Fake news propagation: A review of epidemic models, datasets, and insights
Fake news propagation is a complex phenomenon influenced by a multitude of factors
whose identification and impact assessment is challenging. Although many models have …
whose identification and impact assessment is challenging. Although many models have …
A systematic survey on deep learning and machine learning approaches of fake news detection in the pre-and post-COVID-19 pandemic
R Varma, Y Verma, P Vijayvargiya… - International Journal of …, 2021 - emerald.com
Purpose The rapid advancement of technology in online communication and fingertip
access to the Internet has resulted in the expedited dissemination of fake news to engage a …
access to the Internet has resulted in the expedited dissemination of fake news to engage a …
Comparing information diffusion mechanisms by matching on cascade size
Do some types of information spread faster, broader, or further than others? To understand
how information diffusions differ, scholars compare structural properties of the paths taken …
how information diffusions differ, scholars compare structural properties of the paths taken …
[HTML][HTML] Modeling the spread of fake news on Twitter
Fake news can have a significant negative impact on society because of the growing use of
mobile devices and the worldwide increase in Internet access. It is therefore essential to …
mobile devices and the worldwide increase in Internet access. It is therefore essential to …
Detecting and mitigating the dissemination of fake news: Challenges and future research opportunities
Fake news is a major threat to democracy (eg, influencing public opinion), and its impact
cannot be understated particularly in our current socially and digitally connected society …
cannot be understated particularly in our current socially and digitally connected society …
The sharing of disinformation in cross-national comparison: analyzing patterns of resilience
Although the problem of disinformation is on the rise across the globe, previous research
has found that countries differ in the extent of widespread disinformation. In this study, we …
has found that countries differ in the extent of widespread disinformation. In this study, we …
Anger can make fake news viral online
Y Chuai, J Zhao - Frontiers in Physics, 2022 - frontiersin.org
Fake news that manipulates political elections, strikes financial systems, and even incites
riots is more viral than real news online, resulting in unstable societies and buffeted …
riots is more viral than real news online, resulting in unstable societies and buffeted …
Topology comparison of Twitter diffusion networks effectively reveals misleading information
In recent years, malicious information had an explosive growth in social media, with serious
social and political backlashes. Recent important studies, featuring large-scale analyses …
social and political backlashes. Recent important studies, featuring large-scale analyses …
A network-based positive and unlabeled learning approach for fake news detection
Fake news can rapidly spread through internet users and can deceive a large audience.
Due to those characteristics, they can have a direct impact on political and economic events …
Due to those characteristics, they can have a direct impact on political and economic events …
All your fake detector are belong to us: evaluating adversarial robustness of fake-news detectors under black-box settings
With the hyperconnectivity and ubiquity of the Internet, the fake news problem now presents
a greater threat than ever before. One promising solution for countering this threat is to …
a greater threat than ever before. One promising solution for countering this threat is to …