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Advances in Applied Probability

Article
Author/s: 
Emily Tanimura and Rama Cont
Advances in Applied Probability
Issue number: 
4
Year: 
2008
Journal pages: 
939-965
Webpage [1]
Small-world graphs are examples of random graphs which mimic empirically observed features of social networks. We propose an intrinsic definition of small-world graphs, based on a probabilistic formulation of scaling properties of the graph, which does not rely on any particular construction. Our definition is shown to encompass existing models of small-world graphs, proposed by Watts (1999) and studied by Barbour and Reinert (2001), which are based on random perturbations of a regular lattice. We also propose alternative constructions of small-world graphs which are not based on lattices and study their scaling properties.

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Links
[1] http://projecteuclid.org/euclid.aap/1231340159