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Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements
16 references·2 citing·43 second hop
Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements (2020)Mining Disinformation and Fake News: Conc…Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation (2020)Hierarchical Propagation Netw…Unsupervised Fake News Detection on Social Media: A Generative Approach (2019)Unsupervised Fake News Detect…Release Strategies and the Social Impacts of Language Models (2019)Release Strategies and the So…Misinformation in Social Media (2019)Misinformation in Social MediaFake News (2019)Fake NewsDefending Against Neural Fake News (2019)Defending Against Neural Fake…dEFEND (2019)dEFENDBeyond News Contents (2019)Beyond News ContentsUnderstanding User Profiles on Social Media for Fake News Detection (2018)Understanding User Profiles o…Neural User Response Generator: Fake News Detection with Collective User Intelligence (2018)Neural User Response Generato…EANN (2018)EANNDeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning (2018)DeClarE: Debunking Fake News …A Survey on Natural Language Processing for Fake News Detection (2018)A Survey on Natural Language …Fake News Detection on Social Media (2017)Fake News Detection on Social…Defining “Fake News” (2017)Defining “Fake News”News Verification by Exploiting Conflicting Social Viewpoints in Microblogs (2016)News Verification by Exploiti…Knowledge graph informed fake news classification via heterogeneous representation ensembles (2022)Knowledge graph informed fake…Optimization and improvement of fake news detection using deep learning approaches for societal benefit (2021)Optimization and improvement …Twitter under crisis (2010)Information credibility on twitter (2011)Prominent Features of Rumor Propagation in Online Social Media (2013)Exploiting Context for Rumour Detection in Social Media (2017)The web of false information: Rumors, fake news, hoaxes, clickbait, and various other shenanigans (2019)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)A Survey of Fake News (2020)The Psychology of Fake News (2021)Manufacturing Consent: The Political Economy of the Mass Media. (1989)Mesoamerican writing systems: propaganda, myth, and history in four ancient civilizations (1993)Social Media and Fake News in the 2016 Election (2017)Does Media Literacy Help Identification of Fake News? Information Literacy Helps, but Other Literacies Don’t (2019)Fake news on Twitter during the 2016 U.S. presidential election (2019)Power-Law Distributions in Empirical Data (2009)Power-law distributions in empirical data (2018)A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks (2020)A Comprehensive Review on Fake News Detection With Deep Learning (2021)Mining Dual Emotion for Fake News Detection (2021)When Corrections Fail: The Persistence of Political Misperceptions (2010)Exploiting Multi-domain Visual Information for Fake News Detection (2019)Fake News Detection on Social Media using Geometric Deep Learning (2019)Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities (2019)"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection (2017)The agenda-setting power of fake news: A big data analysis of the online media landscape from 2014 to 2016 (2017)Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking (2017)RoBERTa: A Robustly Optimized BERT Pretraining Approach (2019)A Survey on Automated Fact-Checking (2022)Taxonomy of Risks posed by Language Models (2022)Computational propaganda in the United States of America: Manufacturing consensus online (2017)Cyber-Extremism: Isis and the Power of Social Media (2017)On the Opportunities and Risks of Foundation Models (2021)Academic Integrity considerations of AI Large Language Models in the post-pandemic era: ChatGPT and beyond (2023)Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers (2023)CSI (2017)Combating disinformation in a social media age (2020)Deep learning for misinformation detection on online social networks: a survey and new perspectives (2020)The disaster of misinformation: a review of research in social media (2022)An overview of online fake news: Characterization, detection, and discussion (2019)MVAE: Multimodal Variational Autoencoder for Fake News Detection (2019)GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media (2020)WELFake: Word Embedding Over Linguistic Features for Fake News Detection (2021)
this work references cited by second hop

References

  • 2017Fake News Detection on Social Media3,273 cited
  • 2017Defining “Fake News”2,201 cited
  • 2018EANN1,178 cited
  • 2019dEFEND607 cited
  • 2019Release Strategies and the Social Impacts of Language Models598 cited
  • 2019Beyond News Contents589 cited
  • 2019Defending Against Neural Fake News569 cited
  • 2019Misinformation in Social Media398 cited
  • 2016News Verification by Exploiting Conflicting Social Viewpoints in Microblogs377 cited
  • 2018Understanding User Profiles on Social Media for Fake News Detection369 cited
  • 2018DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning336 cited
  • 2019Unsupervised Fake News Detection on Social Media: A Generative Approach313 cited
  • 2018A Survey on Natural Language Processing for Fake News Detection302 cited
  • 2019Fake News256 cited
  • 2018Neural User Response Generator: Fake News Detection with Collective User Intelligence237 cited
  • 2020Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation215 cited

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Cited by

  • 2021Optimization and improvement of fake news detection using deep learning approaches for societal benefit107 cited
  • 2022Knowledge graph informed fake news classification via heterogeneous representation ensembles97 cited