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Polarization has increased substantially in political discourse, contributing to a widening partisan divide. In this paper, we analyzed large-scale, real-world language use in Reddit communities (294,476,146 comments) and in news outlets…

计算与语言 · 计算机科学 2023-10-17 Nakwon Rim , Marc G. Berman , Yuan Chang Leong

The COVID-19 pandemic is a global crisis that has been testing every society and exposing the critical role of local politics in crisis response. In the United States, there has been a strong partisan divide between the Democratic and…

计算与语言 · 计算机科学 2021-10-15 Elise Jing , Yong-Yeol Ahn

Effective response to pandemics requires coordinated adoption of mitigation measures, like masking and quarantines, to curb a virus's spread. However, as the COVID-19 pandemic demonstrated, political divisions can hinder consensus on the…

社会与信息网络 · 计算机科学 2023-10-18 Ashwin Rao , Siyi Guo , Sze-Yuh Nina Wang , Fred Morstatter , Kristina Lerman

Abortion has been one of the most divisive issues in the United States. Yet, missing is comprehensive longitudinal evidence on how political divides on abortion are reflected in public discourse over time, on a national scale, and in…

计算机与社会 · 计算机科学 2025-02-26 Ashwin Rao , Rong-Ching Chang , Qiankun Zhong , Kristina Lerman , Magdalena Wojcieszak

Democrats and Republicans have seemed to grow apart in the past three decades. Since the United States as we know it today is undeniably bipartisan, this phenomenon would not appear as a surprise to most. However, there are triggers which…

计算机与社会 · 计算机科学 2020-10-30 Parth Shisode

The novel coronavirus pandemic continues to ravage communities across the US. Opinion surveys identified importance of political ideology in shaping perceptions of the pandemic and compliance with preventive measures. Here, we use social…

社会与信息网络 · 计算机科学 2020-11-18 Ashwin Rao , Fred Morstatter , Minda Hu , Emily Chen , Keith Burghardt , Emilio Ferrara , Kristina Lerman

Members of different political groups not only disagree about issues but also dislike and distrust each other. While social media can amplify this emotional divide -- called affective polarization by political scientists -- there is a lack…

社会与信息网络 · 计算机科学 2024-05-09 Kristina Lerman , Dan Feldman , Zihao He , Ashwin Rao

Polarization in America has reached a high point as markets are also becoming polarized. Existing research, however, focuses on specific market segments and products and has not evaluated this trend's full breadth. If such fault lines do…

社会与信息网络 · 计算机科学 2022-01-19 Alexander Ruch , Ari Decter-Frain , Raghav Batra

Public health measures were among the most polarizing topics debated online during the COVID-19 pandemic. Much of the discussion surrounded specific events, such as when and which particular interventions came into practise. In this work,…

The advent of the COVID-19 pandemic has undoubtedly affected the political scene worldwide and the introduction of new terminology and public opinions regarding the virus has further polarized partisan stances. Using a collection of tweets…

计算与语言 · 计算机科学 2025-05-12 Cindy Kim , Daniela Puchall , Jiangyi Liang , Jiwon Kim

Social media has played an important role in shaping political discourse over the last decade. At the same time, it is often perceived to have increased political polarization, thanks to the scale of discussions and their public nature. In…

社会与信息网络 · 计算机科学 2017-03-20 Kiran Garimella , Ingmar Weber

This paper provides a novel summary measure of ideological polarization in the American public based on the joint distribution of survey responses. Intuitively, polarization is maximized when views are concentrated at opposing extremes with…

综合经济学 · 经济学 2025-12-02 Alistair Pattison

There is growing concern that over the past decade, industrialized democratic nations are becoming increasingly politically polarized. Indeed, elections in the US, UK, France, and Germany have all seen tightly won races, with notable…

应用统计 · 统计学 2023-03-07 Dennies Bor , Benjamin Seiyon Lee , Edward J. Oughton

With the growth of online news over the past decade, empirical studies on political discourse and news consumption have focused on the phenomenon of filter bubbles and echo chambers. Yet recently, scholars have revealed limited evidence…

计算与语言 · 计算机科学 2024-03-21 Xiaohan Ding , Mike Horning , Eugenia H. Rho

Social media platforms play a pivotal role in shaping public opinion and amplifying political discourse, particularly during elections. However, the same dynamics that foster democratic engagement can also exacerbate polarization. To better…

社会与信息网络 · 计算机科学 2024-12-05 Hazem Ibrahim , Farhan Khan , Hend Alabdouli , Maryam Almatrooshi , Tran Nguyen , Talal Rahwan , Yasir Zaki

Polarization is often a clich{\'e}, its conceptualization remains approximate and no consensus has been reached so far. Often simply seen as an inevitable result of the use of social networks, polarization nevertheless remains a complex…

社会与信息网络 · 计算机科学 2023-09-20 Celina Treuillier , Sylvain Castagnos , Christèle Lagier , Armelle Brun

In this paper, we study the moral framing of political content on Twitter. Specifically, we examine differences in moral framing in two datasets: (i) tweets from US-based politicians annotated with political affiliation and (ii) COVID-19…

社会与信息网络 · 计算机科学 2023-06-28 Markus Reiter-Haas , Simone Kopeinik , Elisabeth Lex

We mapped the tweets of 520 US Congress members, focusing on analyzing their engagement with two broad topics: first, the COVID-19 pandemic, and second, the recent wave of anti-racist protest. We find that, in discussing COVID-19, Democrats…

社会与信息网络 · 计算机科学 2020-08-10 Anmol Panda , Divya Siddarth , Joyojeet Pal

The COVID-19 pandemic has triggered profound societal changes, extending beyond its health impacts to the moralization of behaviors. Leveraging insights from moral psychology, this study delves into the moral fabric shaping online…

社会与信息网络 · 计算机科学 2024-01-18 Julie Jiang , Luca Luceri , Emilio Ferrara

Prior research shows that public opinion on climate politics sorts along partisan lines. However, they leave open the question of whether climate politics and other politically salient issues exhibit tendencies for issue alignment, which…

物理与社会 · 物理学 2020-07-07 Ted Hsuan Yun Chen , Ali Salloum , Antti Gronow , Tuomas Ylä-Anttila , Mikko Kivelä
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