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.
%0 Journal Article
%1 newman03structure
%A Newman, M. E. J.
%D 2003
%J SIAM review
%K networks small-world social
%N 2
%P 167--256
%T The structure and function of complex networks
%U http://citeseer.ist.psu.edu/newman03structure.html
%V 45
%X 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.
@article{newman03structure,
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.},
added-at = {2007-08-24T13:31:38.000+0200},
author = {Newman, M. E. J.},
biburl = {https://www.bibsonomy.org/bibtex/2f88f0169a59f9f223d1b09733c64e131/rafg},
citeulike-article-id = {82889},
description = {CiteULike import},
interhash = {7bedd01cb4c06af9f5200b0fb3faa571},
intrahash = {f88f0169a59f9f223d1b09733c64e131},
journal = {SIAM review},
keywords = {networks small-world social},
number = 2,
pages = {167--256},
priority = {3},
timestamp = {2007-08-24T13:31:39.000+0200},
title = {The structure and function of complex networks},
url = {http://citeseer.ist.psu.edu/newman03structure.html},
volume = 45,
year = 2003
}