The Structure and Function of Complex Networks
Top Cited Papers
- 1 January 2003
- journal article
- Published by Society for Industrial & Applied Mathematics (SIAM) in SIAM Review
- Vol. 45 (2) , 167-256
- https://doi.org/10.1137/s003614450342480
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.Keywords
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Funding Information
- U.S. National Science Foundation (DMS-0109086, DMS-0234188)
- James S. McDonnell Foundation and the Santa Fe Institute
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