The structure and function of complex networks

Details The structure and function of complex networks The structure and function of complex networks

2003-03-25

arxiv.org/abs/cond-mat/0303516v1

SIAM Review 45, 167-256 (2003)

Physics

Condensed Matter

Statistical Mechanics

Review article, 58 pages, 16 figures, 3 tables, 429 references, published in SIAM Review (2003)

Scientific paper

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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