• DocumentCode
    2870539
  • Title

    Dynamic User Modeling and Adaptation Based on Learning Styles for Supporting Semi-Automatic Generation of IMS Learning Design

  • Author

    Baldiris, Silvia ; Graf, Sabine ; Fabregat, Ramón

  • Author_Institution
    Inst. of Inf. & Applic. (IIiA), Univ. of Girona, Girona, Spain
  • fYear
    2011
  • fDate
    6-8 July 2011
  • Firstpage
    218
  • Lastpage
    220
  • Abstract
    In the context of virtual learning environments, it is difficult to find proposals addressing both problems at the same time, user modeling and adaptation processes based on learning styles. In particular, for the teachers, these processes require huge amounts of time and effort in the course construction, which most of the times is not recognized by the educational institutions. The main issue discussed in this paper is the creation of a dynamic user model based on learning styles (LS) to enrich and to support the automatic generation of an adaptive IMS learning design (LD) in order to reduce the amount of time and efforts for teachers providing learners with personalized learning experiences.
  • Keywords
    computer aided instruction; educational institutions; middleware; dynamic user modeling; educational institutions; learning management systems; learning style based adaptation process; middleware approach; semiautomatic adaptive IMS learning design; virtual learning environments; Adaptation models; Adaptive systems; Analytical models; Conferences; Education; Least squares approximation; Planning; adaptation process; dynamic user modeling; learning design; learning environment; learning style;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies (ICALT), 2011 11th IEEE International Conference on
  • Conference_Location
    Athens, GA
  • ISSN
    2161-3761
  • Print_ISBN
    978-1-61284-209-7
  • Electronic_ISBN
    2161-3761
  • Type

    conf

  • DOI
    10.1109/ICALT.2011.70
  • Filename
    5992306