|
ABSTRACT
Developing high quality learning content material is expensive and time-consuming. Nowadays, in order to reduce costs and development time, there is an emphasis on reuse. The approach of object orientation has been used for promoting reuse. When this approach is applied to the development of learning content, it results in learning objects. However, there isn't a well-accepted and used methodology for the development of such objects and usually the reuse is based on the multimedia files that are referenced through metadata. In this paper we describe three levels of information that should be considered when dealing with e-learning content. An analogy to Data Warehouse architectures is proposed. Our approach allows keeping the already existing LO repositories and their autonomy, while the semantics of the content is structured to be reused in a personalized way. In addition, the mature of Data Warehousing technologies enhances the implementation of the 3-level information architecture for e-learning, which leads to a richer scenario for content reuse. Finally, the Data Warehouse idea of navigating (i.e., exploring content) can also stimulate students to go further on the quest for knowledge. We present how existing standard proposals can be used through the three levels and describe a case study.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
Polsani, P. R., "Use and Abuse of Reusable Learning Objects", Journal of Digital Information, Vol. 3, N. 4, Article No. 164, 2003.
|
| |
2
|
Wiley, D. A., "Learning Object Design and Sequencing Theory", PhD Thesis, Department of Intructional Psychology and Technology, Brigham Young University, Provo, 2000.
|
| |
3
|
Barritt, C., Lewis, D., "Reusable Learning Object Strategy: Definition, Creation Process, and Guidelines for Building", Version 3.1, Cisco Systems, Inc., April 22, 2000.
|
| |
4
|
Merrill, M. D., Twitchell, D. G. (Ed.), "Instructional Design Theory". Educational Technology Publications, Englewood Cliffs, NJ, 1994.
|
| |
5
|
Hamel, C. J., Ryan-Jones, D., "Designing Instruction with Learning Objects", International Journal of Educational Technology, Vol. 3, N. 1, 2002.
|
| |
6
|
Baruque, L. B., Porto, F., Melo, R. N., "Towards an Instructional Design Methdology Based on Learning Objects", Proceedings of 6th IASTED CATE, Rhodes, Greece, June 2003, pp. 259--264.
|
| |
7
|
Siqueira, S. W. M., Braz, M. H. L. B., Melo, R. N., "From Scenarios to a Generic Architecture for Education and Training Systems", Proceedings of 6th IASTED CATE, Rhodes, Greece, June 2003.
|
| |
8
|
|
| |
9
|
Siqueira, S. W. M., Braz, M. H. L. B., Melo, R. N., "E-Learning Environment Based on Framework Composition", Proceedings of 3rd ICALT, Athens, Greece, 2003.
|
| |
10
|
Siqueira, S. W. M., Braz, M. H. L. B., Melo, R. N., "Composing Frameworks to Achieve an E-Learning Framework", Proceedings of 7th IASTED CATE, Kauai, USA, Ago. 2004, pp. 118--123.
|
| |
11
|
Siqueira, S. W. M., Braz, M. H. L. B., Melo, R. N., "E-Learning Groupware Metadata", Proceedings of 3rd ICTTLHE, Heidelberg, Germany, Sep. 2003.
|
| |
12
|
Siqueira, S. W. M., Braz, M. H. L. B., Melo, R. N., "E-Learning Content Warehouse Architecture", Proceedings of IADIS WWW/Internet 2002, IADIS Press, Lisbon, Portugal, 2002, pp. 739--742.
|
| |
13
|
Moura, S. L., Santos, R. J. N., Silva, D. S., Siqueira, S. W. M., Braz, M. H. L. B., Melo, R. N., "Metadata Replication in E-Learning Using Web-Services and Ontologies", Proceedings of 6th iiWAS, Jakarta, Indonesia, 2004, pp.103--112.
|
| |
14
|
Siqueira, S. W. M., Braz, M. H. L. B., Melo, R. N., "Increasing the Semantics of Learning Objects", International Journal of Computer Processing of Oriental Languages, Vol. 17, N. 1, 2004, pp. 27--39.
|
| |
15
|
|
| |
16
|
Naeve, A., "The Garden of Knowledge as a Knowledge Manifold: A Conceptual Framework for Computer Supported Subjective Education", Technical Report, CID, Dept. Computing Science, Royal Institute of Technology, Stockholm, Sweden, 1997.
|
| |
17
|
Wiig, E. H., Wiig, K. M., "On Conceptual Learning", Knowledge Research Institute, Inc., 1999.
|
| |
18
|
Garrido, P., Tramullas, J., "Topic Maps: An Alternative or a Complement to Conceptual Maps?", Proceedings of 1st International Conference on Concept Mapping, Cañas, A. J.; Novak, J. D., González, F. M. (Ed.), Pamplona, Spain, Set. 2004.
|
| |
19
|
Aroyo, L., Dicheva, D., "Authoring Framework for Concept-based Web Information Systems", Proceedings of ICCE Workshop on Concepts and Ontologies in Web-based Educational Systems, Auckland, New Zeland, 2002, pp. 43--50.
|
| |
20
|
Mayorga, J. I., Verdejo, M. F., Rodriguez, M., Calero, M. Y., "Domain Modelling to Support Educational Web-based Authoring", Proceedings of Telecommunications for Education and Training Congress (TET'99), Oslo, Norway, Jun. 1999.
|
| |
21
|
Rodriguez-Artacho, M., Maillo, M. F. V., "Modeling Educational Content: The Cognitive Approach of the PALO Language", Educational Technology & Society, v. 7, n. 3, 2004, pp. 124--137.
|
| |
22
|
Wilson, R., "The Role of Ontologies in Teaching and Learning", TechWatch report, JISC, Ago. 2004.
|
 |
23
|
|
| |
24
|
Brase, J., Nejdl, W., "Ontologies and Metadata for eLearning", Handbook on Ontologies, Springer-Verlag, 2003, pp. 555--574.
|
| |
25
|
Brase, J., Painter, M., Nejdl, W., "Completing LOM - How Additional Axioms Increase the Utility of Learning Object Metadata", Proceedings of 3rd ICALT, Athens, Greece, Jul. 2003.
|
| |
26
|
Munoz, L. S., Oliveira, J. P. M., "Adaptive Web-Based Courseware Development using Metadata Standards and Ontologies", Proceedings of CAISE 2004, Lecture Notes in Computer Science, v. 3084, Riga, Latvia, 2004, pp. 414--428.
|
| |
27
|
Henze, N., Dolog, P., Nejdl, W., "Reasoning and Ontologies for Personalized E-Learning in the Semantic Web", Educational Technology & Society, v. 7, n. 4, 2004, pp. 82--97.
|
| |
28
|
Koper, R., "Modeling units of study from a pedagogical perspective: the pedagogical meta-model behind EML", Open University of the Netherlands: Educational Technology Expertise Centre, 2001.
|
| |
29
|
IMS Global Learning Consortium, Inc., IMS Learning Design Information Model, Version 1.0, Final Specification, 20 January 2003.
|
| |
30
|
Yang, T. D., Lin, T., Wu, K., "An Agent-Based Recommender System for Lesson Plan Sequencing", Proceedings of 2nd ICALT, Kazan, Russia, Sep. 2002.
|
| |
31
|
Chen, J., Sawyer, S., McKinney, J., Zhang, L., "Defining a Simple Sequence for RLOs", Learning Technology newsletter, v.6, n.2, 2004, pp.16--18.
|
 |
32
|
|
| |
33
|
Bouzeghoub, A., Carpentier, C., Defude, B., Duitama, F., "A Model of Reusable Educational Components for the Generation of Adaptative Courses", Workshops Proceedings of Semantic Web for Web-based Learning (SW-WL'03), CAiSE '03, Klagenfurt/Velden, Austria, Jun. 2003.
|
| |
34
|
Su, S. Y. W., Lee, G., Lampotang, S., "Learning Object and Dynamic E-Learning Service Technologies for Simulation-Based Medical Instruction", Proceedings of the International Workshop on Web-based Learning, 6th WISE, New York, USA, Nov. 2005.
|
| |
35
|
IMS Global Learning Consortium, Inc., "IMS Learner Information Packaging - Information Model Specification - Public Draft Specification", Version 0.4, Nov. 2000.
|
| |
36
|
IEEE Learning Technology Standards Committee -- LTSC, "Draft Standard for Learning Technology -- Public and Private Information (PAPI) for Learners (PAPI Learner)", Nov. 2001.
|
| |
37
|
IMS Global Learning Consortium, Inc., "IMS Content Packaging v1.1.4 Final Specification", retrieved January 6, 2007 from http://www.imsglobal.org/content/packaging.
|
| |
38
|
W3C (World Wide Web Consortium), "Synchronized Multimedia Integration Language (SMIL 2.0)", Ago. 2001.
|
| |
39
|
Rodrigues, R. F., "Formatting and Controlling of Hypermedia Presentations with Temporal Adaptation Mechanisms". Ph.D. Thesis, Computer Science Department, PUC-Rio. (in Portuguese). Rio de Janeiro, 2003.
|
| |
40
|
Noy, N. F., Mcguinness, D. L., "Ontology Development 101: A Guide to Creating Your First Ontology", 2001.
|
|