17min chapter

Data Skeptic cover image

Github Collaboration Network

Data Skeptic

CHAPTER

Enhancing Community Detection in OSS

This chapter explores the impact of pre-processing on community detection algorithms like the Louvain method within GitHub projects. It emphasizes the importance of collaboration patterns, such as cycles of interaction among developers, over traditional star structures. The discussion also highlights the need for adaptive algorithms that incorporate contextual information to improve community detection and enhance understanding of team dynamics in open-source software (OSS) networks.

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