Opinion polarization in social networks
… In this paper, we are interested in opinion dynamics on social networks. A powerful mathematical
paradigm that has emerged in the last 20 years to address opinion formation problems …
paradigm that has emerged in the last 20 years to address opinion formation problems …
Measuring and moderating opinion polarization in social networks
… and reducing polarization of opinions in a social network. Using a standard opinion formation
… the polarization index, which, given a network and the opinions of the individuals in the …
… the polarization index, which, given a network and the opinions of the individuals in the …
Consensus, polarization and clustering of opinions in social networks
L Li, A Scaglione, A Swami… - IEEE Journal on Selected …, 2013 - ieeexplore.ieee.org
… We first study the dynamics of opinion formation under random … the opinion dynamics and
explore the underlying characteristics that mark the phase transition from opinion polarization …
explore the underlying characteristics that mark the phase transition from opinion polarization …
Modeling echo chambers and polarization dynamics in social networks
… In this Letter, we propose a simple model of opinion … in polarized social networks: (i)
more-active users, strongly engaged in social interactions, tend to show more-extreme opinions, and …
more-active users, strongly engaged in social interactions, tend to show more-extreme opinions, and …
Modelling how social network algorithms can influence opinion polarization
… also arise for particular networks with well-defined community structures. Altogether, our
results indicate that the social network algorithm is crucial to mitigate or promote polarization. …
results indicate that the social network algorithm is crucial to mitigate or promote polarization. …
Research on opinion polarization by big data analytics capabilities in online social networks
Y Xing, X Wang, C Qiu, Y Li, W He - Technology in Society, 2022 - Elsevier
… Opinion polarization in online social networks causes a lot of concerns on its social, … ,
we choose Weibo as the data source to analyze opinion polarization in the social network. …
we choose Weibo as the data source to analyze opinion polarization in the social network. …
A model of opinion and propagation structure polarization in social media
HA Prasetya, T Murata - Computational Social Networks, 2020 - Springer
… opinion, we argue that the opinion polarization—and in turn, echo chambers—observed in
online social medias happens through opinion … The idea of a news-driven opinion model has …
online social medias happens through opinion … The idea of a news-driven opinion model has …
Opinion amplification causes extreme polarization in social networks
SL Lim, PJ Bentley - Scientific Reports, 2022 - nature.com
… Given that such polarization is also evident in real world social networks, in this section we
… reverse extreme polarization. Recent research on polarisation mitigation and opinion control …
… reverse extreme polarization. Recent research on polarisation mitigation and opinion control …
Social media, network heterogeneity, and opinion polarization
… social media, social network service (SNS) network heterogeneity, and opinion polarization.
The results show that the use of social media is a positive predictor of the level of network …
The results show that the use of social media is a positive predictor of the level of network …
Will the personalization of online social networks foster opinion polarization?
M Maes, L Bischofberger - Available at SSRN 2553436, 2015 - papers.ssrn.com
… theories of opinion polarization, demonstrating … social networks. The first class of theories
has been used to defend the hypothesis that personalization increases opinion polarization (…
has been used to defend the hypothesis that personalization increases opinion polarization (…
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