U Chitra, C Musco - Proceedings of the 13th International Conference on …, 2020 - dl.acm.org
While social networks have increased the diversity of ideas and information available to users, they are also blamed for increasing the polarization of user opinions. Eli Pariser's" …
The rise of social media and online social networks has been a disruptive force in society. Opinions are increasingly shaped by interactions on online social media, and social …
Social media and social networking sites have become a global pinboard for exposition and discussion of news, topics, and ideas, where social media users often update their opinions …
A long line of work in social psychology has studied variations in people's susceptibility to persuasion--the extent to which they are willing to modify their opinions on a topic. This body …
M Okawa, T Iwata - Proceedings of the 28th ACM SIGKDD Conference …, 2022 - dl.acm.org
Opinion formation and propagation are crucial phenomena in social networks and have been extensively studied across several disciplines. Traditionally, theoretical models of …
F Lu, M Maggioni, S Tang - Journal of Machine Learning Research, 2021 - jmlr.org
Systems of interacting particles, or agents, have wide applications in many disciplines, including Physics, Chemistry, Biology and Economics. These systems are governed by …
MZ Rácz, DE Rigobon - IEEE Transactions on Network Science …, 2023 - ieeexplore.ieee.org
This article studies how a centralized planner can modify the structure of a social or information network to reduce polarization. First, polarization is found to be highly …
We establish PAC learnability of influence functions for three common influence models, namely, the Linear Threshold (LT), Independent Cascade (IC) and Voter models, and …
The spread of misinformation has increased markedly in recent years, a phenomenon which has been accelerated and amplified by social media such as Facebook and Twitter. While …