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Beyond News Contents: The Role of Social Context for Fake News Detection
16 references·2 citing·41 second hop
Beyond News Contents: The Role of Social Context for Fake News Detection (2017)Beyond News Contents: The Role of Social …CREDBANK: A Large-Scale Social Media Corpus With Associated Credibility Annotations (2021)CREDBANK: A Large-Scale Socia…FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media (2020)FakeNewsNet: A Data Repositor…Understanding User Profiles on Social Media for Fake News Detection (2018)Understanding User Profiles o…Tracing Fake-News Footprints (2018)Tracing Fake-News FootprintsSome Like it Hoax: Automated Fake News Detection in Social Networks (2017)Some Like it Hoax: Automated …"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection (2017)"Liar, Liar Pants on Fire": A…Novel Visual and Statistical Image Features for Microblogs News Verification (2016)Novel Visual and Statistical …News Verification by Exploiting Conflicting Social Viewpoints in Microblogs (2016)News Verification by Exploiti…Echo Chambers on Facebook (2016)Echo Chambers on FacebookDetect Rumors Using Time Series of Social Context Information on Microblogging Websites (2015)Detect Rumors Using Time Seri…Prominent Features of Rumor Propagation in Online Social Media (2013)Prominent Features of Rumor P…Faking Sandy (2013)Faking SandyEvaluating Event Credibility on Twitter (2012)Evaluating Event Credibility …Information credibility on twitter (2011)Information credibility on tw…When Corrections Fail: The Persistence of Political Misperceptions (2010)When Corrections Fail: The Pe…Framing Bias: Media in the Distribution of Power (2007)Framing Bias: Media in the Di…Dual emotion based fake news detection: A deep attention-weight update approach (2023)Dual emotion based fake news …Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository (2020)Ginger Cannot Cure Cancer: Ba…Twitter adoption and use in mass convergence and emergency events (2009)Microblogging during two natural hazards events (2010)A Convolutional Approach for Misinformation Identification (2017)Combating Fake News (2019)Twitter under crisis (2010)Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning (2017)Early Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks (2018)Rumor Detection on Twitter with Tree-structured Recursive Neural Networks (2018)Psychological Aspects of Natural Language Use: Our Words, Our Selves (2002)The Future of Reputation: Gossip, Rumor, and Privacy on the Internet (2007)Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs (2017)Detection and Resolution of Rumours in Social Media (2018)Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks (2020)The elements of computer credibility (1999)"OMG, from here, I can see the flames!" (2009)Social Media, Political Polarization, and Political Disinformation: A Review of the Scientific Literature (2018)Systematic Literature Review on the Spread of Health-related Misinformation on Social Media (2019)A Survey of Fake News (2020)Toward a Theory of Press-State Relations in the United States (1990)Framing: Toward Clarification of a Fractured Paradigm (1993)Comparing Media Systems (2004)A Question of Balance (2008)Managing the Message: The Effects of Firm Actions and Industry Spillovers on Media Coverage Following Wrongdoing (2012)Beyond News Contents (2019)Heuristic versus systematic information processing and the use of source versus message cues in persuasion. (1980)The case for motivated reasoning. (1990)Political conservatism as motivated social cognition. (2003)Misinformation and Its Correction (2012)Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning (2018)Fake News Detection on Social Media (2017)The spread of true and false news online (2018)A survey on fake news and rumour detection techniques (2019)FakeBERT: Fake news detection in social media with a BERT-based deep learning approach (2021)Fake news, disinformation and misinformation in social media: a review (2023)Debunking in a world of tribes (2017)Mapping social dynamics on Facebook: The Brexit debate (2017)False Information on Web and Social Media: A Survey (2018)Exploiting Multi-domain Visual Information for Fake News Detection (2019)$$\mathsf {SAFE}$$: Similarity-Aware Multi-modal Fake News Detection (2020)Cross-modal Ambiguity Learning for Multimodal Fake News Detection (2022)An overview of online fake news: Characterization, detection, and discussion (2019)
this work references cited by second hop

References

  • 2010When Corrections Fail: The Persistence of Political Misperceptions3,173 cited
  • 2011Information credibility on twitter2,572 cited
  • 2007Framing Bias: Media in the Distribution of Power1,779 cited
  • 2017"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection1,703 cited
  • 2020FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media1,163 cited
  • 2013Prominent Features of Rumor Propagation in Online Social Media866 cited
  • 2015Detect Rumors Using Time Series of Social Context Information on Microblogging Websites669 cited
  • 2013Faking Sandy573 cited
  • 2016Novel Visual and Statistical Image Features for Microblogs News Verification479 cited
  • 2016Echo Chambers on Facebook389 cited
  • 2016News Verification by Exploiting Conflicting Social Viewpoints in Microblogs377 cited
  • 2018Understanding User Profiles on Social Media for Fake News Detection369 cited
  • 2017Some Like it Hoax: Automated Fake News Detection in Social Networks297 cited
  • 2018Tracing Fake-News Footprints293 cited
  • 2012Evaluating Event Credibility on Twitter274 cited

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  • 2021CREDBANK: A Large-Scale Social Media Corpus With Associated Credibility Annotations240 cited
  • Cited by

    • 2020Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository129 cited
    • 2023Dual emotion based fake news detection: A deep attention-weight update approach126 cited