Abstract
The development of Intelligent Tutoring Systems (ITS) and eLearning systems has been progressing largely independently over the past several years. Both types of systems have strengths and weaknesses – ITSs are typically domain specific and rely on concise knowledge modeling and learner modeling, while eLearning systems are deployable in a wide range of circumstances and focus on connecting learners both to content and to one another. This paper provides possibilities for convergence of these two areas, and describes two of our experiences in providing an ITS-style approach to eLearning systems.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Brusilovsky, P.: Adaptive hypermedia. User Modeling and User Adapted Interaction 11(1/2), 87–110 (2001)
Melis, E., Andrès, J.B.E., Frischauf, A., Goguadze, G., Libbrecht, P., Pollet, M., Ullrich, C.: Knowledge Representation and Management in ActiveMath. Annals of Mathematics and Artificial Intelligence 38(1-3), 47–64 (2003)
Mohan, P., Greer, J.: E-learning specifications in the context of instructional planning. In: Hoppe, U., Verdejo, F., Kay, J. (eds.) AI in Education, AIED-2003, pp. 307–314. IOS Press, Amsterdam (2003)
Melis, E., Andrès, E., Büdenbender, J., Frischauf, A., Goguadze, G., Libbrecht, P., Pollet, M., Ullrich, C.: ActiveMath: A Generic and Adaptive Web-Based Learning Environment. International Journal of Artificial Intelligence in Education 12(4), 385–407 (2001)
Brooks, C., Kettel, L., Hansen, C., Greer, J.: Building a learning object content management system. In: Proceedings of World Conference on E-Learning in Corporate, Healthcare, & Higher Education (E-Learn 2005), Vancouver, Canada (2005)
Sampson, D., Karagiannidis, C.: Kinshuk: Personalized learning: Educational, technological and standardization perspectives. Interactive Educational Multimedia (2002)
IEEE Learning Technology Standards Committee: 1484.12.1-2002 IEEE standard for Learning Object Metadata (2002)
IMS Global Learning Consortium: IMS learning design specification (2003)
IMS Global Learning Consortium: IMS content packaging information model (2003)
IMS Global Learning Consortium: IMS simple sequencing specification (2003)
und Manfred Schweres, K.U.L.: E-Learning braucht Kontinuität. Mehr nicht? Telepolis (2004)
Martin, J.D., VanLehn, K.: OLAE: Progress toward a multi-activity, bayesian student modeler. In: Brna, P., Ohlsson, S., Pain, H. (eds.) Proceedings of the World Conference on Artificial Intelligence in Education, Edinburgh, Scotland, pp. 410–417. AACE (1993)
Shute, V.: SMART: Student modeling approach for responsive tutoring. User Modeling and User-Adapted Interaction 5, 1–44 (1995)
Melis, E., Goguadze, G., Homik, M., Libbrecht, P., Ullrich, C., Winterstein, S.: Semantic-Aware Components and Services of ActiveMath. British Journal of Educational Technology 37(3), 405–423 (2006)
Ullrich, C.: Course Generation Based on HTN Planning. In: Jedlitschka, A., Brandherm, B. (eds.) Proceedings of 13th Annual Workshop of the SIG Adaptivity and User Modeling in Interactive Systems, Saarbrücken, Germany, pp. 74–79 (2005)
Goguadze, G., Palomo, A.G., Melis, E.: Interactivity of Exercises in ActiveMath. In: Proceedings of the 13th International Conference on Computers in Education (ICCE 2005), Singapore, pp. 107–113 (2005)
Winter, M., Brooks, C., Greer, J.: Towards best practices for semantic web student modeling. In: Looi, C.K., McCalla, G. (eds.) Proceedings of the 12th International Conference on Artificial Intelligence in Education AIED 2005. IOS Press, Amsterdam (2005)
Brooks, C., McCalla, G.: Flexible learning object metadata. International Journal of Continuing Engineering Education and Life-Long Learning (IJCEELL) (to appear, 2006)
Friesen, N.: Final report on the international lom survey. Technical Report 36C087, Canadian Avisory Commiittee for ISO/IEC JTC1/SC36 (2004)
Ullrich, C.: Tutorial Planning: Adapting Course Generation to Today’s Needs. In: Grandbastian, M. (ed.) Young Researcher Track Proceedings of 12th International Conference on Artificial Intelligence in Education, Amsterdam, The Netherlands, pp. 155–160 (2005)
Brusilovsky, P.: A component-based distributed architecture for adaptive web-based education. In: Hoppe, U., Verdejo, F., Kay, J. (eds.) AI in Education, AIED 2003, pp. 386–388. IOS Press, Amsterdam (2003)
Brooks, C.H., Winter, M., Greer, J.E., McCalla, G.I.: The Massive User Modelling System (MUMS). In: Lester, J.C., Vicari, R.M., Paraguaçu, F. (eds.) ITS 2004. LNCS, vol. 3220, pp. 635–645. Springer, Heidelberg (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Brooks, C., Greer, J., Melis, E., Ullrich, C. (2006). Combining ITS and eLearning Technologies: Opportunities and Challenges. In: Ikeda, M., Ashley, K.D., Chan, TW. (eds) Intelligent Tutoring Systems. ITS 2006. Lecture Notes in Computer Science, vol 4053. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11774303_28
Download citation
DOI: https://doi.org/10.1007/11774303_28
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-35159-7
Online ISBN: 978-3-540-35160-3
eBook Packages: Computer ScienceComputer Science (R0)