Degree and clustering coefficient in sparse random intersection graphs

Citation
Bloznelis, Mindaugas, Degree and clustering coefficient in sparse random intersection graphs, Annals of applied probability , 23(3), 2013, pp. 1254-1289
ISSN journal
10505164
Volume
23
Issue
3
Year of publication
2013
Pages
1254 - 1289
Database
ACNP
SICI code
Abstract
We establish asymptotic vertex degree distribution and examine its relation to the clustering coefficient in two popular random intersection graph models of Godehardt and Jaworski [Electron. Notes Discrete Math. 10 (2001) 129.132]. For sparse graphs with a positive clustering coefficient, we examine statistical dependence between the (local) clustering coefficient and the degree. Our results are mathematically rigorous. They are consistent with the empirical observation of Foudalis et al. [In Algorithms and Models for Web Graph (2011) Springer] that, .clustering correlates negatively with degree.. Moreover, they explain empirical results on k.1 scaling of the local clustering coefficient of a vertex of degree k reported in Ravasz and Barabási [Phys. Rev. E 67 (2003) 026112].