TNM:一个从Git仓库中挖掘社会技术数据的工具
TNM: A Tool for Mining of Socio-Technical Data from Git Repositories
摘要:
工程师之间的协作网络反映在版本控制系统(VCS)中开发人员活动的痕迹中。从Git存储库中提取数据是从事社会技术分析的研究人员和从业人员的一项基本任务,但这需要大量的工程工作。随着人们对分析社会技术数据并将其应用于实践的兴趣日益浓厚,目前还没有灵活且易于重复使用的工具来从虚拟社区服务中检索社会技术信息。由于没有通用的可重用工具来完成这项任务,挖掘的负担将研究人员的注意力从他们的核心研究问题上转移开来。在本文中,我们介绍了TNM --一个从Git存储库中挖掘社会技术数据的开源工具。TNM快速、灵活、易于扩展。TNM可在GitHub上获得:https://github.com/JetBrains-Research/tnm
英文摘要:
Networks of collaboration between engineers are reflected in traces of developers' activity in version control systems (VCSs). Extracting data from Git repositories is an essential task for researchers and practitioners working on socio-technical analysis, but it requires substantial engineering work. With increasing interest in analysing socio-technical data and applying it in practice, there are no flexible and easily reusable tools to retrieve socio-technical information from VCSs. With no common reusable toolkit existing for this task, the burden of mining diverts the focus of researchers from their core research questions. In this paper, we present TNM -- an open-source tool for mining socio-technical data from Git repositories. TNM is fast, flexible, and easily extensible. TNM is available on GitHub: https://github.com/JetBrains-Research/tnm
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。