A systematic mapping study of software development with GitHub

V Cosentino, JLC Izquierdo, J Cabot - Ieee access, 2017 - ieeexplore.ieee.org
Context: GitHub, nowadays the most popular social coding platform, has become the
reference for mining Open Source repositories, a growing research trend aiming at learning …

A novel approach for estimating truck factors

G Avelino, L Passos, A Hora… - 2016 IEEE 24th …, 2016 - ieeexplore.ieee.org
Truck Factor (TF) is a metric proposed by the agile community as a tool to identify
concentration of knowledge in software development environments. It states the minimal …

Ecosystem-level determinants of sustained activity in open-source projects: A case study of the PyPI ecosystem

M Valiev, B Vasilescu, J Herbsleb - Proceedings of the 2018 26th ACM …, 2018 - dl.acm.org
Open-source projects do not exist in a vacuum. They benefit from reusing other projects and
themselves are being reused by others, creating complex networks of interdependencies, ie …

The AI community building the future? A quantitative analysis of development activity on Hugging Face Hub

C Osborne, J Ding, HR Kirk - Journal of Computational Social Science, 2024 - Springer
Open model developers have emerged as key actors in the political economy of artificial
intelligence (AI), but we still have a limited understanding of collaborative practices in the …

Gender and participation in open source software development

H Frluckaj, L Dabbish, DG Widder, HS Qiu… - Proceedings of the …, 2022 - dl.acm.org
Open source software represents an important form of digital infrastructure as well as a
pathway to technical careers for many developers, but women are drastically …

We don't need another hero? the impact of" heroes" on software development

A Agrawal, A Rahman, R Krishna, A Sobran… - Proceedings of the 40th …, 2018 - dl.acm.org
A software project has" Hero Developers" when 80% of contributions are delivered by 20%
of the developers. Are such heroes a good idea? Are too many heroes bad for software …

How early participation determines long-term sustained activity in github projects?

W Xiao, H He, W Xu, Y Zhang, M Zhou - … of the 31st ACM Joint European …, 2023 - dl.acm.org
Although the open source model bears many advantages in software development, open
source projects are always hard to sustain. Previous research on open source sustainability …

A dataset and analysis of open-source machine learning products

N Nahar, H Zhang, G Lewis, S Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Machine learning (ML) components are increasingly incorporated into software products, yet
developers face challenges in transitioning from ML prototypes to products. Academic …

Automatic core-developer identification on GitHub: a validation study

T Bock, N Alznauer, M Joblin, S Apel - ACM Transactions on Software …, 2023 - dl.acm.org
Many open-source software projects are self-organized and do not maintain official lists with
information on developer roles. So, knowing which developers take core and maintainer …

Open source community health: Analytical metrics and their corresponding narratives

S Goggins, K Lumbard… - 2021 IEEE/ACM 4th …, 2021 - ieeexplore.ieee.org
Open source projects are most often evaluated by potential contributors and consumers
using metrics that describe a level of activity within the project because those measurements …