A model of opinion and propagation structure polarization in social media

HA Prasetya, T Murata - Computational Social Networks, 2020 - Springer
The issue of polarization in online social media has been gaining attention in recent years
amid the changing political landscapes of many parts of the world. Several studies …

Modelling how social network algorithms can influence opinion polarization

HF de Arruda, FM Cardoso, GF de Arruda… - Information …, 2022 - Elsevier
The study of the dynamics of opinion formation and transmission in social networks has
attracted lots of attention. Here, we propose a model that simulates communication in an …

A measure of polarization on social media networks based on community boundaries

P Guerra, W Meira Jr, C Cardie… - Proceedings of the …, 2013 - ojs.aaai.org
Polarization in social media networks is a fact in several scenarios such as political debates
and other contexts such as same-sex marriage, abortion and gun control. Understanding …

[HTML][HTML] Social influence and unfollowing accelerate the emergence of echo chambers

K Sasahara, W Chen, H Peng, GL Ciampaglia… - … of Computational Social …, 2021 - Springer
While social media make it easy to connect with and access information from anyone, they
also facilitate basic influence and unfriending mechanisms that may lead to segregated and …

Modeling echo chambers and polarization dynamics in social networks

F Baumann, P Lorenz-Spreen, IM Sokolov… - Physical Review Letters, 2020 - APS
Echo chambers and opinion polarization recently quantified in several sociopolitical
contexts and across different social media raise concerns on their potential impact on the …

Opinion formation on social media: an empirical approach

F Xiong, Y Liu - Chaos: An Interdisciplinary Journal of Nonlinear …, 2014 - pubs.aip.org
Opinion dynamics tries to describe the process of public opinion formation in social systems.
Many opinion models have been presented that explore how the local individual behavior …

[HTML][HTML] The drivers of online polarization: Fitting models to data

CM Valensise, M Cinelli, W Quattrociocchi - Information Sciences, 2023 - Elsevier
Users online tend to join polarized groups of like-minded peers around shared narratives,
forming echo chambers. The echo chamber effect and opinion polarization may be driven by …

Depolarization of echo chambers by random dynamical nudge

CB Currin, SV Vera, A Khaledi-Nasab - Scientific Reports, 2022 - nature.com
In social networks, users often engage with like-minded peers. This selective exposure to
opinions might result in echo chambers, ie, political fragmentation and social polarization of …

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 …

[PDF][PDF] Polarization on social media

K Garimella - 2018 - aaltodoc.aalto.fi
Social media and the web have provided a foundation where users can easily access
diverse information from around the world. However, over the years, various factors, such as …