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- M. E. J. Newman, Martina S Girvan
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2004

We propose and study a set of algorithms for discovering community structure in networks-natural divisions of network nodes into densely connected subgroups. Our algorithms all share two definitiveâ€¦ (More)

- Martina S Girvan, M. E. J. Newman
- Proceedings of the National Academy of Sciencesâ€¦
- 2002

A number of recent studies have focused on the statistical properties of networked systems such as social networks and the Worldwide Web. Researchers have concentrated particularly on a fewâ€¦ (More)

- M. E. J. Newman
- Proceedings of the National Academy of Sciencesâ€¦
- 2006

Many networks of interest in the sciences, including social networks, computer networks, and metabolic and regulatory networks, are found to divide naturally into communities or modules. The problemâ€¦ (More)

- Aaron Clauset, M. E. J. Newman, Cristopher Moore
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2004

The discovery and analysis of community structure in networks is a topic of considerable recent interest within the physics community, but most methods proposed so far are unsuitable for very largeâ€¦ (More)

- M. E. J. Newman
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2006

We consider the problem of detecting communities or modules in networks, groups of vertices with a higher-than-average density of edges connecting them. Previous work indicates that a robust approachâ€¦ (More)

- M. E. J. Newman
- Physical review letters
- 2002

A network is said to show assortative mixing if the nodes in the network that have many connections tend to be connected to other nodes with many connections. Here we measure mixing patterns in aâ€¦ (More)

- M. E. J. Newman
- 2004

When the probability of measuring a particular value of some quantity varies inversely as a power of that value, the quantity is said to follow a power law, also known variously as Zipfâ€™s law or theâ€¦ (More)

- M. E. J. Newman
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2003

We study assortative mixing in networks, the tendency for vertices in networks to be connected to other vertices that are like (or unlike) them in some way. We consider mixing according to discreteâ€¦ (More)

- M. E. J. Newman
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2002

The study of social networks, and in particular the spread of disease on networks, has attracted considerable recent attention in the physics community. In this paper, we show that a large class ofâ€¦ (More)

- M. E. J. Newman
- 2003

There has been considerable recent interest in algorithms for finding communities in networksâ€” groups of vertices within which connections are dense, but between which connections are sparser. Hereâ€¦ (More)