Social networks with rich edge semantics

'Social Networks with Rich Edge Semantics' introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and negative relationships, and relationships whose intensities change with time.

For each possibility, the book shows how to model the social network using spectral embedding.

It also shows how to compose the techniques so that multiple edge semantics can be modelled together, and the modelling techniques are then applied to a range of datasets.