The Technology of the Learning Process Management Expert System in Higher Educational Institutions
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2018-09-27 https://doi.org/10.14419/ijet.v7i4.7.20563 -
expert system, learning process, ontology, higher educational institution, management, knowledge base -
Abstract
The present paper considers the development of learning process management expert system in higher educational institutions, based on the ontological approach. The purpose of research is an improve the effectiveness of decision making during the management of learning processes by using intelligent management methods and modern approaches to knowledge modelling. The methodology of solving the set task is based on models and methods of knowledge representation usage, the artificial intelligence theory, expert methods of decision-making and general theoretical principles of the control theory, and the theory of decision-making. Authors conducted a qualitative analysis of the domain knowledge, which allowed distinguishing and formalizing main concepts and relations between them. Authors suggested a methodological approach to the construction of the learning process management system, which allows implementing knowledge-based approaches to the development of information systems in the domain knowledge of learning process management. Authors also developed the structure and formal description of the ontology of the learning process in higher educational institutions, which allows reusing the suggested solutions. Research results were implemented in the expert information system; they can be used in practice in learning process management in higher educational institutions.
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References
[1] Albaqami, N. (2014). Critical Investigation of Virtual Universities: Applying the UK Structure to Saudi Arabia. United Kingdom. Retrieved from https://www.dora.dmu.ac.uk/bitstream/handle/2086/11125/Critical Investigation of Virtual Universities.pdf?sequence=1&isAllowed=y
[2] Bogino, V. I., Levchuk, A. N., & Petrov, Y. G. (2009). Information technology in collaboration support during personnel training and retraining. Management Systems and Machines, 2, 66–72.
[3] Hardman, D. (2010). Thinking psychological perspectives on reasoning, judgment and decision making. Wiley.
[4] Izvozchikov, V. A. (1991). Ionosphere educology. New learning information technologies. Saint-Petersburg.
[5] Kryukov, V. V. (2007). The corporate information environment of a higher educational institution: Methodology, models, solutions. Vladivostok: Dalnauka.
[6] Maystrenko, A. V., & Maystrenko, N. V. (2012). Information technologies in science, education, and engineering practice: study guide. Tambov: Tambov State Technical University Publishing House.
[7] Moravec, J. W. (2007). A New Paradigm of Knowledge Production in Minnesota Higher Education: A Delphi Study. ProQuest Information and Learning Company.
[8] Paderno, P. I., Burkov, Y. A., & Yevgrafov, V. G. (2011). Paired comparison consistency criterion. Information and Management Systems, 3, 56–60.
[9] Saaty, T. L. (1993). Decision making with the analytic hierarchy process. Moscow: Radio i svyaz (Radio and communication).
[10] Shahtalebi, S., Shatalebi, B., & Shatalebi, F. (2011). A Strategic Model of Virtual University. Procedia - Social and Behavioral Sciences, 28, 909–913. Retrieved February 23, 2016, from http://www.sciencedirect.com/science/article/pii/S1877042811026061
[11] Tymchenko, A. A., Trius, Y. V., Oksamytna, L. P., & Stetsenko, I. V. (2009). New approaches to the creation of a system of control and evaluation of the academic performance of higher educational institutions’ students. Information Technologies in Education, 4, 111–123. Retrieved from http://ite.kspu.edu/ru/issue-4/p-111-123
[12] Webster F. Theories of the information society. – Routledge, 2014.
[13] Liebowitz J., Frank M. (ed.). Knowledge management and e-learning. – CRC press, 2016.
[14] Moore M. G. (ed.). Handbook of distance education. – Routledge, 2013.
[15] Jones G., Sallis E. Knowledge management in education: Enhancing learning & education. – Routledge, 2013.
[16] Rennie F., Morrison T. E-learning and social networking handbook: Resources for higher education. – Routledge, 2013.
[17] Alâ€Qahtani A. A. Y., Higgins S. E. Effects of traditional, blended and eâ€learning on students' achievement in higher education //Journal of Computer Assisted Learning. – 2013. – Т. 29. – â„–. 3. – С. 220-234.
[18] Tsinidou, M., Gerogiannis, V., & Fitsilis, P. (2010). Evaluation of the factors that determine quality in higher education: an empirical study. Quality Assurance in Education, 18(3), 227-244
[19] Badri, M. A., & Abdulla, M. H. (2004). Awards of excellence in institutions of higher education: an AHP approach. International Journal of Educational Management,
[20] Button D., Harrington A., Belan I. E-learning & information communication technology (ICT) in nursing education: A review of the literature //Nurse Education Today. – 2014. – Т. 34. – №. 10. – С. 1311-1323.
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How to Cite
Kuzenbaev, B., Niyazova, R., & Kuzenbaevа, A. (2018). The Technology of the Learning Process Management Expert System in Higher Educational Institutions. International Journal of Engineering & Technology, 7(4.7), 283-291. https://doi.org/10.14419/ijet.v7i4.7.20563Received date: 2018-09-29
Accepted date: 2018-09-29
Published date: 2018-09-27