An overview of online fake news: Characterization, detection, and discussion

X Zhang, AA Ghorbani - Information Processing & Management, 2020 - Elsevier
Over the recent years, the growth of online social media has greatly facilitated the way
people communicate with each other. Users of online social media share information …

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 …

A survey on fake news and rumour detection techniques

A Bondielli, F Marcelloni - Information sciences, 2019 - Elsevier
False or unverified information spreads just like accurate information on the web, thus
possibly going viral and influencing the public opinion and its decisions. Fake news and …

Fake news detection on social media using geometric deep learning

F Monti, F Frasca, D Eynard, D Mannion… - arXiv preprint arXiv …, 2019 - arxiv.org
Social media are nowadays one of the main news sources for millions of people around the
globe due to their low cost, easy access and rapid dissemination. This however comes at the …

Fake news detection on social media: A data mining perspective

K Shu, A Sliva, S Wang, J Tang, H Liu - ACM SIGKDD explorations …, 2017 - dl.acm.org
Social media for news consumption is a double-edged sword. On the one hand, its low cost,
easy access, and rapid dissemination of information lead people to seek out and consume …

[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 …

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 …

Fake news detection: A survey of graph neural network methods

HT Phan, NT Nguyen, D Hwang - Applied Soft Computing, 2023 - Elsevier
The emergence of various social networks has generated vast volumes of data. Efficient
methods for capturing, distinguishing, and filtering real and fake news are becoming …

Polarization and fake news: Early warning of potential misinformation targets

MD Vicario, W Quattrociocchi, A Scala… - ACM Transactions on the …, 2019 - dl.acm.org
Users' polarization and confirmation bias play a key role in misinformation spreading on
online social media. Our aim is to use this information to determine in advance potential …

Coaid-deep: An optimized intelligent framework for automated detecting covid-19 misleading information on twitter

DS Abdelminaam, FH Ismail, M Taha, A Taha… - Ieee …, 2021 - ieeexplore.ieee.org
COVID-19 has affected all peoples' lives. Though COVID-19 is on the rising, the existence of
misinformation about the virus also grows in parallel. Additionally, the spread of …