Predicting User Roles in Social Networks using Transfer Learning with Feature Transformation

11/09/2016

∙

by   Jun Sun, et al.

∙

0

∙

share

How can we recognise social roles of people, given a completely unlabelled social network? We present a transfer learning approach to network role classification based on feature transformations from each network's local feature distribution to a global feature space. Experiments are carried out on real-world datasets. (See manuscript for the full abstract.)