DocumentCode :
3021028
Title :
A novel approach for personalizing the web using user profiling ontologies
Author :
Vigneshwari, S. ; Aramudhan, M.
Author_Institution :
Dept. of Comput. Sci. & Eng., Sathyabama Univ., Chennai, India
fYear :
2012
fDate :
13-15 Dec. 2012
Firstpage :
1
Lastpage :
4
Abstract :
Web personalization has become the recent trend in the internet era. There are various means for web personalization. On such approach is by creating ontologies and personalizing the web. Ontologies play an important role in the creation of the semantic web. In this paper a novel approach has been proposed for creation of user profiling ontologies(UPO) which is useful for personalizing the web. In this approach a cross ontology mechanism has been applied. The user queries are continuously monitored. Then the stemming process takes place and important keywords are extracted and the frequently visited web pages are ranked. Based on this UPO is automatically generated. Here ontology mapping mechanism is followed for mapping the UPO with that of the global ontology and thus the web pages are personalized which are compatible to user queries. Data samples are collected and the results show a good improvement using this approach.
Keywords :
Internet; Web sites; ontologies (artificial intelligence); Internet; UPO; Web pages; novel approach; ontology mapping mechanism; ontology mechanism; semantic web; user profiling ontologies; Data mining; Data models; Indexes; Knowledge based systems; Mutual information; Ontologies; Web pages; UPO; cluster; concepts; hypernyms; hyponyms; stop words;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computing (ICoAC), 2012 Fourth International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4673-5583-4
Type :
conf
DOI :
10.1109/ICoAC.2012.6416815
Filename :
6416815
Link To Document :
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