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A video recommendation method, system and computer-readable storage medium

A video recommendation and computer program technology, applied in computing, instruments, electrical digital data processing, etc., can solve problems such as outdated, unpopular or newly added video recommendations, poor video recommendation effects, prominent system homogeneity problems, etc., to achieve Solve the problem of homogeneity and improve the effect of video recommendation

Active Publication Date: 2022-06-03
TCL CORPORATION
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide a video recommendation method, system, and computer-readable storage medium, aiming to solve the problems existing in existing video recommendation methods that it is difficult to recommend old, unpopular or new videos, and the homogeneity of the system is prominent , the problem of poor video recommendation

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  • A video recommendation method, system and computer-readable storage medium
  • A video recommendation method, system and computer-readable storage medium
  • A video recommendation method, system and computer-readable storage medium

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Embodiment Construction

[0025] Referring to FIG. 1, FIG. 1 is a schematic flowchart of a video recommendation method provided by an embodiment of the present invention. This embodiment

[0034] In this embodiment, the first preset similarity threshold can be set according to actual needs, which is not limited here.

[0039] Wherein, the video library is a video library corresponding to the video platform, and the video library includes various types of videos. inside the video

[0045] The terminal device integrates the similar video lists corresponding to all the videos in the first video list.

[0047] S14: Perform video recommendation for the corresponding user according to the second video recommendation list.

[0051] Referring to FIG. 2, FIG. 2 is a schematic flowchart of a video recommendation method provided by another embodiment of the present invention. the truth

[0053] Specifically, in this embodiment, S21 may include S211-S214.

[0054] S211: Obtain the user's historical behavior data for...

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Abstract

The invention relates to the technical field of information recommendation, and discloses a video recommendation method, system and computer-readable storage medium. The embodiment of the present invention determines the first video recommendation list corresponding to each user according to the user's historical behavior data on videos and the preset collaborative filtering recommendation algorithm; determines the first video recommendation list according to the content label data of each video in the video library. A similar video list corresponding to each video in the video recommendation list; integrating the similar video lists corresponding to all the videos in the first video recommendation list to obtain a second video recommendation list corresponding to each user; according to the second video recommendation The list recommends videos to corresponding users, so that not only can recommend popular videos that users may be interested in, but also recommend unpopular videos or new videos that users may be interested in, which solves the problems existing in existing video recommendation methods. The problem of homogenization is prominent, which improves the video recommendation effect.

Description

A video recommendation method, system and computer-readable storage medium technical field The present invention relates to the technical field of information recommendation, in particular to a kind of video recommendation method, system and computer readable storage medium. Background technique [0002] With the rapid development of Internet technology, network video resources are developing in a spurt-like manner, resulting in information overload. Problems are inevitable. In order to effectively solve the problem of information overload faced by users, video recommendation systems emerge as the times require. Video recommendation department The system is used to actively recommend videos that may be of interest to users without a clear purpose. The core of the recommender system The heart is the recommendation algorithm. The existing recommendation algorithms include: social recommendation algorithm, content-based recommendation algorithm and coordinated filterin...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/9535G06F16/735
CPCG06F16/735G06F16/9535
Inventor 刘辉
Owner TCL CORPORATION