The impact of group polarization on the quality of online debate in social media: A systematic literature review
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 …
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
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 …
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 …
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 …
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
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 …
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 …
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
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 …
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 …
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 …
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 …
media services. While the political nature of any technologies is widely acknowledged in …