Towards an open framework for adaptive, agent-supported e-learning

Peter Van Rosmalen*, Francis Brouns, Colin Tattersall, Hubert Vogten, Jan Van Bruggen, P.B. Sloep, Rob Koper

*Corresponding author for this work

    Research output: Contribution to journalArticleAcademicpeer-review

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    Abstract

    E-learners require activities and content based on their preferences and prior knowledge, not merely fully static, page-turning sequences. In this paper we present a framework that integrates and supports two approaches towards adaptation to the learner needs – design and runtime adaptation. The framework is based on IMS Learning Design (IMS LD). IMS LD offers a semantic notation to describe an educational scenario in a formal way. At design time a teacher or a design team can create or inspect a learning design model and use it in multiple courses. At runtime a tutor or agent, an autonomous piece of software, can interpret a learning design and students’ progress and subsequent take action while a course is in progress, e.g. make suggestions to learners. We will discuss the study that lead to the framework, and explain the role of IMS LD and the promising role of agents in adaptive e-learning.
    Original languageEnglish
    Pages (from-to)261-275
    Number of pages15
    JournalInternational Journal of Continuing Engineering Education and Life-Long Learning
    Volume15
    Issue number3-6
    DOIs
    Publication statusPublished - 3 Sep 2005

    Keywords

    • E-learning
    • adaptive e-learning systems
    • learning technology standards
    • IMS Learning Design
    • agent technology

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