mr2vec: Multiple role-based social network embedding

Soohwan Jeong, Jongmin Park, Sungsu Lim

Abstract: Highlights•Learning multiple representations by considering the multiple roles of nodes.•Constructing a persona network that integrates both local and global structures.•Developing a new loss function that takes into account the diverse roles of nodes.•Achieving high performance in link prediction using real-world network datasets.