A Multi Dimensional Ontology Model for Personalized Web Information Gathering
A.Koteswara Rao1 and D.Madhavi 2
1 Dept. of Computer Science and Engineering, JNTU, Kakinada, Email: firstname.lastname@example.org
2 Gokul Institute of Technology and Sciences, Piridi, Andhra Pradesh, India. Email: DMadhavi3@gmail.com
As a model for knowledge description and formalization, ontologies are widely used to represent user profiles in personalized web information gathering. However, when representing user profiles, many models have utilized only knowledge from either a global knowledge base or user local information. In this paper, a personalized ontology model is proposed for knowledge representation and reasoning over user profiles. This model learns ontological user profiles from both a world knowledge base and user local instance repositories. The ontology model is evaluated by comparing it against benchmark models in web information gathering. The results show that this ontology model is successful.
Keywords: Multidimensional, Ontology, personalization, world knowledge, local instance repository, user profiles, web Information gathering.
International eJournal of Mathematics and Engineering
Volume 3, Issue 5, Pages: 1887 - 1893