Title :
An Integration of Fuzzy theory and ISM for Concept Structure Analysis with Application of Learning MATLAB
Author :
Yih, Jeng-Ming ; Lin, Yuan-Horng
Author_Institution :
Nat. Taichung Univ., Taichung
Abstract :
The purpose of this study is to provide an integrated method of fuzzy approach for individualized concept structure analysis. This method integrates algorithm of fuzzy logic model of perception (FLMP) and interpretive structural modeling (ISM). The combined algorithm could analyze the individualized concepts structure based on comparisons with expert. The authors provide the empirical data analysis of concepts on using MATLAB for university students. The results show that students with different response patterns and total score own varied concept structures. Based on the findings and results, some suggestions and recommendations for future research are provided.
Keywords :
computer aided instruction; fuzzy logic; fuzzy set theory; MATLAB; concept structure analysis; fuzzy logic model of perception; fuzzy theory; interpretive structural modeling; Algorithm design and analysis; Cities and towns; Cognition; Data analysis; Electronic learning; Fuzzy logic; Information analysis; MATLAB; Mathematical model; Prototypes;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-2994-1
DOI :
10.1109/IIHMSP.2007.4457683
