Predicting defects with program dependencies
Predicting defects with program dependencies
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DOI：
10.1109/esem.2009.5316024
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发表时间：
2009-10
期刊：
影响因子：
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通讯作者：
Thomas Zimmermann;Nachiappan Nagappan
中科院分区：
文献类型：
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作者：
Thomas Zimmermann;Nachiappan Nagappan
软件开发是一项复杂且容易出错的任务。在开发复杂系统的过程中，一个重要的因素是理解不同代码段之间存在的依赖关系。在本文中，我们表明，Windows Server 2003依赖数据可以预测软件元素的缺陷倾向。由于组件的大多数依赖关系在设计阶段已经知道，因此我们的预测模型可以支持设计决策。
Software development is a complex and error-prone task. An important factor during the development of complex systems is the understanding of the dependencies that exist between different pieces of the code. In this paper, we show that for Windows Server 2003 dependency data can predict the defect-proneness of software elements. Since most dependencies of a component are already known in the design phase, our prediction models can support design decisions.