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| Content Provider | IET Digital Library |
|---|---|
| Author | Badashian, Ali Sajedi Stroulia, Eleni |
| Abstract | Bug assignment (BA), the process of ranking developers according to their potential ability to fix a given bug, is an important software-engineering task. BA usually requires the development of an expertise profile for each developer, and formulation of a similarity metric to estimate the relevance of developers to the bug. This needs us to answer the following question: ‘what is the information value of various contributions of developers in BA research?’ We address this question by making the following contributions. (i) We enhance the expertise metric of our prior work, vocabulary and time-based BA, to consider information regarding various sources of expertise with different importance. We show that this can improve the effectiveness of bug-assignment process. (ii) Using this ‘Multisource’ expertise metric, we investigate the information value of different pieces of information in open-source repositories for BA. We show that in addition to bug-fixing contributions, other technical and even social contributions of developers within the version-control system are useful information for BA. (iii) We provide a curated, up-to-date data set including technical information of 13 popular open-source projects in Github. To the best of our knowledge, this is the most comprehensive data set, currently available for bug-assignment research. |
| Starting Page | 748 |
| Ending Page | 758 |
| Page Count | 11 |
| ISSN | 17518806 |
| Volume Number | 14 |
| e-ISSN | 17518814 |
| Issue Number | Issue 7, Dec (2020) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-sen.2019.0384 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-sen/14/7 |
| Journal | IET Software |
| Publisher Date | 2020-11-26 |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | 13 Popular Open-source Projects Bug Assignment Bug-assignment Process Bug-assignment Research Bug-fixing Contributions Combinatorial Mathematics Data Mining Developers Diagnostic, Testing, Debugging And Evaluating System Different Importance Expertise Profile Given Bug Important Software-engineering Task Information Value Knowledge Engineering Technique Multisource Expertise Metric Open-source Repositories Program Debugging Project Management Public Domain Software Software Development Management Software Engineering Software Management Statistics |
| Content Type | Text |
| Resource Type | Article |
| Subject | Computer Graphics and Computer-Aided Design |
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