Evaluating the work of experienced and inexperienced developers considering work difficulty in sotware development

Taketo Tsunoda, H. Washizaki, Y. Fukazawa, S. Inoue, Y. Hanai, Masanobu Kanazawa
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引用次数: 4

Abstract

Previous studies have researched how developer experience affects code quality, but they ignore work difficulty, although experienced developers are more likely to work on the more complex parts of a project. To examine work difficulty, we focus on revised files. Using product metrics, we evaluate file complexity in each type of file origin. Specifically, we analyze three large commercial projects (each project has about 250,000 LOC) executed by the same organization to analyze the relationship between previous project experience and developer's work. Although experienced developers do not always work on more complicated files, they introduce fewer defects, especially if the difference in work difficulty is not significant.
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考虑软件开发中的工作难度,评估有经验和没有经验的开发人员的工作
以前的研究已经研究了开发人员的经验如何影响代码质量,但是他们忽略了工作难度,尽管有经验的开发人员更有可能从事项目中更复杂的部分。为了考察工作难度,我们将重点放在修改后的文件上。使用产品度量,我们评估每种类型的文件源中的文件复杂性。具体来说,我们分析了由同一组织执行的三个大型商业项目(每个项目大约有250,000个LOC),以分析以前的项目经验与开发人员工作之间的关系。尽管有经验的开发人员并不总是处理更复杂的文件,但他们引入的缺陷更少,特别是在工作难度的差异不显著的情况下。
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