paper critique &summarization : The structure and function of complex networks

Title : The structure and function of complex networks.
Author: M. E. Newman

summarization:
This paper introduces the basic properties of and models of network.
First, it tells us what is a network, and some types of different networks, which maybe useful in our real life.

And it starts to introduce the properties:
small-word(which famous),
transitivity(mention a good measure for density of network),
degree distributions(which tell us the long tail),
network resilience(some vertices are more important in the whole network),
miximg pattern ( a connect rule between vertices),
community structure (mentions a hierarchical algorithm to extract the cluster in network).

moreover, some models to construct the network are also be mentioned:
configuration model(the simplest model which just random connected)
Price's model(based on the theory that "The rich get richer", so generate the long tail)
Barabasi and Albert's model(based on Price's model, but undirected)

This paper also discussed some real world problem like the transmitted disease, measure the transmit speed and how to process. but I think it is still far from real case.

critique:
network provides a good tool for visualize many problems in the world, but as I have seem, most research still couldn't fit the real case well just like the semantic gap problem in image retrieval, but it provides us a direction to solve the problems.