Title :
Multidimensional Adaptations for Open Learning Management Systems
Author :
Baldiris, Silvia ; Santos, Olga C. ; Huerva, David ; Fabregat, Ramòn ; Boticario, Jesus G.
Author_Institution :
Inst. of Inf. & Applic. (IIiA), Univ. de Girona, Girona
Abstract :
Our work is focused on alleviating the workload for designers of adaptive courses on the complexity task of authoring adaptive learning designs adjusted to specific user characteristics and the user context. We propose an adaptation platform that consists in a set of intelligent agents where each agent carries out an independent adaptation task. The agents apply machine learning techniques to support the user modelling for the adaptation process.
Keywords :
computer aided instruction; educational courses; learning (artificial intelligence); software agents; adaptive courses; authoring adaptive learning designs; intelligent agents; machine learning techniques; multidimensional adaptations; open learning management systems; Adaptation model; Artificial intelligence; Character generation; Conference management; Context modeling; Intelligent agent; Least squares approximation; Machine learning; Multidimensional systems; Technology management; Adaptive Hypermedia; Intelligent Agent; Machine Learning; User modelling;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-0-7695-3496-1
DOI :
10.1109/WIIAT.2008.351
