cdlib.algorithms.mod_m¶
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mod_m
(g_original: object, query_node: object) → cdlib.classes.node_clustering.NodeClustering¶ Community Discovery algorithm designed to find local optimal community structures in large networks starting from a given source vertex.
Parameters: - g_original – a networkx/igraph object
- query_node – Id of the network node whose local community is queried.
Returns: NodeClustering object
Example: >>> from cdlib import algorithms >>> import networkx as nx >>> G = nx.karate_club_graph() >>> coms = algorithms.mod_m(G, 1)
References: Luo, Feng, James Z. Wang, and Eric Promislow. “Exploring local community structures in large networks.” Web Intelligence and Agent Systems: An International Journal 6.4 (2008): 387-400.
Note
Reference implementation: https://github.com/mahdi-zafarmand/LSWL