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