Designing an Intelligent Web Browser Using Web Usage Mining Techniques

In the context of data mining the feature size is very large and it is believed that it needs a bigger population. Hence, this translates directly into higher computational load. With the huge amount of information available online, the web mining is a fertile area of research which applies the data...

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Veröffentlicht in:International journal of advanced research in computer science 2011-03, Vol.2 (2)
Hauptverfasser: Pani, Subhendu, Pandia, Manoj, Biswal, Satya, Swain, Santosh Ku, Ratha, Bikram Ke
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Sprache:eng
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Zusammenfassung:In the context of data mining the feature size is very large and it is believed that it needs a bigger population. Hence, this translates directly into higher computational load. With the huge amount of information available online, the web mining is a fertile area of research which applies the data mining techniques. It relates to several research communities such as Database, Information Retrieval and Visualization. We have categorized web data mining into threes areas; web content mining, web structure mining and web usage mining. In this research area that is receiving increasing attention from the data mining community.In this paper, We discuss some web mining techniques that could be used to design an efficient web browser .
ISSN:0976-5697