A steady state model for graph power laws

Details A steady state model for graph power laws A steady state model for graph power laws

2002-03-30

arxiv.org/abs/cs/0204001v1

Computer Science

Discrete Mathematics

8 pages, 5 figures

Scientific paper

Power law distribution seems to be an important characteristic of web graphs. Several existing web graph models generate power law graphs by adding new vertices and non-uniform edge connectivities to existing graphs. Researchers have conjectured that preferential connectivity and incremental growth are both required for the power law distribution. In this paper, we propose a different web graph model with power law distribution that does not require incremental growth. We also provide a comparison of our model with several others in their ability to predict web graph clustering behavior.

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