• DocumentCode
    2915436
  • Title

    An adaptive strategy to help students in e-Learning systems using competency-based ontology and agents

  • Author

    Bremgartner, V. ; de Magalhães Netto, J.F.

  • Author_Institution
    Dept. of Comput. Sci., Fed. Univ. of Amazonas, Manaus, Brazil
  • fYear
    2011
  • fDate
    22-24 Nov. 2011
  • Firstpage
    978
  • Lastpage
    983
  • Abstract
    With the increasing use of Learning Management Systems, people who use them have gotten new opportunities to access knowledge through the Internet. This has drawn attention of researchers from the Informatics and Education on several research issues. Among them is the strategy proposed in this paper, describing an approach that uses multi-agent system and competency-based learner model ontology focused on adaptation of the Moodle system to assist students who have doubts or errors when performing certain activities proposed by the teacher or who have low skills levels required to perform these activities. Such assistance is a personalized recommendation of students with an appropriate profile based on their skills and competencies to help students´ weaknesses.
  • Keywords
    Internet; computer aided instruction; distance learning; multi-agent systems; ontologies (artificial intelligence); recommender systems; Internet; Moodle system; adaptive strategy; competency-based learner model ontology; competency-based ontology; e-learning system; knowledge access; learning management system; multiagent system; personalized student recommendation; Adaptation models; Data models; Electronic learning; Learning systems; Least squares approximation; Multiagent systems; Ontologies; Learning Management System (LMS); competencies; learner model; multi-agent system; ontology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
  • Conference_Location
    Cordoba
  • ISSN
    2164-7143
  • Print_ISBN
    978-1-4577-1676-8
  • Type

    conf

  • DOI
    10.1109/ISDA.2011.6121785
  • Filename
    6121785