Detecting and visualizing hate speech in social media: A cyber Watchdog for surveillance

作者：

Highlights：

• Developed browser plugins to visualize hate speech live on Facebook & Twitter.

• Designed proof of concepts for personalized dashboards for Twitter & Instagram.

• Optimized classifiers for Hate Speech with tests on standard datasets.

• Application areas for the tool are discussed.

摘要

•Developed browser plugins to visualize hate speech live on Facebook & Twitter.•Designed proof of concepts for personalized dashboards for Twitter & Instagram.•Optimized classifiers for Hate Speech with tests on standard datasets.•Application areas for the tool are discussed.

论文关键词：Natural language processing,Deep learning,Hate speech,Aggression detection,Text classification,Social media visualization

论文评审过程：Received 24 November 2019, Revised 20 April 2020, Accepted 4 July 2020, Available online 13 July 2020, Version of Record 22 July 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113725