AN EMPIRICAL RELATION BETWEEN K-SHELLS AND THE H-INDEX IN SCALE-FREE NETWORKS

After clarifying the definitions of h-index and k-shells in a graph, it is shown that the largest k value for which there exists a non-empty k-shell, denoted as kmax(G), satisfies the relation kmax(G) ≤ h(G) , where h(G) is the degree h-index of graph G. Next we determine an empirical relation betwe...

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Veröffentlicht in:Malaysian journal of library & information science 2011, Vol.16 (3), p.9-16
Hauptverfasser: Ye, Fred Y, Zhao, Star X, Rousseau, Ronald
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Sprache:eng
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Zusammenfassung:After clarifying the definitions of h-index and k-shells in a graph, it is shown that the largest k value for which there exists a non-empty k-shell, denoted as kmax(G), satisfies the relation kmax(G) ≤ h(G) , where h(G) is the degree h-index of graph G. Next we determine an empirical relation between the hindex, the number of nodes in a small scale-free network, i.e. with maximum degree centrality < 100, and the coreness and degree centrality of its nodes. In this contribution we embed the information sciences among other fields involved in network studies.
ISSN:1394-6234