Higher-Order Multi-Layer Community Detection

  • Ling Huang Sun Yat-sen University
  • Chang-Dong Wang Sun Yat-sen University
  • Hong-Yang Chao Sun Yat-sen University

Abstract

In this paper, we define a new problem of multi-layer network community detection, namely higher-order multi-layer community detection. A multi-layer motif (M-Motif) approach is proposed, which discovers communities with good intralayer higher-order community quality while preserving interlayer higher-order community consistency. Experimental results have confirmed the superiority of the proposed method.

Published
2019-07-17
Section
Student Abstract Track