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Exploiting Multi-domain Visual Information for Fake News Detection
13 references·12 citing·36 second hop
Exploiting Multi-domain Visual Information for Fake News Detection (2019)Exploiting Multi-domain Visual Informatio…MVAE: Multimodal Variational Autoencoder for Fake News Detection (2019)MVAE: Multimodal Variational …Beyond News Contents (2019)Beyond News ContentsEANN (2018)EANNDetection and Resolution of Rumours in Social Media (2018)Detection and Resolution of R…Social Media and Fake News in the 2016 Election (2017)Social Media and Fake News in…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…Novel Visual and Statistical Image Features for Microblogs News Verification (2016)Novel Visual and Statistical …Detecting rumors from microblogs with recurrent neural networks (2016)Detecting rumors from microbl…False rumors detection on Sina Weibo by propagation structures (2015)False rumors detection on Sin…Automatic detection of rumor on Sina Weibo (2012)Automatic detection of rumor …Information credibility on twitter (2011)Information credibility on tw…A Bio‐Informational Theory of Emotional Imagery (1979)A Bio‐Informational Theory of…Bootstrapping Multi-View Representations for Fake News Detection (2023)Bootstrapping Multi-View Repr…Multimodal fake news detection via progressive fusion networks (2022)Multimodal fake news detectio…Deep learning for fake news detection: A comprehensive survey (2022)Deep learning for fake news d…Temporally evolving graph neural network for fake news detection (2021)Temporally evolving graph neu…Multimodal Fusion with Co-Attention Networks for Fake News Detection (2021)Multimodal Fusion with Co-Att…Mining Dual Emotion for Fake News Detection (2021)Mining Dual Emotion for Fake …MDFEND: Multi-domain Fake News Detection (2021)MDFEND: Multi-domain Fake New…Detecting fake news by exploring the consistency of multimodal data (2021)Detecting fake news by explor…CB-Fake: A multimodal deep learning framework for automatic fake news detection using capsule neural network and BERT (2021)CB-Fake: A multimodal deep le…A Comprehensive Review on Fake News Detection With Deep Learning (2021)A Comprehensive Review on Fak…Exploring the Role of Visual Content in Fake News Detection (2020)Exploring the Role of Visual …A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks (2020)A multimodal fake news detect…Thinking; An Introduction to Its Experimental Psychology (1953)Elements of psychology (1974)Emotional processing of fear: Exposure to corrective information. (1986)The Emerging Field of Emotion Regulation: An Integrative Review (1998)Core affect and the psychological construction of emotion. (2003)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)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)Of Conspiracy Theories (1999)Persuasion: Empirical Evidence (2010)Effective Messages in Vaccine Promotion: A Randomized Trial (2014)The science of fake news (2018)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)The Psychology of Fake News (2021)Prominent Features of Rumor Propagation in Online Social Media (2013)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)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)Fake news, disinformation and misinformation in social media: a review (2023)An overview of online fake news: Characterization, detection, and discussion (2019)$$\mathsf {SAFE}$$: Similarity-Aware Multi-modal Fake News Detection (2020)
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References

  • 2017Social Media and Fake News in the 2016 Election6,737 cited
  • 2017Fake News Detection on Social Media3,273 cited
  • 2011Information credibility on twitter2,572 cited
  • 1979A Bio‐Informational Theory of Emotional Imagery1,751 cited
  • 2018EANN1,178 cited
  • 2016Detecting rumors from microblogs with recurrent neural networks1,103 cited
  • 2017Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs855 cited
  • 2019MVAE: Multimodal Variational Autoencoder for Fake News Detection839 cited
  • 2018Detection and Resolution of Rumours in Social Media805 cited
  • 2012Automatic detection of rumor on Sina Weibo676 cited
  • 2015False rumors detection on Sina Weibo by propagation structures617 cited
  • 2019Beyond News Contents589 cited
  • 2016Novel Visual and Statistical Image Features for Microblogs News Verification479 cited

Cited by

  • 2021Multimodal Fusion with Co-Attention Networks for Fake News Detection340 cited
  • 2021Mining Dual Emotion for Fake News Detection302 cited
  • 2021Detecting fake news by exploring the consistency of multimodal data

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300 cited
  • 2021A Comprehensive Review on Fake News Detection With Deep Learning284 cited
  • 2021MDFEND: Multi-domain Fake News Detection265 cited
  • 2020A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks249 cited
  • 2022Multimodal fake news detection via progressive fusion networks242 cited
  • 2022Deep learning for fake news detection: A comprehensive survey186 cited
  • 2021Temporally evolving graph neural network for fake news detection163 cited
  • 2020Exploring the Role of Visual Content in Fake News Detection151 cited
  • 2021CB-Fake: A multimodal deep learning framework for automatic fake news detection using capsule neural network and BERT149 cited
  • 2023Bootstrapping Multi-View Representations for Fake News Detection136 cited