Communication publiée dans un ouvrage (Colloques, congrès, conférences scientifiques et actes)
An Architecture for E-Learning System with Computational Intelligence
EL ALAMI, Marc; CASEL, Nicolas; ZAMPUNIERIS, Denis
2007 • In Apolloni, B. (Ed.) Proceedings of KES - International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, September 2007, Vietri sul Mare (Italy)
[en] In this paper, we introduce a new kind of software tools intended to offer a virtual educational and/or training environment online: proactive e-Learning Management Systems. These computational intelligence based systems are designed to improve the users’ online (inter)actions by providing programmable, automatic and continuous intelligent analyses of the users’ behaviors, augmented with appropriate actions initiated by the LMS itself. We show how we implemented the proactive part of our LMS on the basis of a dynamic rules-based expert system. We also sketch how it looks like from a user’s point of view. Finally, We give some examples of intelligent analysis of users’ behaviors coded into proactive rules.
Disciplines :
Sciences informatiques
Identifiants :
UNILU:UL-CONFERENCE-2008-093
Auteur, co-auteur :
EL ALAMI, Marc ; University of Luxembourg > Central Administration > IT Department
CASEL, Nicolas ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
ZAMPUNIERIS, Denis ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Langue du document :
Anglais
Titre :
An Architecture for E-Learning System with Computational Intelligence
Date de publication/diffusion :
2007
Nom de la manifestation :
Proceedings of “KES - International Conference on Knowledge-Based and Intelligent Information & Engineering Systems”, September 2007, Vietri sul Mare (Italy)
Lieu de la manifestation :
Vietri sul Mare, Italie
Date de la manifestation :
September 2007
Manifestation à portée :
International
Titre de l'ouvrage principal :
Proceedings of KES - International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, September 2007, Vietri sul Mare (Italy)
Editeur scientifique :
Apolloni, B.
Maison d'édition :
Springer-Verlag Berlin Heidelberg
ISBN/EAN :
978-3-540-74826-7
Collection et n° de collection :
LNAI-4693
Pagination :
58-65
Peer reviewed :
Peer reviewed
Commentaire :
Proceedings of “KES - International Conference on Knowledge-Based and Intelligent Information & Engineering Systems”, September 2007, Vietri sul Mare (Italy)
Brusilovsky, P.: A component-based distributed architecture for adaptive Web-based education. In: Hoppe, U., Vardejo, F., Kay, J. (eds.) Artificial Intelligence in Education: Shaping the Future of Learning through Intelligent Technologies. Proceedings of AI-ED'2004, Sydney, Australia, July 20-24, 2004, pp. 386-388. OIS Press, Amsterdam (2003)
Tennenhouse, D.: Proactive computing. Communications of the ACM 43(5), 43 50 (2000)
Salovaara, A., Oulasvirta, A.: Six modes of proactive resource management: A usercentric typology for proactive behaviors. In: Proceedings of the Nordic conference on human-computer interaction, ACM international conference proceedings series, vol. 82, pp. 57-60 (2004)
Zampunieris, D.: Implementation of a proactive learning management system. In: Reeves, Th.C., Yamashita, Sh. F. (eds.) Proceedings of E-Learn - World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education, Hawaii, USA (October 2006) ISBN 1-880094-60-6
Zampunieris, D.: Implementation of efficient proactive computing using lazy evaluation in a learning management system. In: m-ICTE - International Conference on Multimedia and Information and Communication Technologies in Education, Seville, Spain (2006)