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Modularity Resolution Limit Consider a network consisting of a ring of nc cliques, each clique having Nc nodes and m ( m 1 ) /
Modularity Resolution Limit
Consider a network consisting of a ring of nc cliques, each clique having Nc nodes and mm links. The neighboring cliques are connected by a single link Image The network has an obvious community structure, each community corresponding to a clique.
Determine the modularity Msingle of this natural partition, and the modularity Mpairs of the partition in which pairs of neighboring cliques are merged into a single community, as indicated by the dotted lines in Image
Show that only for nc L will the modularity maximum predict the intuitively correct community partition, where Lncmmnc
Discuss the consequences of violating the above inequality.
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