Through the activities of the users on the platform, the users, mentions, reviews and businesses in Yelp-EL form a network where there are different types of nodes and edges.
we use Heterogeneous Information Networks (HIN) to model it, and then design meta-path based features to capture the relations between mentions and their candidate businesses.