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» PageRank as a function of the damping factor
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SIGIR
2006
ACM
14 years 28 days ago
Generalizing PageRank: damping functions for link-based ranking algorithms
Ricardo A. Baeza-Yates, Paolo Boldi, Carlos Castil...
WAW
2007
Springer
91views Algorithms» more  WAW 2007»
14 years 1 months ago
Determining Factors Behind the PageRank Log-Log Plot
Abstract. We study the relation between PageRank and other parameters of information networks such as in-degree, out-degree, and the fraction of dangling nodes. We model this relat...
Yana Volkovich, Nelly Litvak, Debora Donato
WWW
2005
ACM
14 years 7 months ago
TruRank: taking PageRank to the limit
PageRank is defined as the stationary state of a Markov chain depending on a damping factor that spreads uniformly part of the rank. The choice of is eminently empirical, and in...
Sebastiano Vigna
DAGSTUHL
2007
13 years 8 months ago
An Inner/Outer Stationary Iteration for Computing PageRank
We present a stationary iterative scheme for PageRank computation. The algorithm is based on a linear system formulation of the problem, uses inner/outer iterations, and amounts to...
Andrew P. Gray, Chen Greif, Tracy Lau
WEBI
2007
Springer
14 years 1 months ago
Experimental Bounds on the Usefulness of Personalized and Topic-Sensitive PageRank
PageRank is an algorithm used by several search engines to rank web documents according to their assumed relevance and popularity deduced from the Web’s link structure. PageRank...
Sinan Al-Saffar, Gregory L. Heileman