DocumentCode
2592732
Title
Adaptive hypermedia system in education: A user model and tracking strategy proposal
Author
Colace, Francesco ; De Santo, Massimo
Author_Institution
Univ. degli Studi di Salerno, Fisciano
fYear
2007
fDate
10-13 Oct. 2007
Abstract
New technologies are quickly changing the traditional educational approaches and systems. In fact the integration of new technologies in the field of education offers new challenges and opportunities in distance learning, lifelong learning and e-learning in general. On the other hand e-Learning is an interesting application area for adaptive hypermedia system (AEH). Through the use of user models intelligent tutoring and students tracking techniques an AEH can recognize individual users and their needs adapting in an effective way the student learning path. This paper attempts to enhance student learning by addressing different learning styles by the use of the Adaptive Hypermedia System approach. In particular it addresses to define a standardized and simple user model and some tracking parameters and techniques in order to update the proposed learning path. The proposed system collects information on the user learning style by the use of various well known in literature test We propose a mapping of this acquired information in some parameters defined in standard metadata user description like IMS LIP. The final goal is a student learning style representation by the use of a quantitative model So we can develop a tracking strategy through the observation of the main model parameters. A similar approach could be used for the description of learning objects in order to provide the introduction of well defined metrics for the dynamic tailoring of the learning path to the student´s learning style and needs.
Keywords
adaptive systems; continuing professional development; distance learning; human factors; hypermedia; intelligent tutoring systems; tracking; user modelling; adaptive hypermedia system; distance learning; e-learning; educational technologies; intelligent tutoring; lifelong learning; student tracking techniques; user learning style; user model; Adaptation model; Adaptive systems; Computer aided instruction; Educational technology; Electronic learning; Knowledge management; Mathematical model; Proposals; System testing; Target tracking; Adaptive Hypermedia Systems; E-Leammg; Metadata Standards;
fLanguage
English
Publisher
ieee
Conference_Titel
Frontiers In Education Conference - Global Engineering: Knowledge Without Borders, Opportunities Without Passports, 2007. FIE '07. 37th Annual
Conference_Location
Milwaukee, WI
ISSN
0190-5848
Print_ISBN
978-1-4244-1083-5
Electronic_ISBN
0190-5848
Type
conf
DOI
10.1109/FIE.2007.4418065
Filename
4418065
Link To Document