Designing Intelligent Tutoring System Based on Bayesian Network

Hasanu, Mihajlo and Blazheska-Tabakovska, Natasha (2018) Designing Intelligent Tutoring System Based on Bayesian Network. In: International Conference on Applied Internet and Information Technologies, 2018, October 5 2018, Bitola R. Macedonia.

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Abstract

Nowadays, the educational system in each country is facing new challenges and recent IT innovations, which are the key factors for the success and quality of edu- cation that will result in a more efficient and effective knowledge transfer. Intelligent tutoring systems - ITS are a perfect IT solution that can contribute to overcome the re- strictions imposed by the traditional teaching and improve the educational process. Guided by the need to improve edu- cation, the main purpose of this paper is to offer a model of architecture of an ITS for learning C# programing language – CPLITS. The system is intelligent because it has imple- mented an artificial technique called Bayesian Networks in its architecture. The aim of CPLITS is to adapt to the differ- ent needs of different categories of students through a mech- anism that enables them support in the navigation through the online learning materials, support for delivering effective and efficient pedagogical instructions in the learning process while solving a particular problem as well as structuring of the teaching curriculum based on the student’s profile.

Item Type: Conference or Workshop Item (Paper)
Subjects: Scientific Fields (Frascati) > Natural sciences > Computer and information sciences
Divisions: Faculty of Information and Communication Technologies
Depositing User: Mrs Natasha Blazheska-Tabakovska
Date Deposited: 09 Sep 2022 09:02
Last Modified: 09 Sep 2022 09:02
URI: http://eprints.uklo.edu.mk/id/eprint/7098

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