Learner modeling to facilitate personalized e-learning experience

• Görgün, Ilhami ^[1] ; Türker, Ali ^[1] ; Ozan, Yildiray ^[1] ; Heller, Jürgen ^[2]
  1. [1] Middle East Technical University

     Middle East Technical University

     Turquía

     
  2. [2] University of Graz

     University of Graz

     Graz, Austria

     
• Localización: Proceedings of the IADIS International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2005): Porto, Portugal, December 14-16, 2005 / Kinshuk Kinshuk (ed. lit.), Demetrios Sampson (ed. lit.), Pedro Isaías (ed. lit.), Luís Rodrigues (ed. lit.), Patrícia Barbosa (ed. lit.), Vol. 1, 2005 (Full Papers), ISBN 972-8924-05-4, págs. 231-237
• Idioma: inglés
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• Resumen

  • This article describes a learner modeling strategy that is employed by an adaptive learning system in order to provide each learner with a personalized e-Learning experience. Parameters related to the learners' prior knowledge, goal and learning style constitute the basis of the personalization and the adaptivity of the mentioned learning system. The present paper focuses on the mechanisms concerning the learner's prior knowledge and the goal parameters. The learner modeling that takes into account the prior knowledge of the learners is achieved by developing an ontological abstraction. Based on this ontological abstraction, a knowledge base is constructed in order to introduce the knowledge representations of the domain model and the curricular model, the knowledge and the learning structures. These knowledge representations specify how the prior knowledge of a learner will be represented, and also how it will be assessed and continuously updated.