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 …

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 …

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 …

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 …

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 …

Formal models of opinion formation and their application to real data: evidence from online social networks

IV Kozitsin - The Journal of Mathematical Sociology, 2022 - Taylor & Francis
In this paper, we analyze data on the opinion dynamics of 1,660,927 users of an online
social network using formal models of opinion formation. We have observed that moderate …

Opinion dynamics of online social network users: a micro-level analysis

IV Kozitsin - The Journal of Mathematical Sociology, 2023 - Taylor & Francis
In this paper, we present an empirical study of the opinion dynamics of a large-scale sample
of online social network users. We estimate users' opinions as continuous scalars based on …

Recent advances in the modelling and analysis of opinion dynamics on influence networks

BDO Anderson, M Ye - International Journal of Automation and Computing, 2019 - Springer
A fundamental aspect of society is the exchange and discussion of opinions between
individuals, occurring in situations as varied as company boardrooms, elementary school …

Consensus, polarization and clustering of opinions in social networks

L Li, A Scaglione, A Swami… - IEEE Journal on Selected …, 2013 - ieeexplore.ieee.org
We consider a variation of the Deffuant-Weisbuch model introduced by Deffuant et al. in
2000, to provide new analytical insights on the opinion dynamics in a social group. We …

Learning a linear influence model from transient opinion dynamics

A De, S Bhattacharya, P Bhattacharya… - Proceedings of the 23rd …, 2014 - dl.acm.org
Many social networks are characterized by actors (nodes) holding quantitative opinions
about movies, songs, sports, people, colleges, politicians, and so on. These opinions are …