Ontology-Based Architecture with Recommendation Strategy in Java Tutoring System

Boban Vesin1, Mirjana Ivanović2, Aleksandra Klašnja-Milićević1 and Zoran Budimac2

  1. Higher School of Professional Business Studies, Novi Sad
    Vladimira Perića-Valtera 4, 21000 Novi Sad, Serbia
    {vesinboban, aklasnja} @yahoo.com
  2. Faculty of Science, Department of Mathematics and Informatics, Novi Sad
    Trg D. Obradovića 4, 21000 Novi Sad, Serbia
    {mira, zjb}@dmi.uns.ac.rs

Abstract

The aim of Semantic Web is to provide distributed information with well-defined meaning, understandable for humans as well as machines. E-learning is an important domain which can be benefited from the Semantic Web technology. Ontologies, as a building structure of Semantic Web, will fundamentally change the way in which e-learning systems are constructed. The explicit conceptualization of system components in a form of ontology facilitates knowledge sharing, knowledge reuse, communication and collaboration among system components, and construction of intensive and expressive systems. In previous research, we implemented tutoring system named Protus (PRogramming TUtoring System) that is used for learning basic concepts of Java programming language. Protus uses principles of learner style identification and content recommendation for course personalization. The new version of the system called Protus 2.0, supported by several ontologies, as well as examples of its usage for performing personalization are presented in this paper. Architecture of new system extends the usage of Semantic Web concepts, where the representation of each Protus 2.0 component is made by a specific ontology, making possible a clear separation of the tutoring system components and explicit communication among them.

Key words

Semantic Web, ontology, tutoring system, recommendation systems, personalization

Digital Object Identifier (DOI)

https://doi.org/10.2298/CSIS111231001V

Publication information

Volume 10, Issue 1 (Januar 2013)
Year of Publication: 2013
ISSN: 1820-0214 (Print) 2406-1018 (Online)
Publisher: ComSIS Consortium

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How to cite

Vesin, B., Ivanović, M., Klašnja-Milićević, A., Budimac, Z.: Ontology-Based Architecture with Recommendation Strategy in Java Tutoring System. Computer Science and Information Systems, Vol. 10, No. 1, 237-261. (2013)