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Audio and video type recommendation method and device, equipment, and storage medium

A recommendation method, audio and video technology, applied in the field of artificial intelligence, can solve problems such as not being able to meet user playback needs

Pending Publication Date: 2020-11-13
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

If audio and video files are recommended for users only based on the user's playback history information, the recommended audio and video files may not meet the user's current playback needs
For example, users usually play a lot of soft music, but recommending soft music based on playback history information during the fitness process obviously cannot meet the user's current playback needs

Method used

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  • Audio and video type recommendation method and device, equipment, and storage medium
  • Audio and video type recommendation method and device, equipment, and storage medium
  • Audio and video type recommendation method and device, equipment, and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0027] refer to figure 1 The flow chart of the recommended method for audio and video types is shown, the method mainly includes the following steps:

[0028] Step S102, in response to the user's audio and video file playback request, acquire playback scene features.

[0029] In this embodiment, the user issues an audio and video file playback request for audio and video software, such as a request to start the application software APP, a search request in the APP, a sliding request for audio and video on the APP interface, etc.; In response to the above audio and video file playback request, at least the playback scene feature can be obtained; wherein the playback scene feature includes current time information and / or current location information. Of course, in addition to playing scene features, other features can also be obtained in practical applications, such as the features of users searching for keywords.

[0030] Step S104, input the playback scene features into the ...

Embodiment 2

[0052] The present disclosure provides an apparatus for recommending audio and video types, which is used to implement the method for recommending audio and video types in the foregoing embodiments. refer to image 3 , the device consists of:

[0053] Obtaining module 302, is used for responding to the user's audio and video file play request, obtains playing scene characteristic; Wherein, playing scene characteristic comprises current time information and / or current location information;

[0054] The recommendation module 304 is used to input the playback scene features into the user's audio-video type recommendation model, and after the processing of the audio-video type recommendation model, the output is the audio-video type recommended by the user; wherein, the audio-video type recommendation model is based on user-based A machine learning model obtained by training the corresponding relationship between playback scene features and audio and video types in historical aud...

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Abstract

The invention provides an audio and video type recommendation method and device, equipment and a storage medium, and relates to the technical field of artificial intelligence. The method comprises thesteps: responding to an audio and video file playing request of a user, and obtaining a playing scene feature; wherein the playing scene features comprise current time information and / or current location information; inputting the playing scene features into an audio and video type recommendation model of the user, processing the playing scene features by the audio and video type recommendation model, and outputting an audio and video type recommended by the user, wherein the audio and video type recommendation model is a machine learning model obtained by training based on a corresponding relationship between playing scene features and audio and video types in historical audio and video playing behaviors of the user. According to the method and the device, the current playing requirementof the user on the audio and video types can be better met, and the use experience of the user on audio and video software is improved.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular to an audio and video type recommendation method, device, equipment and storage medium. Background technique [0002] At present, when a user uses audio and video software to play audio and video files, the user needs to find the favorite audio and video files through keyword search, for example, to find the favorite music by searching the name of the song. With the development of software intelligence, audio and video software can recommend audio and video files to users based on the user's playback history information. [0003] However, in different scenarios, users have different playback requirements for audio and video types. For example, in quiet nights, users tend to choose soft and sleep-promoting music, while in the process of fitness, users tend to choose music with a strong sense of rhythm. class of music. If audio and video files are recomm...

Claims

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Application Information

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IPC IPC(8): G06F16/435G06F16/45G06F16/48G06F16/487G06N20/00
CPCG06F16/435G06F16/487G06F16/489G06F16/45G06N20/00
Inventor 尚楚翔
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD
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