Detection and resolution of rumours in social media: A survey

A Zubiaga, A Aker, K Bontcheva, M Liakata… - Acm Computing Surveys …, 2018 - dl.acm.org
Despite the increasing use of social media platforms for information and news gathering, its
unmoderated nature often leads to the emergence and spread of rumours, ie, items 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 …

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 …

Exploring deep neural networks for rumor detection

MZ Asghar, A Habib, A Habib, A Khan, R Ali… - Journal of Ambient …, 2021 - Springer
The widespread propagation of numerous rumors and fake news have seriously threatened
the credibility of microblogs. Previous works often focused on maintaining the previous state …

Detection and veracity analysis of fake news via scrap** and authenticating the web search

DK Vishwakarma, D Varshney, A Yadav - Cognitive Systems Research, 2019 - Elsevier
Social media has become a part of our day-to-day life and has become one of the significant
sources of information. Most of the information available on social media is in the form of …

[HTML][HTML] Veracity assessment of online data

MG Lozano, J Brynielsson, U Franke, M Rosell… - Decision Support …, 2020 - Elsevier
Fake news, malicious rumors, fabricated reviews, generated images and videos, are today
spread at an unprecedented rate, making the task of manually assessing data veracity for …

Can rumour stance alone predict veracity?

S Dungs, A Aker, N Fuhr… - Proceedings of the 27th …, 2018 - aclanthology.org
Prior manual studies of rumours suggested that crowd stance can give insights into the
actual rumour veracity. Even though numerous studies of automatic veracity classification of …

Rumor detection in Arabic tweets using semi-supervised and unsupervised expectation–maximization

SM Alzanin, AM Azmi - Knowledge-Based Systems, 2019 - Elsevier
With the continued development of social networks, the spreading of information has
become faster than ever. Consequently, this has resulted in a problem with the reliability of …

Analysis of techniques for rumor detection in social media

AR Pathak, A Mahajan, K Singh, A Patil… - Procedia Computer …, 2020 - Elsevier
The ubiquitous nature of social media platforms resulted into generation of large amount of
multimedia data in social networks. The openness and unrestricted way to share the …

Rumor detection on social media: Datasets, methods and opportunities

Q Li, Q Zhang, L Si, Y Liu - arxiv preprint arxiv:1911.07199, 2019 - arxiv.org
Social media platforms have been used for information and news gathering, and they are
very valuable in many applications. However, they also lead to the spreading of rumors and …