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GUIDEUnderstanding fake news, misinformation & disinformation

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2020 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 AI2019 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 Fake News: Fundamental Theories, Detection Strategies and Challenges Zhou et al. · WSDM '19 · Spread & networks, Detection methods2019 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 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 Cognitive attraction and online misinformation Acerbi · Palgrave Communications · Psychology & interventions, Spread & networks2019 Fake news game confers psychological resistance against online misinformation Roozenbeek & van der Linden · Palgrave Communications · Psychology & interventions, Platforms, policy & society2018 Automated identification of media bias in news articles: an interdisciplinary literature review Hamborg et al. · International Journal on Digital Libraries · Detection methods, LLMs & generative AI2018 On the Origins of Memes by Means of Fringe Web Communities Zannettou et al. · IMC 2018 · Spread & networks, Bots & coordinated campaigns2018 Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media ElSherief et al. · ICWSM · Psychology & interventions, Platforms, policy & society2018 Predicting Factuality of Reporting and Bias of News Media Sources Baly et al. · arXiv · Fact-checking & verification, Datasets & evaluation2018 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 The small, disloyal fake news audience: The role of audience availability in fake news consumption Nelson & Taneja · New Media & Society · Spread & networks, Psychology & interventions2018 Exposure to opposing views on social media can increase political polarization Bail et al. · PNAS · Spread & networks, Platforms, policy & society2017 Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter Volkova et al. · ACL 2017 · Detection methods, LLMs & generative AI2017 This Just In: Fake News Packs a Lot in Title, Uses Simpler, Repetitive Content in Text Body, More Similar to Satire than Real News Horne & Adalı · AAAI · Spread & networks, Detection methods2017 Claim Ranking in Political Debates Hassan · EMNLP · Fact-checking & verification, Psychology & interventions2017 A Survey on Hate Speech Detection using Natural Language Processing Schmidt & Wiegand · Fifth International Workshop on Natural… · Detection methods, Datasets & evaluation2017 Inoculating the Public against Misinformation about Climate Change van der Linden et al. · Global Challenges · Psychology & interventions, Platforms, policy & society