Hate Speech Detection and Online Public Opinion Regulation Using Support Vector Machine Algorithm: Application and Impact on Social Media

Hate Speech Detection and Online Public Opinion Regulation Using Support Vector Machine Algorithm: Application and Impact on Social Media

Detecting hate speech in social media is challenging due to its rarity, high-dimensional complexity, and implicit expression via sarcasm or spelling variations, rendering linear models ineffective. In this study, the SVM (Support Vector Machine) algorithm is used to map text features from low-dimens...

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Bibliographic Details
Main Authors: Siyuan Li, Zhi Li
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Information
Subjects:
hate speech detection
online public opinion regulation
SVM algorithm
social media
Online Access:https://www.mdpi.com/2078-2489/16/5/344
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