Multi-level social network alignment via adversarial learning and graphlet modeling

Jingyuan Duan, Zhao Kang, Ling Tian, Yichen Xin

Abstract: Highlights•Specify inter-network platform disparity and intra-network subgraph isomorphism.•Capture directed and attributed social networks and overlapped user interest groups.•Conduct a multi-level alignment on two social networks to alleviate both issues.•Outperform thirteen state-of-the-art methods on real-world and synthetic datasets.