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Commit signing is a principal mechanism for verifying the origin of code in software supply chains. Security frameworks treat it as a core trust signal, assuming developers sign their commits consistently with keys they control and keep…

Software Engineering · Computer Science 2026-05-01 Abubakar Sadiq Shittu , John Sadik , Farzin Gholamrezae , Scott Ruoti

GitHub has become the central online platform for much of open source, hosting most open source code repositories. With this popularity, the public digital traces of GitHub are now a valuable means to study teamwork and collaboration. In…

Computers and Society · Computer Science 2022-05-24 Milo Z. Trujillo , Laurent Hébert-Dufresne , James Bagrow

GitHub is the largest host of open source software on the Internet. This large, freely accessible database has attracted the attention of practitioners and researchers alike. But as GitHub's growth continues, it is becoming increasingly…

Software Engineering · Computer Science 2022-08-02 Francisco Zanartu , Christoph Treude , Bruno Cartaxo , Hudson Silva Borges , Pedro Moura , Markus Wagner , Gustavo Pinto

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

Open source software projects evolve thanks to a group of volunteers that help in their development. Thus, the success of these projects depends on their ability to attract (and keep) developers. We believe the openness of a project, i.e.,…

Software Engineering · Computer Science 2014-09-16 Valerio Cosentino , Javier Luis Canovas Izquierdo , Jordi Cabot

Open source software projects usually acknowledge contributions with text files, websites, and other idiosyncratic methods. These data sources are hard to mine, which is why contributorship is most frequently measured through changes to…

Software Engineering · Computer Science 2021-07-06 Jean-Gabriel Young , Amanda Casari , Katie McLaughlin , Milo Z. Trujillo , Laurent Hébert-Dufresne , James P. Bagrow

Background: Open source software has an increasing importance in modern software development. However, there is also a growing concern on the sustainability of such projects, which are usually managed by a small number of developers,…

Software Engineering · Computer Science 2019-01-31 Jailton Coelho , Marco Tulio Valente , Luciana L. Silva , Emad Shihab

The widespread use of GitHub among software developers as a communal platform for coordinating software development has led to an abundant supply of publicly accessible data. Ever since the inception of Bitcoin, blockchain teams have…

Software Engineering · Computer Science 2023-11-01 Jeff Nijsse , Alan Litchfield

This paper illustrates an empirical study of the working efficiency of machine learning techniques in classifying code review text by semantic meaning. The code review comments from the source control repository in GitHub were extracted for…

Software Engineering · Computer Science 2025-08-25 Shadikur Rahman , Umme Ayman Koana , Hasibul Karim Shanto , Mahmuda Akter , Chitra Roy , Aras M. Ismael

Software quality is an important problem for technology companies, since it substantially impacts the efficiency, usefulness, and maintainability of the final product; hence, code review is a must-do activity for software developers. During…

Social and Information Networks · Computer Science 2022-10-11 Abduljaleel Al-Rubaye , Gita Sukthankar

Open-source software is widely used in commercial applications. Pair that with the fact that when choosing open-source software for a new problem, developers often use social proof as a cue. These two facts raise concerns that bad actors…

Computers and Society · Computer Science 2026-03-10 Lucas Shen , Gaurav Sood

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

A common assumption suggests that individuals tend to work with others who are similar to them. However, studies on team working and ability of the group to solve complex problems highlight that diversity plays a critical role during…

Social and Information Networks · Computer Science 2021-10-14 Dorota Celińska-Kopczyńska

Open source software has an increasing importance in our modern society, providing basic services to other software systems and also supporting the rapid development of a variety of end-user applications. Recently, world-wide code sharing…

Software Engineering · Computer Science 2018-05-04 Thais Mombach , Marco Tulio Valente , Cuiting Chen , Magiel Bruntink , Gustavo Pinto

Version control systems are integral to software development, with GitHub emerging as a popular online platform due to its comprehensive project management tools, including issue tracking and pull requests. However, GitHub lacks a direct…

Software Engineering · Computer Science 2024-07-31 Rifat Ara Proma , Paul Rosen

Recently, GitHub introduced a new social feature, named reactions, which are "pictorial characters" similar to emoji symbols widely used nowadays in text-based communications. Particularly, GitHub users can use a pre-defined set of such…

Software Engineering · Computer Science 2019-10-02 Hudson Borges , Rodrigo Brito , Marco Tulio Valente

GitHub Sponsors, launched in 2019, enables donations to individual open source software (OSS) developers. Financial support for OSS maintainers and developers is a major issue in terms of sustaining OSS projects, and the ability to donate…

Software Engineering · Computer Science 2022-02-14 Naomichi Shimada , Tao Xiao , Hideaki Hata , Christoph Treude , Kenichi Matsumoto

In large and active software projects, it becomes impractical for a developer to stay aware of all project activity. While it might not be necessary to know about each commit or issue, it is arguably important to know about the ones that…

Software Engineering · Computer Science 2018-05-01 Christoph Treude , Larissa Leite , Maurício Aniche

In a wave of growth, open-source projects need to modernize and change how they deal with processes, methods, and communication with their contributors. We could observe that open-source projects are constantly evolving to improve their…

Software Engineering · Computer Science 2021-10-05 Joselito Júnior , Gláucya Boechat , Ivan Machado

Developer contribution guidelines are used in social coding sites like GitHub to explain and shape the process a project expects contributors to follow. They set standards for all participants and "save time and hassle caused by improperly…

Software Engineering · Computer Science 2019-08-08 Omar Elazhary , Margaret-Anne Storey , Neil Ernst , Andy Zaidman