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GUIDEUnderstanding fake news, misinformation & disinformation

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2027 Fear Doesn't Go Viral, It Lingers: Spread, Affect, and Discourse of Food-Fear Content on TikTok Shin et al. · The Web Conference · Spread & networks, Platforms, policy & society2026 When Imperfect Automated Fact-Checking Backfires: Social Learning in the Presence of Misinformation Liu & Cao · arXiv · Fact-checking & verification, Platforms, policy & society2026 Algorithmic Intervention Decreases Polarization in Content Moderation Bertani et al. · arXiv · Platforms, policy & society, Spread & networks2026 Where Does Rhetorical Distortion Live? A Multi-Platform, Multi-Language Measurement of Influencer Content Yu et al. · arXiv · Spread & networks, Detection methods2026 New Election, Same Old Story: How Tropes Form a Grammar of Election Rumors Prochaska et al. · arXiv · Spread & networks, Platforms, policy & society2026 From Leniency to Suspicion: How an Open Post-Training Recipe Changes Whom LLM Fact-Checkers Believe AlDahoul & Zaki · arXiv · LLMs & generative AI, Platforms, policy & society2026 Interpretive Variation and Discourse Structure in Detecting Enthymemes in Controversial Political Discourse Pastor & Oostdijk · arXiv · Detection methods, Datasets & evaluation2026 A misinformation playbook sharpens judgement without breeding cynicism Guo et al. · arXiv · Psychology & interventions, Fact-checking & verification2026 Conspiracy and Environment Communities on Reddit Sort Along Different Demographic Axes Sánchez-Cortés et al. · arXiv · Spread & networks, Psychology & interventions2026 AI-Enabled Human Memory Manipulation: Misleading AI-Generated Summaries Distort Human Memory Sim et al. · arXiv · LLMs & generative AI, Psychology & interventions2026 Strategic Opinion Manipulation in Multiplex Networks Ebrahimi & Franceschetti · arXiv · Spread & networks, Platforms, policy & society2026 Two Fault Lines: Latent Polarity Geometry in X Community Notes Andreou & Sirivianos · arXiv · Spread & networks, Platforms, policy & society2026 How neighbourhood ideology shapes misinformation belief in densely tied social networks Karimi et al. · arXiv · Spread & networks, Psychology & interventions2026 Unifying Models of Intergroup Hostility in Online Discourse Gerard et al. · arXiv · Psychology & interventions, Spread & networks2026 A Multi-Branch Feature Fusion Approach for Health Misinformation Detection and Propagation Sikosana et al. · IEEE Access · Detection methods, Psychology & interventions2026 Modeling Duelling Contagions of True and False Information in the Face of Inherent Individual biases Krishna et al. · arXiv · Spread & networks, Psychology & interventions2026 Quantifying Political Partisanship for Cross-Platform Analyses Ameen & Healey · arXiv · Spread & networks, Platforms, policy & society2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News Liu et al. · arXiv · Psychology & interventions, LLMs & generative AI2024 Measuring Political Bias in Large Language Models: What Is Said and How It Is Said Bang et al. · arXiv · LLMs & generative AI, Platforms, policy & society2023 Engagement, User Satisfaction, and the Amplification of Divisive Content on Social Media Mills et al. · arXiv · Spread & networks, Platforms, policy & society2023 Toxicity in ChatGPT: Analyzing Persona-assigned Language Models Deshpande et al. · arXiv · LLMs & generative AI, Platforms, policy & society2022 Right-Wing YouTube: A Supply and Demand Perspective Munger & Phillips · The International Journal of Press/Politics · Spread & networks, Platforms, policy & society2022 The psychological drivers of misinformation belief and its resistance to correction Ecker et al. · Nature Reviews Psychology · Psychology & interventions, Fact-checking & verification2021 Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA Loomba et al. · Nature Human Behaviour · Psychology & interventions, Platforms, policy & society