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Mainstream social media platforms function as "walled garden" ecosystems that restrict user agency, control, and data portability. They have demonstrated a lack of transparency that contributes to a multitude of online harms. Our research…

计算机与社会 · 计算机科学 2024-06-14 Aditya Surve , Aneesh Shamraj , Swapneel Mehta

Decentralized architecture offers a robust and flexible structure for online platforms, since centralized moderation and computation can be easy to disrupt with targeted attacks. However, a platform offering a decentralized architecture…

社会与信息网络 · 计算机科学 2025-11-14 Milo Z. Trujillo , Laurent Hébert-Dufresne , James Bagrow

Over the past decade, Internet centralization and its implications for both people and the resilience of the Internet has become a topic of active debate. While the networking community informally agrees on the definition of centralization,…

网络与互联网体系结构 · 计算机科学 2025-04-29 Gautam Akiwate , Kimberly Ruth , Rumaisa Habib , Zakir Durumeric

Many have criticized the centralized and unaccountable governance of prominent online social platforms, leading to renewed interest in platform governance that incorporates multiple centers of power. Decentralization of power can arise…

人机交互 · 计算机科学 2023-10-02 Shagun Jhaver , Seth Frey , Amy Zhang

Decentralized social media protocols enable users in independent, user-hosted servers (i.e., instances) to interact with each other while they self-govern. This community-based model of social media governance opens up new opportunities for…

人机交互 · 计算机科学 2025-11-04 Sohyeon Hwang , Priyanka Nanayakkara , Yan Shvartzshnaider

Moderation and blocking behavior, both closely related to the mitigation of abuse and misinformation on social platforms, are fundamental mechanisms for maintaining healthy online communities. However, while centralized platforms typically…

社会与信息网络 · 计算机科学 2026-03-20 Carlo Bono , Nick Liu , Giuseppe Russo , Francesco Pierri

Decentralized social networks like Mastodon and BlueSky are trending topics that have drawn much attention and discussion in recent years. By devolving powers from the central node to the end users, decentralized social networks aim to cure…

计算机与社会 · 计算机科学 2024-11-05 Tao Huang

The decentralized architecture of Internet sparkled techno-utopian visions of a virtual freedom space for humanity. Peer-to-peer systems, collaborative creation (wikipedia), open source software (Linux), universal shared knowledge, and the…

计算机与社会 · 计算机科学 2020-10-23 Pedro Garcia Lopez

Calls to decentralize feed-based social media have been driven by concerns about the concentrated power of centralized platforms and their societal impact. In response, numerous decentralized social media protocols have emerged, each…

社会与信息网络 · 计算机科学 2025-05-30 Tolulope Oshinowo , Sohyeon Hwang , Amy X. Zhang , Andrés Monroy-Hernández

Decentralized online social networks have evolved from experimental stages to operating at unprecedented scale, with broader adoption and more active use than ever before. Platforms like Mastodon, Bluesky, Hive, and Nostr have seen notable…

社会与信息网络 · 计算机科学 2025-04-02 Ujun Jeong , Lynnette Hui Xian Ng , Kathleen M. Carley , Huan Liu

Social media platforms offer numerous benefits and allow people to come together for various causes. Many communities, academia, government agencies, institutions, healthcare, entertainment, and businesses are on social media platforms.…

密码学与安全 · 计算机科学 2025-09-29 Smita Khapre , Sudhanshu Semwal

Mobile Social Networks (MSNs) have been evolving and enabling various fields in recent years. Recent advances in mobile edge computing, caching, and device-to-device communications, can have significant impacts on 5G systems. In those…

社会与信息网络 · 计算机科学 2019-03-04 Bowen Li , Zhenxiang Gao , Xu Shan , Weihua Zhou , Emilio Ferrara

Social networks existing among employees, customers or users of various IT systems have become one of the research areas of growing importance. A social network consists of nodes - social entities and edges linking pairs of nodes. In…

社会与信息网络 · 计算机科学 2012-07-19 Piotr Bródka , Przemysław Kazienko , Katarzyna Musiał , Krzysztof Skibicki

The overreaches of mainstream social media platforms have been extensively reported and studied. For activist communities, these platforms pose risks of surveillance, censorship, or erasure. Decentralized social networks (DSNs) serve as…

社会与信息网络 · 计算机科学 2026-05-05 Sybille Légitime , Harini Suresh

Social media and social networks have already woven themselves into the very fabric of everyday life. This results in a dramatic increase of social data capturing various relations between the users and their associated artifacts, both in…

社会与信息网络 · 计算机科学 2023-06-22 Martin Atzmueller

Background: The collective browsing behavior of users gives rise to a flow network transporting attention between websites. By analyzing the structure of this network we uncovered a nontrivial scaling regularity concerning the impact of…

信息检索 · 计算机科学 2012-11-07 Lingfei Wu , Jiang Zhang

Centralized social networks have experienced a transformative impact on our digital era communication, connection, and information-sharing information. However, it has also raised significant concerns regarding users' privacy and individual…

密码学与安全 · 计算机科学 2024-09-30 Quang Cao , Katerina Vgena , Aikaterini-Georgia Mavroeidi , Christos Kalloniatis , Xun Yi , Son Hoang Dau

Digital societies come with a design paradox: On the one hand, technologies, such as Internet of Things, pervasive and ubiquitous systems, allow a distributed local intelligence in interconnected devices of our everyday life such as smart…

计算机与社会 · 计算机科学 2020-01-07 Evangelos Pournaras

Multi-layered social networks reflect complex relationships existing in modern interconnected IT systems. In such a network each pair of nodes may be linked by many edges that correspond to different communication or collaboration user…

社会与信息网络 · 计算机科学 2012-10-19 Piotr Bródka , Krzysztof Skibicki , Przemysław Kazienko , Katarzyna Musiał

Centrality measures are crucial in quantifying the influence of the members of a social network. Although there has been a great deal of work dealing with this issue, the vast majority of classical centrality measures are agnostic of the…

社会与信息网络 · 计算机科学 2022-02-01 Stephany Rajeh , Marinette Savonnet , Eric Leclercq , Hocine Cherifi
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