|
Title
|
|
|
|
Filtering bug reports for fix-time analysis
| |
|
Author
|
|
|
|
| |
|
Abstract
|
|
|
|
| Several studies have experimented with data mining algorithms to predict the fix-time of reported bugs. Unfortunately, the fix-times as reported in typical open-source cases are heavily skewed with a significant amount of reports registering fix-times less than a few minutes. Consequently, we propose to include an additional filtering step to improve the quality of the underlying data in order to gain better results. Using a small-scale replication of a previously published bug fix-time prediction experiment, we show that the additional filtering of reported bugs indeed improves the outcome of the results. |
| |
|
Language
|
|
|
|
English
| |
|
Source (journal)
|
|
|
|
2012 16TH EUROPEAN CONFERENCE ON SOFTWARE MAINTENANCE AND REENGINEERING
(CSMR)
| |
|
Source (book)
|
|
|
|
16th European Conference on Software Maintenance and Reengineering, (CSMR), MAR 27-30, 2012, Univ Szeged, Szeged, HUNGARY
| |
|
Publication
|
|
|
|
2012
| |
|
ISBN
|
|
|
|
978-0-7695-4666-7
| |
|
DOI
|
|
|
|
10.1109/CSMR.2012.47
| |
|
Volume/pages
|
|
|
|
(2012)
, p. 379-383
| |
|
ISI
|
|
|
|
000309348900041
| |
|
Full text (Publisher's DOI)
|
|
|
|
| |
|