The structure and function of complex networks (2003)
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M. E. J. Newman
| Venue: | SIAM REVIEW |
| Citations: | 914 - 7 self |
BibTeX
@ARTICLE{Newman03thestructure,
author = {M. E. J. Newman},
title = {The structure and function of complex networks},
journal = {SIAM REVIEW},
year = {2003},
volume = {45},
pages = {167--256}
}
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Abstract
Inspired by empirical studies of networked systems such as the Internet, social networks, and biological networks, researchers have in recent years developed a variety of techniques and models to help us understand or predict the behavior of these systems. Here we review developments in this field, including such concepts as the small-world effect, degree distributions, clustering, network correlations, random graph models, models of network growth and preferential attachment, and dynamical processes taking place on networks.
