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Three Hypergraph Eigenvector Centralities

Published in SIAM Journal on Mathematics of Data Science • Jan 1, 2019
NobleIDNI8P05W21R78S18
Authors:
Austin R. Benson

Abstract

Eigenvector centrality is a standard network analysis tool for determining the importance of (or ranking of) entities in a connected system that is represented by a graph. However, many complex systems and datasets have natural multiway interactions that are more faithfully modeled by a hypergraph. ...

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