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Video-centered convergence media content recommendation method and device

A technology of media content and recommendation methods, applied in the Internet field, can solve problems such as limited "bandwidth", poor user experience, and complicated information, and achieve the effect of effective content marketing, generalization ability, and accurate recommendation

Pending Publication Date: 2021-06-22
STARTIMES SOFTWARE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] 1. The association and recommendation based on video and for physical goods is not suitable for the general trend of the development of media content today. It is impossible to dig out more relevant content centered on video. The "bandwidth" of the recommendation process is limited and cannot Form content matrix and network, and recommended "nuclear fission" effect;
[0008] 2. Whether the user experience is improved is debatable, because recommending products based solely on video image matching will likely cause trouble to users, because product information is complicated, and many products are not actually what users want. Frequent recommendations are equivalent to frequent Playing ads that users don't want to watch will bring a very bad experience to users

Method used

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  • Video-centered convergence media content recommendation method and device
  • Video-centered convergence media content recommendation method and device
  • Video-centered convergence media content recommendation method and device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0074] see figure 1 , the present embodiment provides a video-centric content recommendation method for media content, including: integrating multi-format multimedia content databases, aggregating content metadata information to construct a content metadata database; Carry out labeling, and form a fusion media knowledge graph based on content metadata information and tags; capture the entity elements and style elements in the current key frame during video playback in real time, and search out the target element information that the user cares about from the fusion media knowledge graph; according to the target element information Screen out candidate products from the product library and recommend them to users.

[0075] In the video-centric media content recommendation method provided in this embodiment, the basic content warehouse is formed by integrating multi-format multimedia content databases, and then the content metadata information in it is aggregated to construct th...

Embodiment 2

[0176] This embodiment provides a video-centric content recommendation device for converged media, including:

[0177] The aggregation unit is used to integrate multi-format multimedia content databases, and aggregate content metadata information to construct content metadata databases;

[0178] a map unit, configured to label each of the content metadata information in the content metadata database, and form a fusion media knowledge map based on the content metadata information and the tags;

[0179] The retrieval unit is used to capture in real time the entity elements and style elements in the current key frame during video playback, and search out the target element information that the user pays attention to from the fusion media knowledge map;

[0180] The recommending unit is configured to filter out target commodity information from the commodity library according to the target element information, and recommend it to the user.

[0181] Compared with the prior art, th...

Embodiment 3

[0183] This embodiment provides a computer-readable storage medium. A computer program is stored on the computer-readable storage medium. When the computer program is run by a processor, the steps of the above video-centric content recommendation method for converged media are executed.

[0184] Compared with the prior art, the beneficial effect of the computer-readable storage medium provided by this embodiment is the same as that of the video-centric content recommendation method for converged media provided by the above technical solution, and details are not repeated here.

[0185] Those of ordinary skill in the art can understand that all or part of the steps in the above-mentioned inventive method can be completed by instructing related hardware through a program. The above-mentioned program can be stored in a computer-readable storage medium. When the program is executed, it includes: For each step of the method in the above embodiments, the storage medium may be: ROM / RA...

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Abstract

The invention discloses a video-centered convergence media content recommendation method and device, relates to the technical field of Internet, and aims to efficiently spread comprehensive contents in various forms to users through a video media center, analyze and mine entity elements and style elements contained in the video contents through an artificial intelligence means, and improve the user experience. And accurate commodity recommendation for the user is completed by dynamically associating the marketable commodities. The method comprises the following steps: integrating a multi-format multimedia content database, and aggregating content metadata information to construct a content metadata database; labeling each piece of content metadata information in the content meta-database, and forming a fusion media knowledge graph based on the content metadata information and labels; capturing entity elements and style elements in a current key frame in real time when a video is played, and searching target element information concerned by a user from the fusion media knowledge graph; and screening out candidate commodities from a commodity library according to the target element information, and recommending the candidate commodities to the user.

Description

technical field [0001] The present invention relates to the field of Internet technology, in particular to a video-centric content recommendation method and device for converged media. Background technique [0002] Converged media is a form of media that integrates the functions of various media contents, that is, to make full use of the carrier of the Internet, to integrate different media such as radio, television, and newspapers that have both common ground and complementarity, in terms of manpower, content, and publicity. Comprehensive integration of various aspects, to achieve a new type of media that integrates resources, content, publicity, and interests. [0003] An important technical basis for the development of financial media is the Internet. With the continuous development of the hardware technology of terminal devices such as personal computers and mobile phones, more and more people choose to use terminal devices such as personal computers or mobile phones to ...

Claims

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Application Information

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IPC IPC(8): G06F16/435G06F16/45G06F16/48G06Q30/06
CPCG06F16/435G06F16/48G06F16/45G06F16/436G06Q30/0631
Inventor 郑叔亮
Owner STARTIMES SOFTWARE TECH CO LTD
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