Methodology of creation of the expert system of integrated diagnostics and control of the studies quality

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Authors:

N.О. Rizun, Candidate of Technical Sciences, Senior Lecturer, Alfred Nobel Dnipropetrovsk University, Senior Lecturer of the Department of Economic Cybernetics and Mathematical Methods in Economics, Dnipropetrovsk, Ukraine

Abstract:

Purpose. To increase the quality of teaching and efficiency of education due to the development and introduction of expert system of integrated diagnostic and quality control of self-maintained and class work in the higher education institution.

Methodology. The research methodology is based on the system analysis of complex systems and the theory of pattern identification.

Findings. The following research results have been obtained: formalization of methods of system analysis and study content structuring, which provides the compact storage and quick search of any packages of portions of correlated content forms; development of the model of integrated diagnostic of the studies quality with the use of pattern identification for intellectual analysis of the rate of independent, current and total learning of study material; to the effectiveness of students’ individual work organization; to the quality of reverse connection organization (indicators of reliability and validity of test material).

Originality consists in the statement and resolution of the problem of improving the instruments of diagnostics and quality control of education in the higher education institution – by means of reasoning the appropriateness and effectiveness of using four criteria of integrated diagnostic of education quality, namely of the criterion of quantity level of study material learning and criteria of quality level of learning. There are three indices of the quality: the index of correlation between the rows of real and standard time, which is spent on the right test answer; the index of displacement of the testing tasks sequence relatively to the set order of their displaying; the index of testing tasks selection for the repeated answering.

Practical value of the work consists in forming the expert knowledge base and the algorithm of intellectual support of decision making for determination of the most effective forms of study work and study elements. These elements require specific forms of explanation and setting as well as the possibility of automated adjustment of the current lectures’ slide-summary or some portions of practice (laboratory) works. The concept of the maximum effective integration of expert system into the study informational sphere among Ukrainian higher educational institutions is offered. The expert system, which realizes the authors’ methodology, is fulfilled at the department of Department of Economic Cybernetics and Mathematical Methods in Economics in the Dnipropetrovsk Alfred Nobel University. This system’s approbation by means of organizing the study process in the core subjects for students of II–IV courses (field 6.030502 – “Economic Cybernetics”) during two semesters allowed to increase students’ absolute progress in average by 10–15%.

References:

1. Brusilovsky, P., “Adaptive and Intelligent Technologies for Web-based Education”, In C. Rollinger and C. Peylo (eds.), Special Issue on Intelligent Systems and Teleteaching, Konstliche Intelligenz, no.4, pp. 19–25.

2. Атанов Г.А. Диагностика знаний, умений с помощью экспертных систем; Учебное пособие для студентов физического факультета / Г.А. Атанов, И.Н. Пустынникова – Донецк: ДонГУ. – 1997. – 64 с.

Atanov, G.A. and Pustinnikova, I.N. (1997), Diagnostika znaniy umeniy s pomoshchyu ekspertnykh sistem [Diagnostics of Knowledge / Skills with the Help of Expert Systems], Tutorial for physical faculty students, DonNU, Donetsk, Ukraine.

3. Рыбина Г.В. Разработка и использование обучающих интегрированных экспертных систем в учебном процессе / Рыбина Г.В. // Российская научно-методическая конференция „Совершенствование подготовки IT-специалистов по направлению прикладная информатика на основе инновационных технологий и E-Learning“. Сб. научных трудов. – М.: МЭСИ – 2007 – С. 219–226.

Rybina, G.V. (2007), “Development and use of teaching integrated expert systems in the study process”, Proc. of Russian Scientific Methodological Conference “Development of the preparation of IT-specialists in the sphere of applied informatics on the basis of innovation technologies and и E-Learning”, MESI, Moscow, pp. 219–226.

4. Патент на корисну модель №3619U. Україна: 7G09B7/07. Спосіб побудови адаптивної системи навчання. / О.В. Ермоленко, В.І. Ковальов, А.І. Лисной, О.А. Серков; заявник та патентовласник: Національний технічний університет „Харківський політехнічний інститут“. – №2004010029; заявл. 08.01.2004; опубл. 15.12.2004, Бюл. 12, 2004 р.

Ermolenko, О.V., Kovaliov, V.І., Lisnoy, А.І. and Serkov, О.А. The way of creating an adaptive study system: efficient model license no.3619U. Ukraine: 7G09B7/07; The declarant and license owner: National Technical University “Kharkov polytechnic institute”. – №2004010029, declared January 8, 2004, published December 15, 2004, bulletin 12, 2004.

5. Kudryavtsev, V.S., Waschik, K., Strogalov, A.S., Aliseytshik, P.A., and Peretruchin, V.V. (1996), “Educational computer system of automatic machine type”, In the book: Problems of theoretic cybernetics, Publishing center RSHU, Moscow, p. 111.

6. Хмелёв А.Г. Нейросетевые технологии в системах автоматизированного контроля знаний студентов / Хмелёв А.Г. // XVI Всеукраїнська науково-методична конференція „Проблеми економічної кібернетики“, 14–16 вересня 2011 р. – Одесса, C.120–125.

Khmelev, А.G. (2011), “Neuronet technologies in the systems of automated students’ knowledge control”, Proc. of the XVI All-Ukrainian Scientific Methodological Conference “Problems of Economical Cybernetics”, 14th – 16th September 2011, Odessa, pp. 120–125.

7. Патент на винахід № 97149 Україна: G06F 7/04 (2006.01). Спосіб виміру рівня знань учнів при комп’ютерному тестуванні. / Холод Б.І., Тараненко Ю.К., Ризун Н.О; замовник та патентовласник: ЗАТ „Дніпропетровський університет економіки та права“. – № a200912950; заявл. 14.12.2009; опубл. 10.01.2012, Бюл. № 1, 2012. – 11 с.

Kholod, B.I. Taranenko, Yu.K. and Rizun, N.О. The way of measuring students’ knowledge level by means of computer testing: license № 97149 Ukraine: IPC G06F 7/00 (2006.01); Declarants and license owners: Kholod, B.I., Taranenko Yu.K., Rizun N.О., № a200912950, declared December 14, 2009, published. January 1, 2012, bulletin no.1, 2012, 11 p.

8. Ризун Н.О. Эвристический алгоритм совершенствования технологии оценки качества тестовых заданий / Ризун Н.О. // „Східно-Європейський журнал передових технологій“. – №3/11 (45) – 2010 – C.40–49.

Rizun, N.О. (2010), “Heuristic algorithm of improvement of evaluation technology for the testing quality”, Eastern-European Journal of Advanced Technologies, no.3/11 (45), pp. 40–49.

9. Патент на корисну модель 64873 Україна: МПК G06F 7/00. Система навчання із застосуванням комп’ютерного тестування. /Різун Н.О, Тараненко Ю.К., Тарнопольський О.Б., Холод Б.І. ; замовник та патентовласник: Ризун Н.О., Тараненко Ю.К., Тарнопольський О.Б., Холод Б.І. – № u 201104040; заявл. 04.04.2011; опубл. 25.11.2011; Бюл. № 22/2011. – 31 с.

Rizun, N.О., Taranenko, Y.K., Tarnapolsky, O.B. and Cholod, B.І., The study system with the use of computer testing. [Text]: efficient model license 64873 Ukrane: IPC G06F 7/00; Declarants and license owners: Rizun, N.О., Taranenko, Y.K., Tarnapolsky, O.B. and Cholod, B.І. no.u201104040, declared April 4, 2011, published. November 25, 2011, bulletin no.22/2011, 31 p.

10. Ризун Н.О. Теоретические основы построения научно-инновационного многоуровневого комплекса интенсификации учебного процесса в ВУЗе (аспект формализации подсистем) / Різун Н.О. // Вісник НТУ „ХПІ“. Збірник наукових праць. Тематичний випуск: Нові рішення в сучасних технологіях. – Харків: НТУ „ХПІ“. – 2011. – № 33. – С. 83–101.

Rizun N.О. (2011), “Theoretical bases of building the scientific innovative multilevel complex of study process intensification (aspect of subsystems formalization)”, Visnyk NTU “KhPI”, Thematic issue: New Solutions in the Modern Technologies, issued by NTU “KhPI”, Kharkov, no.33. pp. 83–101.

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