PageRank

Known as: Google's search algorithms, PR10, Google pagerank 
PageRank is a link analysis algorithm and it assigns a numerical weighting to each element of a hyperlinked set of documents, such as the World Wide… (More)
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Papers overview

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Review
2016
Review
2016
CNTK: Microsoft's Open-Source Deep-Learning Toolkit
This tutorial will introduce the Computational Network Toolkit, or CNTK, Microsoft's cutting-edge open-source deep-learning… (More)
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Highly Cited
2009
Highly Cited
2009
Personalizing PageRank for Word Sense Disambiguation
In this paper we propose a new graph-based method that uses the knowledge in a LKB (based on WordNet) in order to perform… (More)
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Highly Cited
2006
Highly Cited
2006
Local Graph Partitioning using PageRank Vectors
A local graph partitioning algorithm finds a cut near a specified starting vertex, with a running time that depends largely on… (More)
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Highly Cited
2006
Highly Cited
2006
Google's PageRank and beyond - the science of search engine rankings
Why doesn't your home page appear on the first page of search results, even when you query your own name? How do other web pages… (More)
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Highly Cited
2005
Highly Cited
2005
Inside PageRank
Although the interest of a Web page is strictly related to its content and to the subjective readers' cultural background, a… (More)
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Highly Cited
2004
Highly Cited
2004
Weighted PageRank algorithm
With the rapid growth of the Web, users easily get lost in the rich hyper structure. Providing the relevant information to users… (More)
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Highly Cited
2003
Highly Cited
2003
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… (More)
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Highly Cited
2002
Highly Cited
2002
Topic-sensitive PageRank
In the original PageRank algorithm for improving the ranking of search-query results, a single PageRank vector is computed, using… (More)
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Highly Cited
1999
Highly Cited
1999
The PageRank Citation Ranking: Bringing Order to the Web.
The importance of a Web page is an inherently subjective matter, which depends on the readers interests, knowledge and attitudes… (More)
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Highly Cited
1999
Highly Cited
1999
Efficient Computation of PageRank
This paper discusses efficient techniques for computing PageRank, a ranking metric for hypertext documents. We show that PageRank… (More)
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