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	<pub:TechReport rdf:about="http://ebiquity.umbc.edu/paper/html/id/95/On-Creating-Adaptive-Web-Servers-Using-Weblog-Mining">
		<rdfs:label><![CDATA[On Creating Adaptive Web Servers Using Weblog Mining]]></rdfs:label>
		<pub:title><![CDATA[On Creating Adaptive Web Servers Using Weblog Mining]]></pub:title>
		<pub:publishedOn rdf:datatype="&xsd;dateTime">2000-11-20T00:00:00-05:00</pub:publishedOn>
		<pub:abstract><![CDATA[Personalization of content returned from a web site is an important problem in general, and
affects e-commerce and e-services in particular. Targeting appropriate information or products
to the end user can significantly change (for the better) the users experience on a web site. One
possible approach to web personalization is to mine typical user profiles from the vast amount
of historical data stored in access logs. In the absence of any a priori knowledge, unsupervised
classification or clustering methods are ideally suited to analyze the semi-structured log data of
user accesses by examining user sessions. User access profiles are generated by clustering user
sessions on the basis of pair-wise dissimilarities using a robust fuzzy clustering algorithm.We
present a system that mines the logs to get profiles and uses them to automatically generate a
web page containing URLs the user might be interested in. We also evaluate the efficacy of
sessionizing the information with and without the use of cookies.]]></pub:abstract>
		<pub:counter>4312</pub:counter>
		<pub:publisher><![CDATA[University of Maryland, Baltimore County]]></pub:publisher>
		<pub:author>
			<rdf:List>
				<rdf:first>
					<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Anupam/Joshi"><person:name><![CDATA[Anupam Joshi]]></person:name><rdfs:label><![CDATA[Anupam Joshi]]></rdfs:label></person:Person>
				</rdf:first>
				<rdf:rest>					<rdf:List>
						<rdf:first>
							<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Tapan/Kamdar"><person:name><![CDATA[Tapan Kamdar]]></person:name><rdfs:label><![CDATA[Tapan Kamdar]]></rdfs:label></person:Person>
						</rdf:first>
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<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Anupam/Joshi"><person:name><![CDATA[Anupam Joshi]]></person:name><rdfs:label><![CDATA[Anupam Joshi]]></rdfs:label></person:Person>
		</pub:firstAuthor>
		<pub:relatedProject><project:PastProject rdf:about="http://ebiquity.umbc.edu/project/html/id/17/Web-Data-Mining-and-Personalization"><project:title><![CDATA[Web/Data Mining and Personalization]]></project:title><rdfs:label><![CDATA[Web/Data Mining and Personalization]]></rdfs:label></project:PastProject></pub:relatedProject>
		<pub:softCopy><pub:SoftCopy>
			<pub:softCopyFormat><![CDATA[PDF Document]]></pub:softCopyFormat>
			<pub:softCopyURI><![CDATA[http://ebiquity.umbc.edu/get/a/publication/42.pdf]]></pub:softCopyURI>
			<pub:softCopySize>187599</pub:softCopySize>
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	</pub:TechReport>

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