TOWARDS AUTOMATIC BEHAVIOR ANALYSIS OF LEARNERS IN A TECHNOLOGY-ENHANCED LEARNING ENVIRONMENT
Noury Khayat, Michael Mock, Jörg Kindermann
2011
Abstract
In the context of the European SCY project, a collaborative, learner-centric TEL environment is described. Reference workflows and workflow executions are analyzed to extract meaningful behavioural attributes automatically. The extracted patterns provide insights into learner behaviour.
References
- Akhrasi, F., N., Self, J., A., 2002. Beyond intelligent tutoring systems: Situations, interactions, processes and affordances. In: Instructional Science 30: 1-30
- Bollen,L., Giemza, A., Hoppe, U.,2008. Flexible Analysis of User Actions in Heterogeneous Distributed Learning Environments. In: Proceedings of the European Conference on Technology Enhanced Learning., Maastricht
- de Jong, T., et al. 2010. Learning by creating and exchanging objects - the SCY experience. In: British Journal of Educational Technology, 41, 909-921.
- dos Santos, C., Frozza, R., Dhamer, A., Gaspary, L., 2002. Doris| pedagogical agent in intelligent tutoring systems. In: Intelligent Tutoring Systems, 91-104.
- Fernandez, C., Lazaro, J., Benedi, J., 2009. Workflow mining application to ambient intelligence behaviour modelling. In: Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments., Springer
- Havlak, P., Nesting of reducible and irreducible loops. 1997, in: ACM Transactions on Programming Languages and Systems, Vol. 19.4, 557-567.
- Lejeune, A., Ney M., Weinberger A., Pedaste M., Bollen L., Hovardas T., Hoppe U., de Jong T., 2009. Learning activity spaces: Towards flexibility in learning design. In: Ninth IEEE international conference on advanced learning technologies.
- Russell, N., ter Hofstede, A., H., M., van der Aalst, W., M., P., Mulyar, N., 2006. Workflow control flow patterns: A revised view. In: BPM Center Report BPM0622 BPMcenter org
- Zhou, Y., Evens, M., W., 1999. A practical student model in an intelligent tutoring system. In: Proceedings of the 11th IEEE international conference on tools with artificial intelligence, 13-18.
Paper Citation
in Harvard Style
Khayat N., Mock M. and Kindermann J. (2011). TOWARDS AUTOMATIC BEHAVIOR ANALYSIS OF LEARNERS IN A TECHNOLOGY-ENHANCED LEARNING ENVIRONMENT . In Proceedings of the 3rd International Conference on Computer Supported Education - Volume 1: CSEDU, ISBN 978-989-8425-49-2, pages 187-192. DOI: 10.5220/0003299301870192
in Bibtex Style
@conference{csedu11,
author={Noury Khayat and Michael Mock and Jörg Kindermann},
title={TOWARDS AUTOMATIC BEHAVIOR ANALYSIS OF LEARNERS IN A TECHNOLOGY-ENHANCED LEARNING ENVIRONMENT},
booktitle={Proceedings of the 3rd International Conference on Computer Supported Education - Volume 1: CSEDU,},
year={2011},
pages={187-192},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003299301870192},
isbn={978-989-8425-49-2},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 3rd International Conference on Computer Supported Education - Volume 1: CSEDU,
TI - TOWARDS AUTOMATIC BEHAVIOR ANALYSIS OF LEARNERS IN A TECHNOLOGY-ENHANCED LEARNING ENVIRONMENT
SN - 978-989-8425-49-2
AU - Khayat N.
AU - Mock M.
AU - Kindermann J.
PY - 2011
SP - 187
EP - 192
DO - 10.5220/0003299301870192