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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): 30-36 ISSN: 2382-6185
DOI: 10.7763/IJKE.2015.V1.5

Ontology Guided Semantic Self Learning Framework

Darshika N. Koggalahewa and Asoka S. Karunananda
Abstract—Ontology Guided Semantic Self Learning Framework is a software which is capable of learning from natural language sources. Knowledge extraction process is performed by modeling ontology from the natural language text. The system uses its acquired knowledge to perform teaching and explaining activities to its end users. Self-learning and question based learning modules are two main modules of the system. Semantic learning module captures the knowledge from the text and represents them in an ontology based environment. Question based learning system performs teaching activities to end users. The Natural language learning process achieved seventy percent accuracy while ontology construction process achieved over sixty five percent of accuracy. The research solved the problem of lack of understanding and capturing the knowledge from Natural Language sources and represents the captured knowledge in an automated and efficient manner. It introduced a novel approach of knowledge capturing from unstructured natural language text.

Index Terms—Knowledge, learning, natural language, ontology.

Darshika N. Koggalahewa was with the Universtiy of Moratuwa, Sri Lanka. He is now with Sri Lanka Institute of Information Technology, Sri Lanka (e-mail: darshika.k@sliit.lk).
Asoka S. Karunananda was with the University of Moratuwa. He is now with Sir John Kotelawala Defence University, Sri Lanka (e-mail: asokakaru@yahoo.com).

[PDF]

Cite: Darshika N. Koggalahewa and Asoka S. Karunananda, "Ontology Guided Semantic Self Learning Framework," International Journal of Knowledge Engineering vol. 1, no. 1, pp. 30-36, 2015.

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E-mail: ijke@ejournal.net