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GUIDEUnderstanding fake news, misinformation & disinformation

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2019 Better Safe Than Sorry: an Adversarial Approach to improve Social Bot Detection Cresci et al. · ACM Web Science Conference · Bots & coordinated campaigns, Detection methods2019 Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media Baly et al. · arXiv · Fact-checking & verification, Platforms, policy & society2019 Beyond News Contents: The Role of Social Context for Fake News Detection Shu et al. · ACM International Conference on Web Search… · Detection methods, Datasets & evaluation2019 Social Media for Political Campaigns: An Examination of Trump's and Clinton's Frame Building and Its Effect on Audience Engagement Sahly et al. · Social Media + Society · Spread & networks, Platforms, policy & society2019 Fighting Misperceptions and Doubting Journalists' Objectivity: A Review of Fact-checking Literature Nieminen & Rapeli · Political Studies Review · Fact-checking & verification, Platforms, policy & society2019 A Study of Misinformation in WhatsApp groups with a focus on the Brazilian Presidential Elections Machado et al. · The Web Conference · Spread & networks, Bots & coordinated campaigns2019 Coordinating a Multi-Platform Disinformation Campaign: Internet Research Agency Activity on Three U.S. Social Media Platforms, 2015 to 2017 Lukito · Political Communication · Bots & coordinated campaigns, Platforms, policy & society2019 Less than you think: Prevalence and predictors of fake news dissemination on Facebook Guess et al. · Science Advances · Spread & networks, Psychology & interventions2019 Fake news on Twitter during the 2016 U.S. presidential election Grinberg et al. · Science · Spread & networks, Platforms, policy & society2019 How Many People Live in Political Bubbles on Social Media? Evidence From Linked Survey and Twitter Data Eady et al. · SAGE Open · Spread & networks, Platforms, policy & society2019 Fake news game confers psychological resistance against online misinformation Roozenbeek & van der Linden · Palgrave Communications · Psychology & interventions, Platforms, policy & society2018 Comparative Studies of Detecting Abusive Language on Twitter Lee et al. · arXiv · Detection methods, Datasets & evaluation2018 The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation Brundage et al. · arXiv · Platforms, policy & society, Deepfakes & multimodal2018 The Web of False Information: Rumors, Fake News, Hoaxes, Clickbait, and Various Other Shenanigans Zannettou et al. · arXiv · Spread & networks, Datasets & evaluation2018 Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls Zannettou et al. · arXiv · Bots & coordinated campaigns, Spread & networks2018 Disinformation Warfare: Understanding State-Sponsored Trolls on Twitter and Their Influence on the Web Zannettou et al. · arXiv · Bots & coordinated campaigns, Platforms, policy & society2018 Studying Fake News via Network Analysis: Detection and Mitigation Shu et al. · Book chapter · Spread & networks, Detection methods2018 Combating Fake News with Interpretable News Feed Algorithms Mohseni & Ragan · arXiv · Spread & networks, Platforms, policy & society2018 Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media ElSherief et al. · ICWSM · Psychology & interventions, Platforms, policy & society2018 Combating Fake News: A Survey on Identification and Mitigation Techniques Sharma et al. · ACM Transactions on Intelligent Systems and… · Detection methods, Datasets & evaluation2018 Anatomy of an online misinformation network Shao et al. · arXiv · Spread & networks, Bots & coordinated campaigns2018 The Science of Fake News Lazer et al. · Science · Platforms, policy & society, Fact-checking & verification2018 Belief in conspiracy theories: Basic principles of an emerging research domain van Prooijen & Douglas · European Journal of Social Psychology · Psychology & interventions, Platforms, policy & society2018 Bots increase exposure to negative and inflammatory content in online social systems Stella et al. · National Academy of Sciences · Bots & coordinated campaigns, Spread & networks