软件代码质量度量：来自度量分布的含义
软件工程
2024-01-17 v4
摘要
软件代码质量是一个具有三个维度的构念：可维护性、可靠性和功能性。尽管许多企业已在其运营中引入代码质量度量，对这些度量的评估仍缺乏一致标准。我们将不同度量分为两类：1）对代码质量具有一致影响的单调度量；2）与代码质量缺乏一致关系的非单调度量。为一致地评估它们，我们提出了一种基于分布的方法以获得度量分数。我们的实证分析包含 36,460 个高质量开源软件（OSS）仓库及其来自 SonarQube 与 CK 的原始度量。评估分数对软件采纳表现出良好的可解释性。我们的工作有助于代码质量的多维构念及其度量测量，为单调与非单调度量的一致测量提供了实践启示。
引用
@article{arxiv.2307.12082,
title = {Software Code Quality Measurement: Implications from Metric Distributions},
author = {Siyuan Jin and Mianmian Zhang and Yekai Guo and Yuejiang He and Ziyuan Li and Bichao Chen and Bing Zhu and Yong Xia},
journal= {arXiv preprint arXiv:2307.12082},
year = {2024}
}
备注
The paper has been accepted for presentation at IEEE QRS 2023. Unfortunately, due to authorship limits, Mianmian Zhang, Yekai Guo, and Yuejiang He could not be included as co-authors. However, we gratefully acknowledge their valuable contributions to this work and use this arXiv version to prove their contributions