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A large body of research work and efforts have been focused on detecting fake news and building online fact-check systems in order to debunk fake news as soon as possible.
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Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze. 2008 · 2008
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Matrix factorization techniques for recommender systems
Yehuda Koren, Robert Bell, and Chris Volinsky. 2009 · 2009
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BPR: Bayesian personalized ranking from implicit feedback. In UAI
Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009 · 2009
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Short and tweet: experiments on recommending content from information streams. In CHI
Jilin Chen, Rowan Nairn, Les Nelson, Michael Bernstein, and Ed Chi. 2010 · 2010
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Time is of the essence: improving recency ranking using twitter data. In WWW
Anlei Dong, Ruiqiang Zhang, Pranam Kolari, Jing Bai, Fernando Diaz, Yi Chang, Zhaohui Zheng, and Hongyuan Zha. 2010 · 2010
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Explicit warnings reduce but do not eliminate the continued influence of misinformation
Ullrich KH Ecker, Stephan Lewandowsky, and David TW Tang. 2010 · 2010
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When corrections fail: The persistence of political misperceptions
Brendan Nyhan and Jason Reifler. 2010 · 2010
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Pass It On?: Retweeting in Mass Emergency. In Proceedings of the 7th International ISCRAM Conference
Kate Starbird and Leysia Palen. 2010 · 2010
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Who Should I Follow? Recommending People in Directed Social Networks.. In ICWSM
Michael J Brzozowski and Daniel M Romero. 2011 · 2011
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Information credibility on twitter. In WWW
Carlos Castillo, Marcelo Mendoza, and Barbara Poblete. 2011 · 2011
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Personalized activity streams: sifting through the river of news. In RecSys
Ido Guy, Inbal Ronen, and Ariel Raviv. 2011 · 2011
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Seven Months with the Devils: A Long-Term Study of Content Polluters on Twitter.. In ICWSM
Kyumin Lee, Brian David Eoff, and James Caverlee. 2011 · 2011
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To see and be seen: Celebrity practice on Twitter
Alice Marwick and Danah Boyd. 2011 · 2011
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Rumor has it: Identifying misinformation in microblogs. In EMNLP
Vahed Qazvinian, Emily Rosengren, Dragomir R Radev, and Qiaozhu Mei. 2011 · 2011
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Collaborative topic modeling for recommending scientific articles. In KDD
Chong Wang and David M Blei. 2011 · 2011
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Collaborative personalized tweet recommendation. In SIGIR
Kailong Chen, Tianqi Chen, Guoqing Zheng, Ou Jin, Enpeng Yao, and Yong Yu. 2012 · 2012
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From chatter to headlines: harnessing the real-time web for personalized news recommendation. In WSDM
Gianmarco De Francisci Morales, Aristides Gionis, and Claudio Lucchese. 2012 · 2012
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Social media usage during disasters and social capital: Twitter and the Great East Japan earthquake
Muneo Kaigo. 2012 · 2012
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Analyzing spammers’ social networks for fun and profit: a case study of cyber criminal ecosystem on twitter. In WWW
Chao Yang, Robert Harkreader, Jialong Zhang, Seungwon Shin, and Guofei Gu. 2012 · 2012
Cited alongside, same era.
Twitter-Based User Modeling for News Recommendations.. In IJCAI
Fabian Abel, Qi Gao, Geert-Jan Houben, and Ke Tao. 2013 · 2013
Cited alongside, same era.
Faking sandy: characterizing and identifying fake images on twitter during hurricane sandy. In WWW
Aditi Gupta, Hemank Lamba, Ponnurangam Kumaraguru, and Anupam Joshi. 2013 · 2013
Cited alongside, same era.
Crowdturfers, Campaigns, and Social Media: Tracking and Revealing Crowdsourced Manipulation of Social Media.. In ICWSM
Kyumin Lee, Prithivi Tamilarasan, and James Caverlee. 2013 · 2013
Cited alongside, same era.
Distributed representations of words and phrases and their compositionality. In NIPS
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
Cited alongside, same era.
Social media and fake news in the 2016 election
Hunt Allcott and Matthew Gentzkow. 2017 · 2016
Later among the works it cites.
Emergent: a novel data-set for stance classification. In NAACL HLT
William Ferreira and Andreas Vlachos. 2016 · 2016
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User Behaviors in Newsworthy Rumors: A Case Study of Twitter.. In ICWSM
Quanzhi Li, Xiaomo Liu, Rui Fang, Armineh Nourbakhsh, and Sameena Shah. 2016 · 2016
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Factorization meets the item embedding: Regularizing matrix factorization with item co-occurrence. In RecSys
Dawen Liang, Jaan Altosaar, Laurent Charlin, and David M Blei. 2016 · 2016
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Detecting Rumors from Microblogs with Recurrent Neural Networks.. In IJCAI
Jing Ma, Wei Gao, Prasenjit Mitra, Sejeong Kwon, Bernard J Jansen, Kam-Fai Wong, and Meeyoung Cha. 2016 · 2016
Later among the works it cites.
Hoaxy: A platform for tracking online misinformation. In WWW
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Recommending Fresh URLs Using Twitter Lists.. In ICWSM
Yuto Yamaguchi, Toshiyuki Amagasa, and Hiroyuki Kitagawa. 2013 · 2013
Cited alongside, same era.
Rumor Cascades.. In ICWSM
Adrien Friggeri, Lada A Adamic, Dean Eckles, and Justin Cheng. 2014 · 2014
Cited alongside, same era.
Get Back! You Don’t Know Me Like That: The Social Mediation of Fact Checking Interventions in Twitter Conversations.. In ICWSM
Aniko Hannak, Drew Margolin, Brian Keegan, and Ingmar Weber. 2014 · 2014
Cited alongside, same era.
Distributed representations of sentences and documents. In ICML
Quoc Le and Tomas Mikolov. 2014 · 2014
Cited alongside, same era.
Who will retweet this?: Automatically identifying and engaging strangers on twitter to spread information. In IUI
Kyumin Lee, Jalal Mahmud, Jilin Chen, Michelle Zhou, and Jeffrey Nichols. 2014 · 2014
Cited alongside, same era.
Neural word embedding as implicit matrix factorization. In NIPS
Omer Levy and Yoav Goldberg. 2014 · 2014
Cited alongside, same era.
Personalized Recommendation of Twitter Lists using Content and Network Information.. In ICWSM
Vineeth Rakesh, Dilpreet Singh, Bhanukiran Vinzamuri, and Chandan K Reddy. 2014 · 2014
Cited alongside, same era.
Chengcheng Shao, Giovanni Luca Ciampaglia, Alessandro Flammini, and Filippo Menczer. 2016 · 2016
Later among the works it cites.
Collaborative denoising auto-encoders for top-n recommender systems. In WSDM
Yao Wu, Christopher DuBois, Alice X Zheng, and Martin Ester. 2016 · 2016
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Arkaitz Zubiaga, Maria Liakata, Rob Procter, Geraldine Wong Sak Hoi, and Peter Tolmie. 2016 · 2016
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Troops, Trolls and Troublemakers: A Global Inventory of Organized Social Media Manipulation
Samantha Bradshaw and Philip N Howard. 2017 · 2017
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Toward automated fact-checking: Detecting check-worthy factual claims by ClaimBuster. In KDD
Naeemul Hassan, Fatma Arslan, Chengkai Li, and Mark Tremayne. 2017 · 2017
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A Report on the Spread of Fake News
Zignal Labs. 2017 · 2017
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Where the Truth Lies: Explaining the Credibility of Emerging Claims on the Web and Social Media. In WWW
Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, and Gerhard Weikum. 2017 · 2017
Later among the works it cites.
CSI: A Hybrid Deep Model for Fake News
Natali Ruchansky, Sungyong Seo, and Yan Liu. 2017 · 2017
Later among the works it cites.
Online human-bot interactions: Detection, estimation, and characterization
Onur Varol, Emilio Ferrara, Clayton A Davis, Filippo Menczer, and Alessandro Flammini. 2017 · 2017
Later among the works it cites.
Leveraging the crowd to detect and reduce the spread of fake news and misinformation. In WSDM
Jooyeon Kim, Behzad Tabibian, Alice Oh, Bernhard Schölkopf, and Manuel Gomez-Rodriguez. 2018 · 2018
Closest in time.
The spread of true and false news online
Soroush Vosoughi, Deb Roy, and Sinan Aral. 2018 · 2018
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Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate. In WSDM
Liang Wu and Huan Liu. 2018 · 2018
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