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ICSE
2010
IEEE-ACM

Characterizing and predicting which bugs get fixed: an empirical study of Microsoft Windows

10 years 4 months ago
Characterizing and predicting which bugs get fixed: an empirical study of Microsoft Windows
We performed an empirical study to characterize factors that affect which bugs get fixed in Windows Vista and Windows 7, focusing on factors related to bug report edits and relationships between people involved in handling the bug. We found that bugs reported by people with better reputations were more likely to get fixed, as were bugs handled by people on the same team and working in geographical proximity. We reinforce these quantitative results with survey feedback from 358 Microsoft employees who were involved in Windows bugs. Survey respondents also mentioned additional qualitative influences on bug fixing, such as the importance of seniority and interpersonal skills of the bug reporter. Informed by these findings, we built a statistical model to predict the probability that a new bug will be fixed (the first known one, to the best of our knowledge). We trained it on Windows Vista bugs and got a precision of 68% and recall of 64% when predicting Windows 7 bug fixes. Engin...
Philip J. Guo, Thomas Zimmermann, Nachiappan Nagap
Added 19 Jul 2010
Updated 19 Jul 2010
Type Conference
Year 2010
Where ICSE
Authors Philip J. Guo, Thomas Zimmermann, Nachiappan Nagappan, Brendan Murphy
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