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Video recommendation method and related device

A video recommendation and video technology, applied in the field of information processing, can solve problems such as not fitting users, not considering modal information interaction and communication, and video representation effects not being well suited to videos, etc., to achieve the goal of improving semantic representation Effect

Active Publication Date: 2019-12-24
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, separate training with a single modality does not take into account the information interaction and communication between the modalities. The final video representation effect cannot fit the content of the video well, and the video recommended to the user does not fit well. fit user's interest

Method used

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  • Video recommendation method and related device
  • Video recommendation method and related device
  • Video recommendation method and related device

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Embodiment Construction

[0102] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them.

[0103]The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments described herein can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having", as well as any variations thereof, are intended to cover a non-exclusive inclusion, for example, a process, method, system, product or device comprising a series of steps or mod...

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Abstract

The embodiment of the invention provides a video recommendation method and a related device, which can improve the semantic representation of a video so as to recommend the video which is more suitable for the interest of a user to the user. The method comprises the following steps of determining a target image feature vector; determining a target text feature vector; determining a target audio feature vector; based on the target image feature vector, the target text feature vector and the target audio feature vector, obtaining the semantic representation of the target video through a targetsemantic conversion model, wherein the target semantic conversion model corresponds to the target image feature, the target text feature and the target audio feature; and when the semantic representation of the target video is matched with the interest portrait of the target object, pushing the target video to the target object.

Description

technical field [0001] The present application relates to the field of information processing, and in particular to a video recommendation method and related equipment. Background technique [0002] The Internet era has given birth to the emergence and rapid expansion of videos. With the substantial increase in the amount of video information, users cannot obtain the content they are really interested in when faced with a large number of videos. [0003] In the existing technical solutions, video representations of each single modality are obtained through separate training of video in each single mode such as image, audio, and text, and finally the basic splicing is performed to obtain the final video representation, and then according to the video representation, the user Promoted Videos. [0004] However, separate training with a single modality does not take into account the information interaction and communication between the modalities. The final video representation...

Claims

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Application Information

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IPC IPC(8): G06F16/9535G06F16/735G06F16/783
CPCG06F16/9535G06F16/735G06F16/7844G06F16/7834G06F16/7847
Inventor 屈冰欣郑茂
Owner TENCENT TECH (SHENZHEN) CO LTD
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