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Eigenvector-like measures of centrality for asymmetric relations
Affiliation:1. Dept. of Electrical Engineering, Asansol Polytechnic, Asansol, India;2. Dept. of Computer Science and Engineering, National Institute of Technology, Durgapur, India;3. CEOS.PP - Polytechnic of Porto, Portugal;4. Algoritmi Research Center, University of Minho, Guimarães, Portugal
Abstract:Eigenvectors of adjacency matrices are useful as measures of centrality or of status. However, they are misapplied to asymmetric networks in which some positions are unchosen. For these networks, an alternative measure of centrality is suggested that equals an eigenvector when eigenvectors can be used and provides meaningfully comparable results when they cannot.
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