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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 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 Friends as Sensors: High-Sensitivity Monitoring of Misinformation and Platform Dynamics via the Friendship Paradox Angermaier et al. · arXiv · Spread & networks, Datasets & evaluation2026 Birds of a Feather Flock Together: Network-Based Detection of Coordinated Disinformation Campaigns on Telegram Tsagkarakis et al. · SECRYPT · Bots & coordinated campaigns, Spread & networks2026 Conspiracy and Environment Communities on Reddit Sort Along Different Demographic Axes Sánchez-Cortés et al. · arXiv · Spread & networks, Psychology & interventions2026 Why Does Misinformation Propagate Faster? An Algorithmic Perspective on X Li & Gao · arXiv · Spread & networks, Platforms, policy & society2026 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 Control-Theoretic Content Moderation Tessa et al. · arXiv · Platforms, policy & society, Spread & networks2026 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 One AI Signal, Many Human Judgments: A Bayesian Cascade Analysis of AI-based Credibility Indicators in Online Information Spread Lu et al. · arXiv · Spread & networks, LLMs & generative AI2026 Social bots weaken activist cohesion Li et al. · arXiv · Bots & coordinated campaigns, Spread & networks2026 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 & society2026 Network Information Enhances Unreliable News Domain Detection Kefler et al. · arXiv · Spread & networks, Detection methods2026 Spectral Analysis of Fake News Propagation Cai & Zafarani · SIAM · Spread & networks, Detection methods2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News Liu et al. · arXiv · Psychology & interventions, LLMs & generative AI2023 The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Vatter et al. · arXiv · Spread & networks, Detection methods2023 The Amplification Paradox in Recommender Systems Ribeiro et al. · ICWSM · Spread & networks, Platforms, policy & society2023 Engagement, User Satisfaction, and the Amplification of Divisive Content on Social Media Mills et al. · arXiv · Spread & networks, Platforms, policy & society