Fake news detection using stance extracted multimodal fusion-based hybrid neural network

S Sengan, S Vairavasundaram, L Ravi… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Public and governmental concerns over online rumors' widespread diffusion and deceptive
impact on social media have increased. For users to obtain accurate information and …

Enhanced multimodal fake news detection with optimal feature fusion and modified bi-lstm architecture

V Kishore, M Kumar - Cybernetics and systems, 2023 - Taylor & Francis
Numerous enhancements have been made to the mobile internet, which leads to an
increase the people's attention to posting more multi-modal posts among the social media …

Towards misinformation mitigation on social media: novel user activity representation for modeling societal acceptance

A Abouzeid, OC Granmo, M Goodwin… - Journal of Computational …, 2024 - Springer
Intervention-based mitigation methods have become a common way to fight misinformation
on Social Media (SM). However, these methods depend on how information spreads are …

[PDF][PDF] Comparative Analysis of Supervised and Unsupervised Machine Learning Algorithms for Fake News Detection: Performance, Efficiency, and Robustness

S Kaur, S Ranjan - 2024 - academia.edu
In this exploration, the focus is on the detection of fake news, comparing the effectiveness of
supervised and unsupervised machine learning algorithms in discerning false narratives …

Evidence-Aware Fake News Detection: A Review

S Hangloo, B Arora - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The proliferation of fake news on social media platforms has raised concerns about the
reliability and trustworthiness of online information. To combat this issue, automatic fake …

Optimization of Multivariate Hawkes Processes via Decentralized Learning Automata: Towards Learning How to Boost Factual Information on Social Networks

AAO Abouzeid - Doctoral dissertations at University of Agder, 2023 - uia.brage.unit.no
The increasing amount of misleading information on Social Media (SM) platforms is
problematic. The reason is that these platforms have become one of the primary sources of …

Hybrid Deep Learning Approach for Information Analysis and Fake News Detection

KK Buddi, L Anamalamudi, SS Mutupuri… - 2023 IEEE 15th …, 2023 - ieeexplore.ieee.org
The era of digital information has witnessed the alarming surge of disinformation, posing a
serious challenge to the reliability of information and societal cohesion. In response, the …