DocumentCode
2467755
Title
Research on Association Rules Based Fixed Point Theory
Author
Hua-ling, Liu ; Jian-guo, Zheng
Author_Institution
Glorious Sun Sch. of Bus. & Manage., Donghua Univ., Shanghai, China
fYear
2010
fDate
17-19 Dec. 2010
Firstpage
1322
Lastpage
1324
Abstract
Based on the fixed point theory of the complete lattice, we propose a theoretical framework on how to find out the association rule in a transactional datebase. The results show that finding a closed item set is a process of establishing a Galois contact and mining all the closed item sets is the way to find out all the fixed points of its closed Galois operator.
Keywords
data mining; database management systems; Galois contact; association rules; closed Galois operator; closed item set; complete lattice; fixed point theory; transactional database; Association rules; Itemsets; Lattices; Set theory; Association rule; Complete lattice; Data mining; Fixed point;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational and Information Sciences (ICCIS), 2010 International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-8814-8
Electronic_ISBN
978-0-7695-4270-6
Type
conf
DOI
10.1109/ICCIS.2010.327
Filename
5709527
Link To Document