Are these comments triggering? Predicting triggers of toxicity in online discussions

• المؤلفون الرئيسيون: Almerekhi, Hind, KWAK, Haewoon, SALMINEN, Joni, JANSEN, Bernard J.
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2020
• الموضوعات: Neural networks; Online discussion; Reddit; Toxicity; Trigger detection; Databases and Information Systems; Numerical Analysis and Scientific Computing; Social Media
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/5654; https://ink.library.smu.edu.sg/context/sis_research/article/6657/viewcontent/are_these_comments.pdf
• المؤسسة: Singapore Management University

Understanding the causes or triggers of toxicity adds a new dimension to the prevention of toxic behavior in online discussions. In this research, we define toxicity triggers in online discussions as a non-toxic comment that lead to toxic replies. Then, we build a neural network-based prediction mod...