Modularity Maximization

Greedy Algorithm

Luís Rita (路易斯)
Towards Data Science
5 min readMay 30, 2020

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Current article is based on these 4 hypotheses to define a community

Based on the hypothesis a random network does not have community structure, the local modularity concept was formulated [1]. It compares the partition of a given network with the analogous degree-preserved randomization.

Considering a network with N nodes and L links, and a partition of it with nc communities, each with Nc nodes and Lc links:

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