DocumentCode
2067759
Title
An adaptive learning system using plug and play ontologies
Author
Heiyanthuduwage, Sudath R. ; Schwitter, Rolf ; Orgun, Mehmet A.
Author_Institution
Sch. of Comput. & Math., Charles Sturt Univ., Sydney, NSW, Australia
fYear
2013
fDate
26-29 Aug. 2013
Firstpage
429
Lastpage
434
Abstract
The terminology used by a particular educational institution is usually specific to that institution. Therefore, it is not possible to directly deploy a learning system that has been developed for one institution at another institution. Semantic interoperability among learning systems has been proposed as a solution to overcome terminological and structural differences. However, semantic interoperability is difficult to achieve in an educational environment since it requires a common ontology that is based on a shared understanding of the learning domain. To circumvent this problem, we introduce an adaptive learning system that relies on a domain-specific ontology that can be plugged into the learning system. In order to demonstrate the plug and play architecture of our system and its reasoning services, we compare two instances of the learning system we have created: one for Macquarie University and one for Charles Sturt University. We show how user queries can be answered over the domain-specific ontology at each institution using a description logic reasoner.
Keywords
computer aided instruction; educational institutions; ontologies (artificial intelligence); adaptive learning system; description logic reasoner; domain-specific ontology; educational environment; educational institution; plug-and-play architecture; plug-and-play ontology; semantic interoperability; Databases; Educational institutions; Interoperability; Learning systems; Ontologies; Semantics; Terminology; adaptive learning systems; knowledge representation; ontology;
fLanguage
English
Publisher
ieee
Conference_Titel
Teaching, Assessment and Learning for Engineering (TALE), 2013 IEEE International Conference on
Conference_Location
Bali
Type
conf
DOI
10.1109/TALE.2013.6654476
Filename
6654476
Link To Document