[HTML][HTML] Deep learning for fake news detection: A comprehensive survey

L Hu, S Wei, Z Zhao, B Wu - AI open, 2022 - Elsevier
The information age enables people to obtain news online through various channels, yet in
the meanwhile making false news spread at unprecedented speed. Fake news exerts …

A new direction in social network analysis: Online social network analysis problems and applications

U Can, B Alatas - Physica A: Statistical Mechanics and its Applications, 2019 - Elsevier
The use of online social networks has made significant progress in recent years as the use
of the Internet has become widespread worldwide as the technological infrastructure and the …

The web of false information: Rumors, fake news, hoaxes, clickbait, and various other shenanigans

S Zannettou, M Sirivianos, J Blackburn… - Journal of Data and …, 2019 - dl.acm.org
A new era of Information Warfare has arrived. Various actors, including state-sponsored
ones, are weaponizing information on Online Social Networks to run false-information …

Rumor cascades

A Friggeri, L Adamic, D Eckles, J Cheng - proceedings of the …, 2014 - ojs.aaai.org
Online social networks provide a rich substrate for rumor propagation. Information received
via friends tends to be trusted, and online social networks allow individuals to transmit …

Credbank: A large-scale social media corpus with associated credibility annotations

T Mitra, E Gilbert - Proceedings of the international AAAI conference on …, 2015 - ojs.aaai.org
Social media has quickly risen to prominence as a news source, yet lingering doubts remain
about its ability to spread rumor and misinformation. Systematically studying this …

The rise of guardians: Fact-checking url recommendation to combat fake news

N Vo, K Lee - The 41st international ACM SIGIR conference on …, 2018 - dl.acm.org
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 …

Credibility in online social networks: A survey

M Alrubaian, M Al-Qurishi, A Alamri… - IEEE …, 2018 - ieeexplore.ieee.org
The importance of information credibility in society cannot be underestimated given that it is
at the heart of all decision-making. Generally, more information is better; however, knowing …

Unsupervised rumor detection based on users' behaviors using neural networks

W Chen, Y Zhang, CK Yeo, CT Lau, BS Lee - Pattern Recognition Letters, 2018 - Elsevier
Online social networks have become the hotbeds of many rumors as information can
propagate much faster than ever. In order to detect the few but potentially harmful rumors to …

Learning from fact-checkers: analysis and generation of fact-checking language

N Vo, K Lee - Proceedings of the 42nd International ACM SIGIR …, 2019 - dl.acm.org
In fighting against fake news, many fact-checking systems comprised of human-based fact-
checking sites (eg, snopes. com and politifact. com) and automatic detection systems have …

Analyzing biases in perception of truth in news stories and their implications for fact checking

M Babaei, J Kulshrestha, A Chakraborty… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Misinformation on social media has become a critical problem, particularly during a public
health pandemic. Most social platforms today rely on users' voluntary reports to determine …