Modality deep-learning frameworks for fake news detection on social networks: a systematic literature review

M Mostafa, AS Almogren, M Al-Qurishi… - ACM Computing …, 2024 - dl.acm.org
Fake news on social networks is a challenging problem due to the rapid dissemination and
volume of information, as well as the ease of creating and sharing content anonymously …

[PDF][PDF] A fake news detection system based on combination of word embedded techniques and hybrid deep learning model

MA Ouassil, B Cherradi, S Hamida… - … Journal of Advanced …, 2022 - researchgate.net
At present, most people prefer using different online sources for reading news. These
sources can easily spread fake news for several malicious reasons. Detecting this unreliable …

Deep Learning and Fusion Mechanism-based Multimodal Fake News Detection Methodologies: A Review

IQ Abduljaleel, IH Ali - Engineering, Technology & Applied Science …, 2024 - etasr.com
Today, detecting fake news has become challenging as anyone can interact by freely
sending or receiving electronic information. Deep learning processes to detect multimodal …

Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning

C Yang, P Zhang, H Gao, J Zhang - Proceedings of the 2024 …, 2024 - aclanthology.org
Social networks are rife with noise and misleading information, presenting multifaceted
challenges for rumor detection. In this paper, from the perspective of human cognitive …

Combating Fake News in the Digital Age: A Review of AI-Based Approaches

G Vishnupriya, RNS Anish, G Ajay… - 2024 IEEE 9th …, 2024 - ieeexplore.ieee.org
The increasing spread of false information requires advanced detection methods. This study
provides a thorough examination of the various strategies used to identify fake news …

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 …

Multimodal fake news detection using hyperparameter-tuned BERT and ResNet110

C Agrawal, A Pandey, S Goyal - International Journal of …, 2024 - search.proquest.com
Globally, the usage of social media has significantly increased and has become the most
common way for people to deplete news. The easy sharing of multimedia content on social …

Graph Pruning and Representation Learning for Stance Detection

J Xu, Y Li - 2023 International Joint Conference on Neural …, 2023 - ieeexplore.ieee.org
Stance detection has attracted wide attention, especially on social media platforms, which is
particularly challenging. It can be regarded as a short text classification task, which aims to …

Multi-Modal Misinformation Detection: An Exhaustive Review

Y Barve, JR Saini, R Rathod… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Social media and the web have become the source of misinformation dissemination today.
The users generate a variety of misinformation in different categories and forms. The …