Minimizing polarization and disagreement in social networks

C Musco, C Musco, CE Tsourakakis - … of the 2018 world wide web …, 2018 - dl.acm.org
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 …

Quantifying and minimizing risk of conflict in social networks

X Chen, J Lijffijt, T De Bie - Proceedings of the 24th ACM SIGKDD …, 2018 - dl.acm.org
Controversy, disagreement, conflict, polarization and opinion divergence in social networks
have been the subject of much recent research. In particular, researchers have addressed …

Measuring and moderating opinion polarization in social networks

A Matakos, E Terzi, P Tsaparas - Data Mining and Knowledge Discovery, 2017 - Springer
The polarization of society over controversial social issues has been the subject of study in
social sciences for decades (Isenberg in J Personal Soc Psychol 50 (6): 1141–1151, 1986 …

Minimizing polarization and disagreement in social networks via link recommendation

L Zhu, Q Bao, Z Zhang - Advances in Neural Information …, 2021 - proceedings.neurips.cc
Individual's opinions are fundamentally shaped and evolved by their interactions with other
people, and social phenomena such as disagreement and polarization are now tightly …

Opinion dynamics with varying susceptibility to persuasion

R Abebe, J Kleinberg, D Parkes… - Proceedings of the 24th …, 2018 - dl.acm.org
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 …

Modeling opinion dynamics in social networks

A Das, S Gollapudi, K Munagala - … conference on Web search and data …, 2014 - dl.acm.org
Our opinions and judgments are increasingly shaped by what we read on social media--
whether they be tweets and posts in social networks, blog posts, or review boards. These …

Manipulating opinion diffusion in social networks

R Bredereck, E Elkind - IJCAI International Joint Conference on …, 2017 - ora.ox.ac.uk
We consider opinion diffusion in binary influence networks, where at each step one or more
agents update their opinions so as to be in agreement with the majority of their neighbors …

Analyzing the impact of filter bubbles on social network polarization

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" …

Towards consensus: Reducing polarization by perturbing social networks

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 …

A viral marketing-based model for opinion dynamics in online social networks

S Tu, S Neumann - Proceedings of the ACM Web Conference 2022, 2022 - dl.acm.org
Online social networks provide a medium for citizens to form opinions on different societal
issues, and a forum for public discussion. They also expose users to viral content, such as …