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Given the fundamental role of the Internet in our lives, a better understanding of its operational status during war times is crucial. In this paper, we analyze the Ukrainian Internet during the first months of war after the Russian…

Networking and Internet Architecture · Computer Science 2022-08-22 Valerio Luconi , Alessio Vecchio

The Russian invasion of Ukraine in February 2022 was accompanied by practices of information warfare, yet existing evidence is largely anecdotal while large-scale empirical evidence is lacking. Here, we analyze the spread of pro-Russian…

Social and Information Networks · Computer Science 2023-08-28 Dominique Geissler , Dominik Bär , Nicolas Pröllochs , Stefan Feuerriegel

We analyze Iran-related discourse across two structurally different platforms: Telegram (7,567 messages from international news channels) and Reddit (23,909 posts and comments from Iran-focused and global communities). Using a single…

Social and Information Networks · Computer Science 2026-03-13 Despoina Antonakaki , Sotiris Ioannidis

This article identifies and characterises political narratives regarding Europe and broadcasted in UK press during 2016 and 2017. A new theoretical and operational framework is proposed for typifying discourse narratives propagated in the…

Computers and Society · Computer Science 2019-02-25 Jorge Louçã , António Fonseca

It is widely understood that diffusion of and simultaneous interactions between narratives -- defined here as persistent point-of-view messaging -- significantly contributes to the shaping of political discourse and public opinion. In this…

Social and Information Networks · Computer Science 2021-11-23 Akshay Aravamudan , Xi Zhang , Jihye Song , Stephen M. Fiore , Georgios C. Anagnostopoulos

Social media platforms, particularly Telegram, play a pivotal role in shaping public perceptions and opinions on global and national issues. Unlike traditional news media, Telegram allows for the proliferation of user-generated content with…

Social and Information Networks · Computer Science 2024-10-29 Val Alvern Cueco Ligo , Lam Yin Cheung , Roy Ka-Wei Lee , Koustuv Saha , Edson C. Tandoc , Navin Kumar

Human communication is often executed in the form of a narrative, an account of connected events composed of characters, actions, and settings. A coherent narrative structure is therefore a requisite for a well-formulated narrative -- be it…

Computation and Language · Computer Science 2020-03-02 Semi Min , Juyong Park

The paper considers exploratory data analysis and approaches in predictive analytics for air alerts during the Russian-Ukrainian war which broke out on Feb 24, 2022. The results illustrate that alerts in regions correlate with one another…

Machine Learning · Computer Science 2024-11-25 Demian Pavlyshenko , Bohdan Pavlyshenko

The coverage of the Russian invasion of Ukraine has varied widely between Western, Russian, and Chinese media ecosystems with propaganda, disinformation, and narrative spins present in all three. By utilizing the normalized pointwise mutual…

Computers and Society · Computer Science 2023-06-01 Hans W. A. Hanley , Deepak Kumar , Zakir Durumeric

During the first days of the 2022 Russian invasion of Ukraine, Russia's media regulator blocked access to many global social media platforms and news sites, including Twitter, Facebook, and the BBC. To bypass the information controls set by…

Social movements are dominated by storytelling, as narratives play a key role in how communities involved in these movements shape their identities. Thus, recognizing the accepted narratives of different communities is central to…

Social and Information Networks · Computer Science 2022-08-10 Brian Felipe Keith Norambuena , Tanushree Mitra , Chris North

Networked environments shape how information embedded in narratives influences individual and group beliefs and behavior. This raises key questions about how group communication around narrative media impacts belief formation and how such…

Social and Information Networks · Computer Science 2025-11-03 Abha Jha , J. Hunter Priniski , Carolyn Steinle , Fred Morstatter

The spread of propaganda, misinformation, and biased narratives from autocratic regimes, especially on social media, is a growing concern in many democracies. Can censorship be an effective tool to curb the spread of such slanted…

General Economics · Economics 2024-06-06 Marcel Caesmann , Janis Goldzycher , Matteo Grigoletto , Lorenz Gschwent

This paper presents a few observations about pro-Kremlin propaganda between 2015 and early 2021 with a dataset from the East Stratcom Task Force (ESTF), which is affiliated with the European Union (EU) but working independently from it.…

Computers and Society · Computer Science 2021-04-12 Jukka Ruohonen

The information system (T.V., newspapers, blogs, social network platforms) and its inner dynamics play a fundamental role on the evolution of collective debates and thus on the public opinion. In this work we address such a process focusing…

Physics and Society · Physics 2013-07-17 Walter Quattrociocchi , Guido Caldarelli , Antonio Scala

There is little doubt about whether social networks play a role in modern protests. This agreement has triggered an entire research avenue, in which social structure and content analysis have been central --but are typically exploited…

Social and Information Networks · Computer Science 2014-10-14 Javier Borge-Holthoefer , Walid Magdy , Kareem Darwish , Ingmar Weber

Understanding how misleading and outright false information enters news ecosystems remains a difficult challenge that requires tracking how narratives spread across thousands of fringe and mainstream news websites. To do this, we introduce…

Social and Information Networks · Computer Science 2025-01-17 Hans W. A. Hanley , Emily Okabe , Zakir Durumeric

This paper proposes a novel lexicon-based unsupervised sentimental analysis method to measure the $``\textit{hope}"$ and $``\textit{fear}"$ for the 2022 Ukrainian-Russian Conflict. $\textit{Reddit.com}$ is utilised as the main source of…

Computation and Language · Computer Science 2023-04-10 Alessio Guerra , Oktay Karakuş

Online social networks (OSNs) play a crucial role in today's world. On the one hand, they allow free speech, information sharing, and social-movements organization, to cite a few. On the other hand, they are the tool of choice to spread…

Social and Information Networks · Computer Science 2023-09-06 Maurantonio Caprolu , Alireza Sadighian , Roberto Di Pietro

The Russian invasion of Ukraine in 2022 dramatically reshaped the European security landscape. In Finland, public opinion on NATO had long been polarized along the left-right partisan axis, but the invasion led to a rapid convergence of the…

Social and Information Networks · Computer Science 2024-10-08 Yan Xia , Antti Gronow , Arttu Malkamäki , Tuomas Ylä-Anttila , Barbara Keller , Mikko Kivelä