Stance detection on social media: State of the art and trends

A AlDayel, W Magdy - Information Processing & Management, 2021 - Elsevier
Stance detection on social media is an emerging opinion mining paradigm for various social
and political applications in which sentiment analysis may be sub-optimal. There has been a …

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 …

Leveraging large language models in conversational recommender systems

L Friedman, S Ahuja, D Allen, Z Tan… - arxiv preprint arxiv …, 2023 - arxiv.org
A Conversational Recommender System (CRS) offers increased transparency and control to
users by enabling them to engage with the system through a real-time multi-turn dialogue …

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 …

Greater Internet use is not associated with faster growth in political polarization among US demographic groups

L Boxell, M Gentzkow, JM Shapiro - … of the National Academy of Sciences, 2017 - pnas.org
We combine eight previously proposed measures to construct an index of political
polarization among US adults. We find that polarization has increased the most among the …

The triple‐filter bubble: Using agent‐based modelling to test a meta‐theoretical framework for the emergence of filter bubbles and echo chambers

D Geschke, J Lorenz, P Holtz - British Journal of Social …, 2019 - Wiley Online Library
Filter bubbles and echo chambers have both been linked recently by commentators to rapid
societal changes such as Brexit and the polarization of the US American society in the …

Quantifying controversy on social media

K Garimella, GDF Morales, A Gionis… - ACM Transactions on …, 2018 - dl.acm.org
Which topics spark the most heated debates on social media? Identifying those topics is not
only interesting from a societal point of view but also allows the filtering and aggregation of …

Affective polarization in the digital age: Testing the direction of the relationship between social media and users' feelings for out-group parties

M Nordbrandt - New media & society, 2023 - journals.sagepub.com
There is considerable disagreement among scholars as to whether social media fuels
polarization in society. However, a few have considered the possibility that polarization may …

Me, my echo chamber, and I: introspection on social media polarization

N Gillani, A Yuan, M Saveski, S Vosoughi… - Proceedings of the 2018 …, 2018 - dl.acm.org
Homophily-our tendency to surround ourselves with others who share our perspectives and
opinions about the world-is both a part of human nature and an organizing principle …

Polarization over vaccination: Ideological differences in Twitter expression about COVID-19 vaccine favorability and specific hesitancy concerns

X Jiang, MH Su, J Hwang, R Lian… - Social Media+ …, 2021 - journals.sagepub.com
Vaccine hesitancy has been a growing public health issue, but during COVID-19,
understanding vaccine hesitancy and promote vaccine favorability takes on a troubling …