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Approaches to Identify Fake News: A Systematic Literature Review
13 references·2 citing·45 second hop
Approaches to Identify Fake News: A Systematic Literature Review (2020)Approaches to Identify Fake News: A Syste…Fighting misinformation on social media using crowdsourced judgments of news source quality (2019)Fighting misinformation on so…The spread of low-credibility content by social bots (2018)The spread of low-credibility…Fake News Detection: A Deep Learning Approach (2018)Fake News Detection: A Deep L…Welcome to the Era of Fake News (2017)Welcome to the Era of Fake Ne…Toward Automated Fact-Checking (2017)Toward Automated Fact-CheckingThis Just In: Fake News Packs A Lot In Title, Uses Simpler, Repetitive Content in Text Body, More Similar To Satire Than Real News (2017)This Just In: Fake News Packs…CSI (2017)CSIAutomatic Detection of Fake News (2017)Automatic Detection of Fake N…News in an online world: The need for an “automatic crap detector” (2015)News in an online world: The …Misleading Online Content (2015)Misleading Online ContentFact Checking: Task definition and dataset construction (2014)Fact Checking: Task definitio…Rumor has it: Identifying Misinformation in Microblogs (2011)Rumor has it: Identifying Mis…The spread of low-credibility content by social botsThe spread of low-credibility…Optimization and improvement of fake news detection using deep learning approaches for societal benefit (2021)Optimization and improvement …Fake news detection: a survey of evaluation datasets (2021)Fake news detection: a survey…Content Analysis: An Introduction to its Methodology. (1984)Manufacturing Consent: The Political Economy of the Mass Media. (1989)Assessing agreement on classification tasks: the kappa statistic (1996)The spreading of misinformation online (2016)Fake News Detection on Social Media (2017)The psychology of curiosity: A review and reinterpretation. (1994)Automatic deception detection: Methods for finding fake news (2015)Deception detection for news: Three types of fakes (2015)Defining “Fake News” (2017)A Survey of Fake News (2020)Social news, citizen journalism and democracy (2009)THE PROMISE OF COMPUTATIONAL JOURNALISM (2011)Algorithmic Accountability Reporting: On the Investigation of Black Boxes (2014)"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection (2017)Fact or Fiction: Verifying Scientific Claims (2020)The Elaboration Likelihood Model of Persuasion (1986)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Exposure to ideologically diverse news and opinion on Facebook (2015)Detection of Online Fake News Using N-Gram Analysis and Machine Learning Techniques (2017)A Stylometric Inquiry into Hyperpartisan and Fake News (2018)A survey on fake news and rumour detection techniques (2019)The Agenda-Setting Function of Mass Media (1972)Information credibility on twitter (2011)Automated Fact Checking: Task formulations, methods and future directions (2018)Sentiment Analysis for Fake News Detection (2021)Lying Words: Predicting Deception from Linguistic Styles (2003)Fake News or Truth? Using Satirical Cues to Detect Potentially Misleading News (2016)News use across social media platforms 2016 (2016)Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities (2019)Fake News Detection Using Machine Learning Ensemble Methods (2020)Social Media and Fake News in the 2016 Election (2017)The science of fake news (2018)The spread of true and false news online (2018)Fake news on Twitter during the 2016 U.S. presidential election (2019)Prevalence of Health Misinformation on Social Media: Systematic Review (2020)Cognitive Reflection and Decision Making (2005)Misinformation and Its Correction (2012)Fighting COVID-19 Misinformation on Social Media: Experimental Evidence for a Scalable Accuracy-Nudge Intervention (2020)Using social and behavioural science to support COVID-19 pandemic response (2020)The Psychology of Fake News (2021)An overview of online fake news: Characterization, detection, and discussion (2019)MVAE: Multimodal Variational Autoencoder for Fake News Detection (2019)Supervised Learning for Fake News Detection (2019)Close Encounters of the AI Kind: Use of AI Influencers As Brand Endorsers (2020)Framework for Managing the COVID-19 Infodemic: Methods and Results of an Online, Crowdsourced WHO Technical Consultation (2020)
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References

  • 2018The spread of low-credibility content by social bots1,123 cited
  • 2017CSI1,038 cited
  • 2019Fighting misinformation on social media using crowdsourced judgments of news source quality946 cited
  • 2011Rumor has it: Identifying Misinformation in Microblogs724 cited
  • 2017This Just In: Fake News Packs A Lot In Title, Uses Simpler, Repetitive Content in Text Body, More Similar To Satire Than Real News714 cited
  • n.d.The spread of low-credibility content by social bots573 cited
  • 2017Automatic Detection of Fake News511 cited
  • 2015Misleading Online Content434 cited
  • 2014Fact Checking: Task definition and dataset construction401 cited
  • 2017Toward Automated Fact-Checking303 cited
  • 2018Fake News Detection: A Deep Learning Approach167 cited
  • 2015News in an online world: The need for an “automatic crap detector”149 cited
  • 2017Welcome to the Era of Fake News142 cited

Cited by

  • 2021Optimization and improvement of fake news detection using deep learning approaches for societal benefit107 cited
  • 2021Fake news detection: a survey of evaluation datasets103 cited

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