Yizhou Sun

Mining Heterogeneous Information Networks: Principles and Methodologies - Synthesis Lectures on Data Mining and Knowledge Discovery Yizhou Sun

Investigates the principles and methodologies of mining heterogeneous information networks. Departing from many existing network models that view interconnected data as homogeneous graphs or networks, the semi-structured heterogeneous information network model leverages the rich semantics of typed nodes and links in a network and uncovers surprisingly rich knowledge from the network.