PageRank Problem, Survey And Future Research Directions
P. Sargolzaei, Fazlollah Soleymani · 2010
In this survey, we provide the most important computational meth-ods to find the PageRank. This is a new comprehensive review of all major issues which are associated with PageRank problem, covering the basic topics, the iterative methods, lumping of nodes, the modification of lumping the nodes, rank-one perturbation, rank-r perturbation, ad-vanced numerical linear algebra methods, conditioning, a new method by power series, and outlines for future studies.