Title :
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
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;
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
DOI :
10.1109/ITSIM.2008.4631664
