Deep learning for misinformation detection on online social networks: a survey and new perspectives

MR Islam, S Liu, X Wang, G Xu - Social Network Analysis and Mining, 2020 - Springer
Recently, the use of social networks such as Facebook, Twitter, and Sina Weibo has
become an inseparable part of our daily lives. It is considered as a convenient platform for …

Source detection of rumor in social network–a review

S Shelke, V Attar - Online Social Networks and Media, 2019 - Elsevier
The ubiquity of handheld devices provides straightforward access to the Internet and Social
networking. The quick and easy updates from social networks help users in many situations …

Fned: a deep network for fake news early detection on social media

Y Liu, YFB Wu - ACM Transactions on Information Systems (TOIS), 2020 - dl.acm.org
The fast spreading of fake news stories on social media can cause inestimable social harm.
Developing effective methods to detect them early is of paramount importance. A major …

Multi-topic misinformation blocking with budget constraint on online social networks

DV Pham, GL Nguyen, TN Nguyen, CV Pham… - IEEE …, 2020 - ieeexplore.ieee.org
Along with the development of Information Technology, Online Social Networks (OSN) are
constantly developing and have become popular media in the world. Besides …

A review on rumour prediction and veracity assessment in online social network

D Varshney, DK Vishwakarma - Expert Systems with Applications, 2021 - Elsevier
In the present era, the social network is used as an important medium for sharing thoughts
and opinions of an individual. The main reason behind this is, it provides a fast-spreading of …

A comprehensive survey on machine learning approaches for fake news detection

J Alghamdi, S Luo, Y Lin - Multimedia Tools and Applications, 2024 - Springer
The proliferation of fake news on social media platforms poses significant challenges to
society and individuals, leading to negative impacts. As the tactics employed by purveyors of …

[HTML][HTML] Handling false information in emergency management: A cross-national comparative study of European practices

S Torpan, S Hansson, M Rhinard… - International journal of …, 2021 - Elsevier
During emergencies, exposure to false information can increase individual vulnerability.
More research is needed on how emergency management institutions understand the …

Contrasting the spread of misinformation in online social networks

M Amoruso, D Anello, V Auletta, R Cerulli… - Journal of Artificial …, 2020 - jair.org
Online social networks are nowadays one of the most effective and widespread tools used to
share information. In addition to being employed by individuals for communicating with …

Mapping the Landscape of Misinformation Detection: A Bibliometric Approach

A Sandu, I Ioanăș, C Delcea, LM Geantă, LA Cotfas - Information, 2024 - mdpi.com
The proliferation of misinformation presents a significant challenge in today's information
landscape, impacting various aspects of society. While misinformation is often confused with …

Understanding the contribution of recommendation algorithms on misinformation recommendation and misinformation dissemination on social networks

R Pathak, F Spezzano, MS Pera - ACM Transactions on the Web, 2023 - dl.acm.org
Social networks are a platform for individuals and organizations to connect with each other
and inform, advertise, spread ideas, and ultimately influence opinions. These platforms have …