Article ID Journal Published Year Pages File Type
1548917 Progress in Natural Science: Materials International 2008 5 Pages PDF
Abstract

In this paper, a kind of measure of structural centrality for networks, called modularity centrality, is introduced. This centrality index is based on the eigenvector belonging to the largest magnitude eigenvalue of modularity matrix. The measure is illustrated and compared with the standard centrality measures using a classic dataset. The statistical distribution of modularity centrality is investigated by considering large computer generated graphs and two networks from the real world.

Related Topics
Physical Sciences and Engineering Materials Science Electronic, Optical and Magnetic Materials
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