Quantitative description and modeling of real networks
- 2 October 2003
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review E
- Vol. 68 (4), 047101
- https://doi.org/10.1103/physreve.68.047101
Abstract
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.Keywords
This publication has 13 references indexed in Scilit:
- Scale-Free Networks from Varying Vertex Intrinsic FitnessPhysical Review Letters, 2002
- Assortative Mixing in NetworksPhysical Review Letters, 2002
- Fluctuation-Driven Dynamics of the Internet TopologyPhysical Review Letters, 2002
- Dynamical and Correlation Properties of the InternetPhysical Review Letters, 2001
- Competition and multiscaling in evolving networksEurophysics Letters, 2001
- The structure of scientific collaboration networksProceedings of the National Academy of Sciences, 2001
- The fractal properties of InternetEurophysics Letters, 2000
- Emergence of Scaling in Random NetworksScience, 1999
- Growth dynamics of the World-Wide WebNature, 1999
- On power-law relationships of the Internet topologyACM SIGCOMM Computer Communication Review, 1999