DocumentCode :
2008268
Title :
A User Modeling Approach to Web Based Adaptive Educational Hypermedia Systems
Author :
Colak, Ilhami ; Sagiroglu, Seref ; Kahraman, H. Tolga
fYear :
2008
fDate :
11-13 Dec. 2008
Firstpage :
694
Lastpage :
699
Abstract :
In this paper, a new user modeling approach has been developed to determine the knowledge status of user in Adaptive Educational Hypermedia System (AEHS). The approach is based on forming the domain model and determining relations among elements of that model to decide the knowledge status of user from domain model independently. The proposed method provides flexibility to individual learning or studying steps. In comparison to the literature, the proposed approach enables quick and powerful adaptation for matching instructional needs of users. The difficulties faced in developing such a system are purifying the gathered data, obtaining and evaluating useful data and providing a powerful adaptation effect in a short time.
Keywords :
Internet; computer aided instruction; hypermedia; user modelling; AEHS; Web based adaptive educational hypermedia system; user instruction matching; user knowledge status; user modeling approach; Adaptation model; Adaptive systems; Classification algorithms; Computer science education; Knowledge engineering; Machine learning; Navigation; Niobium; Power system modeling; Systems engineering education; AEHS; Adaptive Educational Hypermedia Systems; User Modeling Approach;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Applications, 2008. ICMLA '08. Seventh International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-0-7695-3495-4
Type :
conf
DOI :
10.1109/ICMLA.2008.66
Filename :
4725051
Link To Document :
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