Song recommendation method and device, medium and electronic equipment

A recommendation method and song technology, applied in the fields of electrical digital data processing, instruments, and computing, can solve the problem of low accuracy of music recommendation, improve the accuracy and real-time performance, and solve the delay problem.

Pending Publication Date: 2022-04-19
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
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AI Technical Summary

Problems solved by technology

[0006] The purpose of the present disclosure is to provide a method for recommending songs, a device for recommending songs, a computer-readabl

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  • Song recommendation method and device, medium and electronic equipment
  • Song recommendation method and device, medium and electronic equipment
  • Song recommendation method and device, medium and electronic equipment

Examples

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[0032] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concept of example embodiments to those skilled in the art.

[0033] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details, or other methods, components, means, steps, etc. may be employed. In other instances, well-known methods, ap...

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Abstract

The invention provides a song recommendation method and device, a medium and electronic equipment. The method comprises the following steps: acquiring a song playing set, and segmenting the song playing set to obtain data features; mapping the data features to obtain feature vectors, and encoding the feature vectors to obtain embedded vectors; and determining a recommendation vector corresponding to the embedded vector, and performing similarity calculation on the embedded vector and the recommendation vector to obtain a target song for recommendation. On one hand, the recommendation vector corresponding to the embedded vector is determined, so that the order of magnitude of the recommendation vector is the same as that of the embedded vector, and the problem that unrecorded songs cannot be output due to the fact that the order of magnitude of the recommendation vector is low is solved; and on the other hand, the target song is determined according to the similarity calculation result for recommendation, so that the accuracy and real-time performance of song recommendation are improved, the problem of online delay is solved, and song recommendation requirements in scenes such as a home loudspeaker box are met.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, in particular, to a song recommendation method, a song recommendation device, a computer-readable medium, and electronic equipment. Background technique [0002] In the music recommendation scenario, the music application program recommends songs to the terminal, so as to optimize the user's experience in using the music application program. [0003] Generally, it is possible to use a collaborative filtering algorithm or expand seed songs to determine recommended songs, but because unpopular songs are filtered out, the accuracy of recommended music is low. [0004] In view of this, there is an urgent need in the art to develop a new method and device for song recommendation. [0005] It should be noted that the information disclosed in the above background technology section is only used to enhance the understanding of the technical background of the application, and the...

Claims

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Application Information

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IPC IPC(8): G06F16/635
CPCG06F16/635
Inventor 丁佳晨谭翊章
Owner TENCENT TECH (SHENZHEN) CO LTD
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