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Article:A Novel Approach to Develop a Self-Organized Domain Specific Search Mechanism for Knowledge Acquisition using Ontology
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 12 - Number 4 |
| Year of Publication: 2010 |
| Authors: B.Saleena, Dr.S.K.Srivatsa |
10.5120/1670-2251
|
B.Saleena, Dr.S.K.Srivatsa . Article:A Novel Approach to Develop a Self-Organized Domain Specific Search Mechanism for Knowledge Acquisition using Ontology. International Journal of Computer Applications. 12, 4 ( December 2010), 1-4. DOI=10.5120/1670-2251
Abstract
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.
References
- Ruoman Zhao chuan Zhang, 2009.An Ontology–Based Knowledge Management Approach for E-Learning”, IEEE International Conference on Management and Service science, pp.1-4, Sep 2009
- Wei Yang Xinmeng Chen, 2007 Applying Semantic web technologies to E-learning, International Conference on Wireless communications, Networking and Mobile Computing, 5415-5418
- R. Farrell, S.D. Liburd, and Thomas J.C.2004, Dynamic Assembly of Learning Objects, Proc. 13th Int’l World Wide Web Conf. (WWW ’04), 162-169
- D.Gasevic and Hatala.M. 2006, Ontology Mappings to Improve Learning Resource Search,” British J. Educational Technology, vol. 37, no. 3, 375-389.
- J. Tane, C. Schmitz, and Stumme G.2004 Semantic Resource Management for the Web: An e-Learning Application, Proc. 13th Int’l World Wide Web Conf. (WWW ’04), 1-10
- Yanyan Li, Mingkai Dong, 2008,Towards a Knowledge Portal for E-Learning based on semantic Web, Eighth IEEE International Conference on Advanced Learning Technologies, 910-912
- Ling Jiang, Chengling Zhao,Haimei Wei ,2008, The development of Ontology Based course for computer Networks, IEEE International Conference on Computer science and Software Engineering ,.487-490
- Ig Ibert Bittencourt, Evandro Costa , Marlos Silva , Elvys Soares, 2009, A computational model for developing semantic web-based educational systems, Knowledge-Based Systems Vol 22 ,302-315
- Amal zouaq,Roger Nkambou,2008, Building Domain Ontologies from text for Educational Purposes,IEEE transactions on Learning Technologies ,Vol 1 ,No:1 , 49-62
- Yufei Li, Yuan Wang and Xiaotao huang , 2007, A Relation based Search Engine in Semantic web, IEEE Transactions on knowledge and Data Engineering vol 19 , No:2 , 273-282
- Jelena Jovanovic, Dragan Gasevic, Marek hatala, Christopher Brooks,2007,Using Semantic technologies to analyse learning content, IEEE computer Society, 45-53.
- Saleena.B., Srivatsa S.K. and Chenthil Kumar M. 2010, A Semantic approach to design an intelligent and self organized search engine for extracting information relating to educational resources, International Conference on Computer science and Information technology, Jan 2011( Proceedings to published by Springer LNCS –CCIS Series) ,In Press
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