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The kick-off of vaccination campaigns in Europe, starting in late December 2020, has been followed by the online spread of controversies and conspiracies surrounding vaccine validity and efficacy. We study Twitter discussions in three major…

社会与信息网络 · 计算机科学 2024-02-07 Gianluca Nogara , Francesco Pierri , Stefano Cresci , Luca Luceri , Silvia Giordano

YouTube plays an ever more important role as a political medium. Yet, the implications are to-date not well understood and difficult to analyse, since access to YouTube's statistics is limited. To address this gap, we surveyed 124 people…

计算机与社会 · 计算机科学 2020-12-15 Yury Kolotaev , Konrad Kollnig

We conduct a preliminary analysis of comments on political YouTube content containing misinformation in comparison to comments on trustworthy or apolitical videos, labelling the bias and factual ratings of our channels according to Media…

计算机与社会 · 计算机科学 2019-09-17 Aarash Heydari , Janny Zhang , Shaan Appel , Xinyi Wu , Gireeja Ranade

Cross-cutting commenting on social media is often imagined as a path to deliberation, yet exposure to opposing views frequently fuels hostility. To explain this dynamic, we introduce the concept of partisan warriors--commenters who cross…

社会与信息网络 · 计算机科学 2026-03-24 Keyeun Lee , Sang Jung Kim

The spread of inaccurate and misleading information may alter behaviours and complicate crisis management, especially during an emergency like the COVID-19 pandemic. This paper aims to investigate information diffusion during the COVID-19…

计算机与社会 · 计算机科学 2022-12-01 Niccolò Di Marco , Matteo Cinelli , Walter Quattrociocchi

Online political advertising has become the cornerstone of political campaigns. The budget spent solely on political advertising in the U.S. has increased by more than 100% from \$700 million during the 2017-2018 U.S. election cycle to…

计算机与社会 · 计算机科学 2023-02-15 Vera Sosnovik , Romaissa Kessi , Maximin Coavoux , Oana Goga

We propose a novel framework for predicting the factuality of reporting of news media outlets by studying the user attention cycles in their YouTube channels. In particular, we design a rich set of features derived from the temporal…

计算与语言 · 计算机科学 2021-08-31 Krasimira Bozhanova , Yoan Dinkov , Ivan Koychev , Maria Castaldo , Tommaso Venturini , Preslav Nakov

Does polarization online reflect the state of polarization in society? We study ideological positions and attitudes on several issues in France, a country with documented issue nonalignment. We compare distributions on X/Twitter with a…

社会与信息网络 · 计算机科学 2026-03-03 Antoine Vendeville , Hiroki Yamashita , Pedro Ramaciotti

Social networks play an important role in people's daily socialization, particularly through social media platforms, which have become key channels for communication and information dissemination. The digital ecosystem does not only evolve…

物理与社会 · 物理学 2023-01-16 Andrea Russo , Vincenzo Miracula , Antonio Picone

YouTube, a widely popular online platform, has transformed the dynamics of con-tent consumption and interaction for users worldwide. With its extensive range of content crea-tors and viewers, YouTube serves as a hub for video sharing,…

社会与信息网络 · 计算机科学 2023-11-13 Shadi Shajari , Mustafa Alassad , Nitin Agarwal

The digital landscape provides a dynamic platform for political discourse crucial for understanding shifts in public opinion and engagement especially under authoritarian governments This study examines YouTube user behavior during the…

信息检索 · 计算机科学 2024-08-20 Elizaveta Savchenko , Michael Raphael Freedman

The rise of right-wing populism in Europe has brought to the forefront the significance of analysing social media discourse to understand the dissemination of extremist ideologies and their impact on political outcomes. Twitter, as a…

计算与语言 · 计算机科学 2025-10-27 Nishan Chatterjee , Veronika Bajt , Ana Zwitter Vitez , Senja Pollak

The ideological asymmetries have been recently observed in contested online spaces, where conservative voices seem to be relatively more pronounced even though liberals are known to have the population advantage on digital platforms. Most…

社会与信息网络 · 计算机科学 2022-04-12 JooYoung Lee , Siqi Wu , Ali Mert Ertugrul , Yu-Ru Lin , Lexing Xie

As of 2018, YouTube, the major online video sharing website, hosts multiple channels promoting right-wing content. In this paper, we observe issues related to hate, violence and discriminatory bias in a dataset containing more than 7,000…

社会与信息网络 · 计算机科学 2018-04-12 Raphael Ottoni , Evandro Cunha , Gabriel Magno , Pedro Bernadina , Wagner Meira , Virgilio Almeida

Politicians with large media visibility and social media audiences have a significant influence on public discourse. Consequently, their dissemination of misinformation can have profound implications for society. This study investigated the…

社会与信息网络 · 计算机科学 2025-02-24 Jingyuan Yu , Emese Domahidi , Duccio Gamannossi degl'Innocenti , Fabiana Zollo

We study the cohesion within and the coalitions between political groups in the Eighth European Parliament (2014--2019) by analyzing two entirely different aspects of the behavior of the Members of the European Parliament (MEPs) in the…

计算与语言 · 计算机科学 2016-11-15 Darko Cherepnalkoski , Andreas Karpf , Igor Mozetic , Miha Grcar

This thesis addresses two paradoxes: (1) why empirical studies find that fake news represent only a small share of the information consulted and shared on social media despite the absence of editorial control or journalistic norms, and (2)…

计算与语言 · 计算机科学 2025-11-25 Manon Berriche

Online manipulation is a pressing concern for democracies, but the actions and strategies of coordinated inauthentic accounts, which have been used to interfere in elections, are not well understood. We analyze a five million-tweet…

Social media platforms play a pivotal role in shaping public opinion and amplifying political discourse, particularly during elections. However, the same dynamics that foster democratic engagement can also exacerbate polarization. To better…

社会与信息网络 · 计算机科学 2024-12-05 Hazem Ibrahim , Farhan Khan , Hend Alabdouli , Maryam Almatrooshi , Tran Nguyen , Talal Rahwan , Yasir Zaki

Political apathy and skepticism of traditional authorities are increasingly common, but social media creators (SMCs) capture the public's attention. Yet whether these seemingly-frivolous actors shape political attitudes and behaviors…

综合经济学 · 经济学 2025-12-18 Kirill Chmel , Eunji Kim , John Marshall , Tiffany Fisher-Love , Nathaniel Lubin