A systematic review of worldwide causal and correlational evidence on digital media and democracy

P Lorenz-Spreen, L Oswald, S Lewandowsky… - Nature human …, 2023 - nature.com
One of today's most controversial and consequential issues is whether the global uptake of
digital media is causally related to a decline in democracy. We conducted a systematic …

Polarization and social media: A systematic review and research agenda

SD Arora, GP Singh, A Chakraborty, M Maity - … Forecasting and Social …, 2022 - Elsevier
The world of today presents a duality of phenomenal progress and persistent ills. Amid such
existential contradictions, public deliberation forms one of the central pillars of a functional …

A systematic review of machine learning techniques for stance detection and its applications

N Alturayeif, H Luqman, M Ahmed - Neural Computing and Applications, 2023 - Springer
Stance detection is an evolving opinion mining research area motivated by the vast increase
in the variety and volume of user-generated content. In this regard, considerable research …

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 …

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 …

The homophily principle in social network analysis: A survey

KZ Khanam, G Srivastava, V Mago - Multimedia Tools and Applications, 2023 - Springer
In recent years, social media has become a ubiquitous and integral part of social discourse.
Homophily is a fundamental topic in network science and can provide insights into the flow …

Sardistance@ evalita2020: Overview of the task on stance detection in italian tweets

AT Cignarella, M Lai, C Bosco, V Patti… - CEUR WORKSHOP …, 2020 - iris.unito.it
SardiStance is the first shared task for Italian on the automatic classification of stance in
tweets. It is articulated in two different settings: A) Textual Stance Detection, exploiting only …

Whose opinions matter? perspective-aware models to identify opinions of hate speech victims in abusive language detection

S Akhtar, V Basile, V Patti - arXiv preprint arXiv:2106.15896, 2021 - arxiv.org
Social media platforms provide users the freedom of expression and a medium to exchange
information and express diverse opinions. Unfortunately, this has also resulted in the growth …

Emotional profiling and cognitive networks unravel how mainstream and alternative press framed AstraZeneca, Pfizer and COVID-19 vaccination campaigns

A Semeraro, S Vilella, G Ruffo, M Stella - Scientific reports, 2022 - nature.com
COVID-19 vaccines have been largely debated by the press. To understand how
mainstream and alternative media debated vaccines, we introduce a paradigm …

A novel approach to stance detection in social media tweets by fusing ranked lists and sentiments

AI Al-Ghadir, AM Azmi, A Hussain - Information Fusion, 2021 - Elsevier
Stance detection is a relatively new concept in data mining that aims to assign a stance label
(favor, against, or none) to a social media post towards a specific pre-determined target …