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Marginalizing over the PageRank Damping Factor

Authors
  • Bauckhage, Christian
Type
Preprint
Publication Date
Aug 30, 2014
Submission Date
Aug 30, 2014
Identifiers
arXiv ID: 1409.0104
Source
arXiv
License
Yellow
External links

Abstract

In this note, we show how to marginalize over the damping parameter of the PageRank equation so as to obtain a parameter-free version known as TotalRank. Our discussion is meant as a reference and intended to provide a guided tour towards an interesting result that has applications in information retrieval and classification.

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