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General Information
    • ISSN: 2382-6185
    • Frequency: Quarterly (2015-2016); semiyearly (Since 2017)
    • DOI: 10.18178/IJKE
    • Editor-in-Chief: Prof. Chen-Huei Chou
    • Executive Editor: Ms. Nina Lee
    • Indexed by: Google Scholar, DOAJ, Engineering & Technology Digital Library, Crossref, ProQuest
    • E-mail: ijke@ejournal.net
Editor-in-chief
Prof. Chen-Huei Chou
College of Charleston, SC, USA
It is my honor to be the editor-in-chief of IJKE. I will do my best to help develop this journal better.
IJKE 2015 Vol.1(1): 37-42 ISSN: 2382-6185
DOI: 10.7763/IJKE.2015.V1.6

Ontology Driven Continuous Learning Approach

Dakshi T. K. Geeganage and Asoka. S. Karunananda
Abstract—Learning is the act of acquiring new knowledge or updating the existing knowledge about different types of information. Human being starts the learning process with a minimal knowledge and then expands the knowledge by adding new information to the existing knowledge. Thus it is possible to model the learning process as ontology modelling process and the research has been conducted to develop an automated ontological solution for continuous learning. The solution demonstrates a system which can learn and expand the knowledge somewhat similar to a human being. The system consists of three major functions named as knowledge extraction, knowledge comparison and knowledge integration. This approach consists of two main research components. The ontology construction mechanism of the system was designed with over 60% of expected accuracy and knowledge integration can be evaluated over 75% accuracy. This system can be used as the main learning process of any application.

Index Terms—Knowledge, learning, ontology.

Dakshi T. K. Geeganage was with the Universtiy of Moratuwa, Sri Lanka. She is now with Sri Lanka Institute of Information Technology, Sri Lanka (e-mail: dakshi.g@sliit.lk).
Asoka S. Karunananda was with the University of Moratuwa, Sri Lanka. He is now with Sir John Kotelawala Defence University, Sri Lanka (e-mail: asokakaru@yahoo.com).

[PDF]

Cite: Dakshi T. K. Geeganage and Asoka. S. Karunananda, "Ontology Driven Continuous Learning Approach," International Journal of Knowledge Engineering vol. 1, no. 1, pp. 37-42, 2015.

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E-mail: ijke@ejournal.net