A survey of fake news: Fundamental theories, detection methods, and opportunities

X Zhou, R Zafarani - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
The explosive growth in fake news and its erosion to democracy, justice, and public trust has
increased the demand for fake news detection and intervention. This survey reviews and …

[PDF][PDF] Fake news: A survey of research, detection methods, and opportunities

X Zhou, R Zafarani - arxiv preprint arxiv:1812.00315, 2018 - academia.edu
arxiv:1812.00315v1 [cs.CL] 2 Dec 2018 Page 1 Fake News: A Survey of Research,
Detection Methods, and Opportunities XINYI ZHOU, Syracuse University, USA REZA …

WELFake: Word embedding over linguistic features for fake news detection

PK Verma, P Agrawal, I Amorim… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Social media is a popular medium for the dissemination of real-time news all over the world.
Easy and quick information proliferation is one of the reasons for its popularity. An extensive …

Combating fake news: A survey on identification and mitigation techniques

K Sharma, F Qian, H Jiang, N Ruchansky… - ACM transactions on …, 2019 - dl.acm.org
The proliferation of fake news on social media has opened up new directions of research for
timely identification and containment of fake news and mitigation of its widespread impact on …

Truth of varying shades: Analyzing language in fake news and political fact-checking

H Rashkin, E Choi, JY Jang, S Volkova… - Proceedings of the …, 2017 - aclanthology.org
We present an analytic study on the language of news media in the context of political fact-
checking and fake news detection. We compare the language of real news with that of satire …

Deep learning for detecting financial statement fraud

P Craja, A Kim, S Lessmann - Decision Support Systems, 2020 - Elsevier
Financial statement fraud is an area of significant consternation for potential investors,
auditing companies, and state regulators. The paper proposes an approach for detecting …

[PDF][PDF] Fake news or truth? using satirical cues to detect potentially misleading news

VL Rubin, N Conroy, Y Chen… - Proceedings of the …, 2016 - aclanthology.org
Satire is an attractive subject in deception detection research: it is a type of deception that
intentionally incorporates cues revealing its own deceptiveness. Whereas other types of …

Automated fact checking: Task formulations, methods and future directions

J Thorne, A Vlachos - arxiv preprint arxiv:1806.07687, 2018 - arxiv.org
The recently increased focus on misinformation has stimulated research in fact checking, the
task of assessing the truthfulness of a claim. Research in automating this task has been …

Deception detection for news: three types of fakes

VL Rubin, Y Chen, NK Conroy - Proceedings of the Association …, 2015 - Wiley Online Library
ABSTRACT A fake news detection system aims to assist users in detecting and filtering out
varieties of potentially deceptive news. The prediction of the chances that a particular news …

Behind the cues: A benchmarking study for fake news detection

G Gravanis, A Vakali, K Diamantaras… - Expert Systems with …, 2019 - Elsevier
Fake news has become a problem of great impact in our information driven society because
of the continuous and intense fakesters content distribution. Information quality in news …