Effects of the ISIS Recommender System for navigation support in self-organised Learning Networks

Hendrik Drachsler, Hans Hummel, Bert Van den Berg, Jannes Eshuis, Wim Waterink, Rob Nadolski, Nanda Boers, Rob Koper, Adriana Berlanga

    Research output: Contribution to journalArticleAcademicpeer-review

    Abstract

    The need to support users of the Internet with the selection of information is becoming more important. Learners in complex, self-organising Learning Networks have similar problems and need guidance to find and select most suitable learning activities, in order to attain their lifelong learning goals in the most efficient way. Several research questions regarding efficiency and effectiveness deal with adequate navigation support through recommender systems. To answer some of these questions an experiment was set up within an Introduction Psychology course of the Open University of the Netherlands. Around 250 students participated in this study and were monitored over an experimental period of four months. All were provided the same course materials, but only half of them were supported with a personalised recommender system. This study examined the effects of the navigation support on the completion of learning activities (effectiveness), needed time to comply them (efficiency), actual use of and satisfaction with the system, and the variety of learning paths. The recommender system positively influenced all measures, by having significant effects on efficiency, satisfaction and variety.
    Original languageEnglish
    Pages (from-to)115-126
    JournalJournal of Educational Technology & Society
    Volume12
    Issue number3
    Publication statusPublished - Jul 2009

    Keywords

    • experiment
    • navigation support
    • recommender system
    • informal learning
    • moodle
    • learning networks

    Fingerprint Dive into the research topics of 'Effects of the ISIS Recommender System for navigation support in self-organised Learning Networks'. Together they form a unique fingerprint.

    Cite this