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Social media provide a fertile ground where conspiracy theories and radical ideas can flourish, reach broad audiences, and sometimes lead to hate or violence beyond the online world itself. QAnon represents a notable example of a political…

社会与信息网络 · 计算机科学 2023-04-10 Emily L. Wang , Luca Luceri , Francesco Pierri , Emilio Ferrara

In recent years, radicalization is being increasingly attempted on video-sharing platforms. Previous studies have been proposed to identify online radicalization using generic social context analysis, without taking into account…

社会与信息网络 · 计算机科学 2024-04-24 Lin Ai , Yu-Wen Chen , Yuwen Yu , Seoyoung Kweon , Julia Hirschberg , Sarah Ita Levitan

As the consequences of opinion polarization effect our everyday life in more and more aspect, the understanding of its origins and driving forces becomes increasingly important. Here we develop an agent-based network model with realistic…

物理与社会 · 物理学 2024-09-26 Zoltan Kovács , Anna Zafeiris , Gergely Palla

In recent years, the ease with which social media can be accessed has led to the unexpected problem of a shrinkage in information sources. This phenomenon is caused by a system that facilitates the connection of people with similar ideas…

社会与信息网络 · 计算机科学 2020-11-17 Naoki Hirakura , Masaki Aida , Konosuke Kawashima

People often stick to their existing beliefs, ignoring contradicting evidence or only interacting with those who reinforce their views. Social media platforms often facilitate such tendencies of homophily and echo-chambers as they promote…

社会与信息网络 · 计算机科学 2024-07-03 Adiba Mahbub Proma , Neeley Pate , Raiyan Abdul Baten , Sifeng Chen , James Druckman , Gourab Ghoshal , Ehsan Hoque

Expressions of dissent against authority are an important feature of most societies, and efforts to suppress such expressions are common. Modern digital communications, social media, and Internet surveillance and censorship technologies are…

物理与社会 · 物理学 2025-09-05 Joshua J. Daymude , Robert Axelrod , Stephanie Forrest

The evolution of opinions in a population of individuals who constantly interact with a common source of user-generated content (i.e. the internet) and are also subject to propaganda is analyzed using computer simulations. The model is…

物理与社会 · 物理学 2017-04-27 Jithender J. Timothy

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…

综合经济学 · 经济学 2024-06-06 Marcel Caesmann , Janis Goldzycher , Matteo Grigoletto , Lorenz Gschwent

Unlike the more observable phenomenon of group opinion reinforcement, self-censorship online has received comparatively less attention. Our goal in this work is to dissect the phenomena of self-censorship and to examine the implications of…

社会与信息网络 · 计算机科学 2026-04-13 Xinyu Wang , Emma Carpenetti , Bruce Desmarais , Sarah Rajtmajer

Online Radicalization (also called Cyber-Terrorism or Extremism or Cyber-Racism or Cyber- Hate) is widespread and has become a major and growing concern to the society, governments and law enforcement agencies around the world. Research…

信息检索 · 计算机科学 2013-01-22 Denzil Correa , Ashish Sureka

In recent decades, the massification of online social connections has made information globally accessible in a matter of seconds. Unfortunately, this has been accompanied by a dramatic surge in extreme opinions, without a clear solution in…

社会与信息网络 · 计算机科学 2024-03-20 Vincent Bouttier , Salomé Leclercq , Renaud Jardri , Sophie Deneve

Social media platforms have transformed the dynamics of collective opinion formation, enabling rapid, large-scale interactions while simultaneously exposing online discourse to polarization and manipulation. Traditional models of opinion…

物理与社会 · 物理学 2025-11-18 Shigefumi Hata , Renaud Lambiotte , Hiroya Nakao , Ryota Kobayashi

Echo chambers and opinion polarization recently quantified in several sociopolitical contexts and across different social media, raise concerns on their potential impact on the spread of misinformation and on openness of debates. Despite…

物理与社会 · 物理学 2020-02-28 Fabian Baumann , Philipp Lorenz-Spreen , Igor M. Sokolov , Michele Starnini

Social media platforms significantly influence ideological divisions by enabling users to select information that aligns with their beliefs and avoid opposing viewpoints. Analyzing approximately 47 million Facebook posts, this study…

社会与信息网络 · 计算机科学 2024-07-08 Giulio Pecile , Niccolò Di Marco , Matteo Cinelli , Walter Quattrociocchi

Social media has emerged as a significant source of information for people. As agents interact with each other through social media platforms, they create numerous complex social networks. Within these networks, information spread among…

物理与社会 · 物理学 2023-03-07 Jiarui Dong , Yi-Cheng Zhang , Yixiu Kong

Many models have been proposed to explain opinion formation in groups of individuals; most of these models study opinion propagation as the interaction between nodes/agents in a social network. Opinion formation is a complex process and a…

物理与社会 · 物理学 2008-07-15 Floriana Gargiulo , Alberto Mazzoni

This paper provides a model to investigate information spreading over cyber-social network of agents communicating with each other. The cyber-social network considered here comprises individuals and news agencies. Each individual holds a…

社会与信息网络 · 计算机科学 2018-03-20 Yanbing Mao , Sadegh Bolouki , Emrah Akyol

The flow of information reaching us via the online media platforms is optimized not by the information content or relevance but by popularity and proximity to the target. This is typically performed in order to maximise platform usage. As a…

物理与社会 · 物理学 2019-06-19 Alina Sîrbu , Dino Pedreschi , Fosca Giannotti , János Kertész

Social influence plays a significant role in shaping individual sentiments and actions, particularly in a world of ubiquitous digital interconnection. The rapid development of generative AI has engendered well-founded concerns regarding the…

社会与信息网络 · 计算机科学 2025-09-09 Lane H. Rogers , Emma J. Reid , Robert A. Bridges

The proliferation of harmful content and misinformation on social networks necessitates content moderation policies to maintain platform health. One such policy is shadow banning, which limits content visibility. The danger of shadow…

社会与信息网络 · 计算机科学 2024-02-07 Yen-Shao Chen , Tauhid Zaman
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