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Song recommendation method and apparatus

A recommendation method and song technology, applied in the computer field, can solve problems such as low accuracy and difficulty in meeting the individual needs of users, and achieve the effect of high accuracy

Active Publication Date: 2018-04-06
YEELION ONLINE NETWORK TECH BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] To solve this problem, the current solution is based on the collaborative filtering algorithm and collaborative recommendation in the context of big data. This method of song recommendation is not accurate enough to meet the individual needs of users

Method used

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  • Song recommendation method and apparatus
  • Song recommendation method and apparatus

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Embodiment Construction

[0015] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly described below in conjunction with the drawings and embodiments of the embodiments of the present invention.

[0016] When ordinal numerals such as "first" and "second" are mentioned in the embodiments of the present invention, unless they really express the meaning of order according to the context, it should be understood that they are only used for distinction.

[0017] figure 1 It is a flow chart of a method for recommending songs provided by an embodiment of the present invention. The method can be executed by a server of song playing software, and the method includes:

[0018] Step 101, acquiring the historical preference score of each song that the target user has listened to within a preset number of days.

[0019] Wherein, the server may regularly analyze the m...

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Abstract

Embodiments of the present invention relate to a song recommendation method and apparatus. The method comprises: obtaining a historical preference score of each song heard by a target user within a preset number of days; according to the historical preference score of each song heard by the target user within a preset number of days and a song similarity model, determining a first score of each song in a music library, and recommending the song to the target user based on the ranking of the first score of each song in the music library; obtaining a second score of each song in the music library, wherein the second score is a score of a song obtained based on music-playing behaviors of a plurality of users and a user voting algorithm; determining interest tags of the target user according to historical song-searching behavior data of the target user; and recommending the song to the target user based on the ranking of the second score of each song under the interest tags. Thus, according to the method and apparatus provided by the embodiments of the present invention, the accuracy of recommending songs to the user is high, and the personalized needs of the user can be satisfied.

Description

technical field [0001] The invention relates to the field of computers, in particular to a song recommendation method and device. Background technique [0002] In recent years, the global digital entertainment industry has continued to develop, and online music has developed particularly rapidly. China's online music, which started in 2000, is the second largest application on the Internet in China. The number of popular music has increased rapidly, and the cumulative number of songs has exceeded one million. With the popularity of the Internet, the production of songs is becoming more and more convenient, and the number of songs will increase exponentially in the future. At the same time as the massive accumulation of songs, music users also show obvious personalized music preferences. Different users prefer different songs, even the same user will have different music preferences in different periods. How to allow users to find their favorite songs from a large number of...

Claims

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Application Information

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IPC IPC(8): G06F17/30
CPCG06F16/635
Inventor 高玉敏王志鹏
Owner YEELION ONLINE NETWORK TECH BEIJING
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