An Arnoldi-Inout method accelerated with a two-stage matrix splitting iteration for computing PageRank
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DOI: 10.1007/s10092-016-0211-2
Abstract: The PageRank algorithm is one of the most commonly used techniques that determines the global importance of Web pages. In this paper, we present a preconditioned Arnoldi-Inout approach for the computation of Pagerank vector, which… read more here.
Keywords: two stage; matrix splitting; stage matrix; splitting iteration ... See more keywords
A relaxed two-step splitting iteration method for computing PageRank
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DOI: 10.1007/s40314-016-0338-4
Abstract: In this paper, we extend the two-step matrix splitting iteration approach by introducing a new relaxation parameter. The main idea is based on the inner–outer iteration for solving the PageRank problems proposed by Gleich et… read more here.
Keywords: iteration; splitting iteration; method; two step ... See more keywords