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Incremental Page Rank Computation on Evolving Graphs.
In this paper, we propose a method to incrementally compute PageRank for a large graph that is evolving. Our approach is quite general, and can be used to incrementally compute (on evolving graphs) any metric that satisfies the first order Markov property.