1 Introduction
Network is an important way to organize relational information such as social relations, citations and other interactions among multiple objects. With the rapid development of large-scale online social networks such as Facebook, Twitter, and Weibo, network data is constantly growing and gives rise to many challenges on dealing with these large-scale real-world network data.