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Target user identification method and device and storage medium

A technology for target users and users, applied in the field of machine learning, can solve the problems of strong manual dependence, omission of high-quality UGC producers, low efficiency and accuracy of producer identification, and achieve the effect of improving efficiency and accuracy

Active Publication Date: 2020-09-01
GUANGZHOU BAIGUOYUAN INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, the method of identifying UGC producers in the related technology is easy to dig out a large number of invalid accounts due to misjudgment of the uploading method of the content, is highly dependent on manual work, and is easy to miss high-quality UGC producers due to the large magnitude. As a result, the efficiency and accuracy of high-quality UGC producer identification are not high

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  • Target user identification method and device and storage medium
  • Target user identification method and device and storage medium
  • Target user identification method and device and storage medium

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Embodiment Construction

[0027] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated.

[0028] figure 1 It is a schematic diagram of a target user identification system according to an exemplary embodiment. The target user identification system includes a platform server 110 , a user terminal 120 and a database 130 .

[0029] The user can enter the platform scene corresponding to the platform server 110 on the user terminal 120, and the user can directly or rely on a third-party platform to upload the user's original content in the platform scene.

[0030] After the user enters the platform scene, the platform server 110 may record the user data of the user in the platform scene as part of the basic information data.

[0031] Among them, the basic info...

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Abstract

The invention discloses a target user identification method and device, and a storage medium. The method comprises the steps of firstly obtaining audio and video contents published by at least one user, inputting each audio and video content into a video index detection model, and determining whether the at least one user is a target user or not according to a detection result output by the model.Through the above scheme, the above scheme is adopted, audio and video contents are input into a video index detection model to screen each user; and the high-quality original producer can be automatically identified and screened as the target user by virtue of the machine learning model when the user magnitude to be detected is relatively large, so that the situation that the target user is missed by virtue of manual labeling is avoided, and the identification efficiency and accuracy of the high-quality UGC producer are improved.

Description

technical field [0001] The present disclosure relates to the technical field of machine learning, and in particular to a method, device and storage medium for target user identification. Background technique [0002] With the increasing development of Internet technology, more and more websites or applications upload audio and video content by users themselves. Such audio and video content uploaded by users themselves can be called User Generated Content (UGC), while Users who upload UGC can be called UGC producers. [0003] As the number of UGC producers continues to increase, how to screen high-quality UGC producers is an urgent problem for service providers of UGC publishing platforms. In related technologies, in order to identify high-quality UGC producers for applications that provide UGC services, the server of the application can first classify the upload source of the content, and then based on the number of times the content is played, the duration of the content, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04H04N17/00G06F16/2458
CPCH04N17/00G06F16/2465G06F2216/03G06V40/161G06V40/172G06V20/40G06N3/045G06F18/22
Inventor 姚苏桁战志恒苏郑博王怡
Owner GUANGZHOU BAIGUOYUAN INFORMATION TECH CO LTD