Survey on ontology Based Semantic Web Usage Mining for Enhanced Recommendation Model
M. Phil · 2014
Ms.R.RoobaM.Sc(CT).,M.Phil., Dr.V.VallimayilPh.D Abstract: Web Usage Mining is the process of extracting useful knowledge such as browsing pattern from weblog. The predicted behavioural pattern from the weblog is used to construct personalized recommendation system for website engineers. Integration of semantic information into web usage miningphases will support intelligent process in the web so as to prune the search space.Ontology plays a pivotal role in integrating semantic information into web usage mining. The deployment of ontology captures the domain of interest which deals machine understandable data on the current human-readable web. This paper discusses various methodologies to create domain ontologies and semantic enhanced web usage mining techniques which add semantic information into weblog data. The paper also discusses the framework of Enhanced Recommendation Model for Semantic Web Usage Mining which includes semantic metadata of web pages.