The use of the Bayesian approach in the formation of the student's competence in the ICT direction

Citation

Seisenbekova, Perizat and Shayakhmetova, Asem and Othman, Mohamed (2019) The use of the Bayesian approach in the formation of the student's competence in the ICT direction. In: 2019 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS 2019), 29 June 2019, Shah Alam, Selangor, Malaysia. (pp. 85-90).

Abstract

The theory of Bayesian networks has recently become very popular in solving various applied problems in various areas of science and production. To effectively use the Bayesian approach, a high-quality software product is needed that implements the mathematical ideas of Bayesian networks in practice. Such software products currently developed quite a large number. This paper presents the most common ones. The paper gives a small introduction about the competence of students and explores the possibility of using Bayesian networks in the formation of the competence of an IT trainer. Developed an integrated algorithm for the formation of the competence of training in the direction of IT.

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Additional Metadata

Item Type:	Conference or Workshop Item (Paper)
Divisions:	Faculty of Computer Science and Information Technology
DOI Number:	https://doi.org/10.1109/I2CACIS.2019.8825060
Publisher:	IEEE
Keywords:	Bayesian network; Student competencies; Knowledge mobility; Method flexibility; Critical thinking; BayesiaLab software package
Depositing User:	Nabilah Mustapa
Date Deposited:	15 Jun 2020 06:54
Last Modified:	15 Jun 2020 06:54
Altmetrics:	http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/I2CACIS.2019.8825060
URI:	http://psasir.upm.edu.my/id/eprint/78138
Statistic Details:	View Download Statistic

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