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In this work we study, on a sample of 2.3 million individuals, how Facebook users consumed different information at the edge of political discussion and news during the last Italian electoral competition. Pages are categorized, according to…

Social and Information Networks · Computer Science 2014-03-14 Delia Mocanu , Luca Rossi , Qian Zhang , Màrton Karsai , Walter Quattrociocchi

The growing volume of online content prompts the need for adopting algorithmic systems of information curation. These systems range from web search engines to recommender systems and are integral for helping users stay informed about…

Information Retrieval · Computer Science 2024-01-26 Elizaveta Kuznetsova , Mykola Makhortykh , Maryna Sydorova , Aleksandra Urman , Ilaria Vitulano , Martha Stolze

We present results of opinion dynamics simulations based on the emotion/information/opinion (E/I/O) model, applied to a strongly polarized society. Under certain conditions the model leads to metastable coexistence of two subcommunities…

Physics and Society · Physics 2015-07-14 Pawel Sobkowicz

The global COVID-19 pandemic has led to the online proliferation of health-, political-, and conspiratorial-based misinformation. Understanding the reach and belief in this misinformation is vital to managing this crisis, as well as future…

Social and Information Networks · Computer Science 2021-01-29 Sophie Nightingale , Hany Farid

During the 2022 French presidential election, we collected daily Twitter messages on key topics posted by political candidates and their close networks. Using a data-driven approach, we analyze interactions among political parties,…

Social and Information Networks · Computer Science 2025-11-06 Ixandra Achitouv , David Chavalarias

Social media platforms have been exploited to conduct election interference in recent years. In particular, the Russian-backed Internet Research Agency (IRA) has been identified as a key source of misinformation spread on Twitter prior to…

Computers and Society · Computer Science 2021-02-17 Upasana Dutta , Rhett Hanscom , Jason Shuo Zhang , Richard Han , Tamara Lehman , Qin Lv , Shivakant Mishra

We examine how social media users from eight European Union (EU) member states express their socio-political identities, focusing on users' online self-presentation and group identity cues conveyed through bios. Our goal is to explore…

Social and Information Networks · Computer Science 2026-02-12 Carlo Romano Marcello Alessandro Santagiustina , Jean-Philippe Cointet , Pedro Ramaciotti Morales

Targeted online advertising is on the forefront of political communication, allowing hyper-local advertising campaigns around elections and issues. In this study, we employ a new resource for political ad monitoring -- Facebook Ads Library…

Computers and Society · Computer Science 2020-10-12 Arthur Capozzi , Gianmarco De Francisci Morales , Yelena Mejova , Corrado Monti , Andre Panisson , Daniela Paolotti

With the increasing popularity of social network services, paradigm-shifting has occurred in political communication. Politicians, candidates, and political organizations establish their fan pages to interact with online citizens.…

Computers and Society · Computer Science 2022-05-27 Ming-Hung Wang , Wei-Yang Chang , Kuan-Hung Kuo , Kuo-Yu Tsai

Studies built on dependency and world-system theory using network approaches have shown that international trade is structured into clusters of 'core' and 'peripheral' countries performing distinct functions. However, few have used these…

General Economics · Economics 2023-10-13 Fabio Ashtar Telarico

In politically sensitive scenarios like wars, social media serves as a platform for polarized discourse and expressions of strong ideological stances. While prior studies have explored ideological stance detection in general contexts,…

Computation and Language · Computer Science 2026-04-16 Hasin Jawad Ali , Ajwad Abrar , S. M. Hozaifa Hossain , M. Firoz Mridha

The growing political polarization of the American electorate over the last several decades has been widely studied and documented. During the administration of President Donald Trump, charges of "fake news" made social and news media not…

Computers and Society · Computer Science 2021-01-26 Ashiqur R. KhudaBukhsh , Rupak Sarkar , Mark S. Kamlet , Tom M. Mitchell

Coordinated campaigns on social media play a critical role in shaping crisis information environments, particularly during the onset of conflicts when uncertainty is high and verified information is scarce. We study the interplay between…

According to the World Economic Forum, the diffusion of unsubstantiated rumors on online social media is one of the main threats for our society. The disintermediated paradigm of content production and consumption on online social media…

Social and Information Networks · Computer Science 2015-10-02 Fabiana Zollo , Petra Kralj Novak , Michela Del Vicario , Alessandro Bessi , Igor Mozetic , Antonio Scala , Guido Caldarelli , Walter Quattrociocchi

While sanctions in political and economic areas are now part of the standard repertoire of Western countries (not always endorsed by UN mandates), sanctions in science and culture in general are new. Historically, fundamental research as…

This article analyzes the Hamas-Israel controversy through 253,925 Spanish-language YouTube comments posted between October 2023 and January 2024, following the October 7 attack that escalated the conflict. Adopting an interdisciplinary…

Computation and Language · Computer Science 2025-04-17 Victor Manuel Hernandez Lopez , Jaime E. Cuellar

Highly skilled professionals' forced migration from Ukraine was triggered by the conflict in Ukraine in 2014 and amplified by the Russian invasion in 2022. Here, we utilize LinkedIn estimates and official refugee data from the World Bank…

Computers and Society · Computer Science 2023-07-20 Margherita Bertè , Daniela Paolotti , Kyriaki Kalimeri

The 2024 U.S. Presidential Election unfolded within an information environment of unprecedented volatility, challenging citizens to navigate a torrent of rapidly evolving, often contradictory information while determining what to believe.…

Social and Information Networks · Computer Science 2025-12-25 Kijung Lee

In 2022 the Russian invasion of Ukraine began. It is known that Ukraine faced outages because of the damage to their infrastructure. It is also known that Russia was boycotted by the international community. However the impact on the…

Networking and Internet Architecture · Computer Science 2022-11-14 Cristian Trusin , Leandro Bertholdo , Jose Jair Santanna

According to the classical definition, propaganda is the management of collective attitudes by manipulation of significant symbols. However this definition has changed to computational propaganda, the way manipulation takes place in digital…

Social and Information Networks · Computer Science 2024-04-09 Manita Pote
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