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The Structure and Function of Complex Networks

. SIAM Review, 45 (2): 167-256 (2003)publisher = SIAM, doi = 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.

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