Fake news, disinformation and misinformation in social media: a review

E Aïmeur, S Amri, G Brassard - Social Network Analysis and Mining, 2023 - Springer
Online social networks (OSNs) are rapidly growing and have become a huge source of all
kinds of global and local news for millions of users. However, OSNs are a double-edged …

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 …

Multiple features based approach for automatic fake news detection on social networks using deep learning

SR Sahoo, BB Gupta - Applied Soft Computing, 2021 - Elsevier
In recent years, the rise of Online Social Networks has led to proliferation of social news
such as product advertisement, political news, celebrity's information, etc. Some of the social …

Fake news detection using machine learning ensemble methods

I Ahmad, M Yousaf, S Yousaf, MO Ahmad - Complexity, 2020 - Wiley Online Library
The advent of the World Wide Web and the rapid adoption of social media platforms (such
as Facebook and Twitter) paved the way for information dissemination that has never been …

“Fake news” is not simply false information: A concept explication and taxonomy of online content

MD Molina, SS Sundar, T Le… - American behavioral …, 2021 - journals.sagepub.com
As the scourge of “fake news” continues to plague our information environment, attention
has turned toward devising automated solutions for detecting problematic online content …

Would you notice if fake news changed your behavior? An experiment on the unconscious effects of disinformation

Z Bastick - Computers in human behavior, 2021 - Elsevier
A growing literature is emerging on the believability and spread of disinformation, such as
fake news, over social networks. However, little is known about the degree to which …

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 …

Compare to the knowledge: Graph neural fake news detection with external knowledge

L Hu, T Yang, L Zhang, W Zhong, D Tang… - Proceedings of the …, 2021 - aclanthology.org
Nowadays, fake news detection, which aims to verify whether a news document is trusted or
fake, has become urgent and important. Most existing methods rely heavily on linguistic 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 …

Science audiences, misinformation, and fake news

DA Scheufele, NM Krause - Proceedings of the National …, 2019 - National Acad Sciences
Concerns about public misinformation in the United States—ranging from politics to science—
are growing. Here, we provide an overview of how and why citizens become (and …