Short video recommendation method, apparatus, and readable medium

A recommendation method and short video technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve the problem of lack of content organization and recommendation methods, and achieve the effect of meeting viewing needs and improving utilization rates

Active Publication Date: 2018-12-28
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] Current short video applications, such as Douyin, Volcano Video, Kuaishou, and Weishi, are new video viewing platforms with many videos and authors. At present, there is no effective way to organize and recommend content for users from a large number of Select the content of interest from the short video

Method used

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  • Short video recommendation method, apparatus, and readable medium
  • Short video recommendation method, apparatus, and readable medium
  • Short video recommendation method, apparatus, and readable medium

Examples

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Embodiment Construction

[0054] The short video recommendation method, device and readable medium provided by the embodiments of the present invention are used to recommend short videos of interest to users from a large number of short videos.

[0055] The preferred embodiments of the present invention will be described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention, and in the absence of conflict, the present invention The embodiments and the features in the embodiments can be combined with each other.

[0056] In order to facilitate understanding of the present invention, in the technical terms involved in the present invention:

[0057] 1. Embedding embedding, which is used to convert the input data into a vector with a fixed size. By using the short video list watched by the user to train the embedding learni...

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Abstract

The invention discloses a short video recommendation method, a device and a readable medium, belonging to the technical field of video recommendation. In the method and the device provided by the invention, after receiving a short video pull request, a short video sequence composed of a short video list viewed by a user history and a short video list not viewed is obtained. Determining a sequencevector for characterizing a short video feature in the short video sequence according to the short video sequence and the trained short video feature matrix for characterizing all the short video features; according to the sequence vector and the training short video recommendation model, the probability of each short video in the unwatched short video list is determined. According to the probability of each short video, the short video of interest is recommended to the user. By implementing the method, the short video of interest to the user is determined from the mass short video, and the short video is recommended to the user, which not only meets the viewing requirements of the user for the short video, but also improves the utilization rate of the short video application program by the user.

Description

technical field [0001] The present invention relates to the technical field of video recommendation, in particular to a short video recommendation method, device and readable medium. Background technique [0002] Current short video applications, such as Douyin, Volcano Video, Kuaishou, and Weishi, are new video viewing platforms with many videos and authors. At present, there is no effective way to organize and recommend content for users from a large number of Select the content of interest from the short video. [0003] Therefore, how to recommend short videos of interest to users from a large number of short videos has become one of the technical problems to be solved urgently in the prior art. Contents of the invention [0004] Embodiments of the present invention provide a short video recommendation method, device, and readable medium for recommending short videos of interest to users from a large number of short videos. [0005] In the first aspect, the embodiment...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04N21/25H04N21/258H04N21/45H04N21/466G06F17/30
CPCH04N21/251H04N21/25891H04N21/4532H04N21/4668
Inventor 刘龙坡
Owner TENCENT TECH (SHENZHEN) CO LTD
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