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We present an approach for selecting objectively informative and subjectively helpful annotations to social media posts.
Netflix update: Try this at home
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Exposure to opposing views on social media can increase political polarization
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The science of fake news
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More Americans now say government should take steps to restrict false information online than in 2018
Amy Mitchell and Mason Walker. 2021 · 2018
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The spread of true and false news online
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Letting the crowd steer the algorithm: Laypeople can effectively identify misinformation sources
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Fighting misinformation on social media using crowdsourced judgments of news source quality
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On microtargeting socially divisive ads: A case study of russia-linked ad campaigns on facebook. In Proceedings of the conference on fairness, accountability, and transparency . 140–149
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The misinformation machine
Derek Ruths. 2019 · 2019
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Helping Fact-Checkers Identify False Claims Faster
Henry Silverman. 2019 · 2019
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Republicans far more likely than Democrats to say fact-checkers tend to favor one side
Mason Walker and Jeffrey Gottfried. 2019 · 2019
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Lateral reading and the nature of expertise: Reading less and learning more when evaluating digital information
Sam Wineburg and Sarah McGrew. 2019 · 2019
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Crowdsourcing truthfulness: the impact of judgment scale and assessor bias. In European Conference on Information Retrieval . Springer, 207–214
David La Barbera, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, and Damiano Spina. 2020 · 2020
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Investigating differences in crowdsourced news credibility assessment: Raters, tasks, and expert criteria
Md Momen Bhuiyan, Amy X Zhang, Connie Moon Sehat, and Tanushree Mitra. 2020 · 2020
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Real solutions for fake news? Measuring the effectiveness of general warnings and fact-check tags in reducing belief in false stories on social media
Katherine Clayton, Spencer Blair, Jonathan A Busam, Samuel Forstner, John Glance, Guy Green, Anna Kawata, Akhila Kovvuri, Jonathan Martin, Evan Morgan, et al · 2020
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Facts and myths about misperceptions
The global effectiveness of fact-checking: Evidence from simultaneous experiments in Argentina, Nigeria, South Africa, and the United Kingdom
Ethan Porter and Thomas J Wood. 2021 · 2021
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Informed crowds can effectively identify misinformation
Paul Resnick, Aljohara Alfayez, Jane Im, and Eric Gilbert. 2021 · 2021
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Polis: Scaling Deliberation by Mapping High Dimensional Opinion Spaces
Christopher Small, Michael Bjorkegren, Timo Erkkilä, Lynette Shaw, and Colin Megill. 2021 · 2021
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The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, and Gianluca Demartini. 2021 · 2021
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Brendan Nyhan. 2020 · 2020
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Taking fact-checks literally but not seriously? The effects of journalistic fact-checking on factual beliefs and candidate favorability
Brendan Nyhan, Ethan Porter, Jason Reifler, and Thomas J Wood. 2020 · 2020
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Critics Fear Facebook Fact-Checkers Losing Misinformation Fight
Chris Mills Rodrigo. 2020 · 2020
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Scaling up fact-checking using the wisdom of crowds
Jennifer Allen, Antonio A Arechar, Gordon Pennycook, and David G Rand. 2021 · 2021
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Breaking the social media prism
Chris Bail. 2021 · 2021
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Introducing Birdwatch, a community-based approach to misinformation
Keith Coleman. 2021 · 2021
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Identifying Coordinated Abuse in Community Rating Systems: Evidence from Twitter’s Birdwatch [blog post]
Benjamin Crisman. 2021 · 2021
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Bringing more reliable context to conversations on Twitter
Joanna Geary. 2021 · 2021
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Jonathan Stray. 2021 · 2021
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News consumption across social media in 2021
Mason Walker and Katerina Eva Matsa. 2021 · 2021
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Affective polarization on social media: In-party love among American politicians, greater engagement with out-party hate among ordinary users
Xudong Yu, Magdalena Wojcieszak, and Andreu Casas. 2021 · 2021
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Birds of a feather don’t fact-check each other: Partisanship and the evaluation of news in Twitter’s Birdwatch crowdsourced fact-checking program. In CHI Conference on Human Factors in Computing Systems . 1–19
Jennifer Allen, Cameron Martel, and David G Rand. 2022 · 2022
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How meta is planning for the 2022 US midterms
Nick Clegg. 2022 · 2022
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Helpful Birdwatch notes are now visible to everyone on Twitter in the US
Keith Coleman. 2022 · 2022
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Free speech vs. harmful misinformation: Moral dilemmas in online content moderation
Anastasia Kozyreva, Stefan Herzog, Stephan Lewandowsky, Ralph Hertwig, Philipp Lorenz-Spreen, Mark Leiser, and Jason Reifler. 2022 · 2022
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Bridging-Based Ranking: How Platform Recommendation Systems Might Reduce Division and Strengthen Democracy
Aviv Ovadya. 2022 · 2022
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Political Misinformation and Factual Corrections on the Facebook News Feed: Experimental Evidence
Ethan Porter and Thomas J Wood. 2022 · 2022
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Community-based fact-checking on Twitter’s Birdwatch platform. In Proceedings of the International AAAI Conference on Web and Social Media , Vol. 16. 794–805
Nicolas Pröllochs. 2022 · 2022
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The Role of Alternative Social Media in the News and Information Environment
Galen Stocking, Amy Mitchell, Katerina Eva Matsa, Regina Widjaya, Mark Jurkowitz, Shreenita Ghosh, Aaron Smith, Sarah Naseer, and Christopher St. Aubin. 2022 · 2022
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Americans’ Perspectives on Online Media Warning Labels
Jeremy Straub and Matthew Spradling. 2022 · 2022
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