GENERALIZED NETWORK CLUSTERING AND ITS DYNAMICAL IMPLICATIONS

Thomas House ()
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Thomas House: Department of Biological Sciences and Warwick Mathematics Institute, University of Warwick, Coventry, CV4 7AL, UK

Advances in Complex Systems (ACS), 2010, vol. 13, issue 03, 281-291

Abstract: A parametrization of generalised network clustering, in the form of four-motif prevalences, is presented. This involves three real parameters that are conditional on one-, two- and three-motif prevalences. Interpretations of these real parameters are presented that motivate a set of rewiring schemes to create appropriately clustered networks. Finally, the dynamical implications of higher order structure, as parameterised, for a contact process are considered.

Keywords: Networks; motifs; contact process; clustering; SIS model (search for similar items in EconPapers)
Date: 2010
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Persistent link: https://EconPapers.repec.org/RePEc:wsi:acsxxx:v:13:y:2010:i:03:n:s0219525910002645

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DOI: 10.1142/S0219525910002645

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