Modularity Based Methods for Network Data

Oregon Convention Center 

We introduce several network modularity measures for both single-layer and multi-layer networks under different null models of the network, motivated by empirical observations in networks from a diverse field of applications. We describe a statistical framework for modularity-based network community detection. The effectiveness of the proposed methods is demonstrated in simulated and real networks.