Paper Info
Title
The application of Computer Culture Basis test system based on DS-rough set and SPA fuzzy clustering
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.
Year
DOI
Venue
2012
10.1109/FSKD.2012.6234073
FSKD
Keywords
Field
DocType
rough set theory,fuzzy set theory,spa fuzzy clustering method,pattern clustering,set pair analysis,set pair analysis(spa),decision making,social aspects of automation,educational courses,decision making environment,teaching,clustering analysis,ds-rough set analysis,computer culture basis test system,ds-rough sets,rational judgment,student achievements,comprehensive evaluation,teaching program,fuzzy clustering,computational modeling,cluster analysis,rough set
Decision-making models,Fuzzy clustering,Pattern clustering,Computer science,Fuzzy set,Rough set,Artificial intelligence,Cluster analysis,Machine learning
Conference
Volume
Issue
ISBN
null
null
978-1-4673-0025-4
Citations 
PageRank 
References 
0
0.34
2
Authors
1
Name
Order
Citations
PageRank
Yunjie Liu1152.05