The application of Computer Culture Basis test system based on DS-rough set and SPA fuzzy clustering

Author

Liu, Yunjie

Author_Institution

Coll. of Comput. & Inf. Sci., Chongqing Normal Univ., Chongqing, China

fYear

2012

fDate

29-31 May 2012

Firstpage

468

Lastpage

472

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);

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on

Conference_Location

Sichuan

Print_ISBN

978-1-4673-0025-4

Type

conf

DOI

10.1109/FSKD.2012.6234073

Filename

6234073