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» A general markov framework for page importance computation
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CIKM
2009
Springer
14 years 6 hour ago
A general markov framework for page importance computation
We propose a General Markov Framework for computing page importance. Under the framework, a Markov Skeleton Process is used to model the random walk conducted by the web surfer on...
Bin Gao, Tie-Yan Liu, Zhiming Ma, Taifeng Wang, Ha...
KDD
2003
ACM
217views Data Mining» more  KDD 2003»
14 years 5 months ago
Algorithms for estimating relative importance in networks
Large and complex graphs representing relationships among sets of entities are an increasingly common focus of interest in data analysis--examples include social networks, Web gra...
Scott White, Padhraic Smyth
IR
2010
13 years 3 months ago
A framework to compute page importance based on user behaviors
Yuting Liu, Tie-Yan Liu, Bin Gao, Zhiming Ma, Hang...
WWW
2003
ACM
14 years 6 months ago
Extrapolation methods for accelerating PageRank computations
We present a novel algorithm for the fast computation of PageRank, a hyperlink-based estimate of the "importance" of Web pages. The original PageRank algorithm uses the ...
Sepandar D. Kamvar, Taher H. Haveliwala, Christoph...
AUSDM
2006
Springer
85views Data Mining» more  AUSDM 2006»
13 years 9 months ago
A Framework of Combining Markov Model With Association Rules for Predicting Web Page Accesses
The importance of predicting Web users' behaviour and their next movement has been recognised and discussed by many researchers lately. Association rules and Markov models ar...
Faten Khalil, Jiuyong Li, Hua Wang