分析开源生态系统的“生物多样性”:GitHub案例

N. Matragkas, James R. Williams, D. Kolovos, R. Paige
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引用次数: 19

摘要

在自然界中,生态群落中物种和基因的多样性影响着这些群落的功能。生物学家发现,多样性越丰富的群落似乎比多样性越少的群落更有生产力。此外,这样的群落在面对扰动时似乎更稳定。本文将生态社区与开源软件生态系统进行类比,探讨了开源软件社区的多样性和结构。为了解决这个问题,我们使用了MSR 2014挑战数据集,其中包括来自GitHub上顶级编程语言的十大软件项目的数据。我们的研究结果表明,GitHub上的OSS社区由三种类型的用户组成(核心开发人员,活跃用户,被动用户)。此外,我们还表明,核心开发者和活跃用户的比例不会随着项目的增长而改变,而大型项目的大多数成员都是被动用户。
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Analysing the 'biodiversity' of open source ecosystems: the GitHub case
In nature the diversity of species and genes in ecological communities affects the functioning of these communities. Biologists have found out that more diverse communities appear to be more productive than less diverse communities. Moreover such communities appear to be more stable in the face of perturbations. In this paper, we draw the analogy between ecological communities and Open Source Software (OSS) ecosystems, and we investigate the diversity and structure of OSS communities. To address this question we use the MSR 2014 challenge dataset, which includes data from the top-10 software projects for the top programming languages on GitHub. Our findings show that OSS communities on GitHub consist of 3 types of users (core developers, active users, passive users). Moreover, we show that the percentage of core developers and active users does not change as the project grows and that the majority of members of large projects are passive users.
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