A social content risk identification method, device and equipment

Abstract

The embodiment of this specification discloses a social content risk identification method, device and equipment. The solution includes: processing the stump-structured machine learning model to expand the feature dimension of the features of the social content data to be identified, and then input the obtained dimensionally expanded features into the deep machine learning model for prediction, so as to identify whether the social content data is risky .

Description

technical field [0001] This specification relates to the technical field of computer software, and in particular to a method, device and equipment for social content risk identification. Background technique [0002] With the rapid development of computer technology and Internet technology, more and more social activities are carried out based on the Internet, including but not limited to forum exchanges, instant messaging, online transactions and other activities. The corpus and other data are collectively referred to as social content here. [0003] In practical applications, some social content is risky and will affect normal users' online experience. In serious cases, it may threaten network security or even real social security, such as violence, terror, or politically-related inappropriate behavior or inappropriate speech. [0004] In the prior art, some keywords are often set based on experience, and risk identification is performed on social content through keyword ...

AI Technical Summary

Problems solved by technology

[0003] In practical applications, some social content is risky, which will affect the normal user's online experience, and may threaten network security or even real social security in serious cases, such as violence, terror, or politically-related inappropriate behavior or inappropriate speech, etc.

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