Fuzzy Equivalence Relation Based Clustering and Its Use to Restructuring Websites’ Hyperlinks and Web Pages - Artificial Intelligence Applications and Innovations Access content directly
Conference Papers Year : 2013

Fuzzy Equivalence Relation Based Clustering and Its Use to Restructuring Websites’ Hyperlinks and Web Pages

Xenia J. Mamakou
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Bill Karakostas
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  • PersonId : 1000655

Abstract

Quality design of websites implies that among other factors, hypelinks’ structure should allow the users to reach the information they seek with the minimum number of clicks. This paper utilises the fuzzy equivalence relation based clustering in adapting website hyperlinks’ structure so that the redesigned website allows users to meet as effectively as possible their informational and navigational requirements. The fuzzy tolerance relation is calculated based on the usage rate of hyperlinks in a website. The equivalence relation identifies clusters of hyperlinks. The clusters are then used to realocate hyperlinks in webpages and to rearrange webpages into the website structure hierarchy.
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hal-01459662 , version 1 (07-02-2017)

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Dimitris K. Kardaras, Xenia J. Mamakou, Bill Karakostas. Fuzzy Equivalence Relation Based Clustering and Its Use to Restructuring Websites’ Hyperlinks and Web Pages. 9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.52-60, ⟨10.1007/978-3-642-41142-7_6⟩. ⟨hal-01459662⟩
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