| Title: | DevNet: Exploring developer collaboration in heterogeneous networks of bug repositories |
| Author: | Wang, Song (1)
; Zhang, Wen (1)
; Yang, Ye (1)
; Wang, Qing (1)
|
| Conference Name: | 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2013
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| Conference Date: | October 10, 2013 - October 11, 2013
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| Issued Date: | 2013
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| Conference Place: | Baltimore, MD, United states
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| Publish Place: | IEEE Computer Society, 2001 L Street N.W., Suite 700, Washington, DC 20036-4928, United States
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| Indexed Type: | EI
|
| ISSN: | 19493770
|
| Department: | (1) Laboratory for Internet Software Technologies, Institute of Software, Chinese Academy of Sciences, China; (2) State Key Laboratory of Computer Science, ISCAS, China; (3) State Key Laboratory of Software Engineering, Wuhan University, China
|
| Abstract: | During open source software development and maintenance, bug fixing is a result of developer collaboration. Understanding the structure of developer collaboration could be helpful for effective and efficient bug fixing. Most prior work on exploring developer collaboration in bug repositories only considers a particular form of developer collaboration. However, in real software bug repositories, developers collaborate with each other via multiple ways, e.g., commenting bugs, tossing bugs, and assigning bugs. In this paper, we present DevNet, a framework for representing and analyzing developer collaboration in bug repositories based on heterogeneous developer networks. Moreover, we illustrate that such developer collaboration can assist bug triage through a case study on the bug repositories of Eclipse and Mozilla involving over 800,000 bug reports. Experiment results show that our approach can improve the state-of-the-art bug triage methods by 5-15% in accuracy. We believe that the proposed approach provides new insights for analyzing software repositories through heterogeneous networks. © 2013 IEEE. |
| English Abstract: | During open source software development and maintenance, bug fixing is a result of developer collaboration. Understanding the structure of developer collaboration could be helpful for effective and efficient bug fixing. Most prior work on exploring developer collaboration in bug repositories only considers a particular form of developer collaboration. However, in real software bug repositories, developers collaborate with each other via multiple ways, e.g., commenting bugs, tossing bugs, and assigning bugs. In this paper, we present DevNet, a framework for representing and analyzing developer collaboration in bug repositories based on heterogeneous developer networks. Moreover, we illustrate that such developer collaboration can assist bug triage through a case study on the bug repositories of Eclipse and Mozilla involving over 800,000 bug reports. Experiment results show that our approach can improve the state-of-the-art bug triage methods by 5-15% in accuracy. We believe that the proposed approach provides new insights for analyzing software repositories through heterogeneous networks. © 2013 IEEE. |
| Language: | 英语
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| Content Type: | 会议论文
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| URI: | http://ir.iscas.ac.cn/handle/311060/16681
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| Appears in Collections: | 软件所图书馆_会议论文
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| Recommended Citation: | |
Wang, Song ,Zhang, Wen ,Yang, Ye ,et al. DevNet: Exploring developer collaboration in heterogeneous networks of bug repositories[C]. 见:2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2013. Baltimore, MD, United states. October 10, 2013 - October 11, 2013.
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