Multiple features based approach for automatic fake news detection on social networks using deep learning

SR Sahoo, BB Gupta - Applied Soft Computing, 2021 - Elsevier
In recent years, the rise of Online Social Networks has led to proliferation of social news
such as product advertisement, political news, celebrity's information, etc. Some of the social …

Automatic identification of fake news using deep learning

E Qawasmeh, M Tawalbeh… - 2019 Sixth international …, 2019 - ieeexplore.ieee.org
The rapid development of computing trends, wireless communications, and the smart
devices industry has contributed to the widespread of the internet. People can access …

[HTML][HTML] Optimization and improvement of fake news detection using deep learning approaches for societal benefit

T Chauhan, H Palivela - … Journal of Information Management Data Insights, 2021 - Elsevier
Fake news is a topic that has been discussed for quite some time. Prior to the internet era, it
was mostly distributed through yellow journalism, with a focus on sensational news such as …

Fake news detection in social networks using machine learning and deep learning: Performance evaluation

W Han, V Mehta - 2019 IEEE international conference on …, 2019 - ieeexplore.ieee.org
The problems related to fake news are growing rapidly which results in misleading views on
some information. Social media networks are one of the fastest medium to spread …

DeepFakE: improving fake news detection using tensor decomposition-based deep neural network

RK Kaliyar, A Goswami, P Narang - The Journal of Supercomputing, 2021 - Springer
Social media platforms have simplified the sharing of information, which includes news as
well, as compared to traditional ways. The ease of access and sharing the data with the …

Fake news detection using deep learning models: A novel approach

S Kumar, R Asthana, S Upadhyay… - Transactions on …, 2020 - Wiley Online Library
With the ever increase in social media usage, it has become necessary to combat the
spread of false information and decrease the reliance of information retrieval from such …

Deep ensemble fake news detection model using sequential deep learning technique

AM Ali, FA Ghaleb, BAS Al-Rimy, FJ Alsolami, AI Khan - Sensors, 2022 - mdpi.com
Recently, fake news has been widely spread through the Internet due to the increased use
of social media for communication. Fake news has become a significant concern due to its …

Fake news detection on social media: a systematic survey

MK Elhadad, KF Li, F Gebali - 2019 IEEE Pacific Rim …, 2019 - ieeexplore.ieee.org
These days there are instabilities in many societies in the world, either because of political,
economic, and other societal issues. The advance in mobile technology has enabled social …

EchoFakeD: improving fake news detection in social media with an efficient deep neural network

RK Kaliyar, A Goswami, P Narang - Neural computing and applications, 2021 - Springer
The increasing popularity of social media platforms has simplified the sharing of news
articles that have led to the explosion in fake news. With the emergence of fake news at a …

A novel self-learning semi-supervised deep learning network to detect fake news on social media

X Li, P Lu, L Hu, XG Wang, L Lu - Multimedia tools and applications, 2022 - Springer
Social media has become a popular means for people to consume and share news.
However, it also enables the extensive spread of fake news, that is, news that deliberately …