Figure 2.

Similarity of visitation patterns between nodes in social networks. For each user, we keep track of (a) how many visits are made to locations across the city and (b) construct a social network by tracking calls to others. We can then define (c) the geographical cosine similarity between two users by computing the cosine of the angle between any two vectors in the location space.