5min chapter

Data Skeptic cover image

Github Collaboration Network

Data Skeptic

CHAPTER

Enhancing Community Detection Accuracy with Innovative Algorithms

This chapter explores the Luvain method for community detection and introduces the Renewal Non-Backtrack Random Walk pre-processing algorithm. It emphasizes how these techniques improve accuracy by analyzing cyclic structures and collaboration patterns among GitHub developers, advocating for weighted interactions to better represent developer relationships.

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