Authors: Kees Van Der Sluijs, Geert-Jan Houben
Addresses: Eindhoven University of Technology, PO Box 513, NL-5600 MB Eindhoven, The Netherlands. ' Eindhoven University of Technology, PO Box 513, NL-5600 MB Eindhoven, The Netherlands
Abstract: Educational web-based systems exemplify the increasing need for personalisation. Applications that adapt to individual users need a model of the user that contains as accurate data as possible. On the web, learners use multiple educational systems and spend their time over many applications: these are individually limited in their user modelling but can gain from joining forces. This boils down to establishing semantic interoperability of user or learner models. While semantic interoperability is hard, the emerging Semantic Web (SW) might offer just the mechanisms we need. In this paper, we develop the Generic User model Component (GUC): a generic software that utilises SW technology to support the exchange of user model data between applications. For a semantically effective user model exchange, GUC allows the configuration of a distributed management of mappings between user models. Thus, applications can choose different levels of uniting user models to maximise their personalisation.
Keywords: learner model; personalisation; semantic interoperability; user model server; semantic web; schema mapping; educational systems; e-learning.
International Journal of Continuing Engineering Education and Life-Long Learning, 2006 Vol.16 No.1/2, pp.64 - 76
Available online: 03 Feb 2006Full-text access for editors Access for subscribers Purchase this article Comment on this article