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As social media becomes increasingly popular, more and more activities related to public health emerge. Current techniques for public health analysis involve popular models such as BERT and large language models (LLMs). However, the costs…

计算与语言 · 计算机科学 2023-09-13 Yan Jiang , Ruihong Qiu , Yi Zhang , Zi Huang

Online toxic attacks, such as harassment, trolling, and hate speech have been linked to an increase in offline violence and negative psychological effects on victims. In this paper, we studied the impact of toxicity on users' online…

社会与信息网络 · 计算机科学 2022-10-25 Ana Aleksandric , Sayak Saha Roy , Shirin Nilizadeh

Social media represent powerful tools of mass communication and information diffusion. They played a pivotal role during recent social uprisings and political mobilizations across the world. Here we present a study of the Gezi Park movement…

社会与信息网络 · 计算机科学 2014-06-30 Onur Varol , Emilio Ferrara , Christine L. Ogan , Filippo Menczer , Alessandro Flammini

Mining social media messages for health and drug related information has received significant interest in pharmacovigilance research. Social media sites (e.g., Twitter), have been used for monitoring drug abuse, adverse reactions of drug…

计算与语言 · 计算机科学 2018-05-17 Debanjan Mahata , Jasper Friedrichs , Hitkul , Rajiv Ratn Shah

Using a dataset of over 1.9 million messages posted on Twitter by about 25,000 ISIS members, we explore how ISIS makes use of social media to spread its propaganda and to recruit militants from the Arab world and across the globe. By…

社会与信息网络 · 计算机科学 2018-06-21 Adam Badawy , Emilio Ferrara

As radical messaging has proliferated on social networking sites, platforms like Reddit have been used to host support groups, including support communities for the families and friends of radicalized individuals. This study examines the…

社会与信息网络 · 计算机科学 2025-01-29 Michael Robert Haupt , Meng Zhen Larsen , Michelle Strayer , Luning Yang , Tim K. Mackey

Recent terrorist attacks carried out on behalf of ISIS on American and European soil by lone wolf attackers or sleeper cells remind us of the importance of understanding the dynamics of radicalization mediated by social media communication…

社会与信息网络 · 计算机科学 2017-06-08 Emilio Ferrara

Social media platforms are like giant arenas where users can rely on different content and express their opinions through likes, comments, and shares. However, do users welcome different perspectives or only listen to their preferred…

物理与社会 · 物理学 2023-04-24 Niccolò Di Marco , Matteo Cinelli , Shayan Alipour , Walter Quattrociocchi

LLM-powered social agents are increasingly used to simulate online social behavior, yet their realism remains difficult to validate. Existing work has largely relied on general-purpose benchmarks, while less attention has been paid to…

Since the fatal shooting of 17-year old Black teenager Trayvon Martin in February 2012 by a White neighborhood watchman, George Zimmerman in Sanford, Florida, there has been a significant increase in digital activism addressing…

计算与语言 · 计算机科学 2021-09-28 Jamell Dacon , Jiliang Tang

We develop a novel visual model which can recognize protesters, describe their activities by visual attributes and estimate the level of perceived violence in an image. Studies of social media and protests use natural language processing to…

多媒体 · 计算机科学 2017-09-20 Donghyeon Won , Zachary C. Steinert-Threlkeld , Jungseock Joo

Social media play a key role in mobilizing collective action, holding the potential for studying the pathways that lead individuals to actively engage in addressing global challenges. However, quantitative research in this area has been…

社会与信息网络 · 计算机科学 2025-04-29 Arianna Pera , Luca Maria Aiello

Social media has become a crucial conduit for the swift dissemination of information during global crises. However, this also paves the way for the manipulation of narratives by malicious actors. This research delves into the interaction…

社会与信息网络 · 计算机科学 2024-02-09 Priyanka Dey , Luca Luceri , Emilio Ferrara

This work surveys 50 Black Lives Matter activists in the United States about the role of technology in organizing protests and other actions. Broad questions about the overall ease and safety of existing technology allowed them to…

人机交互 · 计算机科学 2022-09-07 Leah Namisa Rosenbloom

The pervasive use of social media has grown to over two billion users to date, and is commonly utilized as a means to share information and shape world events. Evidence suggests that passive social media usage (i.e., viewing without taking…

社会与信息网络 · 计算机科学 2017-12-13 D. Asher , J. Caylor , M. Mittrick , J. Richardson , E. Heilman , E. Bowman , G. Korniss , B. Szymanski

Online communities featuring 'anti-X' hate and extremism, somehow thrive online despite moderator pressure. We present a first-principles theory of their dynamics, which accounts for the fact that the online population comprises diverse…

适应与自组织系统 · 物理学 2022-10-28 Pedro D. Manrique , Frank Huo , Sara El Oud , Minzhang Zheng , Lucia Illari , Neil F. Johnson

Coordinated multi-platform information operations are implemented in a variety of contexts on social media, including state-run disinformation campaigns, marketing strategies, and social activism. Characterized by the promotion of messages…

In this work we study a peculiar example of social organization on Facebook: the Occupy Movement -- i.e., an international protest movement against social and economic inequality organized online at a city level. We consider 179 US Facebook…

社会与信息网络 · 计算机科学 2015-01-29 Michela Del Vicario , Qian Zhang , Alessandro Bessi , Fabiana Zollo , Antonio Scala , Guido Caldarelli , Walter Quattrociocchi

Social media platforms such as Twitter have a fundamental role in facilitating the spread and discussion of ideas online through the concept of retweeting and replying. However, these features also contribute to the spread of…

社会与信息网络 · 计算机科学 2024-02-29 James R. Ashford

The spread of fake news, propaganda, misinformation, disinformation, and harmful content online raised concerns among social media platforms, government agencies, policymakers, and society as a whole. This is because such harmful or abusive…

计算与语言 · 计算机科学 2022-05-10 Rabindra Nath Nandi , Firoj Alam , Preslav Nakov