Fake news propagation: A review of epidemic models, datasets, and insights

S Raponi, Z Khalifa, G Oligeri, R Di Pietro - ACM Transactions on the …, 2022 - dl.acm.org
Fake news propagation is a complex phenomenon influenced by a multitude of factors
whose identification and impact assessment is challenging. Although many models have …

Fake news detection within online social media using supervised artificial intelligence algorithms

FA Ozbay, B Alatas - Physica A: statistical mechanics and its applications, 2020 - Elsevier
Along with the development of the Internet, the emergence and widespread adoption of the
social media concept have changed the way news is formed and published. News has …

Rumor spreading model considering rumor credibility, correlation and crowd classification based on personality

X Chen, N Wang - Scientific reports, 2020 - nature.com
The study of rumor spreading or rumor controlling is important and necessary because
rumors can cause serious negative effects on society. The process of rumor spreading is …

Rumor propagation dynamic model based on evolutionary game and anti-rumor

Y Xiao, D Chen, S Wei, Q Li, H Wang, M Xu - Nonlinear Dynamics, 2019 - Springer
In the online social network, the spreading process of rumor contains complex dynamics.
The traditional research of the rumor propagation mainly studies the spreading process of …

Cerebral micro-bleeding detection based on densely connected neural network

S Wang, C Tang, J Sun, Y Zhang - Frontiers in neuroscience, 2019 - frontiersin.org
Cerebral micro-bleedings (CMBs) are small chronic brain hemorrhages that have many side
effects. For example, CMBs can result in long-term disability, neurologic dysfunction …

Rumor spreading model with considering debunking behavior in emergencies

Y Tian, X Ding - Applied Mathematics and Computation, 2019 - Elsevier
Rumor spreading in OSNs has been posing a significant threat to maintain the normal social
order. In recent years, extensive efforts have been directed towards studying the rumor …

A hybrid model for fake news detection: Leveraging news content and user comments in fake news

M Albahar - IET Information Security, 2021 - Wiley Online Library
Nowadays, social media platforms such as Twitter have become a popular medium for
people to spread and consume news because of their easy access and the rapid …

Rumor diffusion model based on representation learning and anti-rumor

Y Xiao, Q Yang, C Sang, Y Liu - IEEE Transactions on Network …, 2020 - ieeexplore.ieee.org
The traditional rumor diffusion model primarily studies the rumor itself and user behavior as
the entry points. The complexity of user behavior, multidimensionality of the communication …

Sentiment mutation and negative emotion contagion dynamics in social media: A case study on the Chinese Sina Microblog

F Yin, X Xia, Y Pan, Y She, X Feng, J Wu - Information Sciences, 2022 - Elsevier
Negative emotional contagion along with sentiment mutation through information
propagation on social media is critical for mitigating disinformation and directing public …

SHI1I2R competitive information spreading model in online and offline two-layer networks in emergencies

K Du, R Fan - Expert Systems with Applications, 2024 - Elsevier
Previous research on information propagation has primarily focused on either online social
networks or offline social networks. Additionally, there remains a gap in understanding the …