• DocumentCode
    2104248
  • Title

    An Architecture and a Domain Ontology for Personalized Multi-agent e-Learning Systems

  • Author

    Dung, Pham Quang ; Florea, Adina Magda

  • Author_Institution
    Univ. Politeh. of Bucharest, Bucharest, Romania
  • fYear
    2011
  • fDate
    14-17 Oct. 2011
  • Firstpage
    181
  • Lastpage
    185
  • Abstract
    Semantic web and intelligent agents are main technologies to implement personalization for e-learning systems. Ontology is the key concept in semantic web, and it plays an important role in knowledge representation, sharing of didactic material and content personalization. Furthermore, ontologies are machine-readable. Therefore they are faster and more convenient to query and retrieval educational material with the Semantic Web services. Intelligent agents can provide the learners with personal assistants to carry out learning activities according to their learning styles and their knowledge levels. In this paper, we present the architecture of a multi-agent e-learning system that supports pre-defining students´ learning styles and re-estimating them during the course for a better personalization. We also present a domain ontology that is suitable for adaptive e-learning environments. The ontology describes learning material that composes a course as well as describes learners and their learning styles.
  • Keywords
    Web services; computer aided instruction; educational aids; knowledge representation; multi-agent systems; query processing; semantic Web; adaptive e-learning environments; content personalization; didactic material; domain ontology; educational material retrieval; intelligent agents; knowledge levels; knowledge representation; learning activity; learning material; learning styles; machine-readable; personal assistants; personalized multiagent e-learning systems; query; semantic Web services; Adaptation models; Electronic learning; Intelligent agents; Learning systems; Ontologies; Semantic Web; architecture; e-learning system; multi-agent; ontology; personalized; semantic web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge and Systems Engineering (KSE), 2011 Third International Conference on
  • Conference_Location
    Hanoi
  • Print_ISBN
    978-1-4577-1848-9
  • Type

    conf

  • DOI
    10.1109/KSE.2011.35
  • Filename
    6063463