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In the past few years, the research community has dedicated growing interest to the issue of false news circulating on social networks.
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J. Millman · 2014
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Automatic deception detection: Methods for finding fake news
N. J. Conroy, V. L. Rubin, and Y. Chen · 2015
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The spreading of misinformation online
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Cited alongside, same era.
The rise of social bots
E. Ferrara, O. Varol, C. Davis, F. Menczer, and A. Flammini · 2016
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Emergent: a novel data-set for stance classification
W. Ferreira and A. Vlachos · 2016
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News Use Across Social Medial Platforms 2016
J. Gottfried and E. Shearer · 2016
Cited alongside, same era.
Bots,# strongerin, and# brexit: computational propaganda during the uk-eu referendum
P. N. Howard and B. Kollanyi · 2016
Cited alongside, same era.
Disinformation on the web: Impact, characteristics, and detection of wikipedia hoaxes
S. Kumar, R. West, and J. Leskovec · 2016
A retrospective analysis of the fake news challenge stance-detection task
A. Hanselowski, P. Avinesh, B. Schiller, F. Caspelherr, D. Chaudhuri, C. M. Meyer, and I. Gurevych · 2018
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Unsupervised content-based identification of fake news articles with tensor decomposition ensembles
S. Hosseinimotlagh and E. E. Papalexakis · 2018
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Leveraging the crowd to detect and reduce the spread of fake news and misinformation
J. Kim, B. Tabibian, A. Oh, B. Schölkopf, and M. Gomez-Rodriguez · 2018
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False information on web and social media: A survey
S. Kumar and N. Shah · 2018
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The science of fake news
D. M. J. Lazer, M. A. Baum, Y. Benkler, A. J. Berinsky, K. M. Greenhill, F. Menczer, M. J. Metzger, B. Nyhan, G. Pennycook, D. Rothschild, M. Schudson, S. A. Sloman, C. R. Sunstein, E. A. Thorson, D. J. Watts, and J. L. Zittrain · 2018
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Cited alongside, same era.
Detecting rumors from microblogs with recurrent neural networks
J. Ma, W. Gao, P. Mitra, S. Kwon, B. J. Jansen, K.-F. Wong, and M. Cha · 2016
Cited alongside, same era.
Fake news or truth? using satirical cues to detect potentially misleading news
V. Rubin, N. Conroy, Y. Chen, and S. Cornwell · 2016
Cited alongside, same era.
Hoaxy: A platform for tracking online misinformation
C. Shao, G. L. Ciampaglia, A. Flammini, and F. Menczer · 2016
Cited alongside, same era.
This analysis shows how fake election news stories outperformed real news on facebook. BuzzFeed, https://zenodo.org/record/1239675 , 2016
C. Silverman · 2016
Cited alongside, same era.
Social media and fake news in the 2016 election
H. Allcott and M. Gentzkow · 2017
Cited alongside, same era.
Talos targets disinformation with fake news challenge victory
S. Baird, D. Sibley, and Y. Pan · 2017
Cited alongside, same era.
Early detection of fake news on social media through propagation path classification with recurrent and convolutional networks
Y. Liu and Y.-F. Wu · 2018
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Setting the agenda: Mass media and public opinion
M. McCombs · 2018
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Automatic detection of fake news
V. Pérez-Rosas, B. Kleinberg, A. Lefevre, and R. Mihalcea · 2018
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Declare: Debunking fake news and false claims using evidence-aware deep learning
K. Popat, S. Mukherjee, A. Yates, and G. Weikum · 2018
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A stylometric inquiry into hyperpartisan and fake news
M. Potthast, J. Kiesel, K. Reinartz, J. Bevendorff, and B. Stein · 2018
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Buzzface: A news veracity dataset with facebook user commentary and egos
G. Santia and J. Williams · 2018
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The spread of low-credibility content by social bots
C. Shao, G. L. Ciampaglia, O. Varol, K.-C. Yang, A. Flammini, and F. Menczer · 2018
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Anatomy of an online misinformation network
C. Shao, P.-M. Hui, L. Wang, X. Jiang, A. Flammini, F. Menczer, and G. L. Ciampaglia · 2018
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K. Shu, D. Mahudeswaran, S. Wang, D. Lee, and H. Liu · 2018
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Automated fact checking: Task formulations, methods and future directions
J. Thorne and A. Vlachos · 2018
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Fake news detection in social networks via crowd signals
S. Tschiatschek, A. Singla, M. Gomez Rodriguez, A. Merchant, and A. Krause · 2018
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The agenda-setting power of fake news: A big data analysis of the online media landscape from 2014 to 2016
C. J. Vargo, L. Guo, and M. A. Amazeen · 2018
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The rise of guardians: Fact-checking url recommendation to combat fake news
N. Vo and K. Lee · 2018
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Misleading or falsification: Inferring deceptive strategies and types in online news and social media
S. Volkova and J. Y. Jang · 2018
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The spread of true and false news online
S. Vosoughi, D. Roy, and S. Aral · 2018
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Eann: Event adversarial neural networks for multi-modal fake news detection
Y. Wang, F. Ma, Z. Jin, Y. Yuan, G. Xun, K. Jha, L. Su, and J. Gao · 2018
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Computational Propaganda: Political Parties, Politicians, and Political Manipulation on Social Media
S. C. Woolley and P. N. Howard · 2018
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Tracing fake-news footprints: Characterizing social media messages by how they propagate
L. Wu and H. Liu · 2018
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Detection and resolution of rumours in social media: A survey
A. Zubiaga, A. Aker, K. Bontcheva, M. Liakata, and R. Procter · 2018
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D. Liotsiou, B. Kollanyi, and P. N. Howard · 2019
Closest in time.
Beyond news contents: The role of social context for fake news detection
K. Shu, S. Wang, and H. Liu · 2019
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Unsupervised fake news detection on social media: A generative approach
S. Yang, K. Shu, S. Wang, R. Gu, F. Wu, and H. Liu · 2019
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