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Audio anchor recommendation method

A recommendation method and audio technology, applied in the computer field, can solve the problem of insufficient form, and achieve the effect of enriching the recommendation form and improving the accuracy

Pending Publication Date: 2020-06-02
GUANGZHOU LIZHI NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Most of the common recommendations on audio platforms are to directly recommend programs to users, and the forms are not rich enough

Method used

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  • Audio anchor recommendation method
  • Audio anchor recommendation method
  • Audio anchor recommendation method

Examples

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Embodiment 1

[0021] Embodiment one: if figure 1 As shown, this embodiment provides a method for recommending an audio anchor, including the following steps:

[0022] Collect information about anchors and types of anchors that users care about;

[0023] Use the word2vec algorithm to vectorize the anchor type;

[0024] Calculate the similarity between users by using the anchor information and anchor type information that users follow;

[0025] Based on the above calculation results, the collaborative filtering algorithm is used to recommend anchors.

[0026] The audio anchor recommendation method implemented in this implementation combines the anchor type and user attention relationship to design a method for calculating user similarity, and uses the above similar attributes to design an algorithm for recommending anchors to users based on the idea of ​​collaborative filtering.

[0027] The audio anchor recommendation method of this embodiment can be a supplement to recommending programs ...

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Abstract

The invention discloses an audio anchor recommendation method. The method comprises the following steps: collecting anchor information and anchor type information concerned by a user; performing vectorization representation on the anchor type by using a word2vec algorithm; calculating the similarity between the users by utilizing the anchor information and the anchor type information concerned bythe users; based on the calculation result, carrying out anchor recommendation by using a collaborative filtering algorithm. The method can supplement programs recommended to users and enrich recommendation forms.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to an audio anchor recommendation method. Background technique [0002] In related technologies, the data of the audio platform is mostly produced by the anchor, and the content types of the programs produced by the anchor are basically the same. For example, audio anchors that produce children-oriented users mostly produce audio of fairy tales, text readings, and other content. Therefore, recommending suitable anchors to users is also an important part of the audio platform recommendation system. Most of the common recommendations on audio platforms are to directly recommend programs to users, which is not rich enough. Contents of the invention [0003] The purpose of the present invention is to solve one of the problems existing in the existing related technologies at least to a certain extent. Therefore, the purpose of the present invention is to propose an audio anchor rec...

Claims

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Application Information

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IPC IPC(8): G06F16/9536
CPCG06F16/9536
Inventor 杜春河丁宁
Owner GUANGZHOU LIZHI NETWORK TECH CO LTD
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