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This paper explores the application of functional data analysis (FDA) as a means to study the dynamics of software evolution in the open source context. Several challenges in analyzing the data from software projects are discussed, an…

Statistics Theory · Mathematics 2007-06-13 Katherine J. Stewart , David P. Darcy , Sherae L. Daniel

Communication surrounding the development of an open source project largely occurs outside the software repository itself. Historically, large communities often used a collection of mailing lists to discuss the different aspects of their…

Computers and Society · Computer Science 2022-04-04 Melanie Warrick , Samuel F. Rosenblatt , Jean-Gabriel Young , Amanda Casari , Laurent Hébert-Dufresne , James Bagrow

Open Source Software (OSS) has changed drastically over the last decade, with OSS projects now producing a large ecosystem of popular products, involving industry participation, and providing professional career opportunities. But our…

Software Engineering · Computer Science 2024-01-24 Marco Gerosa , Igor Wiese , Bianca Trinkenreich , Georg Link , Gregorio Robles , Christoph Treude , Igor Steinmacher , Anita Sarma

Many popular open source projects are owned and driven by vendors, and in today's difficult economic climate, those vendors are under increasing pressure from investors to deliver a strong return on their investments. One response to this…

Software Engineering · Computer Science 2024-11-08 Dawn Foster

A fundamental unit of work in programming is the code contribution ("commit") that a developer makes to the code base of the project in work. An author's commit frequency describes how often that author commits. Knowing the distribution of…

Software Engineering · Computer Science 2014-08-22 Carsten Kolassa , Dirk Riehle , Michel A. Salim

This empirical investigation elucidates the limitations of deterministic, unidimensional productivity heuristics by operationalizing the SPACE framework through extensive repository mining. Utilizing a dataset derived from open-source…

Software Engineering · Computer Science 2025-11-27 Sanchit Kaul , Kevin Nhu , Jason Eissayou , Ivan Eser , Victor Borup

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

Many software projects are no longer done in-house by a single organization. Instead, we are in a new age where software is developed by a networked community of individuals and organizations, which base their relations to each other on…

Social and Information Networks · Computer Science 2016-11-23 Jose Teixeira , Gregorio Robles , Jesús González-Barahona

Participation of women in Open Source Software (OSS) is very unbalanced, despite various efforts to improve diversity. This is concerning not only because women do not get the chance of career and skill developments afforded by OSS, but…

Software Engineering · Computer Science 2024-01-24 Bianca Trinkenreich , Igor Wiese , Anita Sarma , Marco Gerosa , Igor Steinmacher

In this research, we present a comprehensive, longitudinal empirical summary of the R package ecosystem, including not just CRAN, but also Bioconductor and GitHub. We analyze more than 25,000 packages, 150,000 releases, and 15 million files…

Mathematical Software · Computer Science 2021-02-22 Ethan Bommarito , Michael J Bommarito

The widespread adoption of Free/Libre and Open Source Software (FLOSS) means that the ongoing maintenance of many widely used software components relies on the collaborative effort of volunteers who set their own priorities and choose their…

Software Engineering · Computer Science 2024-12-10 Kaylea Champion , Benjamin Mako Hill

The global value of open source software is estimated to be in the billions or trillions worldwide1, but despite this, it is often under-resourced and subject to high-impact security vulnerabilities and stability failures2,3. In order to…

Software Engineering · Computer Science 2024-05-10 Yo Yehudi , Carole Goble , Caroline Jay

Open source software (OSS) is essential for modern society and, while substantial research has been done on individual (typically central) projects, only a limited understanding of the periphery of the entire OSS ecosystem exists. For…

Software Engineering · Computer Science 2020-11-02 Yuxing Ma , Tapajit Dey , Chris Bogart , Sadika Amreen , Marat Valiev , Adam Tutko , David Kennard , Russell Zaretzki , Audris Mockus

There is an emerging consensus in the scientific software community that progress in scientific research is dependent on the "quality and accessibility of software at all levels" (wssspe.researchcomputing.org.uk/). This progress depends on…

Software Engineering · Computer Science 2018-04-10 George K. Thiruvathukal , Shilpika , Nicholas J. Hayward , Konstantin Läufer

Distribution can be a feature of the software evolution process. In other words, temporally and spatially distributed teams and organizations can develop and work on a software application. The simplest case is to outsource production and…

Software Engineering · Computer Science 2022-05-02 Mohammad Reza Besharati

Modifications to open-source software (OSS) are often provided in the form of "patch stacks" - sets of changes (patches) that modify a given body of source code. Maintaining patch stacks over extended periods of time is problematic when the…

Software Engineering · Computer Science 2020-09-03 Ralf Ramsauer , Daniel Lohmann , Wolfgang Mauerer

Gender imbalance in information technology in general, and Free/Open Source Software specifically, is a well-known problem in the field. Still, little is known yet about the large-scale extent and long-term trends that underpin the…

Software Engineering · Computer Science 2020-11-18 Stefano Zacchiroli

Much of what we do is accomplished by working collaboratively with others, and a large portion of our lives are spent working and talking; the patterns embodied in the alternation of working and talking can provide much useful insight into…

Software Engineering · Computer Science 2014-04-24 Qi Xuan , Premkumar T Devanbu , Vladimir Filkov

In an era of software crisis, the move of firms towards distributed software development teams is being challenged by emerging collaboration issues. On this matter, the open-source phenomenon may shed some light, as successful cases on…

Computers and Society · Computer Science 2014-08-15 Jose Teixeira , Tingting Lin

[Background] In large open-source software projects, development knowledge is often fragmented across multiple artefacts and contributors such that individual stakeholders are generally unaware of the full breadth of the product features.…

Software Engineering · Computer Science 2024-08-05 Tim Puhlfürß , Lloyd Montgomery , Walid Maalej