Topological structure and the H index in complex networks
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hdl:2117/102685
Tipus de documentArticle
Data publicació2017-02-03
Condicions d'accésAccés obert
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Reconeixement-NoComercial-SenseObraDerivada 3.0 Espanya
ProjecteMULTIPLEX - Foundational Research on MULTIlevel comPLEX networks and systems (EC-FP7-317532)
Abstract
The generalized H(n) Hirsch index of order n has been recently introduced and shown to interpolate between the degree and the K-core centrality in networks. We provide a detailed analytic characterization of the properties of sets of nodes having the same H(n), within the annealed network approximation. The connection between the Hirsch indices and the degree is highlighted. Numerical tests in synthetic uncorrelated networks and real-world correlated ones validate the findings. We also test the use of the Hirsch index for the identification of influential spreaders in networks, finding that it is in general outperformed by the recently introduced nonbacktracking centrality.
CitacióPastor-Satorras, R., Castellano, C. Topological structure and the H index in complex networks. "Physical review E", 3 Febrer 2017, vol. 95, núm. 2, p. 1-8.
ISSN1550-2376
Versió de l'editorhttp://journals.aps.org/pre/abstract/10.1103/PhysRevE.95.022301
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