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Social networks (SNs) are increasingly important sources of news for many people.
An efficient recognition and syntax-analysis algorithm for context-free languages
Tadao Kasami · 1966
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A statistical interpretation of term specificity and its application in retrieval
Karen Sparck Jones · 1972
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A simple rule-based part of speech tagger
Eric Brill · 1992
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Ideological homophily and echo chamber effect in internet and social media
Jieun Yoo · 2007
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Rumor has it: Identifying misinformation in microblogs
Vahed Qazvinian, Emily Rosengren, Dragomir Radev, and Qiaozhu Mei · 2011
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Making up history: False memories of fake news stories
Danielle Polage · 2012
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Misinformation and its correction: Continued influence and successful debiasing
Stephan Lewandowsky, Ullrich KH Ecker, Colleen M Seifert, Norbert Schwarz, and John Cook · 2012
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Syntactic stylometry for deception detection
Song Feng, Ritwik Banerjee, and Yejin Choi · 2012
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Media and political polarization
Markus Prior · 2013
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Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013
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Deepwalk: Online learning of social representations
Bryan Perozzi, Rami Al-Rfou, and Steven Skiena · 2014
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Computational fact checking from knowledge networks
Giovanni Luca Ciampaglia, Prashant Shiralkar, Luis M Rocha, Johan Bollen, Filippo Menczer, and Alessandro Flammini · 2015
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Rumor identification in microblogging systems based on users’ behavior
Gang Liang, Wenbo He, Chun Xu, Liangyin Chen, and Jinquan Zeng · 2015
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Enquiring minds: Early detection of rumors in social media from enquiry posts
Zhe Zhao, Paul Resnick, and Qiaozhu Mei · 2015
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Rumor identification and belief investigation on Twitter
Sardar Hamidian and Mona Diab · 2016
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Detecting rumors from microblogs with recurrent neural networks
Jing Ma, Wei Gao, Prasenjit Mitra, Sejeong Kwon, Bernard J Jansen, Kam-Fai Wong, and Meeyoung Cha · 2016
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News verification by exploiting conflicting social viewpoints in microblogs
Zhiwei Jin, Juan Cao, Yongdong Zhang, and Jiebo Luo · 2016
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node2vec: Scalable feature learning for networks
Aditya Grover and Jure Leskovec · 2016
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Semi-supervised classification with graph convolutional networks
Thomas Kipf and Max Welling · 2016
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CSI: A hybrid deep model for fake news detection
Natali Ruchansky, Sungyong Seo, and Yan Liu · 2017
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Turing at SemEval-2017 task 8: Sequential approach to rumour stance classification with Branch-LSTM
Elena Kochkina, Maria Liakata, and Isabelle Augenstein · 2017
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Fake news detection on social media: A data mining perspective
Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, and Huan Liu · 2017
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Inductive representation learning on large graphs
Applying BERT to document retrieval with Birch
Zeynep Akkalyoncu Yilmaz, Shengjin Wang, Wei Yang, Haotian Zhang, and Jimmy Lin · 2019
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Ensembles of recurrent networks for classifying the relationship of fake news titles
Ting Su, Craig Macdonald, and Iadh Ounis · 2019
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Network-based fake news detection: A pattern-driven approach
Xinyi Zhou and Reza Zafarani · 2019
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Cluster-gcn: An efficient algorithm for training deep and large graph convolutional networks
Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li, Samy Bengio, and Cho-Jui Hsieh · 2019
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Joint link prediction and network alignment via cross-graph embedding
Xingbo Du, Junchi Yan, and Hongyuan Zha · 2019
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Fake news detection on social media using geometric deep learning
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William L Hamilton, Rex Ying, and Jure Leskovec · 2017
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Prior exposure increases perceived accuracy of fake news
Gordon Pennycook, Tyrone D Cannon, and David G Rand · 2018
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Deep contextualized word representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer · 2018
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Stochastic training of graph convolutional networks with variance reduction
Jianfei Chen, Jun Zhu, and Le Song · 2018
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Simple embedding for link prediction in knowledge graphs
Seyed Mehran Kazemi and David Poole · 2018
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Tracing fake-news footprints: Characterizing social media messages by how they propagate
Liang Wu and Huan Liu · 2018
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Echo chambers and viral misinformation: Modeling fake news as complex contagion
Petter Törnberg · 2018
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Federico Monti, Fabrizio Frasca, Davide Eynard, Damon Mannion, and Michael M Bronstein · 2019
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An assessment of the rapid decline of trust in US sources of public information about COVID-19
Carl A Latkin, Lauren Dayton, Justin C Strickland, Brian Colon, Rajiv Rimal, and Basmattee Boodram · 2020
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Madison’s constitution under stress: A developmental analysis of political polarization
Paul Pierson and Eric Schickler · 2020
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Do search algorithms endanger democracy? an experimental investigation of algorithm effects on political polarization
Jaeho Cho, Saifuddin Ahmed, Martin Hilbert, Billy Liu, and Jonathan Luu · 2020
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Confirmation bias in the era of mobile news consumption: the social and psychological dimensions
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Fang: Leveraging social context for fake news detection using graph representation
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BioBERT: a pre-trained biomedical language representation model for biomedical text mining
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Detecting fake news spreaders in social networks using inductive representation learning
Bhavtosh Rath, Aadesh Salecha, and Jaideep Srivastava · 2020
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The networked context of COVID-19 misinformation: Informational homogeneity on YouTube at the beginning of the pandemic
Daniel Röchert, Gautam Kishore Shahi, German Neubaum, Björn Ross, and Stefan Stieglitz · 2021
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An analysis of twitter users’ long term political view migration using cross-account data mining
Alexandra Sosnkowski, Carol J Fung, and Shivram Ramkumar · 2021
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Knowledge graph embedding for link prediction: A comparative analysis
Andrea Rossi, Denilson Barbosa, Donatella Firmani, Antonio Matinata, and Paolo Merialdo · 2021
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