• 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