be executed by the control unit 13.

[0034] The storage unit 12 stores user information in which the user identification information of each of a plurality of users is associated with the attributes of each of the plurality of users. Fig. 3 is a diagram showing an example of a data structure of user information stored in the storage unit 12. In the user information, a "user ID" is associated with an "attribute." The "attribute" is information indicating a characteristic of a user for identifying the user's preferences. The attributes include, for example, age, sex, occupation, hobbies, interests, etc.

[0035] The storage unit 12 stores material information associated with user identification information for identifying a user who posted the material. FIG. 4 is a diagram showing an example of the data structure of material information stored in the storage unit 12. In the material information, a "material ID", a "posting user ID", a "mode", a "URI (Uniform Resource Identifier)", and a "nature" are associated. The "material ID" is an ID for identifying the material, and is also called material identification information. The "posting user ID" is a user ID indicating the user who posted the material. If the user who posted the material is unknown, the value of the posting user ID is blank. The "mode" indicates the type of data, such as a moving image, a still image, text, audio, or music. The "URI" is identification information of a resource on a network that should be referenced to obtain the material. The nature is information indicating the characteristics of the material. The "nature" indicates the theme, subject, genre, author, performer, etc. of the material.

[0036] The storage unit 12 stores content information that associates the content generated by the generation unit 134, the material applied to the content, and the user identification information of the user who posted the material. FIG. 5 is a diagram showing an example of the data structure of content information stored in the storage unit 12. In the content information, a "content ID" and a "material" are associated with each other. The "content ID" is an ID for identifying the content. The "material" is one or more materials that constitute the content. The "material" includes a "material ID", a "posting user ID", and a "mode" for each material. The "material ID" is the material ID of the material used in the content. The "posting user ID" is a user ID that indicates the user who posted the material. The "mode" indicates the type of data, such as a moving image, a still image, text, audio, or music.

[0037] The content information may further be associated with the extent to which the material was used in the generated content. The "material" in the content information may include "usage time." The "usage time" indicates the amount of time the material was used in the content.

[0038] The storage unit 12 stores template information indicating a template for fitting materials to compose video content. The template information includes a timing for applying each material to compose video content. The template information may include a timing for applying each material and a mode of the material to be applied at each timing.

[0039] The control unit 13 is a processor such as a CPU (Central Processing Unit), etc. The control unit 13 executes a program stored in the storage unit 12 to function as a generation request acquisition unit 131, a material acquisition unit 132, a benefit determination unit 133, a generation unit 134, a reception unit 135, a display control unit 136, and a prediction unit 137.

[0040] The process of generating content by the information processing device 1 will be described with reference to Fig. 6. The generation request acquisition unit 131 acquires a generation request. The material acquisition unit 132 acquires materials to be applied to the content to be generated in response to the generation request. The material acquisition unit 132 acquires user attributes corresponding to the user ID indicated in the generation request. The material acquisition unit 132 refers to the user information and acquires the user attributes.

[0041] The material acquisition unit 132 acquires materials having properties corresponding to the user's attributes. The properties of the material are information indicating the characteristics of the material. The properties of the material indicate the theme, subject, genre, author, performer, etc. of the material. As an example, the storage unit 12 stores a trained model that has learned the relationship between the user's attributes and the properties of the material suitable for the user, and identifies the properties of the material corresponding to the user's attributes. In FIG. 6, the material acquisition unit 132 acquires image data (material A, material B, and material C) having the properties of "cat" and music data (material D) having the properties of "classical, Chopin, waltz" as materials based on the fact that the "interest" of the target user is "cat" and the "hobby" of the user is "listening to classical music."

[0042] In addition, there may be a case where there are multiple candidates for materials to be applied to each timing in the template. Therefore, the storage unit 12 may store a material selection model, which is a trained model trained to output information indicating a material to be selected by the user using the material properties and the user's attributes such as age and sex as input. In this case, the material acquisition unit 132 acquires the material output by the material selection model based on the material properties and the user's attributes.

[0043] The generating unit 134 generates content based on the material acquired by the material acquiring unit 132. The generating unit 134 generates content by inserting the material into a position indicated by the template information. The template information shown in FIG. 6 includes that video content is composed of three image data and music. The template information shown in FIG. 6 also includes that each image data is displayed sequentially and the music data is played as background music. The information processing device 1 generates video content by applying the image data (material A, material B, and material C) and music data (material D) acquired as materials to the timing (image 1, image 2, image 3, and music 1) in the template. Content information that associates the generated content, the material applied to the content, and the user identification information of the user who posted the material is stored in the storage unit 12.

[0044] When content corresponding to the generation request is generated, the benefit determination unit 133 determines a benefit to be given to a user who posted a material applied to the content. Specifically, the benefit determination unit 133 refers to content information and determines a benefit to be given to a user who posted a material applied to the content associated with the content. As an example, the benefit determination unit 133 gives points in a predetermined point service as a benefit to the user who posted a material associated with the generated content. As an example, the benefit determination unit 133 divides a predetermined amount of points to be given when content is generated proportionally according to the number of materials associated with the generated content, and gives the points to the users who posted each material.

[0045] As an example, the rewards given to the user may be determined based on the aspect of the material used to generate the content.

[0046] The privilege determination unit 133 determines a privilege to be granted to a user who posted a material applied to the content based on the aspect of the material associated in the content information. As an example, the storage unit 12 may store a distribution rate indicating the ratio of the distribution of the privilege for each aspect of the material. As an example, the distribution rates are set to be smaller in the order of moving image, still image, music, and text. The generation unit 134 may refer to the distribution rate for each aspect of the material stored in the storage unit 12, determine the distribution rate of each material used in the generated content, and store content information further associated with the distribution rate for the material used in the generated content. The privilege determination unit 133 refers to the content information, and determines a privilege to be granted to each user who posted a material used in the content based on the distribution rate of each material.

[0047] When there are multiple users who have posted the same material, the information processing device 1 may be configured to apportion the privilege given to the users who posted the same material. When multiple user identification information is associated with the same material in the content information, the privilege determination unit 133 apportions the privilege given to the material among the multiple users indicated by the user identification information associated with the material to determine the privilege to be given to the multiple users. As an example, when the generation unit 134 generates content, if there are multiple users who have posted the same material as the material acquired by the material acquisition unit 132, the generation unit 134 stores content information in which the material is associated with the user IDs of the multiple posters. In this case, the generation unit 134 may store the content information by further associating it with a distribution rate set to apportion the privilege distributed to the material among the multiple users who posted the material.

[0048] The information processing device 1 may be configured to acquire, as a material constituting content, only material that clearly identifies a user who posted the material.

[0049] The material acquisition unit 132 acquires a material associated with user identification information in the material information as a material to be applied to the content. In other words, the material acquisition unit 132 does not acquire a material that is not associated with a posting user ID in the material information.

[0050] A privilege to be given to a user who provides material may be determined according to the number of times the content is played.

[0051] The reception unit 135 acquires the number of times the generated content has been played from the distribution server 2. The reception unit 135 may acquire information that associates a content ID with the number of times the content corresponding to the content ID has been played, and store the number of times the content corresponding to the acquired content ID has been played in association with the content information.

[0052] The benefit determination unit 133 refers to the number of times of playback associated with the content information and specifies the number of times of playback of the content. The benefit determination unit 133 determines a benefit to be granted to a user who posted a material applied to the content based on the number of times of playback of the content. The benefit determination unit 133 may determine a benefit to be granted to a user such that the more times the content is played, the greater the amount of benefit granted to the user. As an example, the benefit determination unit 133 calculates the total amount of points to be granted by multiplying the amount of predetermined points granted when the content is played by the number of times of playback. The benefit determination unit 133 determines the amount of points to be granted to each user by apportioning the calculated total amount among the users who posted the material associated with the content in the content information.

[0053] The information processing device 1 may be configured to receive a rating of the content from a user who has viewed the content, and to determine a benefit based on the user's rating of the content.

[0054] The receiving unit 135 receives an evaluation of the generated content. The display control unit 136 displays a screen for receiving an evaluation of the content on the information terminal 3 of the user who viewed the content. The user operates the information terminal 3 to evaluate the content. The receiving unit 135 receives the evaluation of the content from the information terminal 3. As an example, the evaluation of the content is expressed as two values, "good" or "bad." The receiving unit 135 stores the received evaluation in the content information.

[0055] The reward determination unit 133 determines a reward to be given to a user who posted a material applied to a content based on an evaluation corresponding to the content. The reward determination unit 133 determines a reward to be given to a user such that the higher the evaluation of the content, the greater the amount of the reward to be given to the user.

[0056] By determining the benefits granted to users according to their rank, it is expected that this will encourage users to actively post content, thereby revitalizing the service.

[0057] The storage unit 12 stores user information that associates user identification information with the rank of a user corresponding to the user identification information. In the user information shown in FIG. 3, a "rank" is further associated. The "rank" indicates a membership rank in a video distribution service determined for the user. The rank of a user is determined based on, for example, the amount or frequency of posted materials, or the amount, number or frequency of granted benefits.

[0058] The privilege determination unit 133 determines a privilege to be granted to a user who has posted a material associated with a content in the user information based on the rank of the user. The privilege determination unit 133 determines a privilege to be granted to a user such that the higher the rank of the user who posted the generated material, the greater the amount of points to be granted.

[0059] The privilege determination unit 133 determines a privilege to be granted to a user who posted a material such that the greater the extent to which the material is used in the generated content, the higher the value of the privilege granted to the user. As an example, the privilege determination unit 133 determines points to be granted to each user by apportioning predetermined points granted based on the time during which the material associated with the generated content in the content information was used. As an example, the privilege determination unit 133 calculates a ratio of the usage time of each material to the total usage time of the materials associated with the content in the content information, and multiplies the calculated ratio by a predetermined amount of points granted when the content is generated, thereby determining the amount of points to be granted to the user who posted each material.

[0060] By configuring the information processing device 1 to display the expected effect of posting the material, it is expected that the posting of the material will be encouraged more actively. The reception unit 135 receives the posting of the material from the user. As an example, the display control unit 136 displays a posting screen for receiving the posting of the material on the information terminal 3, and the reception unit 135 acquires the material posted on the posting screen. The reception unit 135 stores material information in which the material ID assigned to the received material is associated with the properties of the material in the storage unit 12. Note that the reception unit 135 may receive the properties of the material from the user on the posting screen, or may specify the properties of the material by inputting the received material into a trained model trained to analyze the properties of the material.

[0061] The prediction unit 137 predicts the expected information indicating the likelihood that the material posted by the user will be applied to the content. The expected information may be expressed as a quantitative score, or may be expressed in stages such as "A", "B", "C", etc. As an example, the storage unit 12 stores a expected information prediction model, which is a trained model that has learned using the material and the degree to which the material has been used in the content as teacher data, and is trained to output expected information when the material is input. The prediction unit 137 inputs the received material to the expected information prediction model and specifies the expected information. The display control unit 136 displays the expected information output by the expected information prediction model on the information terminal 3 of the user who posts the material.

[0062] [Processing flow in information processing device 1] Fig. 7 is a flowchart showing the process flow in the information processing device 1. The flowchart shown in Fig. 7 starts from the point in time when a generation request is accepted.

[0063] The generation request acquisition unit 131 acquires a generation request (S01). The generation request includes the user ID of the target user. The material acquisition unit 132 identifies the attributes of the target user (S02). The material acquisition unit 132 refers to the user information stored in the storage unit 12 and acquires the user attributes corresponding to the user ID of the target user. The material acquisition unit 132 identifies the properties of the material corresponding to the user attributes (S03).

[0064] The material acquisition unit 132 acquires materials having the specified properties (S04). The material acquisition unit 132 refers to the storage unit 12, determines which materials to acquire from among the materials having the specified properties, and acquires the determined materials. The generation unit 134 applies the acquired materials to a template to generate video content (S05). The privilege determination unit 133 determines a privilege to be granted to each user who posted the materials used in the generated content (S06). Then, the information processing device 1 ends the process.

[0065] [Effects of information processing device 1] As described above, it is expected that the information processing device 1 will provide users with an incentive to contribute materials that constitute video content.

[0066] Furthermore, this invention will make it possible to contribute to Goal 9 of the United Nations' Sustainable Development Goals (SDGs), which is to "build resilient infrastructure, promote industry, innovation and infrastructure."

[0067] 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 are possible within the scope of the gist of the present invention. For example, all or part of the device can be configured by distributing or integrating functionally or physically in any unit. In addition, new embodiments resulting from any combination of multiple embodiments are also included in the embodiments of the present invention. The effect of the new embodiment resulting from the combination combines the effect of the original embodiment. [Explanation of symbols]

[0068] 1. Information processing device 2. Distribution Server 3. Information terminal 11 Communications Department 12 Storage section 13 Control section 131 Generation request acquisition unit 132 Material Acquisition Department 133 Benefit Decision Department 134 Generation part 135 Reception 136 Display control section 137 Prediction Department

Claims

1. a generation request acquisition unit that acquires a generation request that is a request to generate content that is configured using information posted by a user to a predetermined service as material, the generation request including user identification information of a user who is to view the content; a user information storage unit that stores user information in which user identification information of each of a plurality of users is associated with an attribute of each of the plurality of users; a material information storage unit that stores material information in which material identification information for identifying the material, a property of the material, and user identification information for identifying a user who posted the material are associated with each other; A model storage unit that stores a trained model that is trained to input a user's attributes and output a material property corresponding to the user's attributes; a material acquisition unit that acquires material to be applied to the content to be generated in response to the generation request, the material being associated with the output property by inputting an attribute in user information corresponding to user identification information included in the generation request into the trained model; and a generation unit that generates content using the material acquired by the material acquisition unit; a reward determination unit that, when the content corresponding to the generation request is generated, determines a reward to be granted to a user who has posted a material applied to the content; having a reception unit that receives material submissions from a posting user who is a user who submits the material; a prediction unit that predicts likely information about the material received by the reception unit by inputting the material received by the reception unit into a trained model that has been trained using the posted material and the degree to which the material has been used in content as teacher data, the trained model being trained to output likely information indicating the likelihood of the material being applied to content when the material to be posted is input; Further comprising Information processing device.

2. The content information storage unit stores content information that associates the content generated by the generation unit, a material applied to the content, and user identification information of a user who posted the material, The benefit determination unit refers to the content information and determines a benefit to be given to a user who has posted a material that is associated with the content and that is applied to the content. The information processing device according to claim 1 .

3. The content information further includes a form of a material applied to the generated content, The benefit determination unit determines a benefit to be granted to a user who has posted a material applied to the content, based on a form of the material associated in the content information. The information processing device according to claim 2 .

4. When a plurality of user identification information are associated with the same material in the content information, the benefit determination unit determines the benefit to be granted to the material by apportioning the benefit to the plurality of users indicated by the user identification information associated with the material. The information processing device according to claim 2 .

5. the material acquisition unit acquires a material associated with user identification information in the material information as a material to be applied to the content; The information processing device according to claim 1 .

6. A reception unit for receiving the number of times the generated content has been played, The benefit determination unit determines a benefit to be given to a user who has posted a material applied to the content, based on the number of times the content has been played. The information processing device according to claim 1 .

7. A reception unit is further provided for receiving an evaluation of the generated content, The reward determination unit determines a reward to be given to a user who has posted a material applied to the content, based on an evaluation corresponding to the content. The information processing device according to claim 1 .

8. The user information is further associated with a rank of a user corresponding to the user identification information, the benefit determination unit determines a benefit to be granted to a user based on a rank of the user who has posted a material associated with the content in the user information; The information processing device according to claim 1 .

9. The content information further relates to the extent to which the material was used in the generated content; the reward determination unit determines a reward to be given to the user who posted the material such that the value of the reward to be given to the user increases as the material is used to a greater extent in the generated content; The information processing device according to claim 2 .

10. The computer executes a generation request acquisition step for acquiring a generation request for generating content using information posted by a user on a predetermined service as material, the generation request including user identification information of a user who is to view the content; a material acquisition step of referring to user information storing user information associating user identification information of each of a plurality of users stored in a storage unit with an attribute of each of the plurality of users, material identification information for identifying the material, a property of the material, and user identification information for identifying the user who posted the material, and acquiring material to be applied to content generated in response to the generation request, the material being associated with the property output by inputting an attribute in the user information corresponding to the user identification information included in the generation request into a trained model; a generating step of generating content by applying the material acquired in the material acquiring step; a reward determination step of, when the content corresponding to the generation request is generated, referring to the material information, determining a reward to be granted to a user who has posted the material applied to the content; having A step of accepting a posting of material from a posting user who is a user who posts material; a step of predicting likely information about the material received in the receiving step by inputting the material received in the receiving step into a trained model that has been trained using the posted material and the degree to which the material has been used in the content as training data, the trained model being trained to output likely information indicating the likelihood of the material being applied to the content when the material to be posted is input; Further comprising Information processing methods.

11. On the computer, a generation request acquisition step for acquiring a generation request for generating content using information posted by a user on a predetermined service as a material, the generation request including user identification information of a user who is to view the content; a material acquisition step of referring to user information storing user information associating user identification information of each of a plurality of users stored in a storage unit with an attribute of each of the plurality of users, material identification information for identifying the material, a property of the material, and user identification information for identifying the user who posted the material, and acquiring material to be applied to content generated in response to the generation request, the material being associated with the property output by inputting an attribute in the user information corresponding to the user identification information included in the generation request into a trained model; a generating step of generating content by applying the material acquired in the material acquisition step; a reward determination step of, when the content corresponding to the generation request is generated, referring to the material information, determining a reward to be granted to a user who has posted the material applied to the content; Run the command, A step of accepting a posting of material from a posting user who is a user who posts material; a step of predicting likely information about the material received in the receiving step by inputting the material received in the receiving step into a trained model that has been trained using the posted material and the degree to which the material has been used in the content as training data, the trained model being trained to output likely information indicating the likelihood of the material being applied to the content when the material to be posted is input; Further execute program.

Images