The modularity quality function commonly employed for finding community structure in complex networksis generalized in this article to a one-parameter family of quality functions. The generalization of networkmodularity proposed in this work is based on the concept of network efficiency, a metric first proposedby V. Latora and M. Marchiori. We define the efficiency-modularity of a partition based on the differencebetween the actual and expected efficiency among nodes in a community. The one adjustable parameter inefficiency-modularity can be tuned to detect either community or anticommunity structure with a singleunified algorithm.
| Identifer | oai:union.ndltd.org:ETSU/oai:dc.etsu.edu:etsu-works-11943 |
| Date | 01 March 2017 |
| Creators | Bales, Kristen N., Eager, Zachary D., Harkin, Anthony A. |
| Publisher | Digital Commons @ East Tennessee State University |
| Source Sets | East Tennessee State University |
| Detected Language | English |
| Type | text |
| Source | ETSU Faculty Works |
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