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GUIDEUnderstanding fake news, misinformation & disinformation

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2019 Influence of fake news in Twitter during the 2016 US presidential election Bovet & Makse · Nature Communications · Spread & networks, Platforms, policy & society2019 The platform governance triangle: conceptualising the informal regulation of online content Gorwa · Internet Policy Review · Platforms, policy & society2019 Predicting the Type and Target of Offensive Posts in Social Media Zampieri et al. · NAACL · Datasets & evaluation, Detection methods2019 Auditing Radicalization Pathways on YouTube Horta Ribeiro et al. · ACM 2020 Conference on Fairness,… · Spread & networks, Platforms, policy & society2019 Characterizing the Use of Images in State-Sponsored Information Warfare Operations by Russian Trolls on Twitter Zannettou et al. · AAAI Conference on Web and Social Media · Bots & coordinated campaigns, Deepfakes & multimodal2019 Arming the public with artificial intelligence to counter social bots Yang et al. · arXiv · Bots & coordinated campaigns, Datasets & evaluation2019 Automatic Detection of Generated Text is Easiest when Humans are Fooled Ippolito et al. · arXiv · LLMs & generative AI, Detection methods2019 GLTR: Statistical Detection and Visualization of Generated Text Gehrmann et al. · arXiv · LLMs & generative AI, Detection methods2019 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 & society