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prognostication of the educational content
consulting models
fuzzy logic
model of decision making
Mamdani’s and Sugeno fuzzy system

How to Cite

I. M. Tsidylo, “THE MODEL OF UNCLEAR EXPERT SYSTEM OF PROGNOSTICATION THE CONTENT OF EDUCATION”, ITLT, vol. 32, no. 6, Dec. 2012, doi: 10.33407/itlt.v32i6.769.


The article deals with the problem of development of the expert system of prognostication of the educational content by means of fuzzy logic. It was the model of making decision by the group of experts in accordance to meaningfulness of the theme in the educational programme on the base of the hierarchical system that combines in itself the use of both unclear and stochastic data. The structure of the unclear system, function and mechanisms of construction of separate blocks of the model are described. The surface of review of the unclear system represents dependence of estimation of the theme meaningfulness on the level of competence of group of experts and size to the point at the permanent value of level’s variation. The testing of the controller on a test selection proves the functional fitness of the developed model.
PDF (Ukrainian)


Гершунский Б. С. Прогнозирование содержания обучения в техникумах : учебно-метод. пособие / Б. С. Гершунский. — М. : Высш. школа, 1980. — 144 с.

Дубовой В. М. Моделі прийняття рішень в управлінні розподіленими динамічними системами : монографія / В. М. Дубовой, О. О. Ковалюк. — Вінниця : УНІВЕРСУМ, 2008. — 185 с.

Цідило І. М. Нечіткість та невизначеність: опис, вимірювання і способи вирішення в моделюванні педагогічних явищ / І. М. Цідило // Інформаційні технології і засоби навчання. — 2012. — № 5(31) [Електронний ресурс]. — Режим доступу :

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