II. BACKGROUND
This section discusses background related to this paper. Firstly, we give formal definition of Bayesian network, and then we briefly introduce an effective BN learning algorithm Max-Min Hill Climbing (MMHC). Finally, in section II.C, we describe the social circle data sets used in this study.