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Multimodal fake news detection on social media: a survey of deep learning techniques
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Multimodal fake news detection on social media: a survey of deep learning techniques (2023)Multimodal fake news detection on social …GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media (2020)GCAN: Graph-aware Co-Attentio…FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media (2020)FakeNewsNet: A Data Repositor…MVAE: Multimodal Variational Autoencoder for Fake News Detection (2019)MVAE: Multimodal Variational …Is a Picture Worth a Thousand Words? An Empirical Study of Image Content and Social Media Engagement (2019)Is a Picture Worth a Thousand…Influence of fake news in Twitter during the 2016 US presidential election (2019)Influence of fake news in Twit…dEFEND (2019)dEFENDBeyond News Contents (2019)Beyond News ContentsThe spread of true and false news online (2018)The spread of true and false …Influence of fake news in Twitter during the 2016 US presidential election (2018)Influence of fake news in Twi…EANN (2018)EANNSeparating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter (2017)Separating Facts from Fiction…Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs (2017)Multimodal Fusion with Recurr…Fake News Detection on Social Media (2017)Fake News Detection on Social…CSI (2017)CSI"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection (2017)"Liar, Liar Pants on Fire": A…Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads (2016)Analysing How People Orient t…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)The Psychology of Fake News (2021)Information credibility on twitter (2011)FakeBERT: Fake news detection in social media with a BERT-based deep learning approach (2021)Prominent Features of Rumor Propagation in Online Social Media (2013)Detecting rumors from microblogs with recurrent neural networks (2016)Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities (2019)SpotFake: A Multi-modal Framework for Fake News Detection (2019)The new science of management decision. (1960)Measuring nominal scale agreement among many raters. (1971)Linguistic Inquiry and Word Count (LIWC) (2012)The science of fake news (2018)The COVID-19 social media infodemic (2020)The echo chamber effect on social media (2021)Social Media and Fake News in the 2016 Election (2017)Econometric Models for Count Data with an Application to the Patents-R & D Relationship (1984)The Effect of Word of Mouth on Sales: Online Book Reviews (2006)What Makes Online Content Viral? (2011)Three decades of research on loyalty programs: A literature review and future research agenda (2020)Social media interactions, purchase intention, and behavioural engagement: The mediating role of source and content factors (2021)Online influencer marketing (2022)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Online misinformation about climate change (2020)An overview of online fake news: Characterization, detection, and discussion (2019)A Survey of Fake News (2020)$$\mathsf {SAFE}$$: Similarity-Aware Multi-modal Fake News Detection (2020)A survey on fake news and rumour detection techniques (2019)Fake news, disinformation and misinformation in social media: a review (2023)
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References

  • 2018The spread of true and false news online8,787 cited
  • 2017Fake News Detection on Social Media3,273 cited
  • 2017"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection1,703 cited
  • 2018EANN1,178 cited
  • 2020FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media1,163 cited
  • 2017CSI1,038 cited
  • 2019Influence of fake news in Twitter during the 2016 US presidential election879 cited
  • 2019Is a Picture Worth a Thousand Words? An Empirical Study of Image Content and Social Media Engagement878 cited
  • 2017Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs855 cited
  • 2019MVAE: Multimodal Variational Autoencoder for Fake News Detection839 cited
  • 2016Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads722 cited
  • 2018Influence of fake news in Twitter during the 2016 US presidential election701 cited
  • 2019dEFEND607 cited
  • 2019Beyond News Contents589 cited
  • 2020GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media427 cited

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  • 2017Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter381 cited
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