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Semi automatic ontological knowledge base construction from learning materials in eLearning Management System

Mukhlason, A. and Mahmood, Dr Ahmad Kamil and Arshad, N.I. (2008) Semi automatic ontological knowledge base construction from learning materials in eLearning Management System. In: International Symposium on Information Technology 2008, ITSim, 26 August 2008 through 29 August 2008, Kuala Lumpur.

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Abstract

Manual ontology construction has proven to be very difficult task and is becoming a problem in the process of acquiring knowledge for ontology engineer. This article presents a semi-automatic ontological knowledge base construction framework and several aspects of evaluating the semi-automatic ontology generation tool in eLearning Management System setting. The framework combined an ontology learning tool called Text2Onto to construct ontology from scratch and an ontology mapping tool called PROMPT to map the ontology the existing ontology. Experiment on generating ontology from text corpus shows a significant result for knowledge concept extraction. © 2008 IEEE.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:Information technology; Knowledge based systems; Management; Concept extractions; Elearning management systems; Learning materials; Ontological knowledges; Ontology constructions; Ontology learnings; Ontology mappings; Semi automatics; Text corpora; Ontology
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments / MOR / COE:Departments > Computer Information Sciences
ID Code:145
Deposited By: Dr Ahmad Kamil Mahmood
Deposited On:24 Feb 2010 14:14
Last Modified:19 Jan 2017 08:26

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