From Developer Networks to Verified Communities: A Fine-Grained Approach
Author(s): Joblin M, Mauerer W, Apel S, Siegmund J, Riehle D
Title edited volumes: Proceedings - International Conference on Software Engineering
Publication year: 2015
Conference Proceedings Title: Proceedings of the 37th International Conference on Software Engineering
Pages range: 563-573
Event: The 37th International Conference on Software Engineering
Event location: Firenze, Italy
Start date of the event: 16/05/2015
End date of the event: 24/05/2015
Effective software engineering demands a coordinated effort. Unfortunately, a comprehensive view on developer coordination is rarely available to support software-engineering decisions, despite the significant implications on software quality, software architecture, and developer productivity. We present a fine-grained, verifiable, and fully automated approach to capture a view on developer coordination, based on commit information and source-code structure, mined from version-control systems. We apply methodology from network analysis and machine learning to identify developer communities automatically. Compared to previous work, our approach is fine-grained, and identifies statistically significant communities using order-statistics and a community-verification technique based on graph conductance. To demonstrate the scalability and generality of our approach, we analyze ten open-source projects with complex and active histories, written in various programming languages. By surveying 53 open-source developers from the ten projects, we validate the authenticity of inferred community structure with respect to reality. Our results indicate that developers of open-source projects form statistically significant community structures and this particular view on collaboration largely coincides with developers' perceptions of real-world collaboration.
FAU Authors / FAU Editors How to cite
APA: Joblin, M., Mauerer, W., Apel, S., Siegmund, J., & Riehle, D. (2015). From Developer Networks to Verified Communities: A Fine-Grained Approach. In Proceedings of the 37th International Conference on Software Engineering (pp. 563-573). IEEE.
MLA: Joblin, Mitchell, et al. "From Developer Networks to Verified Communities: A Fine-Grained Approach." Proceedings of the The 37th International Conference on Software Engineering, Firenze, Italy IEEE, 2015. 563-573.