DocumentCode :
3539959
Title :
A framework for adaptive learning management systems using learning styles
Author :
Pitigala Liyanage, M. Prabhani ; Gunawardena, K.S.L. ; Hirakawa, Masahito
Author_Institution :
Interdiscipl. Grad. Sch. of Sci. & Eng., Shimane Univ., Matsue, Japan
fYear :
2013
fDate :
11-15 Dec. 2013
Firstpage :
261
Lastpage :
265
Abstract :
Learning management systems (LMSs) are becoming increasingly popular in many educational establishments such as universities. However, they provide the same content for all learners in a given course. Educational theory suggests that learners possess different styles of learning. In this study, we propose a framework for adaptive LMSs that can tailor course content to the learning style of the individual learners. The Felder-Silverman learning styles model was used as the basis for our system implementation. Further, we present initial findings of application of the framework to a course conducted in Moodle LMS.
Keywords :
educational courses; educational institutions; further education; learning management systems; Felder-Silverman learning styles model; Moodle LMS; adaptive learning management systems; course content; educational establishments; educational theory; universities; Adaptation models; Adaptive systems; Educational institutions; Electronic learning; Least squares approximations; Materials; Moodle; e-learning learning management systems; learning styles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in ICT for Emerging Regions (ICTer), 2013 International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4799-1275-9
Type :
conf
DOI :
10.1109/ICTer.2013.6761188
Filename :
6761188
Link To Document :
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