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Now that so much of collective action takes place online, web-generated data can further understanding of the mechanics of Internet-based mobilisation. This trace data offers social science researchers the potential for new forms of…

计算机与社会 · 计算机科学 2023-01-05 Scott A. Hale , Helen Margetts , Taha Yasseri

Contemporary collective action, much of which involves social media and other Internet-based platforms, leaves a digital imprint which may be harvested to better understand the dynamics of mobilization. Petition signing is an example of…

物理与社会 · 物理学 2023-01-05 Taha Yasseri , Scott A. Hale , Helen Margetts

Online petitions are an important avenue for direct political action, yet the dynamics that determine when a petition will be successful are not well understood. Here we analyze the temporal characteristics of online-petition signing…

物理与社会 · 物理学 2017-05-22 Lucas Böttcher , Olivia Woolley-Meza , Dirk Brockmann

Online government petitions represent a new data-rich mode of political participation. This work examines the thus far understudied dynamics of sharing petitions on social media in order to garner signatures and, ultimately, a government…

社会与信息网络 · 计算机科学 2021-01-05 Peter Cihon , Taha Yasseri , Scott Hale , Helen Margetts

In times marked by political turbulence and uncertainty, as well as increasing divisiveness and hyperpartisanship, Governments need to use every tool at their disposal to understand and respond to the concerns of their citizens. We study…

计算机与社会 · 计算机科学 2023-01-05 Bertie Vidgen , Taha Yasseri

Social media are now a routine part of political campaigns all over the world. However, studies of the impact of campaigning on social platform have thus far been limited to cross-sectional datasets from one election period which are…

社会与信息网络 · 计算机科学 2018-07-30 Jonathan Bright , Scott A Hale , Bharath Ganesh , Andrew Bulovsky , Helen Margetts , Phil Howard

The rapid integration of AI writing tools into online platforms raises critical questions about their impact on content production and outcomes. We leverage a unique natural experiment on Change$.$org, a leading social advocacy platform, to…

计算机与社会 · 计算机科学 2026-02-16 Isabel Corpus , Eric Gilbert , Allison Koenecke , Mor Naaman

Goel et al. (2016) examined diffusion data from Twitter to conclude that online petitions are shared more virally than other types of content. Their definition of structural virality, which measures the extent to which diffusion follows a…

计算机与社会 · 计算机科学 2017-09-20 Chi Ling Chan , Justin Lai , Bryan Hooi , Todd Davies

As citizens increasingly encounter political information in digital environments, understanding whether this engagement shapes their policy views has become a central concern. Drawing on dual-process theories of persuasion, we argue that…

计算机与社会 · 计算机科学 2026-05-28 Celina Kacperski , Roberto Ulloa , Peter Selb , Andreas Spitz , Denis Bonnay , Juhi Kulshrestha

Online petitions are a cost-effective way for citizens to collectively engage with policy-makers in a democracy. Predicting the popularity of a petition --- commonly measured by its signature count --- based on its textual content has…

计算与语言 · 计算机科学 2018-05-18 Shivashankar Subramanian , Timothy Baldwin , Trevor Cohn

In addition to more personalized content feeds, some leading social media platforms give a prominent role to content that is more widely popular. On Twitter, "trending topics" identify popular topics of conversation on the platform, thereby…

社会与信息网络 · 计算机科学 2023-04-12 Joseph Schlessinger , Kiran Garimella , Maurice Jakesch , Dean Eckles

Social influence drives both offline and online human behaviour. It pervades cultural markets, and manifests itself in the adoption of scientific and technical innovations as well as the spread of social practices. Prior empirical work on…

物理与社会 · 物理学 2014-07-14 J. -P. Onnela , F. Reed-Tsochas

Online crowdfunding has received a great deal of attention from entrepreneurs and policymakers as a promising avenue to fostering entrepreneurship and innovation. A notable aspect of this shift from an offline to an online setting is that…

社会与信息网络 · 计算机科学 2014-08-20 Gordon Burtch , Anindya Ghose , Sunil Wattal

Internet survey experiment is conducted to examine how providing peer information of evaluation about progressive firms changed individual's evaluations. Using large sample including over 13,000 observations collected by two-step…

综合经济学 · 经济学 2021-05-27 Eiji Yamamura

Today, our more-than-ever digital lives leave significant footprints in cyberspace. Large scale collections of these socially generated footprints, often known as big data, could help us to re-investigate different aspects of our social…

物理与社会 · 物理学 2023-01-05 Taha Yasseri , Jonathan Bright

An ability to infer the political leaning of social media users can help in gathering opinion polls thereby leading to a better understanding of public opinion. While there has been a body of research attempting to infer the political…

社会与信息网络 · 计算机科学 2023-12-05 Joseba Fernandez de Landa , Arkaitz Zubiaga , Rodrigo Agerri

We investigate how the overall response to a piece of information (a story or an article) evolves and relaxes as a function of time in social networks like Reddit, Digg and Youtube. This response or popularity is measured in terms of the…

社会与信息网络 · 计算机科学 2014-03-20 Rumi Ghosh , Bernardo A. Huberman

"Media events" such as political debates generate conditions of shared attention as many users simultaneously tune in with the dual screens of broadcast and social media to view and participate. Are collective patterns of user behavior…

社会与信息网络 · 计算机科学 2015-06-16 Yu-Ru Lin , Brian Keegan , Drew Margolin , David Lazer

We analyze information diffusion using empirical data that tracks online communication around two instances of mass political mobilization, including the year that lapsed in-between the protests. We compare the global properties of the…

Social media broadly refers to digital platforms and applications that simulate social interactions online. This study investigates the impact of social media platforms and their algorithms on political interest among users. As social media…

社会与信息网络 · 计算机科学 2025-07-04 Waseq Billah
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