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False information can be created and spread easily through the web and social media platforms, resulting in widespread real-world impact.
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Netprobe: a fast and scalable system for fraud detection in online auction networks
Shashank Pandit, Duen Horng Chau, Samuel Wang, and Christos Faloutsos · 2007
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Nitin Jindal and Bing Liu · 2008
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Poe’s Law, Group Polarization, and the Epistemology of Online Religious Discourse
Scott F Aikin · 2009
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A conceptual analysis of disinformation
Don Fallis · 2009
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Daron Acemoglu, Asuman Ozdaglar, and Ali ParandehGheibi · 2010
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Oddball: Spotting anomalies in weighted graphs
Leman Akoglu, Mary McGlohon, and Christos Faloutsos · 2010
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World-wide web: The information universe
Tim Berners-Lee, Robert Cailliau, Jean-François Groff, and Bernd Pollermann · 2010
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Twittering the news: The emergence of ambient journalism
Alfred Hermida · 2010
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Twitter under crisis: Can we trust what we RT?
Marcelo Mendoza, Barbara Poblete, and Carlos Castillo · 2010
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When corrections fail: The persistence of political misperceptions
Brendan Nyhan and Jason Reifler · 2010
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Signals: Evolution, learning, and information
Brian Skyrms · 2010
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A study of rumor control strategies on social networks
Rudra M Tripathy, Amitabha Bagchi, and Sameep Mehta · 2010
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Everyone’s an influencer: quantifying influence on twitter
Eytan Bakshy, Jake M Hofman, Winter A Mason, and Duncan J Watts · 2011
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Twitter mood predicts the stock market
Johan Bollen, Huina Mao, and Xiaojun Zeng · 2011
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Limiting the spread of misinformation in social networks
Ceren Budak, Divyakant Agrawal, and Amr El Abbadi · 2011
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Learning to identify review spam
Fangtao Li, Minlie Huang, Yi Yang, and Xiaoyan Zhu · 2011
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Finding deceptive opinion spam by any stretch of the imagination
Myle Ott, Yejin Choi, Claire Cardie, and Jeffrey T Hancock · 2011
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Rumor has it: Identifying misinformation in microblogs
Vahed Qazvinian, Emily Rosengren, Dragomir R Radev, and Qiaozhu Mei · 2011
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Review graph based online store review spammer detection
Guan Wang, Sihong Xie, Bing Liu, and S Yu Philip · 2011
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Why rumors spread so quickly in social networks
Benjamin Doerr, Mahmoud Fouz, and Tobias Friedrich · 2012
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Detecting deceptive opinion spam using human computation
Christopher Harris · 2012
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Spotting fake reviewer groups in consumer reviews
Arjun Mukherjee, Bing Liu, and Natalie Glance · 2012
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Containment of misinformation spread in online social networks
Nam P Nguyen, Guanhua Yan, My T Thai, and Stephan Eidenbenz · 2012
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Review spam detection via temporal pattern discovery
Sihong Xie, Guan Wang, Shuyang Lin, and Philip S Yu · 2012
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Automatic detection of rumor on sina weibo
Fan Yang, Yang Liu, Xiaohui Yu, and Min Yang · 2012
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Opinion fraud detection in online reviews by network effects
Leman Akoglu, Rishi Chandy, and Christos Faloutsos · 2013
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Copycatch: stopping group attacks by spotting lockstep behavior in social networks
Alex Beutel, Wanhong Xu, Venkatesan Guruswami, Christopher Palow, and Christos Faloutsos · 2013
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Faking sandy: characterizing and identifying fake images on twitter during hurricane sandy
Aditi Gupta, Hemank Lamba, Ponnurangam Kumaraguru, and Anupam Joshi · 2013
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Digital wildfires in a hyperconnected world
Lee Howell et al · 2013
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Epidemiological modeling of news and rumors on twitter
Fang Jin, Edward Dougherty, Parang Saraf, Yang Cao, and Naren Ramakrishnan · 2013
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What yelp fake review filter might be doing?
Arjun Mukherjee, Vivek Venkataraman, Bing Liu, and Natalie S Glance · 2013
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Negative deceptive opinion spam
Myle Ott, Claire Cardie, and Jeffrey T Hancock · 2013
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Sir rumor spreading model in the new media age
Laijun Zhao, Hongxin Cui, Xiaoyan Qiu, Xiaoli Wang, and Jiajia Wang · 2013
Cited alongside, same era.
CoBaFi: collaborative bayesian filtering
Alex Beutel, Kenton Murray, Christos Faloutsos, and Alexander J Smola · 2014
Cited alongside, same era.
Can cascades be predicted?
Justin Cheng, Lada Adamic, P Alex Dow, Jon Michael Kleinberg, and Jure Leskovec · 2014
Cited alongside, same era.
A functional analysis of disinformation
Don Fallis · 2014
Cited alongside, same era.
Rumor cascades
Adrien Friggeri, Lada A Adamic, Dean Eckles, and Justin Cheng · 2014
Cited alongside, same era.
Inferring strange behavior from connectivity pattern in social networks
Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, and Shiqiang Yang · 2014
Cited alongside, same era.
Fake news or truth? using satirical cues to detect potentially misleading news
Victoria L Rubin, Niall J Conroy, Yimin Chen, and Sarah Cornwell · 2016
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Edgecentric: Anomaly detection in edge-attributed networks
Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Gunnemann, Disha Makhija, Mohit Kumar, and Christos Faloutsos · 2016
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Hoaxy: A platform for tracking online misinformation
Chengcheng Shao, Giovanni Luca Ciampaglia, Alessandro Flammini, and Filippo Menczer · 2016
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This analysis shows how viral fake election news stories outperformed real news on facebook
Craig Silverman · 2016
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Fake news: How a partying macedonian teen earns thousands publishing lies
Alexander Smith and Vladimit Banic · 2016
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The darpa twitter bot challenge
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Towards a general rule for identifying deceptive opinion spam
Jiwei Li, Myle Ott, Claire Cardie, and Eduard Hovy · 2014
Cited alongside, same era.
Towards online review spam detection
Yuming Lin, Tao Zhu, Xiaoling Wang, Jingwei Zhang, and Aoying Zhou · 2014
Cited alongside, same era.
The menace of unreality: How the Kremlin weaponizes information, culture and money
Peter Pomerantsev and Michael Weiss · 2014
Cited alongside, same era.
Rumors, false flags, and digital vigilantes: Misinformation on twitter after the 2013 boston marathon bombing
Kate Starbird, Jim Maddock, Mania Orand, Peg Achterman, and Robert M Mason · 2014
Cited alongside, same era.
Uncovering social network sybils in the wild
Zhi Yang, Christo Wilson, Xiao Wang, Tingting Gao, Ben Y Zhao, and Yafei Dai · 2014
Cited alongside, same era.
Antisocial behavior in online discussion communities
Justin Cheng, Cristian Danescu-Niculescu-Mizil, and Jure Leskovec · 2015
Cited alongside, same era.
VS Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan, Aram Galstyan, Kristina Lerman, Linhong Zhu, Emilio Ferrara, Alessandro Flammini, and Filippo Menczer · 2016
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Temporal opinion spam detection by multivariate indicative signals
Junting Ye, Santhosh Kumar, and Leman Akoglu · 2016
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Rumors at the speed of light? modeling the rate of rumor transmission during crisis
Li Zeng, Kate Starbird, and Emma S Spiro · 2016
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Analysing how people orient to and spread rumours in social media by looking at conversational threads
Arkaitz Zubiaga, Maria Liakata, Rob Procter, Geraldine Wong Sak Hoi, and Peter Tolmie · 2016
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Social media and fake news in the 2016 election
Hunt Allcott and Matthew Gentzkow · 2017
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The nature and origins of misperceptions: Understanding false and unsupported beliefs about politics
DJ Flynn, Brendan Nyhan, and Jason Reifler · 2017
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Balancing opposing views to reduce controversy
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, and Michael Mathioudakis · 2017
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This just in: Fake news packs a lot in title, uses simpler, repetitive content in text body, more similar to satire than real news
Benjamin D. Horne and Sibel Adali · 2017
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An army of me: Sockpuppets in online discussion communities
Srijan Kumar, Justin Cheng, Jure Leskovec, and VS Subrahmanian · 2017
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Bimodal distribution and co-bursting in review spam detection
Huayi Li, Geli Fei, Shuai Wang, Bing Liu, Weixiang Shao, Arjun Mukherjee, and Jidong Shao · 2017
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A parsimonious language model of social media credibility across disparate events
Tanushree Mitra, Graham P Wright, and Eric Gilbert · 2017
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Alternative narratives of crisis events: Communities and social botnets engaged on social media
A Conrad Nied, Leo Stewart, Emma Spiro, and Kate Starbird · 2017
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Who Falls for Fake News? The Roles of Analytic Thinking, Motivated Reasoning, Political Ideology, and Bullshit Receptivity
Gordon Pennycook and David Rand · 2017
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Automatic detection of fake news
Verónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, and Rada Mihalcea · 2017
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Csi: A hybrid deep model for fake news
Natali Ruchansky, Sungyong Seo, and Yan Liu · 2017
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FLOCK: Combating astroturfing on livestreaming platforms
Neil Shah · 2017
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The many faces of link fraud
Neil Shah, Hemank Lamba, Alex Beutel, and Christos Faloutsos · 2017
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The spread of fake news by social bots
Chengcheng Shao, Giovanni Luca Ciampaglia, Onur Varol, Alessandro Flammini, and Filippo Menczer · 2017
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News use across social media platforms 2017
Elisa Shearer and Jeffrey Gottfried · 2017
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Exploiting tri-relationship for fake news detection
Kai Shu, Suhang Wang, and Huan Liu · 2017
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Fake news detection on social media: A data mining perspective
Kai Shu, Suhang Wang, Amy Sliva, Jiliang Tang, and Huan Liu · 2017
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Examining the alternative media ecosystem through the production of alternative narratives of mass shooting events on twitter
Kate Starbird · 2017
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Predicting human behavior: The next frontiers
VS Subrahmanian and Srijan Kumar · 2017
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Synthesizing obama: learning lip sync from audio
Supasorn Suwajanakorn, Steven M Seitz, and Ira Kemelmacher-Shlizerman · 2017
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Some like it hoax: Automated fake news detection in social networks
Eugenio Tacchini, Gabriele Ballarin, Marco L Della Vedova, Stefano Moret, and Luca de Alfaro · 2017
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Seen a fake news story recently? You’re more likely to believe it next time
David Trilling · 2017
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Inoculating the public against misinformation about climate change
Sander van der Linden, Anthony Leiserowitz, Seth Rosenthal, and Edward Maibach · 2017
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" liar, liar pants on fire": A new benchmark dataset for fake news detection
William Yang Wang · 2017
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Automated crowdturfing attacks and defenses in online review systems
Yuanshun Yao, Bimal Viswanath, Jenna Cryan, Haitao Zheng, and Ben Zhao · 2017
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The web centipede: Understanding how web communities influence each other through the lens of mainstream and alternative news sources
Savvas Zannettou, Tristan Caulfield, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Michael Sirivianos, Gianluca Stringhini, and Jeremy Blackburn · 2017
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Detection and resolution of rumours in social media: A survey
Arkaitz Zubiaga, Ahmet Aker, Kalina Bontcheva, Maria Liakata, and Rob Procter · 2017
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Leveraging the crowd to detect and reduce the spread of fake news and misinformation
Jooyeon Kim, Behzad Tabibian, Alice Oh, Bernhard Schölkopf, and Manuel Gomez-Rodriguez · 2018
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Rev2: Fraudulent user prediction in rating platforms
Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, and VS Subrahamanian · 2018
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The spread of true and false news online
Soroush Vosoughi, Deb Roy, and Sinan Aral · 2018
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