WFRF:(Silvestrov Sergei Professor)
Search: WFRF:(Silvestrov Sergei Professor) > (2020) > Exploring The Relat...
- 8 of 32
- Previous record
- Next record
- To hitlist
Exploring The Relationship Between Ordinary PageRank, Lazy PageRank and Random Walk with Backstep PageRank for Different Graph Structures
-
- Biganda, Pitos, 1981- (author)
- Mälardalens högskola,Utbildningsvetenskap och Matematik,Department of Mathematics, College of Natural and Applied Sciences, University of Dar es Salaam,Tanzania,MAM
-
- Abola, Benard, 1971- (author)
- Mälardalens högskola,Utbildningsvetenskap och Matematik,Department of Mathematics, School of Physical Sciences, Makerere University, Kampala, Uganda,MAM
-
- Engström, Christopher, 1987- (author)
- Mälardalens högskola,Utbildningsvetenskap och Matematik,MAM
- show more...
- show less...
- (creator_code:org_t)
- 2020-04-17
- 2020
- English.
- In: Data Analysis and Applications 3. - : John Wiley & Sons, Ltd. - 9781786305343 - 9781119721871 ; , s. 53-73
- Book chapter (peer-reviewed)
Abstract
Subject headings
Close
- PageRank is an algorithm for ranking web pages. It is the first and best known webgraph-based algorithm in the Google search engine. The algorithm is simple, robust and reliable to measure the importance of web pages. This chapter presents a comparative review of three variants of PageRank, namely ordinary PageRank (introduced by Brin and Page as a measure of importance of a web page), lazy PageRank and random walk with backstep PageRank. It compares the variants in terms of their convergence and consistency in rank scores for different graph structures with reference to PageRank’s parameters, damping factor and backstep parameter. The chapter also shows that ordinary PageRank can be formulated from the other two variants by some proportionality relationships.
Subject headings
- NATURVETENSKAP -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Probability Theory and Statistics (hsv//eng)
Keyword
- backstep parameter
- graph structure
- lazy PageRank
- ordinary PageRank
- random walk PageRank
- web page
- Mathematics/Applied Mathematics
- matematik/tillämpad matematik
Publication and Content Type
- ref (subject category)
- kap (subject category)
Find in a library
- Data Analysis and Applications 3 (Search for host publication in LIBRIS)
To the university's database
- 8 of 32
- Previous record
- Next record
- To hitlist
Find more in SwePub
- By the author/editor
- Biganda, Pitos, ...
- Abola, Benard, 1 ...
- Engström, Christ ...
- Mango, John Mage ...
- Kakuba, Godwin
- Silvestrov, Serg ...
- About the subject
-
- NATURAL SCIENCES
- NATURAL SCIENCES
- and Mathematics
- and Probability Theo ...
- Articles in the publication
- Data Analysis an ...
- By the university
- Mälardalen University
Search outside SwePub
- Extend your search to:
- Google Book Search
- Google Scholar
Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.
- Copyright © LIBRIS - National Library Systems
- LIBRIS.kb.se
