Additional Parameters that Affect the Tag-based Collaborative Filtering

Kotevski, Aleksandar and Martinovska Bande, Cveta (2015) Additional Parameters that Affect the Tag-based Collaborative Filtering. In: 6th Conference on e-Learning, 24-25 Sept 2015, Belgrade, Serbia.

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Abstract

Selecting the most useful learning resources is very important aspect in the modern e-learning systems as well as distributing learning content in adequate format. That is e-learning systems need to have ability to determine student needs and their most adequate learning style. Our previous research was focused on tag-based collaborative filtering and learning style determination in order to suggest useful learning material in adequate format and we have proposed an algorithm for tag-based collaborative filtering. Also, we focused on some parameters that are important for tag-based collaborative filtering too. In this paper we are focused on additional parameters that affect the process of tag-based collaborative filtering. In that context, we consider students previous knowledge level, tag's ratings and author's ratings of materials as factors that have impact on the tab-based collaborative filtering.

Item Type: Conference or Workshop Item (Paper)
Subjects: Natural sciences > Computer and information sciences
Divisions: Faculty of Computer Science
Depositing User: Cveta Martinovska Bande
Date Deposited: 27 Oct 2015 12:28
Last Modified: 27 Oct 2015 12:28
URI: http://eprints.ugd.edu.mk/id/eprint/14056

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