Quantitative description and modeling of real networks.
We present data analysis and modeling of two particular cases of study in the field of growing networks. We analyze World Wide Web data set and authorship collaboration networks in order to check the presence of correlation in the data. The results are reproduced with good agreement through a suitable modification of the standard Albert-Barabási model of network growth. In particular, intrinsic relevance of sites plays a role in determining the future degree of the vertex.
Capocci
Andrea
A
Département de Physique, Université de Fribourg, CH-1700 Fribourg, Switzerland.
Caldarelli
Guido
G
De los Rios
Paolo
P