Haveliwala (Link Analysis Link Analysis)

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Time Complexity

$O(m n )$

Space Complexity

$O(nz)$? words

(Stores and updates z O(n)-sized vectors designed to converge to some stationary distributions)

Description

PageRank with categories/topics

Approximate?

Exact

Randomized?

No, deterministic

Model of Computation

Word RAM

Year

2002

Reference

http://www-cs-students.stanford.edu/~taherh/papers/topic-sensitive-pagerank.pdf