DocumentCode
3457940
Title
An Integrated Concept Diagnosis Based on Polytomous IRS and Learning Styles with Application in Fraction Subtraction Assessment
Author
Lin, Yuan-Horng ; Yu, Sen-Chi
Author_Institution
Nat. Taichung Univ., Taichung, Taiwan
fYear
2009
fDate
7-9 Dec. 2009
Firstpage
1152
Lastpage
1155
Abstract
An integrated approach on concept diagnosis is investigated in this study. Polytomous item relational structure (PIRS) is developed so that it is beyond the limitation of dichotomous items. Besides, student problem chart (S-P chart) is used to classify examinee into proper learning style. The integrated methodology of PIRS and S-P chart could display features of concept structures for each learning style. Features of concept structures for each learning style will demonstrate information of concept diagnosis. An empirical testing data of fraction subtraction for pupils is analyzed. Results show this integrated methodology will be useful for remedial instruction.
Keywords
education; fuzzy set theory; learning (artificial intelligence); matrix algebra; pattern clustering; S-P chart; concept diagnosis; fraction subtraction assessment; learning styles; polytomous IRS; polytomous item relational structure; pupils; remedial instruction; Displays; Graphics; Mathematics; Psychology; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on
Conference_Location
Kaohsiung
Print_ISBN
978-1-4244-5543-0
Type
conf
DOI
10.1109/ICICIC.2009.91
Filename
5412420
Link To Document