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Research across different disciplines has documented the expanding polarization in social media. However, much of it focused on the US political system or its culturally controversial topics. In this work, we explore polarization on Twitter…

社会与信息网络 · 计算机科学 2021-04-13 Ramon Villa-Cox , Helen , Zeng , Ashiqur R. KhudaBukhsh , Kathleen M. Carley

Web platforms have allowed political manifestation and debate for decades. Technology changes have brought new opportunities for expression, and the availability of longitudinal data of these debates entice new questions regarding who…

社会与信息网络 · 计算机科学 2020-05-21 Eduardo Graells-Garrido , Ricardo Baeza-Yates , Mounia Lalmas

This work aims at emphasizing a number of questions that, although crucial since the early days of media studies, have not yet been the object of the empirical and computational study that they deserve: How does collective attention…

物理与社会 · 物理学 2022-11-04 Maria Castaldo , Paolo Frasca , Tommaso Venturini

This study explores the prevalence of hate speech (HS) and sentiment in YouTube video comments concerning the Israel-Palestine conflict by analyzing content from both public and private news sources. The research involved annotating 4983…

计算与语言 · 计算机科学 2025-03-17 Simon Hofmann , Christoph Sommermann , Mathias Kraus , Patrick Zschech , Julian Rosenberger

We investigate opinion dynamics and information spreading on networks under the influence of content filtering technologies. The filtering mechanism, present in many online social platforms, reduces individuals' exposure to disagreeing…

物理与社会 · 物理学 2024-01-26 Antonio F. Peralta , János Kertész , Gerardo Iñiguez

Social media provides a critical communication platform for political figures, but also makes them easy targets for harassment. In this paper, we characterize users who adversarially interact with political figures on Twitter using…

人机交互 · 计算机科学 2020-05-12 Yiqing Hua , Mor Naaman , Thomas Ristenpart

YouTube is an important source of news and entertainment worldwide, but the scale makes it challenging to study the ideas and topics being discussed on the platform. This paper presents new methods to discover and classify YouTube channels…

机器学习 · 计算机科学 2020-10-21 Sam Clark , Anna Zaitsev

Politicization is a social phenomenon studied by political science characterized by the extent to which ideas and facts are given a political tone. A range of topics, such as climate change, religion and vaccines has been subject to…

Health misinformation is believed to have contributed to vaccine hesitancy during the Covid-19 pandemic, highlighting concerns about the role of social media in polarization and social stability. While previous research has identified a…

社会与信息网络 · 计算机科学 2022-03-04 Ashwin Rao , Fred Morstatter , Kristina Lerman

Twitter is increasingly used for political, advertising and marketing campaigns, where the main aim is to influence users to support specific causes, individuals or groups. We propose a novel methodology for mining and analyzing Twitter…

社会与信息网络 · 计算机科学 2020-11-24 Shanika Karunasekera , Kwan Hui Lim , Aaron Harwood

We provide an NLP framework to uncover four linguistic dimensions of political polarization in social media: topic choice, framing, affect and illocutionary force. We quantify these aspects with existing lexical methods, and propose…

计算与语言 · 计算机科学 2019-04-05 Dorottya Demszky , Nikhil Garg , Rob Voigt , James Zou , Matthew Gentzkow , Jesse Shapiro , Dan Jurafsky

Online video-sharing sites such as YouTube are very popular and also used by a lot of people to obtain knowledge and information, also on science, health and technology. Technically they could be valuable tools for the public communication…

计算机与社会 · 计算机科学 2016-04-19 Joachim Allgaier

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

We aim at solving the problem of predicting people's ideology, or political tendency. We estimate it by using Twitter data, and formalize it as a classification problem. Ideology-detection has long been a challenging yet important problem.…

机器学习 · 计算机科学 2020-06-19 Zhiping Xiao , Weiping Song , Haoyan Xu , Zhicheng Ren , Yizhou Sun

We investigate the alignment of international attention of news media organizations within 193 countries with the expressed international interests of the public within those same countries from March 7, 2016 to April 14, 2017. We collect…

社会与信息网络 · 计算机科学 2018-02-20 Haewoon Kwak , Jisun An , Joni Salminen , Soon-Gyo Jung , Bernard J. Jansen

YouTube plays an ever more important role as a political medium. Yet, the implications are to-date not well understood and difficult to analyse, since access to YouTube's statistics is limited. To address this gap, we surveyed 124 people…

计算机与社会 · 计算机科学 2020-12-15 Yury Kolotaev , Konrad Kollnig

Current works on Information Centric Networking assume the spectrum of caching strategies under the Least Recently/ Frequently Used (LRFU) scheme as the de-facto standard, due to the ease of implementation and easier analysis of such…

社会与信息网络 · 计算机科学 2014-07-07 Amandianeze O Nwana , Salman Avestimehr , Tsuhan Chen

How does political discourse spread in digital networks? Can we empirically test if certain conceptual frames of social movements have a correlate on their online discussion networks? Through an analysis of the Twitter data from the Occupy…

社会与信息网络 · 计算机科学 2013-08-07 Jorge Fabrega , Javier Sajuria

While most social media companies have attempted to address the challenge of COVID-19 misinformation, the success of those policies is difficult to assess, especially when focusing on individual platforms. This study explores the…

社会与信息网络 · 计算机科学 2022-08-30 David S. Axelrod , Brian P. Harper , John C. Paolillo

This paper investigates visual media shared by US national politicians on Twitter, how a politician's variety of image types shared reflects their political position, and identifies a hazard in using standard methods for image…

计算机与社会 · 计算机科学 2023-08-01 Amogh Joshi , Cody Buntain