Social data are accumulated rapidly with the prosperous growth of social network services. The user generated content, such as relations, shares, blogs, comments, are reflecting people's real life experiences on many kinds of social network platforms, including Facebook, LinkedIn, Twitter, Tumblr, Pinterest, Foursquare, and so on. Such social data grant researchers the new opportunities to understand a whole spectrum of new phenomena related to users...