A web-based intelligent tutoring system for a basic control course

被引：8
|
作者：
Ozek, Muzeyyen Bulut [1 ]
Akpolat, Zuhtu Hakan [1 ]
Orhan, Ahmet [2 ]
机构：
[1] Firat Univ, Dept Elect & Comp Sci, TR-23119 Elazig, Turkey
[2] Firat Univ, Dept Elect Elect Engn, TR-23119 Elazig, Turkey
来源：
COMPUTER APPLICATIONS IN ENGINEERING EDUCATION | 2013年 / 21卷 / 03期
关键词：
intelligent tutoring systems; individual learning; uncertainty; type-2 fuzzy logic; FUZZY-LOGIC; STUDENT; INDEX;
D O I：
10.1002/cae.20501
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The most important feature of the intelligent tutoring systems (ITS), one of the most popular study topics of recent years, is that it provides an opportunity for individual learning by taking students' individual differences into account. In order to be able to realize this feature, it is necessary that the system recognizes students well. The process of recognizing student is performed as a result of observations which ITS applies on students. A number of uncertainties arise during these observations. In order to minimize learning uncertainties and create a productive and effective ITS, type-2 fuzzy logic, one of the artificial intelligence techniques, is used in the system developed in this study. In order to show the effectiveness of the developed web-based ITS, it is applied to the teaching of a basic Control Course. The educational evaluation of the system is presented in the paper. (c) 2011 Wiley Periodicals, Inc. Comput Appl Eng Educ 21: 561-571, 2013
引用
收藏
页码：561 / 571
页数：11
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