A comprehensive review on fake news detection with deep learning

MF Mridha, AJ Keya, MA Hamid, MM Monowar… - IEEE …, 2021 - ieeexplore.ieee.org
A protuberant issue of the present time is that, organizations from different domains are
struggling to obtain effective solutions for detecting online-based fake news. It is quite …

Social network analysis using deep learning: applications and schemes

AM Abbas - Social Network Analysis and Mining, 2021 - Springer
Online social networks (OSNs) are part of daily life of human beings. Millions of users are
connected through online social networks. Due to very large number of users and huge …

COVID-19 fake news detection: A hybrid CNN-BiLSTM-AM model

H Xia, Y Wang, JZ Zhang, LJ Zheng, MM Kamal… - … Forecasting and Social …, 2023 - Elsevier
With the rapid development of technology, social media as a communication platform has
caused a significant increase in the dissemination of false information and fake news. We …

AugFake-BERT: handling imbalance through augmentation of fake news using BERT to enhance the performance of fake news classification

AJ Keya, MAH Wadud, MF Mridha, M Alatiyyah… - Applied Sciences, 2022 - mdpi.com
Fake news detection techniques are a topic of interest due to the vast abundance of fake
news data accessible via social media. The present fake news detection system performs …

Comparison of fake news detection using machine learning and deep learning techniques

SA Alameri, M Mohd - 2021 3rd international cyber resilience …, 2021 - ieeexplore.ieee.org
Fake news has spread widely on the Web in recent years due to the massive amount of
information exchanged on digital media. This has motivates our study to determine the best …

Using artificial intelligence against the phenomenon of fake news: a systematic literature review

MA Al-Asadi, S Tasdemir - Combating fake news with computational …, 2022 - Springer
Social networks like Facebook and Twitter have become an important way for people to
connect and share their thoughts. The most important feature of social networks is the rapid …

Bio-Inspired Artificial Intelligence with Natural Language Processing Based on Deceptive Content Detection in Social Networking

AA Albraikan, M Maray, FA Alotaibi, MM Alnfiai… - Biomimetics, 2023 - mdpi.com
In recent research, fake news detection in social networking using Machine Learning (ML)
and Deep Learning (DL) models has gained immense attention. The current research article …

Fake news detection based on deep learning

AJ Keya, S Afridi, AS Maria, SS Pinki… - … on Science & …, 2021 - ieeexplore.ieee.org
Fake news is invalid and misleading information that is conveyed as accurate news. Fake
news detection has become indispensable in modern society because of the extreme …

[PDF][PDF] Detección de noticias falsas en redes sociales basada en aprendizaje automático y profundo: Una breve revisión sistemática

N Álvarez-Daza, P Pico-Valencia… - Revista Ibérica de …, 2021 - researchgate.net
Las redes sociales han cambiado la forma en que la sociedad se informa. Redes sociales
como Twitter y Facebook cuentan con millones de usuarios quienes muchas veces …

FakeStack: Hierarchical Tri-BERT-CNN-LSTM stacked model for effective fake news detection

AJ Keya, HH Shajeeb, MS Rahman, MF Mridha - Plos one, 2023 - journals.plos.org
False news articles pose a serious challenge in today's information landscape, impacting
public opinion and decision-making. Efforts to counter this issue have led to research in …