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

  1. Akhrasi, F., N., Self, J., A., 2002. Beyond intelligent tutoring systems: Situations, interactions, processes and affordances. In: Instructional Science 30: 1-30
  2. 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
  3. de Jong, T., et al. 2010. Learning by creating and exchanging objects - the SCY experience. In: British Journal of Educational Technology, 41, 909-921.
  4. dos Santos, C., Frozza, R., Dhamer, A., Gaspary, L., 2002. Doris| pedagogical agent in intelligent tutoring systems. In: Intelligent Tutoring Systems, 91-104.
  5. 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
  6. Havlak, P., Nesting of reducible and irreducible loops. 1997, in: ACM Transactions on Programming Languages and Systems, Vol. 19.4, 557-567.
  7. 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.
  8. 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
  9. 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.
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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