软件开发人员引入bug趋势的探索性分析

Yihao Li, Dong Li, Fuqun Huang, Shou-Yu Lee, J. Ai
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引用次数: 7

摘要

了解软件开发人员的错误倾向是如何随时间变化的,对于构建错误倾向预测模型和指导软件进化测试具有重要意义。本文通过探索性分析,对软件开发人员引入bug的倾向进行了调查。提出了五个度量来捕捉软件开发人员引入bug的倾向及其相关因素。共有76名软件开发人员在GitHub的四个广泛使用的软件程序中工作。提出了初步研究结果。
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An Exploratory Analysis on Software Developers' Bug-Introducing Tendency over Time
Understanding how software developers' erroneous tendency changes across time has significant implications for building fault-proneness prediction models and guiding software evolution testing. This paper initiates the investigation on software developers' bug-introducing tendency through an exploratory analysis. Five metrics are proposed to capture software developers' bug-introducing tendency and its correlated factors. A total of 76 software developers, working in four widely used software programs from GitHub, have been analyzed. The initial findings are presented.
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