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Online discussions of science involve complex interactions among experts, news media, and social media users as they interpret and disseminate scientific findings. While prior work has examined these actors in isolation, their interplay in…

Social and Information Networks · Computer Science 2026-03-19 Alexandros Efstratiou , Giuseppe Russo , Luca Luceri

Social media platforms have become key tools for coordinated influence operations, enabling state actors to manipulate public opinion through strategic, collective actions. While previous research has suggested collaboration between states,…

Social and Information Networks · Computer Science 2025-02-25 Valeria Pantè , David Axelrod , Alessandro Flammini , Filippo Menczer , Emilio Ferrara , Luca Luceri

The rapid diffusion of "microblogging" services such as Twitter is ushering in a new era of possibilities for organizations to communicate with and engage their core stakeholders and the general public. To enhance understanding of the…

Computers and Society · Computer Science 2012-04-17 Kristen Lovejoy , Gregory D. Saxton

Databases of highly networked individuals have been indispensable in studying narratives and influence on social media. To support studies on Twitter in India, we present a systematically categorised database of accounts of influence on…

Toxic and uncivil politics is widely seen as a growing threat to democratic values and governance, yet our understanding of the drivers and evolution of political incivility remains limited. Leveraging a novel dataset of nearly 18 million…

Computation and Language · Computer Science 2025-03-31 Petter Törnberg , Juliana Chueri

Given the centrality of regions in social movements, politics and public administration we aim to quantitatively study inter- and intra-regional communication for the first time. This work uses social media posts to first identify…

Social and Information Networks · Computer Science 2018-07-12 Rudy Arthur , Hywel T. P. Williams

This paper presents a quantitative study of Twitter, one of the most popular micro-blogging services, from the perspective of user influence. We crawl several datasets from the most active communities on Twitter and obtain 20.5 million user…

Social and Information Networks · Computer Science 2013-07-17 Huy Nguyen , Rong Zheng

Opinion dynamics models describe the evolution of behavioral changes within social networks and are essential for informing strategies aimed at fostering positive collective changes, such as climate action initiatives. When applied to…

Physics and Society · Physics 2025-05-07 Alessia Antelmi , Carmine Spagnuolo , Luca Maria Aiello

The dynamics and influence of fake news on Twitter during the 2016 US presidential election remains to be clarified. Here, we use a dataset of 171 million tweets in the five months preceding the election day to identify 30 million tweets,…

Social and Information Networks · Computer Science 2019-03-21 Alexandre Bovet , Hernan A. Makse

North American institutions of higher education (IHEs): universities, 4- and 2-year colleges, and trade schools -- are heavily present and followed on Twitter. An IHE Twitter account, on average, has 20,000 subscribers. Many of them follow…

Social and Information Networks · Computer Science 2020-10-06 Dmitry Zinoviev , Shana Cote , Robert Diaz

The advent of the era of Big Data has allowed many researchers to dig into various socio-technical systems, including social media platforms. In particular, these systems have provided them with certain verifiable means to look into certain…

Social and Information Networks · Computer Science 2015-08-31 Hoai Nguyen Huynh , Erika Fille Legara , Christopher Monterola

We describe a methodology of rating the influence of a Twitter ac-count in this famous microblogging service. We then evaluate it over real ac-counts, under the belief that influence is not only a matter of quantity (amount of followers),…

Social and Information Networks · Computer Science 2014-04-22 Gerasimos Razis , Ioannis Anagnostopoulos

Recent research brought awareness of the issue of bots on social media and the significant risks of mass manipulation of public opinion in the context of political discussion. In this work, we leverage Twitter to study the discourse during…

Social and Information Networks · Computer Science 2019-02-11 Luca Luceri , Ashok Deb , Adam Badawy , Emilio Ferrara

The rise in popularity of Twitter has led to a debate on its impact on public opinions. The optimists foresee an increase in online participation and democratization due to social media's personal and interactive nature. Cyber-pessimists,…

Social and Information Networks · Computer Science 2014-10-03 Zhe Liu , Ingmar Weber

Recent empirical findings suggest that societies have become more polarized in various countries. That is, the median voter of today represents a smaller fraction of society compared to two decades ago and yet, the mechanisms underlying…

Physics and Society · Physics 2020-01-15 Lucas Böttcher , Pedro Montealegre , Eric Goles , Hans Gersbach

In this manuscript, we analyze the interaction network on Twitter among members of the 117th U.S. Congress to assess the visibility of political leaders and explore how systemic properties and node attributes influence the formation of…

Applications · Statistics 2024-09-17 Carolina Luque , Juan Sosa

Social media users exhibit diverse behavioral patterns as platforms function simultaneously as information and friendship networks. We introduce a reciprocity-based framework mapping users onto two-dimensional space defined by bidirectional…

Social and Information Networks · Computer Science 2026-01-23 Shiori Hironaka , Hayato Oshimo , Mitsuo Yoshida , Kyoji Umemura

Social media has changed the ways of communication, where everyone is equipped with the power to express their opinions to others in online discussion platforms. Previously, a number of stud- ies have been presented to identify opinion…

Social and Information Networks · Computer Science 2017-11-21 Mohsin Adalat , Muaz A. Niazi

Altmetrics have led to new quantitative studies of science through social media interactions. However, there are no models of science communication that respond to the multiplicity of non-academic channels. Using the 3653 authors with the…

Digital Libraries · Computer Science 2023-04-12 Daniel Torres-Salinas , Domingo Docampo , Wenceslao Arroyo-Machado , Nicolas Robinson-Garcia

Influencers are key to the nature and networks of information propagation on social media. Influencers are particularly important in political discourse through their engagement with issues, and may derive their legitimacy either solely or…

Social and Information Networks · Computer Science 2021-09-17 Saloni Dash , Dibyendu Mishra , Gazal Shekhawat , Joyojeet Pal