A new direction in social network analysis: Online social network analysis problems and applications

U Can, B Alatas - Physica A: Statistical Mechanics and its Applications, 2019 - Elsevier
The use of online social networks has made significant progress in recent years as the use
of the Internet has become widespread worldwide as the technological infrastructure and the …

The impact of group polarization on the quality of online debate in social media: A systematic literature review

L Iandoli, S Primario, G Zollo - Technological Forecasting and Social …, 2021 - Elsevier
Social media are often accused of worsening the quality of online debate. In this paper, we
focus on group polarization in the context of social media-enabled interaction, a …

Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective

AKMN Islam, S Laato, S Talukder, E Sutinen - … forecasting and social …, 2020 - Elsevier
Social media plays a significant role during pandemics such as COVID-19, as it enables
people to share news as well as personal experiences and viewpoints with one another in …

Quantifying ideological polarization on a network using generalized Euclidean distance

M Hohmann, K Devriendt, M Coscia - Science Advances, 2023 - science.org
An intensely debated topic is whether political polarization on social media is on the rise. We
can investigate this question only if we can quantify polarization, by taking into account how …

Polarization and fake news: Early warning of potential misinformation targets

MD Vicario, W Quattrociocchi, A Scala… - ACM Transactions on the …, 2019 - dl.acm.org
Users' polarization and confirmation bias play a key role in misinformation spreading on
online social media. Our aim is to use this information to determine in advance potential …

Quantifying controversy on social media

K Garimella, GDF Morales, A Gionis… - ACM Transactions on …, 2018 - dl.acm.org
Which topics spark the most heated debates on social media? Identifying those topics is not
only interesting from a societal point of view but also allows the filtering and aggregation of …

Explaining the emergence of political fragmentation on social media: The role of ideology and extremism

J Bright - Journal of Computer-Mediated Communication, 2018 - academic.oup.com
This article is a systematic large-scale study of the reasons driving political fragmentation on
social media. Making use of a comparative dataset of the Twitter discussion activities of 115 …

Reducing controversy by connecting opposing views

K Garimella, G De Francisci Morales, A Gionis… - Proceedings of the …, 2017 - dl.acm.org
Society is often polarized by controversial issues that split the population into groups with
opposing views. When such issues emerge on social media, we often observe the creation …

Measuring political polarization: Twitter shows the two sides of Venezuela

AJ Morales, J Borondo, JC Losada… - … Journal of Nonlinear …, 2015 - pubs.aip.org
Political polarization is a social phenomenon that has several consequences in peoples'
lives and whose nature is not completely understood. Here, we develop a methodology to …

Social media networks, fake news, and polarization

M Azzimonti, M Fernandes - European journal of political economy, 2023 - Elsevier
We study how the structure of social media networks and the presence of fake news affects
the degree of misinformation and polarization in a society. For that, we analyze a dynamic …