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DAGSTUHL
2007

Three results on the PageRank vector: eigenstructure, sensitivity, and the derivative

14 years 29 days ago
Three results on the PageRank vector: eigenstructure, sensitivity, and the derivative
The three results on the PageRank vector are preliminary but shed light on the eigenstructure of a PageRank modified Markov chain and what happens when changing the teleportation parameter in the PageRank model. Computations with the derivative of the PageRank vector with respect to the teleportation parameter show predictive ability and identify an interesting set of pages from Wikipedia. Keywords. PageRank, PageRank derivative, PageRank sensitivity, PageRank eigenstructure
David Gleich, Peter W. Glynn, Gene H. Golub, Chen
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where DAGSTUHL
Authors David Gleich, Peter W. Glynn, Gene H. Golub, Chen Greif
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