The Structure and Function of Complex Networks

@article{Newman2003TheSA,
  title={The Structure and Function of Complex Networks},
  author={M. Newman},
  journal={SIAM Rev.},
  year={2003},
  volume={45},
  pages={167-256}
}
  • M. Newman
  • Published 2003
  • Physics, Computer Science, Mathematics
  • SIAM Rev.
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… Expand
Evolution of social networks
Networks and Dynamics: The Structure of the World We Live In
Evolution of Social Networks
An Introduction to Complex Networks
Scale-Free Networks with Different Types of Nodes
The Structure of Social Networks
The “New” Science of Networks
Networks formed from interdependent networks
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 594 REFERENCES
The structure and function of networks
Structural transitions in scale-free networks.
Highly clustered scale-free networks.
  • K. Klemm, V. Eguíluz
  • Mathematics, Medicine
  • Physical review. E, Statistical, nonlinear, and soft matter physics
  • 2002
Topology of evolving networks: local events and universality
Properties of a growing random directed network
Epidemic spreading in correlated complex networks.
Evolution of networks
Networks in life: Scaling properties and eigenvalue spectra
Topology and correlations in structured scale-free networks.
Mean-field theory for scale-free random networks
...
1
2
3
4
5
...