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Generalisation of the Damping Factor in PageRank for Weighted Networks
Mälardalens högskola, Akademin för utbildning, kultur och kommunikation, Utbildningsvetenskap och Matematik. (Mathematics and Applied Mathematics)ORCID-id: 0000-0002-1624-5147
Mälardalens högskola, Akademin för utbildning, kultur och kommunikation, Utbildningsvetenskap och Matematik. (Mathematics and Applied Mathematics)ORCID-id: 0000-0003-4554-6528
2014 (engelsk)Inngår i: Modern Problems in Insurance Mathematics / [ed] Silvestrov, Dmitrii; Martin-Löf, Anders, Springer International Publishing , 2014, s. 313-333Kapittel i bok, del av antologi (Fagfellevurdert)
Abstract [en]

In this article we will look at the PageRank algorithm used to rank nodes in a network. While the method was originally used by Brin and Page to rank home pages in order of “importance”, since then many similar methods have been used for other networks such as financial or P2P networks. We will work with a non-normalised version of the usual PageRank definition which we will then generalise to enable better options, such as adapting the method or allowing more types of data. We will show what kind of effects the new options creates using examples as well as giving some thoughts on what it can be used for. We will also take a brief look at how adding new connections between otherwise unconnected networks can change the ranking.

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Springer International Publishing , 2014. s. 313-333
Serie
EAA Series, ISSN 1869-6929
HSV kategori
Forskningsprogram
matematik/tillämpad matematik
Identifikatorer
URN: urn:nbn:se:mdh:diva-27268DOI: 10.1007/978-3-319-06653-0_19ISBN: 978-3-319-06652-3 (tryckt)ISBN: 978-3-319-06653-0 (tryckt)OAI: oai:DiVA.org:mdh-27268DiVA, id: diva2:775381
Tilgjengelig fra: 2015-01-02 Laget: 2015-01-02 Sist oppdatert: 2015-01-05bibliografisk kontrollert

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Forlagets fullteksthttp://dx.doi.org/10.1007/978-3-319-06653-0_19

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Engström, ChristopherSilvestrov, Sergei

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