A new method for learning barriers diagnosis based on fuzzy rules

被引:3
作者
Bai, Shih-Ming [1 ]
Chen, Shyi-Ming [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan
来源
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2008年
关键词
learning problems diagnosis; learning barriers analysis; learning barrier detection; learning guidance; fuzzy rules;
D O I
10.1109/ICMLC.2008.4620939
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, some methods have been presented for diagnosing learning problems of learners for adaptive learning systems. In this paper, we present a new method to diagnose learning barriers based on fuzzy rules. The proposed method evaluates the learning degree and infers the probability of learning barriers of the learner based on fuzzy rules. It provides a useful way to diagnose the learning barriers of the learners in adaptive learning systems.
引用
收藏
页码:3090 / 3095
页数:6
相关论文
共 10 条
[1]  
Agrawal R., 1994, Proc. 20th Int. Conf. Very Large Data Bases, V1215, P487
[2]  
[Anonymous], P 2006 WORLD AUT C B
[3]   Diagnosys - A knowledge-based diagnostic test of basic mathematical skills [J].
Appleby, J ;
Samuels, P ;
TreasureJones, T .
COMPUTERS & EDUCATION, 1997, 28 (02) :113-131
[4]   Evaluating students' learning achievement using fuzzy membership functions and fuzzy rules [J].
Bai, Shih-Ming ;
Chen, Shyi-Ming .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (01) :399-410
[5]  
CHEN NS, 2001, P 12 INT INF MAN AC
[6]  
HSU CS, 1998, P 7 INT C COMP ASS I, P602
[7]  
Hwang GJ, 2003, J INF SCI ENG, V19, P229
[8]  
LEE CH, 2008, EXPERT SYST IN PRESS
[9]  
POPHAM WJ, 1999, CLASSROOM ASSESSMENT, P222
[10]   FUZZY SETS [J].
ZADEH, LA .
INFORMATION AND CONTROL, 1965, 8 (03) :338-&