Title :
The application of Computer Culture Basis test system based on DS-rough set and SPA fuzzy clustering
Author_Institution :
Coll. of Comput. & Inf. Sci., Chongqing Normal Univ., Chongqing, China
Abstract :
In real life, because of the complexity of decision-making environment, traditional method of clustering analysis and decision making models have been unable to the solve problem effectively, which is needed to combine with other methods for comprehensive evaluation. This paper is based on SPA fuzzy clustering and DS-rough set analysis applied to Computer Culture Basis test system to help teacher make rational judgment with the achievements of student. First we describe the DS- rough set with the scores of students in the system and analysis the scores of 5 modules with SPA fuzzy clustering method, respectively. Finally it is convenient to develop a reasonable teaching program according to the clustering results.
Keywords :
decision making; educational courses; fuzzy set theory; pattern clustering; rough set theory; social aspects of automation; teaching; DS-rough set analysis; SPA fuzzy clustering method; comprehensive evaluation; computer culture basis test system; decision making environment; rational judgment; set pair analysis; student achievements; teaching program; Analytical models; Computational modeling; Computers; Decision making; Educational institutions; Standards; Computer Culture Basis test system; DS-rough sets; clustering analysis; set pair analysis(SPA);
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234073
