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A coupled model for the indegree and outdegree analysis of the Web

Academic Article
Publication Date:
2011
abstract:
We introduce a mixed model for the Web graph that simultaneously describes the inlink and outlink distributions by taking into account the interconnection of the two processes. We derive an expression for the steady-state distribution of indegrees (outdegrees) among vertices with fixed outdegree (indegree) in terms of sums of beta functions. Experimentation on subsets of the real Web shows that the proposed distributions well reproduce the behavior of the observed data.
Iris type:
01.01 Articolo in rivista
Keywords:
Stochastic processes; Steady-state distribution; beta function
List of contributors:
Favati, Paola
Authors of the University:
FAVATI PAOLA
Handle:
https://iris.cnr.it/handle/20.500.14243/180139
Published in:
INTERNET MATHEMATICS
Journal
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