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What is Enhancing Web Usage Mining with Semantics about?

This document presents a semantic approach to improve pattern quality in web usage mining. It proposes preprocessing web server logs and mapping the extracted navigation histories to an ontology of the website. Frequent patterns are then generated from the preprocessed data using sequential association rule mining. The patterns are evaluated using standard metrics to determine if combining semantic information with pattern generation provides more accurate results. An experiment applies the approach to web

Author

Vaibhav Sawant

Language

EN