Формування параметрів користувача в адаптивних системах навчання
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Файли
Дата
2018
Автори
Гнатчук, Є.Г.
Корольчук, А.І.
Іванов, О.В.
Hnatchuk, Y.
Korolchuk, A.
Ivanov, O.
Назва журналу
Номер ISSN
Назва тому
Видавець
Хмельницький національний університет
Анотація
В статті розглянуто принципи формування параметрів користувача в адаптивних системах навчання. На основі проведеного дослідження запропоновано модель формування параметрів користувача в адаптивних системах навчання, що ґрунтується на основі нечіткої логіки та дає можливість враховувати вимоги користувачів, а не тільки розробників курсів та викладачів. Це досягається за рахунок формування профілю користувача та врахування його при організації адаптивного навчання.
In the article the principles of the formation of user parameters in adaptive learning systems are considered. On the basis of the conducted research, the model of the formation of user parameters in adaptive learning systems is proposed based on fuzzy logic and allows users to take into account the requirements of the users, and not only the course developers and teachers. This is achieved by forming a user profile and taking into account it when organizing adaptive learning. Construction of models of close reflections of a person and their use in computer systems of future generations today represents one of the most important problems of science. The necessity of making decisions in the conditions of limited resources, uncertainty, inaccuracies, and fuzziness in a number of practical applications in most cases leads to problems of applying precise classical approaches. On the basis of the conducted research, the model of the formation of user parameters in adaptive learning systems is proposed based on fuzzy logic and allows users to take into account the requirements of the users, and not only the course developers and teachers. This is achieved by forming a user profile and taking into account it when organizing adaptive learning. The proposed model provides an opportunity to improve the process of collecting information about the user to form his profile in adaptive learning systems. On the basis of the proposed model in future research, it is planned to develop a method for forming user parameters in adaptive learning systems.
In the article the principles of the formation of user parameters in adaptive learning systems are considered. On the basis of the conducted research, the model of the formation of user parameters in adaptive learning systems is proposed based on fuzzy logic and allows users to take into account the requirements of the users, and not only the course developers and teachers. This is achieved by forming a user profile and taking into account it when organizing adaptive learning. Construction of models of close reflections of a person and their use in computer systems of future generations today represents one of the most important problems of science. The necessity of making decisions in the conditions of limited resources, uncertainty, inaccuracies, and fuzziness in a number of practical applications in most cases leads to problems of applying precise classical approaches. On the basis of the conducted research, the model of the formation of user parameters in adaptive learning systems is proposed based on fuzzy logic and allows users to take into account the requirements of the users, and not only the course developers and teachers. This is achieved by forming a user profile and taking into account it when organizing adaptive learning. The proposed model provides an opportunity to improve the process of collecting information about the user to form his profile in adaptive learning systems. On the basis of the proposed model in future research, it is planned to develop a method for forming user parameters in adaptive learning systems.
Опис
Ключові слова
адаптивні системи навчання, параметри користувача, нечітка штучна нейронна мережа, лінгвістичний терм, нечіткі правила, adaptive learning systems, user parameters, fuzzy artificial neural network, linguistic term, fuzzy rules
Бібліографічний опис
Гнатчук Є. Г. Формування параметрів користувача в адаптивних системах навчання [Текст] / Є. Г. Гнатчук, А. І. Корольчук, О. В. Іванов // Вимірювальна та обчислювальна техніка в технологічних процесах. – 2018. – № 2. – С. 80-86.