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This paper solves the fake news detection problem under a more realistic scenario on social media.
Exploiting emotions for fake news detection on social media
Chuan Guo, Juan Cao, Xueyao Zhang, Kai Shu, and Miao Yu. 2019 · 1903
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The role of user profile for fake news detection
Kai Shu, Xinyi Zhou, Suhang Wang, Reza Zafarani, and Huan Liu. 2019b · 1904
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Rumor detection on twitter with tree-structured recursive neural networks
Jing Ma, Wei Gao, and Kam-Fai Wong. 2018 · 1989
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What is twitter, a social network or a news media?
Haewoon Kwak, Changhyun Lee, Hosung Park, and Sue Moon. 2010 · 2010
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Information credibility on twitter
Carlos Castillo, Marcelo Mendoza, and Barbara Poblete. 2011 · 2011
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Automatic detection of rumor on sina weibo
Fan Yang, Yang Liu, Xiaohui Yu, and Min Yang. 2012 · 2012
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Empirical evaluation of gated recurrent neural networks on sequence modeling
Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio. 2014 · 2014
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Detect rumors using time series of social context information on microblogging websites
Jing Ma, Wei Gao, Zhongyu Wei, Yueming Lu, and Kam-Fai Wong. 2015 · 2015
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Tackling the achilles heel of social networks: Influence propagation based language model smoothing
Rui Yan, Ian E.H. Yen, Cheng-Te Li, Shiqi Zhao, and Xiaohua Hu. 2015 · 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 · 2015
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Social media and fake news in the 2016 election
Hunt Allcott and Matthew Gentzkow. 2017 · 2016
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Hierarchical question-image co-attention for visual question answering
Jiasen Lu, Jianwei Yang, Dhruv Batra, and Devi Parikh. 2016 · 2016
Cited alongside, same era.
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 · 2016
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Leveraging the implicit structure within social media for emergent rumor detection
Justin Sampson, Fred Morstatter, Liang Wu, and Huan Liu. 2016 · 2016
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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 Horne and Sibel Adali. 2017 · 2017
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Semi-Supervised Classification with Graph Convolutional Networks
Thomas N. Kipf and Max Welling. 2017 · 2017
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Identifying users behind shared accounts in online streaming services
Jyun-Yu Jiang, Cheng-Te Li, Yian Chen, and Wei Wang. 2018 · 2018
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Forecasting participants of information diffusion on social networks with its applications
Cheng-Te Li, Yu-Jen Lin, and Mi-Yen Yeh. 2018 · 2018
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Early detection of fake news on social media through propagation path classification with recurrent and convolutional networks
Yang Liu and Yi-Fang Wu. 2018 · 2018
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A stylometric inquiry into hyperpartisan and fake news
Martin Potthast, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, and Benno Stein. 2018 · 2018
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Eann: Event adversarial neural networks for multi-modal fake news detection
Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, and Jing Gao. 2018 · 2018
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Sejeong Kwon, Meeyoung Cha, and Kyomin Jung. 2017 · 2017
Cited alongside, same era.
Detect rumors in microblog posts using propagation structure via kernel learning
Jing Ma, Wei Gao, and Kam Fai Wong. 2017 · 2017
Cited alongside, same era.
Assessing the credibility of claims on the web
Kashyap Popat. 2017 · 2017
Cited alongside, same era.
Truth of varying shades: Analyzing language in fake news and political fact-checking
Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, and Yejin Choi. 2017 · 2017
Cited alongside, same era.
Csi: A hybrid deep model for fake news detection
Natali Ruchansky, Sungyong Seo, and Yan Liu. 2017 · 2017
Cited alongside, same era.
Fake news detection on social media: A data mining perspective
Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, and Huan Liu. 2017 · 2017
Cited alongside, same era.
defend: Explainable fake news detection
Kai Shu, Limeng Cui, Suhang Wang, Dongwon Lee, and Huan Liu. 2019a
Cited in the paper.
Ti-cnn: Convolutional neural networks for fake news detection
Yang Yang, Lei Zheng, Jiawei Zhang, Qingcai Cui, Zhoujun Li, and Philip S. Yu. 2018 · 2018
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Marine: Multi-relational network embeddings with relational proximity and node attributes
Ming-Han Feng, Chin-Chi Hsu, Cheng-Te Li, Mi-Yen Yeh, and Shou-De Lin. 2019 · 2019
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Explainable machine learning for fake news detection
Julio C. S. Reis, André Correia, Fabrício Murai, Adriano Veloso, and Fabrício Benevenuto. 2019 · 2019
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Detecting fake news in social media: An asia-pacific perspective
Meeyoung Cha, Wei Gao, and Cheng-Te Li. 2020 · 2020
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Spotting terrorists by learning behavior-aware heterogeneous network embedding
Pei-Chi Wang and Cheng-Te Li. 2019 · 2097
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