Journal of the Korea Convergence Society (한국융합학회논문지)

Korea Convergence Society (한국융합학회)
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Design of Semantic Models for Teaching and Learning based on Convergence of Ontology Technology

온톨로지 기술 융합을 통합 교수학습 시맨틱 모델 설계

  • Received : 2015.05.14
  • Accepted : 2015.06.20
  • Published : 2015.06.30
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Abstract

In this paper, we design a semantic-based syllabus template including learning ontologies. A syllabus has been considered as a important blueprint of teaching in universities. However, the current syllabus has no importance in real world because most of all syllabus management systems provide simple functionalities such as, creation, modification, and retrieval. In this paper, our approach consists of definition of hierarchical structure of syllabus and semantic relationships of syllabuses, formalization of learning goals, learning activity, and learning evaluation using Bloom's taxonomy and design of learning subject ontologies for improving the usability of syllabus. We prove the correctness of our proposed methods according to implementing a real syllabus for JAVA programing course and experiments for retrieving syllabuses.

본 논문에서는 시맨틱웹의 온톨로지 기술과의 융합을 통한 시맨틱 강의계획서 템플릿을 정의하고 있다. 교수학습 설계도로서 강의계획서는 매우 중요한 의미를 가지고 있으나 이질적인 비구조화, 단편적인 내용구조, 타 서비스와의 연계 부족, 재사용성 부족 등으로 인해 실제로는 단순한 조회에 그치고 있다. 본 논문에서는 강의계획서 기반의 교수학습 정보시스템 구축을 위해 보다 구조화된 의미기반의 강의계획서 템플릿을 설계한다. 제안하는 기법은 강의계획서 계층구조 정의, Bloom 인지 분류 모형을 적용한 학습활동, 능력 및 학습성과 모델링, 학습주제 온톨로지 설계 등을 포함함으로써 강의계획서 중심의 학습연계 서비스를 가능하게 한다. 실제 자바 프로그래밍 강의에의 적용 및 실험을 통해 제안한 템플릿의 유용성과 신뢰성을 보인다.

Keywords

References

  1. S. Na, "Effective Teaching Guide in College", Seoul National University Publisher, pp.34-57, 2004.
  2. H. Jung and Y. Kim, "A Design and Specification of ADL based Learning Process using Personalized Profile for E-Learning", JKIIT, vol.8, no.3, pp.119-124, 2010.
  3. N. Rubens, D. Kaplan, and T. Okamoto, "E-Learning 3.0: anyone, anywhere, anytime, and AI", In International Workshop on Social and Personal Computing for Web-Supported Learning Communities, 2011.
  4. S. Wheeler, "e-Learning 3.0: Learning through the eXtended Smart Web", In National IT Training Conference, 2011.
  5. ACM/IEEE-CS Joint Task Force on Computing Curricula. 2013. Computer Science Curricula 2013. ACM Press and IEEE Computer Society Press. DOI: http://dx.doi.org/10.1145/2534860
  6. X. Yu, "Using automatic metadata extraction to build a structured syllabus repository", in Proceedings of the ICADL'07, pp.337-346, 2007.
  7. S. Chatvichienchai, "An XML-Based Syllabus Repository System for Inter-university Credit Exchange Systems," icctd, vol. 2, pp.460-464, 2009 International Conference on Computer Technology and Development, 2009
  8. H. Chung and Y. Shin, "Design and Implementation of a Syllabus Management System based on Ontology", JKIIT, vol.6, no.5, pp. 108-114, 2008.
  9. H. Chung and J. Kim, "Design of Intelligent Model of Syllabus for Creating Adaptive Learning Path", JKIIT, vol.10, no.9, pp.131-142, 2012.
  10. Takayuki S. and Kazunori Y., "Knowledge Systematization of Online Syllabus and Curriculum Design", 4th International Conference on Information Technology Based Higer Education and Training, pp.343-347, 2003.
  11. Y. Chi, "Developing curriculum sequencing for managing multiple texts in e-learning system". In Proceedings of International Conference on Engineering Education(ICEE2010), pp.1-8, 2010.
  12. W. Combs, R. Hawkins, T. Pore, A. Schechet, T. Wahls and L. Ziantz, "The course scheduling problem as a source of student projects", ACM SIGCSE Bulletin, Vol. 37, No. 1, pp. 81-85, Aug. 2005.
  13. B. A. Bargel, J. Schrock, D. Szentes, and W. Roller, "Using Learning Maps for Visualization of Adaptive Learning Path Components", International Journal of Computer Information Systems and Industrial Management Applications, Vol. 4, No. 1, pp.228-235, Feb. 2012.
  14. Online syllabus template tool, http://it.usu.edu/fact/files/uploads/OSTT2.pdf.
  15. F. Yang, F. Li and R. Lau, "An open model for learning path construction", Proceedings of International Conference on Web-based Learning, pp.318-328, 2010.