JP7030579B2 - Information processing equipment, information processing systems, information processing methods and programs - Google Patents

Description

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

Conventionally, in a system that provides web contents, an operation of acquiring and storing an access log showing a history of users accessing the contents using a terminal device has been performed. Further, by analyzing the stored access log, it is possible to provide content suitable for each user (see, for example, Patent Document 1).

Japanese Unexamined Patent Publication No. 2016-71741

Users who frequently access certain content may see content that has already been viewed many times. As a result, there is a concern that the chances of the user touching the new content will decrease, the feeling of déjà vu and stagnation will increase, and the usage time of the content will decrease.

The present invention has been made in consideration of such circumstances, and provides an information processing device, an information processing system, and a program capable of controlling the display of web contents viewed by a user for each user. That is one of the purposes.

One aspect of the present invention includes an acquisition unit that acquires information on the browsed content browsed by the user, and a generation unit that generates modified content based on the information on the browsed content acquired by the acquisition unit. It is an information processing device provided.

According to one aspect of the present invention, it is possible to control the display of the web content viewed by the user for each user.

It is a figure which shows an example of the structure of the service provision system 1 which concerns on 1st Embodiment. It is a block diagram which shows an example of the functional structure of the terminal apparatus 10 which concerns on 1st Embodiment. It is a block diagram which shows an example of the functional structure of the service providing server 20 which concerns on 1st Embodiment. It is a block diagram which shows an example of the functional structure of the search server 30 which concerns on 1st Embodiment. It is a figure which shows an example of browsing information 70A which concerns on 1st Embodiment. It is a sequence diagram which shows the browsing information collection process which is executed in the service provision system 1 which concerns on 1st Embodiment. It is a figure explaining the detection process of the operation of the moving image content V1 included in the application content P1 which concerns on 1st Embodiment. It is a sequence diagram which shows the search process which is executed in the service provision system 1 which concerns on 1st Embodiment. It is a figure which shows an example of the screen display which provided the "read" tab in the application content which concerns on 1st Embodiment. It is a figure explaining the effect by implementing the measure of the display control of the browsed content by the service provision system 1 which concerns on 1st Embodiment. It is a figure which shows an example of the structure of the service provision system 1A which concerns on 2nd Embodiment.

Hereinafter, some embodiments of the information processing apparatus, the information processing system, the information processing method, and the program of the present invention will be described with reference to the drawings. The information processing apparatus of the present invention manages the browsing history of the web content by the user and controls the display of the web content browsed by the user. For example, the information processing device controls so as not to provide the same user with the web content that has been browsed by the user in the past.

<First Embodiment>
FIG. 1 is a diagram showing an example of the configuration of the service providing system 1 (information processing system) according to the first embodiment. The service providing system 1 includes, for example, one or more terminal devices 10, a service providing server 20 (information processing device), a search server 30, a collection server 40, a browsing information extraction server 50, a traffic management server 60, and the like. A browsing information database 70 is provided. The terminal device 10, the service providing server 20, the search server 30, the collection server 40, the browsing information extraction server 50, the traffic management server 60, and the browsing information database 70 are connected to each other by a network NW. Communicate with each other via this network NW. The network NW includes, for example, WAN (Wide Area Network), LAN (Local Area Network), the Internet, a dedicated line, a wireless base station, a provider, and the like.

The service providing server 20 is referred to as, for example, a web server, an application server, or the like. The service providing server 20 provides contents displayed on the terminal device 10 by a browser or an application program in response to a request from the terminal device 10. The content provided by the service providing server 20 includes, for example, web content referenced by a browser and application content referenced by an application program. Such web content or application content includes content that provides arbitrary information such as search sites and news sites. In the following, the case where the content provided by the service providing server 20 is the application content referred to by the application program and the application content is the content of the search site will be described as an example.

[Terminal device]
The terminal device 10 is operated by a user who uses the search site. The terminal device 10 is, for example, a mobile phone such as a smartphone, a tablet terminal, a PDA (Personal Digital Assistant), or other computer device.

FIG. 2 is a block diagram showing an example of the functional configuration of the terminal device 10. The terminal device 10 includes, for example, a communication unit 11, a display unit 12, a reception unit 13, an application execution unit 14, and a storage unit 15. The communication unit 11 communicates with another device via the network NW. The display unit 12 displays the results of various processes such as the search results of the search site. For example, the display unit 12 is a display or the like. The reception unit 13 receives various operations of the user. For example, the reception unit 13 is a touch panel, operation buttons, and the like. When the display unit 12 is a touch panel compatible display, the display unit 12 may have the function of the reception unit 13.

The application execution unit 14 is realized by, for example, a processor such as a CPU (Central Processing Unit) executing the search application 15A stored in the storage unit 15. The search application 15A is a program that causes the terminal device 10 to display on the display unit 12 of an interface for performing search processing and the like, and to process information input via the interface. The search application 15A may be downloaded from another device via the network NW, or may be pre-installed in the terminal device 10 in advance. The storage unit 15 is realized by, for example, a RAM (Random Access Memory), a ROM (Read Only Memory), a flash memory, an SD card, a register, or the like.

[Service provider server]
FIG. 3 is a block diagram showing an example of the functional configuration of the service providing server 20. The service providing server 20 includes, for example, a communication unit 21, a browsing information acquisition unit 22, and a content generation unit 23. The communication unit 21 communicates with another device via the network NW. The communication unit 21 includes, for example, a communication interface such as a NIC.

The browsing information acquisition unit 22 acquires browsing information associated with the user identification information (hereinafter, user ID) included in the request received from the terminal device 10 from the browsing information database 70 via the communication unit 21. The browsing information is information indicating the browsing history (access history) of the content for each user.

The content generation unit 23 generates application content and transmits it to the terminal device 10 based on the request received from the terminal device 10. For example, the content generation unit 23 sends a request including a search query included in the request received from the terminal device 10 and the browsing information acquired by the browsing information acquisition unit 22 to the search server 30, and the search result is sent to the search server. Receive from 30. The content generation unit 23 generates application content using the received search result, and transmits it to the terminal device 10 via the communication unit 21.

When the search application is launched on the terminal device 10 (when the top content of the search application is displayed), or when a link is clicked in the content of the search application, the request sent by the terminal device 10 includes a search query. It may not be possible. In this case, the content generation unit 23 sends a request that does not include a search query to the search server 30, and receives the search result from the search server 30.

Each functional unit of the service providing server 20 is realized by, for example, a hardware processor such as a CPU (Central Processing Unit) executing a program (software). The service providing server 20 may include a plurality of processors for realizing each functional unit. In addition, some or all of these functional units are hardware such as LSI (Large Scale Integration), ASIC (Application Specific Integrated Circuit), FPGA (Field-Programmable Gate Array), and GPU (Graphics Processing Unit). It may be realized by the circuit part (including circuitry), or it may be realized by the cooperation of software and hardware.

[Search server]
The search server 30 transmits the content information of the search result associated with the search query included in the request received from the service providing server 20 to the service providing server 20. The search server 30 refers to the browsing information included in the request received from the service providing server 20, and generates the content information of the search result. For example, the search server 30 refers to the browsing information and excludes the content already browsed by the user from the content information of the search result.

FIG. 4 is a block diagram showing an example of the functional configuration of the search server 30. The search server 30 includes, for example, a communication unit 31, a search unit 32, a ranking determination unit 33, an exclusion unit 34, and a storage unit 35. The communication unit 31 communicates with the service providing server 20 and the like via the network NW. The communication unit 31 receives a search query or the like from the service providing server 20 via the network NW, and transmits the content information of the search result to the service providing server 20. The communication unit 31 includes, for example, a communication interface such as a NIC.

The storage unit 35 stores, for example, the search data 35A including reference information for referencing the content associated with the search query. The storage unit 35 is realized by, for example, a RAM, a ROM, an HDD (Hard Disk Drive), a flash memory, or a hybrid storage device in which a plurality of these are combined. Further, a part or all of the storage unit 35 may be an external device such as NAS or an external storage server that can be accessed by the search server 30.

The search unit 32 searches for and acquires information on the content associated with the search query included in the request acquired via the communication unit 31 from the search data 35A stored in the storage unit 35. The content information associated with the search query includes, for example, a URL (Uniform Resource Locator) indicating video data of the content, a URL of non-video content, and the like. The video data includes arbitrary videos such as advertising videos, news videos, landscape videos, and animal videos. If the request received from the terminal device 10 does not include a search query, the search unit 32 may search for and acquire information on a predetermined content from the search data 35A stored in the storage unit 35.

The ranking determination unit 33 determines the display order of the content based on the information of the content acquired by the search unit 32. For example, the ranking determination unit 33 determines the display order of the content in consideration of the number of clicks of each content, the click rate (CTR: Click Trough Rate), the usage record such as the customer conversion rate (CVR: Conversion Rate), and the like.

The exclusion unit 34 refers to the browsing information acquired via the communication unit 31, and excludes the content already viewed by the user from the content whose display order is determined by the ranking determination unit 33. The exclusion unit 34 transmits the search result after the exclusion process to the service providing server 20 via the communication unit 31.

Each functional unit of the search server 30 is realized, for example, by executing a program by a hardware processor such as a CPU in a computer. Further, some or all of these components may be realized by hardware (including a circuit unit) such as LSI, ASIC, FPGA, GPU, etc., or may be realized by the cooperation of software and hardware. May be good.

[Browsing information database]
The browsing information database 70 stores, for example, browsing information 70A including information on browsing history of contents for each user. FIG. 5 is a diagram showing an example of browsing information 70A. The browsing information 70A includes, for example, a user ID that identifies the user, a content ID that identifies the content browsed by the user, operation information indicating the user's operation related to viewing the content, and a time when the operation is performed. Includes time information to indicate. The operation information is, for example, information indicating that the playback of the content that is a moving image has started (“starting playback”), information indicating that the playback of the content that is a moving image has been stopped (“playing stop”), and non-video. Includes information (“click”) indicating that the video content has been clicked. In the example shown in FIG. 5, for example, a user whose user ID is “U1” and video content whose content ID is “C1” are “started to be played” in the time information “2018/03/05 12:55:10”. The data is shown.

The browsing information database 70 is realized by, for example, a RAM, a ROM, an HDD, a flash memory, or a hybrid storage device in which a plurality of these are combined.

[Collection server]
The collection server 40 collects various log information including information on the user's operation (behavior) transmitted by the search application executed in the terminal device 10. The log information transmitted from the terminal device 10 is, for example, a user ID of a user who operates the terminal device 10, a content ID of a moving image content whose playback has been started or stopped in the application content displayed on the terminal device 10, and a terminal device. It includes various information such as the content ID of the non-video content clicked in the application content displayed in 10, the operation information indicating the user's operation related to the viewing of the content, and the time information when the operation is performed. The collection server 40 stores the received log information in an internal storage device (not shown).

[Browsing information extraction server]
The browsing information extraction server 50 performs real-time processing (stream processing) for extracting information related to content browsing from the log information collected by the collection server 40. For example, the browsing information extraction server 50 monitors the log information collected by the collecting server 40 in real time, and extracts only desired operation data related to browsing the content. Further, the browsing information extraction server 50 performs a process of processing the extracted operation data into a format suitable for storage in the browsing information database 70. The browsing information extraction server 50 transmits the processed data (hereinafter referred to as browsing data) to the traffic management server 60.

[Traffic Management Server]
The traffic management server 60 manages traffic when storing the browsing data received from the browsing information extraction server 50 in the browsing information database 70. For example, the traffic management server 60 adds the received browsing data to the list (queue) to be stored in the browsing information database 70, and stores it in the browsing information database 70 at predetermined time intervals. Access to the browsing information database 70 for writing a huge amount of browsing data, reading browsing data, and the like occurs. By providing the traffic management server 60 as described above, it is possible to avoid such concentration of access and prevent an increase in the load of the browsing information database 70.

<Browsing information collection process>
Next, the browsing information collection process of the service providing system 1 will be described. FIG. 6 is a sequence diagram showing a browsing information collection process executed in the service providing system 1. In the following, it is assumed that the application content provided by the service providing server 20 is displayed on the display unit 12 of the terminal device 10.

First, the application execution unit 14 of the terminal device 10 detects the occurrence of a predetermined operation based on the user's operation (S101). The predetermined operation is, for example, that the playback of the video content is started in the application content displayed on the display unit 12 of the terminal device 10, the playback of the video content is stopped, and the predetermined link is generated in the application content. Includes the transition to other content by being clicked or tapped.

FIG. 7 is a diagram illustrating an operation detection process of the moving image content V1 included in the application content P1. The application content P1 is content accompanied by vertical scrolling when displayed by the display unit 12 of the terminal device 10. As shown in FIG. 7A, the moving image content V1 is not reproduced while it is not displayed on the display unit 12 of the terminal device 10. On the other hand, as shown in FIG. 7B, the display position by the display unit 12 changes based on the scroll operation in the direction D by the user, and the moving image content V1 is the display unit of the terminal device 10 by a predetermined range. When it is displayed on 12, playback starts. Further, as shown in FIG. 7 (c), when the display position by the display unit 12 changes based on the scroll operation in the direction D by the user and the display range of the moving image content V1 is reduced, playback is performed. It will be stopped. The video content V1 is also stopped when the playback is completed until the end of the video, or when the search application is terminated based on the user's operation.

Next, the application execution unit 14 of the terminal device 10 transmits log information related to the application content displayed on the terminal device 10 to the collection server 40 (S103). The log information includes, for example, a user ID of a user who operates the terminal device 10, a content ID of a moving image content whose playback has started or stopped in the application content displayed on the terminal device 10, and an application content displayed on the terminal device 10. It includes the content ID of the non-video content clicked or tapped in the content, the time information when the operation was performed, and the like.

The browsing information extraction server 50 is an operation indicating information related to content browsing from the log information collected by the collection server 40, that is, a predetermined operation of the user on the application content displayed on the terminal device 10. Performs the process of extracting data. As described above, when the collection server 40 receives the operation data transmitted by the terminal device 10, the browsing information extraction server 50 extracts the operation data in real time (S105).

Next, the browsing information extraction server 50 performs a process of processing the extracted operation data into a format suitable for storage in the browsing information database 70 (S107). The browsing information extraction server 50 transmits the browsing data generated by processing the operation data to the traffic management server 60 (S109).

Next, the traffic management server 60 adds the browsing data received from the browsing information extraction server 50 to the list (queue) to be stored in the browsing information database 70 (S111). Next, the traffic management server 60 performs a process of storing browsing data in the browsing information database 70 at predetermined time intervals (S113), and the browsing information database 70 stores the browsing data (S115). As a result, the browsing information collection process in the service providing system 1 is completed.

<Search process>
Hereinafter, the search process of the service providing system 1 will be described. FIG. 8 is a sequence diagram showing a search process executed in the service providing system 1. In the following, the operation when the search application is started on the terminal device 10 and the top content is displayed will be described.

First, the application execution unit 14 of the terminal device 10 activates the search application based on the user's operation (S201). Next, the application execution unit 14 of the terminal device 10 transmits the user ID included in the login information of the search application to the service providing server 20 (S203).

Next, the browsing information acquisition unit 22 of the service providing server 20 acquires the browsing information associated with the user ID received from the terminal device 10 from the browsing information database 70 (S205). Next, the content generation unit 23 of the service providing server 20 transmits a search request including the browsing information acquired by the browsing information acquisition unit 22 to the search server 30 (S207).

Next, the search unit 32 of the search server 30 searches for at least one content candidate to be displayed in the top content (S209). Next, the order determination unit 33 of the search server 30 determines the display order of the content candidates acquired by the search unit 32 (S211). For example, the ranking determination unit 33 determines the display order of content candidates in consideration of the number of clicks of each content, the usage record of CTR, CVR, and the like.

Next, the exclusion unit 34 of the search server 30 refers to the browsing information, and excludes the content already browsed by the user from the content whose display order is determined by the ranking determination unit 33 (S213). Next, the exclusion unit 34 of the search server 30 transmits the search result including the information of the content for which the exclusion processing has been performed to the service providing server 20 via the communication unit 31 (S215). It should be noted that the content that has been viewed may be excluded by the exclusion unit 34 before the display order is determined by the order determination unit 33.

Next, the service providing server 20 content generation unit 23 generates top content (application content) using the received search results, and transmits the generated application content to the terminal device 10 (S217). Next, the display unit 12 of the terminal device 10 displays the received application content (S219). As a result, the search process in the service providing system 1 is completed.

If the browsing information includes information related to browsing non-video content such as news articles instead of video content, the exclusion unit 34 of the search server 30 may exclude the non-video content. Alternatively, the exclusion unit 34 of the search server 30 may display the non-video content at a lower level in the application content for displaying the content in order, and lower the display order. Further, the exclusion unit 34 of the search server 30 reduces the character size of the text information included in the non-video content, deletes the text information included in the non-video content, and displays only the image information. The display mode may be changed so as to make the viewed content inconspicuous, such as deleting the image included in the image and displaying only the text information.

Further, the exclusion unit 34 of the search server 30 may control the content that has been browsed by the user so as to be displayed as a group in the display area (tab) in the application content. FIG. 9 is a diagram showing an example of a screen display provided with a “read” tab in the application content. In the example shown in FIG. 9, the viewed "video 1" and "article 1" are displayed in the "read" tab in the application content. By providing such a "read" tab, the user can browse the browsed content again.

FIG. 10 is a diagram illustrating the effect of implementing the measure for controlling the display of the browsed content by the service providing system 1 in the first embodiment. As shown in Fig. 10, by implementing this measure, the ratio (%) of the number of unique browsers (UBs) that played two or more types of video content per day increased about three times as much as before the measure. .. In addition, by implementing this measure, the average viewing time (seconds) of video content per day was improved by about 84% compared to before the measure. From this result, it was clarified that by controlling the display of the viewed content, the user can increase the chance of seeing a plurality of video contents and the viewing time of the video content can be increased.

According to the information processing apparatus of the first embodiment described above, the change is made based on the acquisition unit that acquires the information of the browsed content browsed by the user and the information of the browsed content acquired by the acquisition unit. It is possible to control the display of the content viewed in the past by the user for each user by providing the generation unit for generating the created content. In particular, it is possible to reduce the chances of providing the viewed content to users who frequently browse the content.

<2. 2nd Embodiment>
Hereinafter, a second embodiment of the present invention will be described. The service providing system of the second embodiment is different from the first embodiment in that it includes a plurality of service providing servers. Therefore, for the configuration and the like, the drawings and related descriptions described in the first embodiment will be referred to, and detailed description will be omitted.

FIG. 11 is a diagram showing an example of the configuration of the service providing system 1A according to the second embodiment. The service providing system 1A includes a plurality of service providing servers. In the example shown in FIG. 11, the first service providing server 80, the second service providing server 81, and the third service providing server 82 are shown, but four or more service providing servers may be provided.

The first service providing server 80, the second service providing server 81, and the third service providing server 82 are server devices that provide different services, but may provide the same content. For example, the first service providing server 80 is a server device that provides a search service, the second service providing server 81 is a server device that provides a sports information service, and the third service providing server 82 provides a stock price information service. The case of a server device will be described as an example.

For example, video content related to the result of a certain sport may be displayed in the content included in the search site provided by the first service providing server 80. Further, this moving image content may be displayed in the sports result content provided by the second service providing server 81. Further, when the target athlete is an employee belonging to a specific company, this video content may be displayed in accordance with the content of the stock price information of the company provided by the third service providing server 82.

In the service providing system 1A, in consideration of the case where the same content is provided across a plurality of services as described above, the browsing information of the content is shared among the plurality of services. As a result, it is possible to control a user who uses a plurality of services so that the content viewed when using a certain service is not viewed when using another service. The plurality of services may be provided by one company. Further, the plurality of services may be provided by a plurality of affiliated companies.

Further, the plurality of services may be provided by a plurality of different companies. In this case, the company that provides the browsing information of the content may receive consideration such as a usage fee from the company that uses the browsing information. For example, the service providing server of the company that uses the browsing information may transmit the consideration information to the service providing server of the company that provides the browsing information of the content when the browsing information of the content is acquired.

According to the information processing apparatus of the second embodiment described above, the change is made based on the acquisition unit that acquires the information of the browsed content browsed by the user and the information of the browsed content acquired by the acquisition unit. It is possible to control the display of the content viewed in the past by the user for each user by providing the generation unit for generating the created content. Further, by sharing browsing information among a plurality of services, it is possible to control the display of contents across the services.

The browsing information extraction server 50 may set an expiration date for each of the browsing data when performing a process of storing the browsing data in the browsing information database 70. This makes it possible to easily clean the browsing information.

In the above embodiment, an example of controlling the display of the content itself viewed by the user has been described, but the display of other content (related content) related to the viewed content may be controlled. good. For example, the user who browses the content related to a certain heavy snow may be controlled not to display other related contents such as a follow-up report of the same heavy snow. In addition, the display or non-display setting by the user may be accepted for such related contents.

In addition, such content related to each other is grouped, and when the total number of impressions of the content belonging to the same group exceeds a predetermined threshold value, the display of the grouped content is controlled. May be good. Further, even if the content has already been viewed by the user, the content that is expected to be clicked again by the user may be controlled to continue to be displayed.

Although the embodiments for carrying out the present invention have been described above using the embodiments, the present invention is not limited to these embodiments, and various modifications and substitutions are made without departing from the gist of the present invention. Can be added.

1,1A ... Service provision system, 10 ... Terminal device, 11 ... Communication unit, 12 ... Display unit, 13 ... Reception unit, 14 ... App execution unit, 15 ... Storage unit, 20 ... Service provision server, 21 ... Communication unit, 22: Browsing information acquisition unit, 23: Content generation unit, 30: Search server, 31: Communication unit, 32: Search unit, 33: Ranking determination unit, 34: Exclusion unit, 35: Storage unit, 40: Collection server, 50 Browsing information extraction server, 60 Traffic management server, 70 Browsing information database, 80 1st service providing server, 81 2nd service providing server, 82 3rd service providing server, NW network

Claims (14)

An acquisition unit that acquires information on the viewed content viewed by the user,
It is provided with a generation unit that generates changed content based on the information of the viewed content acquired by the acquisition unit.
When the number of impressions of the browsed content acquired by the acquisition unit and the related content associated with the browsed content exceeds a predetermined threshold value, the generation unit obtains information on the browsed content and the related content. Generate content that does not include,
Information processing equipment. The generation unit is content that displays the content in order, and displays the information of the viewed content acquired by the acquisition unit at a lower level than the information of the content that has not been viewed by the user. To generate,
The information processing apparatus according to claim 1. The acquisition unit acquires the identification information of the user included in the request transmitted by the terminal device operated by the user, and acquires the information of the browsed content associated with the acquired identification information of the user. ,
The information processing apparatus according to claim 1 or 2. The generation unit generates content including a display area that displays information of the viewed content acquired by the acquisition unit as a group.
The information processing apparatus according to any one of claims 1 to 3. The information of the viewed content is shared among a plurality of services, and the information is shared among a plurality of services.
The acquisition unit
The identification information of the user included in the request for the first service transmitted by the terminal device operated by the user is acquired.
Acquires the information of the browsed content that is associated with the acquired identification information of the user and that the user has browsed when using the second service.
The information processing apparatus according to any one of claims 1 to 4. When the acquisition unit acquires the information of the browsed content that the user has browsed when using the second service, the acquisition unit transmits the consideration information to another information processing device that provides the second service.
The information processing apparatus according to claim 5. The viewed content is video content.
The information processing apparatus according to any one of claims 1 to 6. The viewed content is non-video content.
The information processing apparatus according to any one of claims 1 to 6. A collection server that collects log information related to content displayed on the terminal device transmitted by the terminal device operated by the user, and a collection server.
From the log information collected by the collection server, operation information indicating the operation of the user on the content displayed on the terminal device is extracted, and browsing information is generated based on the extracted operation information. Browsing information extraction server and
A browsing information database that stores the browsing information generated by the browsing information extraction server, and
The information processing apparatus according to any one of claims 1 to 8.
Information processing system equipped with. A traffic management server that adds the browsing information generated by the browsing information extraction server to a queue and stores the browsing information in the browsing information database at predetermined intervals is further provided.
The information processing system according to claim 9. A search unit that searches for search result candidates based on a search request that includes the browsing information received from the information processing device.
An exclusion unit that excludes the browsed content included in the browsing information from the search result candidates searched by the search unit and transmits it to the information processing apparatus.
Further equipped with a search server,
The information processing system according to claim 9 or 10. The browsing information extraction server sets an expiration date for the browsing information.
The information processing system according to any one of claims 9 to 11. The computer
Get information about the viewed content viewed by the user
Generate modified content based on the acquired information on the viewed content,
It is an information processing method
Generating the content is
When the number of impressions of the acquired viewed content and the related content associated with the viewed content exceeds a predetermined threshold value, the content including the viewed content and the content not including the information of the related content is generated. ,
Information processing method. On the computer
Get the information of the viewed content viewed by the user,
Generate modified content based on the acquired information of the viewed content,
It ’s a program,
Generating the content is
When the number of impressions of the acquired browsed content and related content associated with the browsed content exceeds a predetermined threshold value, it includes generating content that does not include the browsed content and the related content information. ,
program.

Images