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A novel approach to fake news detection in social networks using genetic algorithm applying machine learning classifiers
15 references·0 citing·44 second hop
A novel approach to fake news detection in social networks using genetic algorithm applying machine learning classifiers (2022)A novel approach to fake news detection i…FakeDetector: Effective Fake News Detection with Deep Diffusive Neural Network (2020)FakeDetector: Effective Fake …Behind the cues: A benchmarking study for fake news detection (2019)Behind the cues: A benchmarki…The science of fake news (2018)The science of fake newsDetection and Resolution of Rumours in Social Media (2018)Detection and Resolution of R…Detecting Fake News in Social Media Networks (2018)Detecting Fake News in Social…Social Media and Fake News in the 2016 Election (2017)Social Media and Fake News in…Fake News Detection on Social Media (2017)Fake News Detection on Social…"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection (2017)"Liar, Liar Pants on Fire": A…The spreading of misinformation online (2016)The spreading of misinformati…Stop Clickbait: Detecting and preventing clickbaits in online news media (2016)Stop Clickbait: Detecting and…Automatic deception detection: Methods for finding fake news (2015)Automatic deception detection…Prominent Features of Rumor Propagation in Online Social Media (2013)Prominent Features of Rumor P…Faking Sandy (2013)Faking SandyWhen Fake News Becomes Real (2012)When Fake News Becomes RealAutomatic detection of rumor on Sina Weibo (2012)Automatic detection of rumor …Twitter adoption and use in mass convergence and emergency events (2009)Microblogging during two natural hazards events (2010)Information credibility on twitter (2011)Novel Visual and Statistical Image Features for Microblogs News Verification (2016)A Convolutional Approach for Misinformation Identification (2017)Combating Fake News (2019)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)Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks (2020)Assessing agreement on classification tasks: the kappa statistic (1996)Twitter under crisis (2010)Detect Rumors Using Time Series of Social Context Information on Microblogging Websites (2015)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)Effective Messages in Vaccine Promotion: A Randomized Trial (2014)Beyond misinformation: Understanding and coping with the “post-truth” era. (2017)The COVID-19 social media infodemic (2020)The echo chamber effect on social media (2021)Affective News and Networked Publics: The Rhythms of News Storytelling on #Egypt (2012)Detecting Deceptive Discussions in Conference Calls (2012)An overview of online fake news: Characterization, detection, and discussion (2019)Science audiences, misinformation, and fake news (2019)Fake news, disinformation and misinformation in social media: a review (2023)Of Conspiracy Theories (1999)Persuasion: Empirical Evidence (2010)Cultural Backlash (2019)Using social and behavioural science to support COVID-19 pandemic response (2020)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Advances in prospect theory: Cumulative representation of uncertainty (1992)EANN (2018)The Psychology of Fake News (2021)Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning (2018)The spread of true and false news online (2018)Fake news on Twitter during the 2016 U.S. presidential election (2019)Systematic Literature Review on the Spread of Health-related Misinformation on Social Media (2019)Computational Social Science (2009)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Communication and Persuasion: Central and Peripheral Routes to Attitude Change (2015)Rumor Detection on Twitter with Tree-structured Recursive Neural Networks (2018)FakeBERT: Fake news detection in social media with a BERT-based deep learning approach (2021)A Survey of Fake News (2020)FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media (2020)
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References

  • 2017Social Media and Fake News in the 2016 Election6,737 cited
  • 2018The science of fake news4,155 cited
  • 2017Fake News Detection on Social Media3,273 cited
  • 2016The spreading of misinformation online2,394 cited
  • 2017"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection1,703 cited
  • 2015Automatic deception detection: Methods for finding fake news994 cited
  • 2013Prominent Features of Rumor Propagation in Online Social Media866 cited
  • 2018Detection and Resolution of Rumours in Social Media805 cited
  • 2012Automatic detection of rumor on Sina Weibo676 cited
  • 2013Faking Sandy573 cited
  • 2016Stop Clickbait: Detecting and preventing clickbaits in online news media368 cited
  • 2018Detecting Fake News in Social Media Networks365 cited
  • 2012When Fake News Becomes Real325 cited
  • 2020FakeDetector: Effective Fake News Detection with Deep Diffusive Neural Network284 cited
  • 2019Behind the cues: A benchmarking study for fake news detection233 cited

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