HOME: Hybrid Ontology Mapping Evaluation Tool for Computer Science Curricula

Authors

  • Chayan Nuntawong Department of Computer Science and Information Technology, Faculty of Science, Naresuan University, Thailand.
  • Chakkrit Snae Namahoot Department of Computer Science and Information Technology, Faculty of Science, Naresuan University, Thailand.
  • Michael Brückner Department of Educational Technology and Communication, Faculty of Education, Naresuan University, Thailand.

Keywords:

Ontology, Ontology Mapping, Semantic Similarity, Qualification Framework, Web Application, String Algorithm,

Abstract

This paper presents a hybrid ontology mapping tool for evaluating the standard of computer science subjects against the Thailand Qualification Framework for Higher Education (HQF: HEd). This can improve the standard of curriculum of universities in Thailand with higher accuracy and enable the decrease of processing time. Three ontologies have been designed: course, TQF: HEd and the standard curriculum of computer science. They were used for comparing course contents by applying a combination of ontology mapping techniques (semantic-based using extended Wu & Palmer’s algorithm and structure-based using SKOS features). Test with the sample data show that the tool based on a hybrid ontology mapping worked sufficiently well and can inform the efforts for curriculum improvement.

References

Ministry of Education. [Online]. From: http://www.mua.go.th/users/tqfhed/news/FilesNews/FilesNews2/news2.pdf. [Accessed on 10 August 2015].

Royal Thai Government Gazette. [Online]. From: http://www.mua.go.th/users/tqfhed/news/FilesNews/FilesNews6/computer_R.pdf. [Accessed 20 August 2015].

AEC Blueprint. [Online]. From: http://www.thai-aec.com/aecblueprint. [Accessed 20 August 2015].

Office of Higher Education Commission, Bureau of International Cooperation Strategy. [Online]. From:

http://inter.mua.go.th/main2/files/file/KM%2029_6_55.ppt. [Accessed 15 August 2015].

Liu, X., Cao, L., and Dai, W. 2011. Overview of Ontology Mapping and Approach. 4th IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT). 28-30 October 2011. 592-595.

Wongkalasin, T. and Archint, N. 2009. Ontology Mapping on ELearning Domain with WordNet based on Semantic Similarity Measure. The 5th National Conference on Computing and Information Technology (NCCIT 2009). Thailand. 218-224.

Nuntawong, C. and Namahoot, C. S. 2013. An Analysis of Curricula in Computer Science Using Structure-based Ontology Mapping. The 9th National Conference on Computing and Information Technology (NCCIT 2013). Thailand. 855-860.

Nuntawong, C., Namahoot, C. S. and Brückner, M. 2015. A Semantic Similarity Assessment Tool forComputer Science Subjects Using Extended Wu & Palmer's Algorithm and Ontology. Lecture Notes in Electrical Engineering (LNEE) 339: Information Science and Applications, Springer verlag, Germany. 989-996.

W3C. Introduction to SKOS. [Online]. From: http://www.w3.org/2004/02/skos/intro. [Accessed 2 August 2015].

Agricultural Information Management Standards. AGROVOC. [Online]. From: http://aims.fao.org/standards/agrovoc/about. [Accessed 2 August 2015].

ACM. The 2012 ACM Computing Classification System. [Online]. From:http://www.acm.org/about/class/class/2012. [Accessed 28 May 2015].

Shi, G. 2009. An Application Model of SKOS-based Ontology of Water Resources. 4thInternational Conference on Cooperation and Promotion of Information Resources in Science and Technology. 42-44.

Zoghlami, K., Kerherve, B. and Gerbe, O. 2011. Using a SKOS Engine to Create, Share and Transfer Terminology Data Sets. 2011 Seventh International Conference on Signal Image Technology & InternetBased Systems. 46-53.

Salama, A. Y. 2013. Semantic Web Services for Nubian Language. International Conference on Computing, Electrical and Electronic Engineering (ICCEEE). 429-433.

ACM and IEEE. Computer Sciene Curricular 2013. [Online]. From: http://www.acm.org/education/curricula-recommendations. [Accessed 20 April 2015].

Stanford University. Protégé [Online]. From: http://protege.standford.edu. [Accessed 22 August 2015].

Princeton University. About WordNet. [Online]. From: http://wordnet.princeton.edu. [Accessed 21 August 2015].

Downloads

Published

2017-06-01

How to Cite

Nuntawong, C., Snae Namahoot, C., & Brückner, M. (2017). HOME: Hybrid Ontology Mapping Evaluation Tool for Computer Science Curricula. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9(2-3), 61–65. Retrieved from https://jtec.utem.edu.my/jtec/article/view/2274