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 …

A systematic literature review on disinformation: Toward a unified taxonomical framework

E Kapantai, A Christopoulou, C Berberidis… - New media & …, 2021‏ - journals.sagepub.com
The scale, volume, and distribution speed of disinformation raise concerns in governments,
businesses, and citizens. To respond effectively to this problem, we first need to …

Dual emotion based fake news detection: A deep attention-weight update approach

AM Luvembe, W Li, S Li, F Liu, G Xu - Information Processing & …, 2023‏ - Elsevier
The proliferation of false information is a growing problem in today's dynamic online
environment. This phenomenon requires automated detection of fake news to reduce its …

Would you notice if fake news changed your behavior? An experiment on the unconscious effects of disinformation

Z Bastick - Computers in human behavior, 2021‏ - Elsevier
A growing literature is emerging on the believability and spread of disinformation, such as
fake news, over social networks. However, little is known about the degree to which …

Emotions: The unexplored fuel of fake news on social media

CG Horner, D Galletta, J Crawford… - Fake News on the …, 2023‏ - taylorfrancis.com
Easy access to equipment, software, and platforms to create, distribute, and provide access
to fake news stories has exacerbated the problem of fake news, making for a large number …

Social bots and the spread of disinformation in social media: the challenges of artificial intelligence

N Hajli, U Saeed, M Tajvidi… - British Journal of …, 2022‏ - Wiley Online Library
Artificial intelligence (AI) is creating a revolution in business and society at large, as well as
challenges for organizations. AI‐powered social bots can sense, think and act on social …

Overview of the 8th author profiling task at pan 2020: Profiling fake news spreaders on twitter

F Rangel, A Giachanou, BHH Ghanem… - CEUR workshop …, 2020‏ - riunet.upv.es
[EN] This overview presents the Author Profiling shared task at PAN 2020. The focus of this
year's task is on determining whether or not the author of a Twitter feed is keen to spread …

Fake news detection model on social media by leveraging sentiment analysis of news content and emotion analysis of users' comments

SK Hamed, MJ Ab Aziz, MR Yaakub - Sensors, 2023‏ - mdpi.com
Nowadays, social media has become the main source of news around the world. The
spread of fake news on social networks has become a serious global issue, damaging many …

MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection

L Wu, Y Long, C Gao, Z Wang, Y Zhang - Information Fusion, 2023‏ - Elsevier
Fake news possesses a destructive and negative impact on our lives. With the rapid growth
of multimodal content in social media communities, multimodal fake news detection has …

Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language

G Ruffo, A Semeraro, A Giachanou, P Rosso - Computer science review, 2023‏ - Elsevier
With the explosive growth of online social media, the ancient problem of information
disorders interfering with news diffusion has surfaced with a renewed intensity threatening …