Reddit communities can be predicted to become hateful or dangerous months in advance using machine learning on changes in user base and discourse topics.
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Observational study of Twitter data shows initial responses and conversation size before a toxic tweet correlate with subsequent toxicity levels via social norms.
citing papers explorer
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To Act or React: Investigating Proactive Strategies For Online Community Moderation
Reddit communities can be predicted to become hateful or dangerous months in advance using machine learning on changes in user base and discourse topics.
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The Power of Social Norms: How Initial Responses to Toxicity Shape Conversations on Twitter
Observational study of Twitter data shows initial responses and conversation size before a toxic tweet correlate with subsequent toxicity levels via social norms.