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A rough fuzzy approach to web usage categorization

Asharaf, S and Murty, Narasimha M (2004) A rough fuzzy approach to web usage categorization. In: Fuzzy Sets and Systems, 148 (1). pp. 119-129.


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This paper introduces a novel clustering scheme employing a combination of rough set theory and fuzzy set theory to generate meaningful abstractions from web access logs. Our experimental results show that the proposed scheme is capable of capturing the semantics involved in web access logs at an acceptable computational expense.

Item Type: Journal Article
Publication: Fuzzy Sets and Systems
Publisher: Elsevier
Additional Information: Copyright for this article belongs to Elsevier.
Keywords: Roughness;Fuzziness;Leader;Supporting leader;Upper_Bound;Lower_Bound
Department/Centre: Division of Electrical Sciences > Computer Science & Automation
Date Deposited: 07 Feb 2007
Last Modified: 19 Sep 2010 04:18
URI: http://eprints.iisc.ac.in/id/eprint/2870

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