Heterogeneous network analysis of developer contribution in bug repositories
文献类型：会议论文
| 作者 | Zhang, Wen (1) ; Wang, Song (1) ; Yang, Ye (1) ; Wang, Qing (1) |
| 出版日期 | 2013 |
| 会议名称 | 2013 International Conference on Cloud and Service Computing, CSC 2013 |
| 会议日期 | November 4, 2013 - November 6, 2013 |
| 会议地点 | Beijing, China |
| 关键词 | developer contribution heterogeneous network bug triage |
| 页码 | 98-105 |
| 中文摘要 | Using a bug repository, developers contribute to improve the quality of software incrementally by creating and updating bug reports. All the software artifacts in bug repositories are derived from developer contribution. Most prior studies on developer contribution in bug repositories bias on one particular form, e.g., commenting bug reports. However, in real practice of bug repositories, developers participate in and contribute to software projects via multiple ways, e.g., reporting new bugs, reopening incorrectly fixed bugs, commenting unfixed bug reports, and fixing unsolved bugs. In this paper, we exploit recent advances in analysis of heterogeneous network to avoid biased aspects in measuring developer contribution and explore multiple types of developer contribution in bug repositories. Further, we consider leveraging such multiple types of developer contribution to assist a typical prediction problem in bug repositories, i.e., bug triage. Empirical studies on bug repositories of Eclipse and Mozilla show that our approach can provide enriched knowledge of developer contribution to improve the resolution of bug triage. This study strongly suggests using the promising aspects of heterogeneous network can open many actionable insights in analyzing software repositories. © 2013 IEEE. |
| 英文摘要 | Using a bug repository, developers contribute to improve the quality of software incrementally by creating and updating bug reports. All the software artifacts in bug repositories are derived from developer contribution. Most prior studies on developer contribution in bug repositories bias on one particular form, e.g., commenting bug reports. However, in real practice of bug repositories, developers participate in and contribute to software projects via multiple ways, e.g., reporting new bugs, reopening incorrectly fixed bugs, commenting unfixed bug reports, and fixing unsolved bugs. In this paper, we exploit recent advances in analysis of heterogeneous network to avoid biased aspects in measuring developer contribution and explore multiple types of developer contribution in bug repositories. Further, we consider leveraging such multiple types of developer contribution to assist a typical prediction problem in bug repositories, i.e., bug triage. Empirical studies on bug repositories of Eclipse and Mozilla show that our approach can provide enriched knowledge of developer contribution to improve the resolution of bug triage. This study strongly suggests using the promising aspects of heterogeneous network can open many actionable insights in analyzing software repositories. © 2013 IEEE. |
| 收录类别 | CPCI ; EI |
| 会议录出版地 | IEEE Computer Society, 2001 L Street N.W., Suite 700, Washington, DC 20036-4928, United States |
| 语种 | 英语 |
| ISSN号 | 2326-5388 |
| ISBN号 | 9780769551579 |
| 源URL | [http://ir.iscas.ac.cn/handle/311060/16546]  |
| 专题 | 软件研究所_软件所图书馆_会议论文 |
| 推荐引用方式 GB/T 7714 | Zhang, Wen ,Wang, Song ,Yang, Ye ,et al. Heterogeneous network analysis of developer contribution in bug repositories[C]. 见:2013 International Conference on Cloud and Service Computing, CSC 2013. Beijing, China. November 4, 2013 - November 6, 2013. |
入库方式： OAI收割
来源：软件研究所
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