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GUIDEUnderstanding fake news, misinformation & disinformation

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2020 Troll Factories: Manufacturing Specialized Disinformation on Twitter Linvill & Warren · Political Communication · Bots & coordinated campaigns, Platforms, policy & society2020 Fact-checking as risk communication: the multi-layered risk of misinformation in times of COVID-19 Krause et al. · Journal of Risk Research · Fact-checking & verification, Platforms, policy & society2020 A digital media literacy intervention increases discernment between mainstream and false news in the United States and India Guess et al. · PNAS · Psychology & interventions, Platforms, policy & society2020 Cross-Platform State Propaganda: Russian Trolls on Twitter and YouTube during the 2016 U.S. Presidential Election Golovchenko et al. · The International Journal of Press/Politics · Bots & coordinated campaigns, Platforms, policy & society2020 It takes a village to manipulate the media: coordinated link sharing behavior during 2018 and 2019 Italian elections Giglietto et al. · Information, Communication & Society · Bots & coordinated campaigns, Spread & networks2020 Misinformation and Morality: Encountering Fake-News Headlines Makes Them Seem Less Unethical to Publish and Share Effron & Raj · Psychological Science · Psychology & interventions, Spread & networks2020 Assessing the Russian Internet Research Agency's impact on the political attitudes and behaviors of American Twitter users in late 2017 Bail et al. · National Academy of Sciences · Bots & coordinated campaigns, Platforms, policy & society2020 Evaluating the fake news problem at the scale of the information ecosystem Allen et al. · Science Advances · Spread & networks, Platforms, policy & society2020 SAFE: Similarity-Aware Multi-Modal Fake News Detection Zhou et al. · arXiv · Deepfakes & multimodal, Detection methods2020 ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research Zhou et al. · CIKM '20 · Datasets & evaluation, Deepfakes & multimodal2020 A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities Zhou & Zafarani · ACM Computing Surveys · Spread & networks, Detection methods2020 Fake News Early Detection: An Interdisciplinary Study Zhou et al. · ACM · Detection methods, LLMs & generative AI2020 CHECKED: Chinese COVID-19 Fake News Dataset Yang et al. · arXiv · Datasets & evaluation, Detection methods2020 Fake news propagation and detection: A sequential model Papanastasiou · Management Science · Spread & networks, Detection methods2019 The Emergence of Deepfake Technology: A Review Westerlund · Technology Innovation Management Review · Deepfakes & multimodal, Detection methods2019 Deep Learning for Deepfakes Creation and Detection: A Survey Nguyen et al. · arXiv · Deepfakes & multimodal, Detection methods2019 Influence of fake news in Twitter during the 2016 US presidential election Bovet & Makse · Nature Communications · Spread & networks, Platforms, policy & society2019 RoBERTa: A Robustly Optimized BERT Pretraining Approach Liu et al. · arXiv · LLMs & generative AI, Detection methods2019 The platform governance triangle: conceptualising the informal regulation of online content Gorwa · Internet Policy Review · Platforms, policy & society2019 SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media Zampieri et al. · 13th International Workshop on Semantic… · Detection methods, Datasets & evaluation2019 Predicting the Type and Target of Offensive Posts in Social Media Zampieri et al. · NAACL · Datasets & evaluation, Detection methods2019 Learning Hierarchical Discourse-level Structure for Fake News Detection Karimi & Tang · arXiv · Detection methods, LLMs & generative AI2019 Auditing Radicalization Pathways on YouTube Horta Ribeiro et al. · ACM 2020 Conference on Fairness,… · Spread & networks, Platforms, policy & society2019 A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Hanselowski et al. · arXiv · Fact-checking & verification, Datasets & evaluation