An Optimized Solution to Map Web User Profile Based on Domain Ontology

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Provided by: International Journal of Computer Science and Mobile Computing (IJCSMC)
Topic: Big Data
Format: PDF
Ontology defines concepts, attributes and relations used to describe and represent an area of knowledge. The aim of this paper is to create a personalized ontology for web information gathering using language processing techniques. When representing user profiles, many models have utilized only knowledge from either a global knowledge base or user's local information. To generate user's local instance repositories to match the representation of a global knowledge base and to develop a combined ontology using strategies like ontology mapping technique, text categorization, jakard and cosine similarity methods are used to evaluate the efficiency.
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