从Bug报告中确定实现专业知识

Fourth International Workshop on Mining Software Repositories (MSR'07:ICSE Workshops 2007) Pub Date : 2007-05-20 DOI:10.1109/MSR.2007.7

J. Anvik, G. Murphy

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引用次数: 116

摘要

当开发人员在软件产品上工作时，他们积累了专业知识，包括关于软件产品代码库的专业知识。我们称这种类型的专业知识为“实施专业知识”。了解一组具有软件产品实现专业知识的开发人员有许多重要的用途。本文提出了两种方法的经验评估，以确定从数据源和错误存储库中的数据实现专业知识。将这些方法创建的专业知识集与专家提供的专业知识集进行比较，并使用精确度和召回率进行评估。我们发现，这两种方法都能很好地找到所有合适的开发人员，尽管它们返回的误报数量有所不同。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Determining Implementation Expertise from Bug Reports

As developers work on a software product they accumulate expertise, including expertise about the code base of the software product. We call this type of expertise 'implementation expertise'. Knowing the set of developers who have implementation expertise for a software product has many important uses. This paper presents an empirical evaluation of two approaches to determining implementation expertise from the data in source and bug repositories. The expertise sets created by the approaches are compared to those provided by experts and evaluated using the measures of precision and recall. We found that both approaches are good at finding all of the appropriate developers, although they vary in how many false positives are returned.

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Fourth International Workshop on Mining Software Repositories (MSR'07:ICSE Workshops 2007)

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