A Novel Approach to Develop a Self-Organized Domain Specific Search Mechanism for Knowledge Acquisition using Ontology

• Published in: International journal of computer applications 2010-01, Vol.12 (4), p.1-4
• Main Authors: Saleena, B, Srivatsa, S K
• Format: Article
• Language: English
• Subjects: Design engineering; Knowledge acquisition; Learning; OWL (telescope); Searching; Semantics; Strategy; World Wide Web
• ISSN: 0975-8887; 0975-8887
• DOI: 10.5120/1670-2251

There is an impending need for an intelligent system to organize the large amount of information currently present in the World Wide Web (WWW). It has become humanely impossible to retrieve, sort and organize the surplus information in the WWW. Semantic web is an evolving extension of the World Wide Web in which web content is organized meaningfully in a structured format using web ontology language (OWL), thus permitting them to find, share and integrate information more easily. This paper presents a methodology to design a self organized system to retrieve information about a particular topic with the pre requisites needed to assimilate the topic that the user is interested in learning and the further readings related to the topic are also listed in the search. For this, a knowledge library for DBMS domain is created using ontology and knowledge management technologies and then a strategy is devised to group the relevant prerequisites and present it to the user in a single search. The effectiveness of our approach is demonstrated by implementing a prototype and presenting the search results of a particular keyword, its interrelated contents together with the prerequisites and further readings needed to assimilate the particular topic.