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Microblogging is a crucial mode of online communication. However, launching a new microblogging platform remains challenging, largely due to network effects. This has resulted in entrenched (and undesirable) dominance by established…

Social and Information Networks · Computer Science 2025-01-23 Leonhard Balduf , Saidu Sokoto , Onur Ascigil , Gareth Tyson , Ignacio Castro , Andrea Baronchelli , George Pavlou , Björn Scheuermann , Michał Król

Pollution of online social spaces caused by rampaging d/misinformation is a growing societal concern. However, recent decisions to reduce access to social media APIs are causing a shortage of publicly available, recent, social media data,…

Social and Information Networks · Computer Science 2024-11-25 Andrea Failla , Giulio Rossetti

Bluesky is a nascent Twitter-like and decentralized social media network with novel features and unprecedented data access. This paper provides a characterization of its interaction network, studying the political leaning, polarization,…

Social and Information Networks · Computer Science 2025-03-03 Dorian Quelle , Alexandre Bovet

Amid the migration of academics from X, the social media platform Bluesky has emerged as a potential alternative. To assess its viability and relevance for science communication, this study presents the first large-scale analysis of…

Digital Libraries · Computer Science 2025-08-12 Er-Te Zheng , Xiaorui Jiang , Zhichao Fang , Mike Thelwall

Decentralized social media platforms like Bluesky Social (Bluesky) have made it possible to publicly disclose some user behaviors with millisecond-level precision. Embracing Bluesky's principles of open-source and open-data, we present the…

Social and Information Networks · Computer Science 2024-10-04 Ujun Jeong , Bohan Jiang , Zhen Tan , H. Russell Bernard , Huan Liu

Bluesky is a new social network built upon the AT Protocol, a decentralized foundation for public social media. It was launched in private beta in February 2023, and has grown to over 10 million registered users by October 2024. In this…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-10-18 Martin Kleppmann , Paul Frazee , Jake Gold , Jay Graber , Daniel Holmgren , Devin Ivy , Jeromy Johnson , Bryan Newbold , Jaz Volpert

Networks provide a powerful formalism for modeling complex systems by using a model of pairwise interactions. But much of the structure within these systems involves interactions that take place among more than two nodes at once; for…

Social and Information Networks · Computer Science 2018-12-13 Austin R. Benson , Rediet Abebe , Michael T. Schaub , Ali Jadbabaie , Jon Kleinberg

The pitfalls of centralized social networks, such as Facebook and Twitter/X, have led to concerns about control, transparency, and accountability. Decentralized social networks have emerged as a result with the goal of empowering users.…

Networking and Internet Architecture · Computer Science 2024-10-30 Leonhard Balduf , Saidu Sokoto , Onur Ascigil , Gareth Tyson , Björn Scheuermann , Maciej Korczyński , Ignacio Castro , Michał Król

This study investigates the rapid growth and evolving network structure of Bluesky from August 2023 to February 2025. Through multiple waves of user migrations, the platform has reached a stable, persistently active user base. The growth…

Social and Information Networks · Computer Science 2025-04-18 Ozgur Can Seckin , Filipi Nascimento Silva , Bao Tran Truong , Sangyeon Kim , Fan Huang , Nick Liu , Alessandro Flammini , Filippo Menczer

Bluesky is a decentralized, Twitter-like social media platform that has rapidly gained popularity. Following an invite-only phase, it officially opened to the public on February 6th, 2024, leading to a significant expansion of its user…

Social and Information Networks · Computer Science 2025-05-06 Gianluca Nogara , Erfan Samieyan Sahneh , Matthew R. DeVerna , Nick Liu , Luca Luceri , Filippo Menczer , Francesco Pierri , Silvia Giordano

This study examines the shift in the scientific community from X (formerly Twitter) to Bluesky, its impact on scientific communication, and consequently on social metrics (altmetrics). Analyzing 10,174 publications from multidisciplinary…

Digital Libraries · Computer Science 2025-07-02 Wenceslao Arroyo-Machado , Nicolas Robinson-Garcia , Daniel Torres-Salinas

Network science has evolved into an indispensable platform for studying complex systems. But recent research has identified limits of classical networks, where links connect pairs of nodes, to comprehensively describe group interactions.…

Physics and Society · Physics 2022-03-24 Soumen Majhi , Matjaz Perc , Dibakar Ghosh

Our world produces massive data every day; they exist in diverse forms, from pairwise data and matrix to time series and trajectories. Meanwhile, we have access to the versatile toolkit of network analysis. Networks also have different…

Social and Information Networks · Computer Science 2017-12-29 Jian Xu

Networks are a fundamental tool for understanding and modeling complex systems in physics, biology, neuroscience, engineering, and social science. Many networks are known to exhibit rich, lower-order connectivity patterns that can be…

Social and Information Networks · Computer Science 2018-01-08 Austin R. Benson , David F. Gleich , Jure Leskovec

While almost everything that astronomers study occurs in the vacuum of space, astronomy itself does not `happen in a vacuum'. Interactions between scientists, as well as outreach to members of the public, improve extensively from access to…

Instrumentation and Methods for Astrophysics · Physics 2026-01-26 Emily L. Hunt , Vincent S. Carpenter , Kyle W. Cook , Douglas G. Hilton , Mehnaaz Asad , Janine Jochum , Kelly Lepo , Jamie Zvirzdin

Despite the excitement behind biomedical artificial intelligence (AI), access to high-quality, diverse, and large-scale data - the foundation for modern AI systems - is still a bottleneck to unlocking its full potential. To address this…

Hypergraphs, describing networks where interactions take place among any number of units, are a natural tool to model many real-world social and biological systems. In this work we propose a principled framework to model the organization of…

Social and Information Networks · Computer Science 2023-10-25 Nicolò Ruggeri , Martina Contisciani , Federico Battiston , Caterina De Bacco

The complexity of many biological, social and technological systems stems from the richness of the interactions among their units. Over the past decades, a great variety of complex systems has been successfully described as networks whose…

A network is a typical expressive form of representing complex systems in terms of vertices and links, in which the pattern of interactions amongst components of the network is intricate. The network can be static that does not change over…

Social and Information Networks · Computer Science 2020-08-11 Hayat Dino Bedru , Shuo Yu , Xinru Xiao , Da Zhang , Liangtian Wan , He Guo , Feng Xia

Bluesky is a Twitter-like decentralized social media platform that has recently grown in popularity. After an invite-only period, it opened to the public worldwide on February 6th, 2024. In this paper, we provide a longitudinal analysis of…

Social and Information Networks · Computer Science 2024-08-07 Erfan Samieyan Sahneh , Gianluca Nogara , Matthew R. DeVerna , Nick Liu , Luca Luceri , Filippo Menczer , Francesco Pierri , Silvia Giordano
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