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

Author

Mukhlason, Ahmad ; Mahmood, Ahmad Kamil ; Arshad, Noreen Izza

Author_Institution

Computer And Information Sciences, Department Universiti Teknologi, PETRONAS, Malaysia

Volume

2

fYear

2008

fDate

26-28 Aug. 2008

Firstpage

1

Lastpage

8

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.

Keywords

Building materials; Electronic learning; Engineering management; Formal specifications; Humans; Knowledge engineering; Knowledge management; Machine learning; Ontologies; Semantic Web;

fLanguage

English

Publisher

ieee

Conference_Titel

Information Technology, 2008. ITSim 2008. International Symposium on

Conference_Location

Kuala Lumpur, Malaysia

Print_ISBN

978-1-4244-2327-9

Electronic_ISBN

978-1-4244-2328-6

Type

conf

DOI

10.1109/ITSIM.2008.4631664

Filename

4631664