A Pattern Restore Method for Restoring Missing Patterns in Server Side Clickstream Data
Identifieur interne : 001B29 ( Main/Exploration ); précédent : 001B28; suivant : 001B30A Pattern Restore Method for Restoring Missing Patterns in Server Side Clickstream Data
Auteurs : I-Hsien Ting [Royaume-Uni] ; Chris Kimble [Royaume-Uni] ; Daniel Kudenko [Royaume-Uni]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2005.
Abstract
Abstract: When analyzing patterns in server side data, it becomes quickly apparent that some of the data originating from the client is lost, mainly due to the caching of web pages. Missing data is a very important issue when using server side data to analyze a user’s browsing behavior, since the quality of the browsing patterns that can be identified depends on the quality of the data. In this paper, we present a series of experiments to demonstrate the extent of the data loss in different browsing environments and illustrate the difference this makes in the resulting browsing patterns when visualized as footstep graphs. We propose an algorithm, called the P attern R estore M ethod (PRM), for restoring some of the data that has been lost and evaluate the efficiency and accuracy of this algorithm.
Url:
DOI: 10.1007/978-3-540-31849-1_49
Affiliations:
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Missing data is a very important issue when using server side data to analyze a user’s browsing behavior, since the quality of the browsing patterns that can be identified depends on the quality of the data. In this paper, we present a series of experiments to demonstrate the extent of the data loss in different browsing environments and illustrate the difference this makes in the resulting browsing patterns when visualized as footstep graphs. We propose an algorithm, called the P attern R estore M ethod (PRM), for restoring some of the data that has been lost and evaluate the efficiency and accuracy of this algorithm.</div></front></TEI><affiliations><list><country><li>Royaume-Uni</li></country></list><tree><country name="Royaume-Uni"><noRegion><name sortKey="Ting, I Hsien" sort="Ting, I Hsien" uniqKey="Ting I" first="I-Hsien" last="Ting">I-Hsien Ting</name></noRegion><name sortKey="Kimble, Chris" sort="Kimble, Chris" uniqKey="Kimble C" first="Chris" last="Kimble">Chris Kimble</name><name sortKey="Kimble, Chris" sort="Kimble, Chris" uniqKey="Kimble C" first="Chris" last="Kimble">Chris Kimble</name><name sortKey="Kudenko, Daniel" sort="Kudenko, Daniel" uniqKey="Kudenko D" first="Daniel" last="Kudenko">Daniel Kudenko</name><name sortKey="Kudenko, Daniel" sort="Kudenko, Daniel" uniqKey="Kudenko D" first="Daniel" last="Kudenko">Daniel Kudenko</name><name sortKey="Ting, I Hsien" sort="Ting, I Hsien" uniqKey="Ting I" first="I-Hsien" last="Ting">I-Hsien Ting</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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