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Live room recommendation method, system, equipment and storage medium

A recommendation method and room technology, applied in the field of Internet live broadcasting, can solve problems such as one-sided similarity measurement and unconsidered viewing conditions, and achieve accurate and effective recommendations and solve the effect of one-sided considerations

Active Publication Date: 2019-11-15
WUHAN DOUYU NETWORK TECH CO LTD
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  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

The disadvantage of this method is that it only considers the viewing users in two rooms, and does not consider the viewing conditions of these users in other rooms, and uses only part of the information, and the similarity measure is relatively one-sided.

Method used

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  • Live room recommendation method, system, equipment and storage medium
  • Live room recommendation method, system, equipment and storage medium
  • Live room recommendation method, system, equipment and storage medium

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Embodiment Construction

[0040] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0041] Glossary:

[0042] Item-based recommendation: The algorithm is used to mine the relationship between recommended items to generate recommendation results. Based on this recommendation idea, the present invention effectively realizes the push between effective live broadcast rooms.

[0043] Similar Live Room: The live room calculated by the algorithm is similar to the live room that the user has recently watched frequently.

[0044] Harry Potter phenomenon: In the recommendation algorithm, popular items will appear in many user recommendation results.

[0045] In the item-based recommendation scheme, there are a) Cosine Distance algorithm (CosineDistance) and b) Ja...

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Abstract

The present invention provides a live broadcast room recommendation method and system. The method comprises: calculating the correlation degree of different live broadcast rooms on the basis of considering the number of live broadcast rooms viewed by different users, and recommending the live broadcast rooms according to the correlation degree of the live broadcast rooms. According to the present invention, the similarity between the live broadcast rooms can be accurately measured so as to accurately and effectively recommend the live broadcast rooms, and the problem that single factors are considered in the similarity measurement caused by the exiting related algorithms in the existing live broadcast room recommendation technical scheme is solved.

Description

technical field [0001] The present invention relates to the technical field of Internet live broadcasting, and more specifically, to a method and system for recommending live broadcasting rooms. Background technique [0002] With the continuous enrichment and complexity of the content on the Internet live broadcast platform today, how to accurately recommend the live broadcast room that current users are interested in is a problem that many Internet live broadcast platforms pay attention to. [0003] In the prior art, big data algorithms can be used to solve the above-mentioned technical problems of live room recommendation. Among the many big data algorithm solutions recommended by live broadcast rooms, a simple and feasible solution is to recommend similar live broadcast rooms to users who have recently watched live broadcast rooms. The difficulty of this solution lies in how to accurately calculate the similarity of live content contained in each live room. sex. [0004...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04N21/466H04N21/442H04N21/45
CPCH04N21/442H04N21/45H04N21/466
Inventor 王璐张文明陈少杰
Owner WUHAN DOUYU NETWORK TECH CO LTD
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