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Please use this identifier to cite or link to this item: http://hdl.handle.net/1820/1663

Title: What do you prefer? Using Preferences to Enhance Learning Technology
Authors: Kärger, Philipp
Olmedilla, Daniel
Abel, Fabian
Herder, Eelco
Siberski, Wolf
Keywords: preferences
recommendations
Issue Date: 15-Dec-2008
Abstract: While the growing number of learning resources increases the choice for learners on how, what and when to learn, it also makes it more and more difficult to find the learning resources that best match the learners’ preferences and needs. The same applies to learning systems that aim to adapt or recommend suitable courses and learning resources according to a learner’s wishes and requirements. Improved representations for a learner’s preferences as well as improved search capabilities that take these preferences into account leverage these issues. In this paper, we propose an approach for selecting optimal learning resources based on preference-enabled queries. A preference-enabled query does not only allow for hard constraints (like ’return lectures about Mathematics’) but also for soft constraints (such as ’I prefer a course on Monday, but Tuesday is also fine’) and therefore allows for a more fine-grained representation of a learner’s requirements, interests, and wishes. We show how to exploit the representation of a learner’s wishes and interests with preferences and how to use preferences in order to find optimal learning resources. We present the Personal Preference Search Service (PPSS), which offers significantly enhanced search capabilities for learning resources by taking the learner’s detailed preferences into account.
Description: Kärger, P., Olmedilla, D., Abel, F., Herder, E., & Siberski, W. (2008). What do you prefer? Using Preferences to Enhance Learning Technology. IEEE Journal for Transactions on Learning Technologies, 1(1), 2008. Also available at http://www.computer.org/tlt
URI: http://hdl.handle.net/1820/1663
Appears in Collections:1. TENC: Publications and Preprints

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