Spread of misinformation on social media: What contributes to it and how to combat it

S Chen, L Xiao, A Kumar - Computers in Human Behavior, 2023 - Elsevier
With the prevalence and increasing impact of misinformation on social media, numerous
studies have explored the characteristics of misinformation. However, we lack a holistic …

Contrasting the spread of misinformation in online social networks

M Amoruso, D Anello, V Auletta, R Cerulli… - Journal of Artificial …, 2020 - jair.org
Online social networks are nowadays one of the most effective and widespread tools used to
share information. In addition to being employed by individuals for communicating with …

Limiting the spread of misinformation while effectively raising awareness in social networks

H Zhang, H Zhang, X Li, MT Thai - … CSoNet 2015, Beijing, China, August 4 …, 2015 - Springer
In this paper, we study the Misinformation Containment (MC) problem. In particular, taking
into account the faster development of misinformation detection techniques, we mainly focus …

Exploiting social influence to control elections based on scoring rules

F Corò, E Cruciani, G D'Angelo, S Ponziani - arXiv preprint arXiv …, 2019 - arxiv.org
Online social networks are used to diffuse opinions and ideas among users, enabling a
faster communication and a wider audience. The way in which opinions are conditioned by …

Challenges and opportunities to counter information operations through social network analysis and theory

A Bargar, S Pitts, J Butkevics… - 2019 11th International …, 2019 - ieeexplore.ieee.org
Information operations on social media have recently attracted the attention of media outlets,
research organizations and governments, given the proliferation of high-profile cases such …

Fake news propagation and mitigation techniques: A survey

A Saxena, P Saxena, H Reddy - Principles of Social Networking: The New …, 2022 - Springer
Today, major online social networking websites host millions of user accounts. These
websites provide a convenient platform for sharing information and opinions in the form of …

Minimum budget for misinformation detection in online social networks with provable guarantees

CV Pham, DV Pham, BQ Bui, AV Nguyen - Optimization letters, 2022 - Springer
Abstract Misinformation detection in Online Social Networks has recently become a critical
topic due to its important role in restraining misinformation. Recent studies have showed that …

Adaptive sampling and quick anomaly detection in large networks

X Xian, A Semenov, Y Hu, A Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The monitoring of data streams with a network structure have drawn increasing attention due
to its wide applications in modern process control. In these applications, high-dimensional …

Detecting misinformation in online social networks before it is too late

H Zhang, A Kuhnle, H Zhang… - 2016 IEEE/ACM …, 2016 - ieeexplore.ieee.org
While online social networks provide access to a massive information source, they also
enable wide dissemination of false or inaccurate content. Undesirable results caused by …

Fight under uncertainty: Restraining misinformation and pushing out the truth

H Zhang, A Kuhnle, JD Smith… - 2018 IEEE/ACM …, 2018 - ieeexplore.ieee.org
While online social networks (OSNs) have become an important platform for information
exchange, the abuse of OSNs to spread misinformation has become a significant threat to …