CN113076436B - VR equipment theme background recommendation method and system - Google Patents
VR equipment theme background recommendation method and system Download PDFInfo
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- CN113076436B CN113076436B CN202110381971.5A CN202110381971A CN113076436B CN 113076436 B CN113076436 B CN 113076436B CN 202110381971 A CN202110381971 A CN 202110381971A CN 113076436 B CN113076436 B CN 113076436B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/53—Querying
- G06F16/535—Filtering based on additional data, e.g. user or group profiles
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/14—Digital output to display device ; Cooperation and interconnection of the display device with other functional units
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
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Abstract
The invention discloses a VR equipment theme background recommendation method and a system, wherein the method comprises the following steps: s1: collecting user behavior data of a sample user in the process of using VR equipment; s2: determining interest labels corresponding to VR resources of interest to a user according to user behavior data; s3: generating a VR theme background according to each interest tag, wherein the VR theme background comprises theme panoramic pictures and derivative recommendation contents; s4: obtaining an interest tag corresponding to the current user, obtaining a corresponding VR theme background according to the interest tag of the current user, changing the background of a theme interface of the VR device into a theme panoramic picture, and displaying derived recommended content on the periphery of an interaction area of the theme interface. The invention can actively change the theme background according to the interest of the user and fully utilize the peripheral blank area of the interaction area.
Description
Technical Field
The invention relates to the technical field of multimedia, in particular to a VR equipment theme background recommendation method and system.
Background
VR (Virtual Reality) refers to Virtual Reality technology, and is a brand new practical technology developed in the 20 th century. The virtual reality technology comprises a computer, electronic information and simulation technology, and the basic implementation mode is that the computer simulates a virtual environment so as to bring the sense of environmental immersion to people.
Currently, a theme interface of the VR device generally displays a panoramic picture set by default, and the panoramic picture is not changed all the time as long as a user does not actively change, but the user may not like the panoramic picture, but does not actively change, so that the panoramic picture is unchanged for a long time and visual fatigue is easy to generate; in addition, the interaction area of the theme interface is only a smaller area, the panoramic characteristics of the VR equipment are not fully utilized, and a traditional planar display mode is still adopted, so that poor user experience is caused.
Disclosure of Invention
The invention aims to provide a VR equipment theme background recommending method and system, which can actively change theme backgrounds according to user interests and fully utilize the peripheral blank areas of an interaction area.
In order to solve the technical problems, the invention adopts a technical scheme that: the VR equipment theme background recommending method comprises the following steps:
s1: collecting user behavior data of a sample user in the process of using VR equipment;
s2: determining interest labels corresponding to VR resources interested by the user according to the user behavior data;
s3: generating a VR theme background according to each interest tag, wherein the VR theme background comprises theme panoramic pictures and derivative recommended content;
s4: obtaining an interest tag corresponding to the current user, obtaining a corresponding VR theme background according to the interest tag of the current user, changing the background of a theme interface of the VR device into a theme panoramic picture, and displaying derived recommended content on the periphery of an interaction area of the theme interface.
Preferably, the VR theme background further includes three-dimensional coordinates, and the step of displaying the derived recommended content on the periphery of the interaction area of the theme interface specifically includes:
and displaying the derived recommended content on the periphery of the interaction area of the theme interface according to the three-dimensional coordinates, so that the derived recommended content is staggered with the interaction area in the view depth.
Preferably, the VR theme background further includes an access link;
the VR device theme background recommendation method further includes:
s5: and when the derivative recommended content is clicked, entering VR resources corresponding to the derivative recommended content according to the access link.
Preferably, the user behavior data includes a user ID, a video category, a video ID, a video name, and a viewing duration.
In order to solve the technical problems, the invention adopts another technical scheme that: the VR equipment theme background recommendation system comprises a data acquisition module, a data analysis module, a theme background generation module and a theme background display module;
the data acquisition module is used for acquiring user behavior data in the process of using the VR equipment by a sample user;
the data analysis module is used for determining interest tags corresponding to VR resources interested by the user according to the user behavior data;
the theme background generation module is used for generating a VR theme background according to each interest tag, wherein the VR theme background comprises a theme panoramic picture and derivative recommended content;
the theme background display module is used for acquiring interest labels corresponding to the current user, acquiring corresponding VR theme backgrounds according to the interest labels of the current user, changing the theme interface background of the VR equipment into theme panoramic pictures, and displaying derived recommended content on the periphery of an interaction area of the theme interface.
Preferably, the VR theme background further includes three-dimensional coordinates, and the theme background display module is specifically configured to display the derived recommended content around the interaction area of the theme interface according to the three-dimensional coordinates, so that the derived recommended content is interlaced with the interaction area in view depth.
Preferably, the VR theme background further includes an access link;
the VR equipment theme background recommendation system further comprises a data access module, wherein the data access module is used for entering VR resources corresponding to the derivative recommended content according to the access link when the derivative recommended content is clicked.
Preferably, the user behavior data includes a user ID, a video category, a video ID, a video name, and a viewing duration.
Unlike the prior art, the invention has the beneficial effects that: through collecting user behavior data, determining interest labels corresponding to VR resources interested by a user according to the user behavior data, and further completing user portraits so as to recommend corresponding VR theme backgrounds; in addition, the panoramic characteristics of the VR device are fully developed, and derivative recommended contents are displayed around the interaction area and at different visual depths, such as: products, activities, advertisements and the like, the theme background can be actively replaced according to the interests of the user, the peripheral area of the interaction area is fully utilized, and the user experience is improved.
Drawings
Fig. 1 is a flowchart of a VR device theme background recommendation method according to an embodiment of the present invention;
fig. 2 is a schematic diagram of a VR device theme background recommendation system according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1, a flowchart of a VR device theme background recommendation method according to an embodiment of the present invention is shown. The VR equipment theme background recommendation method provided by the embodiment of the invention comprises the following steps:
s1: user behavior data is collected during use of the VR device by a sample user.
The user behavior data can comprise information such as video category, video ID, video name, watching duration and the like, the number of sample users can be selected according to actual needs, and the user behavior data can be transmitted to a server side in batches through a wireless network by the VR equipment and stored in a database.
S2: and determining interest labels corresponding to VR resources of interest to the user according to the user behavior data.
The interest tag is obtained by obtaining user behavior data from a database and analyzing the user behavior data, for example, if a VR resource of interest to a user is video, the interest tag is video, and if the VR resource of interest to the user is game, the interest tag is game.
S3: and generating a VR theme background according to each interest tag, wherein the VR theme background comprises theme panoramic pictures and derivative recommended content.
The derived recommended content is content of a product, an activity and the like associated with the interest tag.
S4: obtaining an interest tag corresponding to the current user, obtaining a corresponding VR theme background according to the interest tag of the current user, changing the background of a theme interface of the VR device into a theme panoramic picture, and displaying derived recommended content on the periphery of an interaction area of the theme interface.
The VR resources interested by the current user are obtained through analysis by obtaining recent user behavior data of the current user, and then interest tags corresponding to the current user are obtained. After the VR theme background is obtained, changing the background of the theme interface of the VR device into a theme panoramic picture, and displaying derivative recommended content around an interaction area of the theme interface. The theme interface is an interface of the VR device after being started or is a main interface of the VR device, and the interaction area is an area where a user performs man-machine interaction with the VR device.
In this way, the VR device theme background recommending method according to the embodiment of the present invention analyzes and obtains the interest tag according to the user behavior data, and provides the corresponding theme panoramic picture for the user, so that the theme background can be actively replaced according to the user interest, the user experience is improved, in addition, the panoramic view of the VR device is fully utilized, the derived recommended content is added around the interactive area of the theme interface, the display of the theme interface is not blocked, the derived recommended content can be presented, and therefore, the peripheral blank area of the interactive area can be fully utilized, the user is attracted to click and browse, and the operation and popularization modes are expanded.
In this embodiment, the VR theme background further includes three-dimensional coordinates, and the step of displaying the derived recommended content on the periphery of the interaction area of the theme interface includes:
and displaying the derived recommended content on the periphery of the interaction area of the theme interface according to the three-dimensional coordinates, so that the derived recommended content is staggered with the interaction area in the visual field depth.
In this way, in the visual field depth of the VR device, the derivative recommended content and the interaction area form visual difference, so that the user is more easily attracted to click and browse the derivative recommended content.
Further, in order to facilitate the user to browse the derived recommended content, in this embodiment, the VR theme background further includes an access link;
the VR device theme background recommendation method further includes:
s5: and when the derivative recommended content is clicked, entering VR resources corresponding to the derivative recommended content according to the access link.
Referring to fig. 2, a schematic diagram of a VR device theme background recommendation system according to an embodiment of the present invention is shown. The VR equipment theme background recommendation system provided by the embodiment of the invention comprises a data acquisition module 1, a data analysis module 2, a theme background generation module 3 and a theme background display module 4.
The data acquisition module 1 is used for acquiring user behavior data in the process of using the VR device by a sample user. The user behavior data can comprise information such as video category, video ID, video name, watching duration and the like, the number of sample users can be selected according to actual needs, and the user behavior data can be transmitted to a server side in batches through a wireless network by the VR equipment and stored in a database.
The data analysis module 2 is used for determining interest tags corresponding to VR resources interested by the user according to the user behavior data. The interest tag is obtained by obtaining user behavior data from a database and analyzing the user behavior data, for example, if a VR resource of interest to a user is video, the interest tag is video, and if the VR resource of interest to the user is game, the interest tag is game.
The theme background generation module 3 is configured to generate a VR theme background according to each interest tag, where the VR theme background includes a theme panorama and derived recommended content. The derived recommended content is content of a product, an activity and the like associated with the interest tag.
The theme background display module 4 is configured to obtain an interest tag corresponding to the current user, obtain a corresponding VR theme background according to the interest tag of the current user, change the background of the theme interface of the VR device into a theme panoramic picture, and display the derived recommended content around the interaction area of the theme interface. The VR resources interested by the current user are obtained through analysis by obtaining recent user behavior data of the current user, and then interest tags corresponding to the current user are obtained. After the VR theme background is obtained, changing the background of the theme interface of the VR device into a theme panoramic picture, and displaying derivative recommended content around an interaction area of the theme interface. The theme interface is an interface of the VR device after being started or is a main interface of the VR device, and the interaction area is an area where a user performs man-machine interaction with the VR device.
The data acquisition module 1 and the theme background display module 4 can be arranged on the VR device, and the data analysis module 2 and the theme background generation module 3 can be arranged on the server.
In this way, the VR device theme background recommendation system in the embodiment of the present invention analyzes and obtains the interest tag according to the user behavior data, and provides the corresponding theme panoramic picture for the user, so that the theme background can be actively replaced according to the user interest, improving the user experience.
In this embodiment, the VR theme background further includes three-dimensional coordinates, and the theme background display module 4 is specifically configured to display the derived recommended content around the interaction area of the theme interface according to the three-dimensional coordinates, so that the derived recommended content is interlaced with the interaction area in the depth of view.
In this way, in the visual field depth of the VR device, the derivative recommended content and the interaction area form visual difference, so that the user is more easily attracted to click and browse the derivative recommended content.
Further, in order to facilitate the user to browse the derived recommended content, in this embodiment, the VR theme background further includes an access link;
the VR device theme background recommendation system further includes a data access module 5, where the data access module 5 is configured to enter VR resources corresponding to the derived recommended content according to the access link when the derived recommended content is clicked. The data access module 5 may also be located at the VR device.
The foregoing description is only illustrative of the present invention and is not intended to limit the scope of the invention, and all equivalent structures or equivalent processes or direct or indirect application in other related technical fields are included in the scope of the present invention.
Claims (7)
1. The VR device theme background recommendation method is characterized by comprising the following steps:
s1: collecting user behavior data of a sample user in the process of using VR equipment;
s2: determining interest labels corresponding to VR resources interested by the user according to the user behavior data;
s3: generating a VR theme background according to each interest tag, wherein the VR theme background comprises theme panoramic pictures and derivative recommended content;
s4: acquiring an interest tag corresponding to a current user, acquiring a corresponding VR theme background according to the interest tag of the current user, changing the background of a theme interface of VR equipment into a theme panoramic picture, and displaying derived recommended content on the periphery of an interaction area of the theme interface;
the VR theme background further includes three-dimensional coordinates, and the step of displaying the derived recommended content on the periphery of the interaction area of the theme interface specifically includes: and displaying the derived recommended content on the periphery of the interaction area of the theme interface according to the three-dimensional coordinates, so that the derived recommended content is staggered with the interaction area in the view depth.
2. The VR device theme background recommendation method of claim 1, wherein the VR theme background further comprises an access link;
the VR device theme background recommendation method further includes:
s5: and when the derivative recommended content is clicked, entering VR resources corresponding to the derivative recommended content according to the access link.
3. The VR device theme background recommendation method of claim 1, wherein the user behavior data comprises a user ID, a video category, a video ID, a video name, a viewing duration.
4. The VR equipment theme background recommendation system is characterized by comprising a data acquisition module, a data analysis module, a theme background generation module and a theme background display module;
the data acquisition module is used for acquiring user behavior data in the process of using the VR equipment by a sample user;
the data analysis module is used for determining interest tags corresponding to VR resources interested by the user according to the user behavior data;
the theme background generation module is used for generating a VR theme background according to each interest tag, wherein the VR theme background comprises a theme panoramic picture and derivative recommended content;
the theme background display module is used for acquiring interest labels corresponding to the current user, acquiring corresponding VR theme backgrounds according to the interest labels of the current user, changing the theme interface background of the VR equipment into theme panoramic pictures, and displaying derived recommended content on the periphery of an interaction area of the theme interface.
5. The VR device theme background recommendation system of claim 4, wherein the VR theme background further includes three-dimensional coordinates, and the theme background display module is specifically configured to display the derived recommended content on a periphery of an interaction area of the theme interface according to the three-dimensional coordinates, so that the derived recommended content is interlaced with the interaction area in a depth of view.
6. The VR device theme background recommendation system of claim 4, wherein the VR theme background further comprises an access link;
the VR equipment theme background recommendation system further comprises a data access module, wherein the data access module is used for entering VR resources corresponding to the derivative recommended content according to the access link when the derivative recommended content is clicked.
7. The VR device theme background recommendation system of claim 4, wherein the user behavior data comprises a user ID, a video category, a video ID, a video name, a viewing duration.
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| CN202110381971.5A CN113076436B (en) | 2021-04-09 | 2021-04-09 | VR equipment theme background recommendation method and system |
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