A comprehensive review on automatic detection of fake news on social media

MK Singh, J Ahmed, MA Alam, KK Raghuvanshi… - Multimedia Tools and …, 2024 - Springer
Social media sites are now quite popular among internet users for sharing news and
opinions. This has become possible due to the inexpensive Internet, easy availability of …

Fact or fake? The search for truth in an infodemic of disinformation, misinformation, and malinformation with deepfake and fake news

WM Lim - Journal of Strategic Marketing, 2023 - Taylor & Francis
This article aims to shed light on the infodemic of disinformation, misinformation, and
malinformation in the digital era of a new normal where deepfake and fake news are …

Multi-contextual learning in disinformation research: A review of challenges, approaches, and opportunities

B Das - Online Social Networks and Media, 2023 - Elsevier
Though a fair amount of research is being done to address disinformation in online social
media, it has so far managed to stay ahead of the researchers' learning curves forcing the …

[HTML][HTML] NSEP: Early fake news detection via news semantic environment perception

X Fang, H Wu, J **g, Y Meng, B Yu, H Yu… - Information Processing & …, 2024 - Elsevier
The abundance of heavy data on social media enables users to share opinions freely,
leading to the rapid spread of misleading content. However, existing fake news detection …

[HTML][HTML] Predicting the virality of fake news at the early stage of dissemination

M Esteban-Bravo, JM Vidal-Sanz - Expert Systems with Applications, 2024 - Elsevier
Fake news about brands and companies can cause reputation and financial damage, but
there exist preventive strategies that could be implemented if we were able to early predict …

Modelling and analysis of misinformation diffusion based on the double intervention mechanism

C Jiang, Y Yu, X Zhang - Journal of Information Science, 2023 - journals.sagepub.com
Although official departments attempt to intervene against misinformation, the personal field
often conflicts with the goals of these departments. Thus, when rumours spread widely on …

Detecting fake news by RNN-based gatekee** behavior model on social networks

B **e, Q Li - Expert Systems with Applications, 2023 - Elsevier
Social network users are not only news disseminators and consumers, but also
gatekeepers. News gatekeepers are regular users who actively participate in news …

Real-time fake news detection using big data analytics and deep neural network

M Babar, A Ahmad, MU Tariq… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In today's fast-paced world, the Internet has become a prevalent source of information for
people worldwide. With the increasing use of various applications, people can get updates …

[HTML][HTML] Large-scale analysis of online social data on the long-term sentiment and content dynamics of online (mis) information

J Kauk, E Humprecht, H Kreysa… - Computers in Human …, 2025 - Elsevier
The widespread dissemination of online misinformation poses a significant threat to both our
information ecosystem and the decision-making processes of individuals and societies …

A Survey of Information Dissemination Model, Datasets, and Insight

Y Liu, P Zhang, L Shi, J Gong - Mathematics, 2023 - mdpi.com
Information dissemination refers to how information spreads among users on social
networks. With the widespread application of mobile communication and internet …