DocumentCode
3338556
Title
Adaptive Educational Hypermedia System using Cognitive style approach: Challenges and opportunities
Author
Ghazal, Mohammed Ahmed ; Yusof, M.M. ; Zin, N.A.M.
Author_Institution
Fac. of Inf. Sci. & Technol., Univ. Kebangsaan Malaysia, Bangi, Malaysia
fYear
2011
fDate
17-19 July 2011
Firstpage
1
Lastpage
6
Abstract
E-learning systems have rapidly evolved from generation to another throughout the recent years. Adaptive Educational Hypermedia System (AEHS) provides capabilities to personalize the web-based system according to student´s model such as user´s interests, needs, preferences, knowledge, and background, which are personal characteristics gathered explicitly or implicitly. The goal of developing AEHS is to achieve an effective and affective learning performance, as well as to get positive impacts on the student through gaining skills and learning experiences. Most AEHS are technologically-driven to transfer knowledge rather than pedagogically-driven focusing on gaining cognitive skills and other experiences. To overcome this gap many researchers considered Cognitive style (CS) as the most important factor for reasoning and predicting individual traits, learning strategies and other preferences. Furthermore many researchers proposed new cognitive factors- rational, intuitive, and interpersonal as the most innate, brain-based, fixed stable preferences to build a robust adaptive student model dynamically and to get positive influence on the affective and effective AEHS. Based on the literature review, we have identified a number of theoretical and technical issues related to the AEHS architecture in relation to the whole brain cognitive style model to achieve an effective learning outcomes. The findings will be used for designing a user model for AEHS.
Keywords
Internet; cognition; computer aided instruction; hypermedia; user modelling; AEHS; Web-based system; adaptive educational hypermedia system; brain cognitive style model; cognitive factors; cognitive skills; e-learning systems; learning strategies; user model; Adaptation models; Adaptive systems; Brain modeling; Cognition; Context; Education; Learning systems; Adaptive Educational Hypermedia System (AEHS); Affective Education; Cognitive Style (CS); Student Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Engineering and Informatics (ICEEI), 2011 International Conference on
Conference_Location
Bandung
ISSN
2155-6822
Print_ISBN
978-1-4577-0753-7
Type
conf
DOI
10.1109/ICEEI.2011.6021758
Filename
6021758
Link To Document