rumor-fake-news-papers
🚨 Rumor, Fake News, Misinformation Papers
Last updated Sep 19, 2025
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Rumor, Fake News, Misinformation Papers
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Overview
Rumor, Fake News, Hoax, Misinformation / Analysis & Detection Papers
Table of Contents (TBU)
- Survey
- Misinformation Analysis
- Feature Extraction and Machine Learning Approaches
- Deep Learning / Graph Neural Network / Network Embedding
- Crowd Signal & Crowdsourcing
- Cascades
- Influence Limitation
- Anomaly Detection
- Data Collection / Analysis Systems
- etc.
- Digital Libraries
ACM DL]() [Xplore]() [SpringerLink]() [arXiv]() [Cornell]()
- Badges
- Conferences
Conference / Journal Papers
Survey
Misinformation Analysis / Social Media Analysis
- Understanding User Profiles on Social Media for Fake News Detection (IEEE MIPR 2018)
XplorePDF[![][dataset]][0]
- Fake news on Twitter during the 2016 U.S. presidential election (Science 2019)
Science - Faking Sandy: Characterizing and Identifying Fake Images on Twitter during Hurricane Sandy (WWW 2013)
ACM DL - Are you Charlie or Ahmed? Cultural pluralism in Charlie Hebdo response on Twitter (ICWSM 2016)
- Fake it till you make it: Fishing for Catfishes (ASONAM 2017)
- The science of fake news (Science 2018)
- Detection and Resolution of Rumours in Social Media: A Survey (Computing Surveys 2018)
Misinformation Detection (Handcrafted Features, Feature Extraction)
- Information Credibility on Twitter (WWW 2011)
ACM DL - Rumor has it: Identifying Misinformation in Microblogs (EMNLP 2011)
ACM DL - Automatic Detection of Rumor on Sina Weibo (MDS 2012)
ACM DL - Prominent Features of Rumor Propagation in Online Social Media (ICDM 2013)
Xplore - Detect Rumors Using Time Series of Social Context Information on Microblogging Websites (CIKM 2015)
ACM DL - False Rumors Detection on Sina Weibo by Propagation Structures (ICDE 2015)
Xplore - Fact-checking Effect on Viral Hoaxes: A Model of Misinformation Spread in Social Networks (WWW 2015)
- Disinformation on the Web: Impact, Characteristics, and Detection of Wikipedia Hoaxes (WWW 2016)
- Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation (ICWSM 2020)
- Can You Verifi This? Studying Uncertainty and Decision-Making About Misinformation Using Visual Analytics (ICWSM 2018)
- Rumor Detection over Varying Time Windows (PLOS ONE 2017)
PLOS ONE - Real-time Rumor Debunking on Twitter (CIKM 2015)
- Beyond News Contents: The Role of Social Context for Fake News Detection (WSDM 2019)
- EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection (KDD 2018)
- Unsupervised Fake News Detection on Social Media: A Generative Approach (AAAI 2019)
- Enquiring Minds: Early Detection of Rumors in Social Media from Enquiry Posts (WWW 2015)
- Homogeneity-Based Transmissive Process to Model True and False News in Social Networks (WSDM 2019)
Propagation & Diffusion Network
- Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning
ACLPDFSlides[![][dataset]]() - Detecting Rumors from Microblogs with Recurrent Neural Networks (IJCAI 2016)
ACM DLPDF - Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate (WSDM 2018)
ACM DLPDF - The Hoaxy Misinformation and Fact-Checking Diffusion Network (ICWSM 2018)
- Detecting Rumors Through Modeling Information Propagation Networks in a Social Media Environment (Trans. on Computational Social Systems 2016)
- Early Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks (AAAI 2018)
- Detect Rumors on Twitter by Promoting Information Campaigns with Generative Adversarial Learning (WWW 2019)
- Rumor Detection on Twitter with Tree-structured Recursive Neural Networks (ACL 2018)
- Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks (AAAI 2020)
Cascades Perspective
- Epidemics and Rumours (Nature 1964)
- The Spread of Behavior in an Online Social Network Experiment (Science 2010)
- Rumor Cascades (ICWSM 2014)
AAAIPDF - The spread of true and false news online (Science 2018)
ScienceVideo - The spreading of misinformation online (PNAS 2016)
ACM DL
Crowd Signal & Crowdsourcing
- A Closer Look at the Self-Correcting Crowd: Examining Corrections in Online Rumors (CSCW 2017)
ACM DLPDF - Fake News Detection in Social Networks via Crowd Signals (WWW 2018)
ACM DLPDF - Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation (WSDM 2018)
ACM DLPDF
Influence Limitation
- Limiting the Spread of Misinformation in Social Networks (WWW 2011)
ACM DLPDF - Containment of Misinformation Spread in Online Social Networks (WebSci 2012)
ACM DL - Monitor Placement to Timely Detect Misinformation in Online Social Networks (ICC 2015)
Xplore - Temporal Influence Blocking: Minimizing the Effect of Misinformation in Social Networks (ICDM 2017)
Xplore
Fact-checking Effect
- Fact-checking Effect on Viral Hoaxes: A Model of Misinformation Spread in Social Networks (WWW 2015)
- Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation (CIKM 2019)
- The Rise of Guardians: Fact-checking URL Recommendation to Combat Fake News (SIGIR 2018)
Anomaly Detection
- CatchSync: Catching Synchronized Behavior in Large Directed Graphs (KDD 2014)
- Ranking Causal Anomalies by Modeling Local Propagations on Networked Systems (ICDM 2017)
Data Collection / Analysis Systems
- TwitterMonitor: Trend Detection over the Twitter Stream (SIGMOD 2010)
ACM DL - CREDBANK: A Large-Scale Social Media Corpus With Associated Credibility Annotations (AAAI 2015)
- Hoaxy: A Platform for Tracking Online Misinformation (WWW 2016)
- "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection (ACL 2017)
- FakeNewsTracker: A Tool for Fake News Collection, Detection, and Visualization (CMOT 2018)
To Be Classified
- .
Dataset
MuMiNby Dan Nielsen and Ryan McConvilleFakeNewsNetby Kai Shu @ ASUTwitter 15/16 (Rumor)by Jing Ma @ CUHK
PLOS ONE 2017by Sejeong Kwon @ KAISTScience 2018Fake News CorpusFake News Challenge- CREDBANK
Influential Groups and Scholars
- Research Groups
- Researchers
Scholar WEB
- WWW '11
- Meeyoung Cha @ KAIST Scholar
- Jing Ma @ CUHK Scholar
- IJCAI '16 -> ACL 17 -> ACL 18
- Soroush Vosoughi @ Dartmouth Scholar
- Sinan Aral @ MIT Scholar
Contribution
- Pull requests Welcome!
References
- sumeetkr/AwesomeFakeNews
- Social Network Analysis Papers
- Stanford Network Analysis Project (SANP) @ Stanford
- Advanced Social Network Analysis @ Seoul National University
- CS224W Analysis of Networks @ Stanford
- Data Mining & Analysis - Google Scholar
- Databases & Information Systems - Google Scholar
