Ontology-based architecture with recommendation strategy in java tutoring system
Author(s) -
Boban Vesin,
Mirjana Ivanović,
Aleksandra KlašnjaMilićević,
Zoran Budimac
Publication year - 2013
Publication title -
computer science and information systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.244
H-Index - 24
eISSN - 2406-1018
pISSN - 1820-0214
DOI - 10.2298/csis111231001v
Subject(s) - computer science , ontology , semantic web , personalization , social semantic web , knowledge representation and reasoning , owl s , world wide web , semantic web stack , software engineering , information retrieval , artificial intelligence , philosophy , epistemology
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. [Projekat Ministarstva nauke Republike Srbije, br. III47003]
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