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Social media platforms have become more influential than traditional news sources, shaping public discourse and accelerating the spread of information. With the rapid advancement of artificial intelligence (AI), open-source software (OSS)…

GitHub is the largest source code repository in the world. It provides a git-based source code management platform and also many features inspired by social networks. For example, GitHub users can show appreciation to projects by adding…

Software Engineering · Computer Science 2018-08-07 Hudson Borges , Andre Hora , Marco Tulio Valente

GitHub, the de facto platform for open-source software development, provides a set of social-media-like features to signal high-quality repositories. Among them, the star count is the most widely used popularity signal, but it is also at…

Cryptography and Security · Computer Science 2025-09-09 Hao He , Haoqin Yang , Philipp Burckhardt , Alexandros Kapravelos , Bogdan Vasilescu , Christian Kästner

Software popularity is a valuable information to modern open source developers, who constantly want to know if their systems are attracting new users, if new releases are gaining acceptance, or if they are meeting user's expectations. In…

Software Engineering · Computer Science 2018-07-31 Hudson Borges , Andre Hora , Marco Tulio Valente

Besides a git-based version control system, GitHub integrates several social coding features. Particularly, GitHub users can star a repository, presumably to manifest interest or satisfaction with an open source project. However, the real…

Software Engineering · Computer Science 2019-03-20 Hudson Borges , Marco Tulio Valente

GitHub is the world's largest collection of open source software. Therefore, it is important both to software developers and users to compare and track the popularity of GitHub repositories. In this paper, we propose a framework to assess…

Software Engineering · Computer Science 2017-03-22 Hudson Borges , Marco Tulio Valente , Andre Hora , Jailton Coelho

Software developed on public platform is a source of data that can be used to make predictions about those projects. While the individual developing activity may be random and hard to predict, the developing behavior on project level can be…

Software Engineering · Computer Science 2022-03-21 Tianpei Xia , Wei Fu , Rui Shu , Rishabh Agrawal , Tim Menzies

GitHub Sponsors was launched in 2019, enabling donations to open-source software developers to provide financial support, as per GitHub's slogan: "Invest in the projects you depend on". However, a 2022 study on GitHub Sponsors found that…

Software Engineering · Computer Science 2024-01-08 Youmei Fan , Tao Xiao , Hideaki Hata , Christoph Treude , Kenichi Matsumoto

GitHub is the most popular repository for open source code. It has more than 3.5 million users, as the company declared in April 2013, and more than 10 million repositories, as of December 2013. It has a publicly accessible API and, since…

Social and Information Networks · Computer Science 2014-07-10 Antonio Lima , Luca Rossi , Mirco Musolesi

As the social coding is becoming increasingly popular, understanding the influence of developers can benefit various applications, such as advertisement for new projects and innovations. However, most existing works have focused only on…

Social and Information Networks · Computer Science 2017-10-31 Zhifang Liao , Haozhi Jin , Yifan Li , Benhong Zhao , Jinsong Wu , Shengzong Liu

GitHub Marketplace is expanding by approximately 41% annually, with new tools; however, many additions replicate existing functionality. We study this phenomenon in the platform's largest segment, Continuous Integration (CI), by linking…

Software Engineering · Computer Science 2025-08-01 Elmira Onagh , Maleknaz Nayebi

Social coding platforms, such as GitHub, can serve as natural laboratories for studying the diffusion of innovation through tracking the pattern of code adoption by programmers. This paper focuses on the problem of predicting the popularity…

Social and Information Networks · Computer Science 2019-02-15 Neda Hajiakhoond Bidoki , Gita Sukthankar , Heather Keathley , Ivan Garibay

Release notes (RNs) summarize main changes between two consecutive software versions and serve as a central source of information when users upgrade software. While producing high quality RNs can be hard and poses a variety of challenges to…

Software Engineering · Computer Science 2022-03-30 Jianyu Wu , Hao He , Wenxin Xiao , Kai Gao , Minghui Zhou

GitHub is the world's largest platform for collaborative software development, with over 100 million users. GitHub is also used extensively for open data collaboration, hosting more than 800 million open data files, totaling 142 terabytes…

Machine Learning · Computer Science 2023-06-13 Anthony Cintron Roman , Kevin Xu , Arfon Smith , Jehu Torres Vega , Caleb Robinson , Juan M Lavista Ferres

[This paper has been withdrawn by the author due to updated research available on arXiv (arXiv:1811.01918)] As the modern open-source paradigm makes it easier to contribute to software projects, the number of developers involved in these…

Software Engineering · Computer Science 2020-04-14 Filipe Falcão , Caio Barbosa , Baldoino Fonseca , Alessandro Garcia , Márcio Ribeiro

Information spreads on complex social networks extremely fast, in other words, a piece of information can go viral within no time. Often it is hard to barricade this diffusion prior to the significant occurrence of chaos, be it a social…

Social and Information Networks · Computer Science 2019-10-29 Ramya Akula , Niloofar Yousefi , Ivan Garibay

Due to the voluntary nature of open source software, it can be hard to find a developer to work on a particular task. For example, some issue reports may be too cumbersome and unexciting for someone to volunteer to do them, yet these issue…

Software Engineering · Computer Science 2019-04-08 Jiayuan Zhou , Shaowei Wang , Cor-Paul Bezemer , Ying Zou , Ahmed E. Hassan

Context. GitHub has introduced a new gamification element through personal achievements, whereby badges are unlocked and displayed on developers' personal profile pages in recognition of their development activities. Objective. In this…

Software Engineering · Computer Science 2024-08-29 Fabio Calefato , Luigi Quaranta , Filippo Lanubile

In 2017, GitHub was the first online open source platform to show security alerts to its users. It has since introduced further security interventions to help developers improve the security of their open source software. In this study, we…

Cryptography and Security · Computer Science 2023-09-27 Felix Fischer , Jonas Höbenreich , Jens Grossklags

AI coding assistants have transformed software development, raising questions about transparency and attribution practices. We examine the "AI attribution paradox": how developers strategically balance acknowledging AI assistance with…

Software Engineering · Computer Science 2025-12-02 Obada Kraishan
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