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-Barabasi model of network growth. In particular, intrinsic relevance of sites plays a role in determining the future degree of the vertex.
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Caldarelli, G., De Los Rios, P., & Capocci, A. (2003). Quantitative description and modeling of real networks. Physical Review E, 68, Article 047101. https://doi.org/10.1103/PhysRevE.68.047101
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2003
68
047101
REVIEWED
EPFL