Aggressivity Detection on Social Network Comments
Junyi Chen, Shankai Yan, Ka‐Chun Wong · 2017
Verbal aggression and cyberbullying are widely concerned issues in netiquette. In this article, we introduce a text mining system that can detect whether a certain paragraph contains the aggressive sentiment, and demonstrate its performance with different classification models. In addition, it is observed that our system works well on both our manually curated dataset and the de facto dataset. Extensive experiments are conducted to validate the effectiveness of the proposed system and highlight some possible factors that contribute to the robust results.