On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications

Ryan A. Rossi, Di Jin, Sungchul Kim +3

Structural roles define sets of structurally similar nodes that are more similar to nodes inside the set than outside, whereas communities define sets of nodes with more connection…