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 …

Societal effects of social media in organizations: Reflective points deriving from a systematic literature review and a bibliometric meta-analysis

D Vrontis, E Siachou, G Sakka, S Chatterjee… - European Management …, 2022 - Elsevier
Social media provides its users with uninterrupted access to information for a variety of
matters. On the one hand, social media helps people to express themselves freely and …

The Twitter parliamentarian database: Analyzing Twitter politics across 26 countries

L Van Vliet, P Törnberg, J Uitermark - PLoS one, 2020 - journals.plos.org
This article introduces the Twitter Parliamentarian Database (TPD), a multi-source and
manually validated database of parliamentarians on Twitter. The TPD includes …

A scoping review on the use of natural language processing in research on political polarization: trends and research prospects

R Németh - Journal of computational social science, 2023 - Springer
As part of the “text-as-data” movement, Natural Language Processing (NLP) provides a
computational way to examine political polarization. We conducted a methodological …

[HTML][HTML] Social media's dark secrets: A propagation, lexical and psycholinguistic oriented deep learning approach for fake news proliferation

K Ahmed, MA Khan, I Haq, A Al Mazroa… - Expert Systems with …, 2024 - Elsevier
Most existing methods for detecting fraudulent news or other forms of disinformation
primarily rely on user profiling or content analysis, determining whether a given article aligns …

From Twitter to Charlottesville: Analyzing the fighting words between the alt-right and Antifa

A Klein - International Journal of Communication, 2019 - ijoc.org
This study examines the Twitter rivalry of two groups of the alt-Right and antifascist
movement to understand how certain appeals, launched through social media, may promote …

Modeling the Diffusion of Fake and Real News through the Lens of the Diffusion of Innovations Theory

A Joy, R Pathak, A Shrestha, F Spezzano… - ACM Transactions on …, 2024 - dl.acm.org
These days, people have increasingly used social media as a go-to resource for any
information need and daily news diet. In the past decade, the news ecosystem and …

Characterizing and predicting fake news spreaders in social networks

A Shrestha, F Spezzano - International journal of data science and …, 2022 - Springer
Due to its rapid spread over social media and the societal threat of changing public opinion,
fake news has gained massive attention. Users' role in disseminating fake news has …

Validating Wordscores: The promises and pitfalls of computational text scaling

B Bruinsma, K Gemenis - Communication Methods and Measures, 2019 - Taylor & Francis
Wordscores is a popular computational text analysis method with numerous applications in
communication research. Wordscores claims to scale documents on specified dimensions …

Party Politics, Values and the Design of Social Media Services: Implications of political elites' values and ideologies to mitigating of political polarisation through …

K Grön, M Nelimarkka - Proceedings of the ACM on human-computer …, 2020 - dl.acm.org
There have been several attempts to support political engagement through novel social
media services. While the political nature of any technologies is widely acknowledged in …