Open Universiteit

Please use this identifier to cite or link to this item:
Title: Effects of the ISIS Recommender System for navigation support in self-organised Learning Networks
Authors: Drachsler, Hendrik
Hummel, Hans
Van den Berg, Bert
Eshuis, Jannes
Waterink, Wim
Nadolski, Rob
Berlanga, Adriana
Boers, Nanda
Koper, Rob
Keywords: experiment
navigation support
recommender system
informal learning
learning networks
Issue Date: 26-Oct-2009
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.
Description: Drachsler, H., Hummel, H. G. K., Van den Berg, B., Eshuis, J., Waterink, W., Nadolski, R. J., Berlanga, A. J., Boers, N., & Koper, R. (2009). Effects of the ISIS Recommender System for navigation support in self-organised Learning Networks. Journal of Educational Technology and Society, 12(3), 122-135.
Appears in Collections:1. TENC: Publications and Preprints

Files in This Item:
File Description SizeFormat 
Effects of the ISIS Recommender System.pdf264.39 kBAdobe PDFView/Open

This item is licensed under a Creative Commons License Creative Commons