• DocumentCode
    2734312
  • Title

    A Learner Oriented Ontology to Make Effective Learning Management Systems

  • Author

    Heiyanthuduwage, S.R. ; Karunaratne, D.D.

  • Author_Institution
    Postgrad. & Degree Div., IDM Comput. Studies (Pvt.) Ltd., Colombo
  • fYear
    2006
  • fDate
    6-6 Dec. 2006
  • Firstpage
    476
  • Lastpage
    481
  • Abstract
    An ontology has been proposed in this paper, which arranges metadata, and defines the relationships of metadata on learning objects belong to academic courses and user profiles. This ontology has been incorporated with proposed architecture, as a critical part of this architecture what consists of a set of components which synergies to achieve a higher usability to the learner. The ontology is utilized for effective retrieval of learning content, customizing learning management systems (LMS), and an integrating learning content to reuse them. It has been specified in ontology inference language (OIL) and in resource description framework (RDF) for exchange of ontology. The ontology and user profile management components have been introduced into a typical open sourced LMS. Proposed ontology maps user preferences with learning content in searching learning object and amalgamates them to build new course objects. Hence it increases the learner- orientation and usability of e-learning systems.
  • Keywords
    computer aided instruction; educational courses; human factors; meta data; ontologies (artificial intelligence); academic course; e-learning system usability; learner oriented ontology; learning content retrieval; learning management system; learning object; meta data; ontology inference language; resource description framework; user preference mapping; user profile management; Computer architecture; Content based retrieval; Content management; Electronic learning; Least squares approximation; Ontologies; Petroleum; Resource description framework; Usability; XML;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Information Management, 2006 1st International Conference on
  • Conference_Location
    Bangalore
  • Print_ISBN
    1-4244-0682-X
  • Type

    conf

  • DOI
    10.1109/ICDIM.2007.369239
  • Filename
    4221931