Vertex similarity in networks

We consider methods for quantifying the similarity of vertices in networks. We propose a measure of similarity based on the concept that two vertices are similar if their immediate neighbors in the network are themselves similar. This leads to a self-consistent matrix formulation of similarity that...

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Bibliographic Details
Main Authors: Leicht, E, Holme, P, Newman, M
Format: Journal article
Published: 2006