Echo chambers on social media: A systematic review of the literature

LTL Terren, RBBR Borge-Bravo - Review of Communication …, 2021 - rcommunicationr.org
There have been growing concerns regarding the potential impact of social media on
democracy and public debate. While some theorists have claimed that ICTs and social …

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 echo chamber effect on social media

M Cinelli, G De Francisci Morales… - Proceedings of the …, 2021 - National Acad Sciences
Social media may limit the exposure to diverse perspectives and favor the formation of
groups of like-minded users framing and reinforcing a shared narrative, that is, echo …

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 …

Political discourse on social media: Echo chambers, gatekeepers, and the price of bipartisanship

K Garimella, G De Francisci Morales, A Gionis… - Proceedings of the …, 2018 - dl.acm.org
Echo chambers, ie, situations where one is exposed only to opinions that agree with their
own, are an increasing concern for the political discourse in many democratic countries. This …

SemEval-2020 task 11: Detection of propaganda techniques in news articles

G Martino, A Barrón-Cedeno, H Wachsmuth… - arxiv preprint arxiv …, 2020 - arxiv.org
We present the results and the main findings of SemEval-2020 Task 11 on Detection of
Propaganda Techniques in News Articles. The task featured two subtasks. Subtask SI is …

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 …

Community interaction and conflict on the web

S Kumar, WL Hamilton, J Leskovec… - Proceedings of the 2018 …, 2018 - dl.acm.org
Users organize themselves into communities on web platforms. These communities can
interact with one another, often leading to conflicts and toxic interactions. However, little is …

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 …

Persistent interaction patterns across social media platforms and over time

M Avalle, N Di Marco, G Etta, E Sangiorgio, S Alipour… - Nature, 2024 - nature.com
Growing concern surrounds the impact of social media platforms on public discourse,,–and
their influence on social dynamics,,,–, especially in the context of toxicity,–. Here, to better …