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 …

Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language

G Ruffo, A Semeraro, A Giachanou, P Rosso - Computer science review, 2023 - Elsevier
With the explosive growth of online social media, the ancient problem of information
disorders interfering with news diffusion has surfaced with a renewed intensity threatening …

From pretraining data to language models to downstream tasks: Tracking the trails of political biases leading to unfair NLP models

S Feng, CY Park, Y Liu, Y Tsvetkov - arxiv preprint arxiv:2305.08283, 2023 - arxiv.org
Language models (LMs) are pretrained on diverse data sources, including news, discussion
forums, books, and online encyclopedias. A significant portion of this data includes opinions …

The echo chamber effect on social media

M Cinelli, G De Francisci Morales, A Galeazzi… - Proceedings of the …, 2021 - pnas.org
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 …

An unexpectedly large count of trees in the West African Sahara and Sahel

M Brandt, CJ Tucker, A Kariryaa, K Rasmussen, C Abel… - Nature, 2020 - nature.com
A large proportion of dryland trees and shrubs (hereafter referred to collectively as trees)
grow in isolation, without canopy closure. These non-forest trees have a crucial role in …

[BOG][B] Are filter bubbles real?

A Bruns - 2019 - books.google.com
There has been much concern over the impact of partisan echo chambers and filter bubbles
on public debate. Is this concern justified, or is it distracting us from more serious issues …

A confirmation bias view on social media induced polarisation during Covid-19

S Modgil, RK Singh, S Gupta, D Dennehy - Information Systems Frontiers, 2024 - Springer
Social media has played a pivotal role in polarising views on politics, climate change, and
more recently, the Covid-19 pandemic. Social media induced polarisation (SMIP) poses …

Human–AI adaptive dynamics drives the emergence of information cocoons

J Piao, J Liu, F Zhang, J Su, Y Li - Nature Machine Intelligence, 2023 - nature.com
Despite AI-driven recommendation algorithms being widely adopted to counter information
overload, substantial evidence suggests that they are building cocoons of homogeneous …

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 …

Falling into the echo chamber: the Italian vaccination debate on Twitter

A Cossard, GDF Morales, K Kalimeri… - Proceedings of the …, 2020 - ojs.aaai.org
The reappearance of measles in the US and Europe, a disease considered eliminated in
early 2000s, has been accompanied by a growing debate on the merits of vaccination on …