DocumentCode
2123045
Title
An Algorithm of Spatial Association Rule Mining Based on Concept Lattice
Author
Yin, Guo-Cheng
Author_Institution
Guangling Coll., Yangzhou Univ., Yangzhou, China
fYear
2009
fDate
20-22 Sept. 2009
Firstpage
1
Lastpage
4
Abstract
An algorithm about spatial association rule mining which is based on concept lattice is presented. Firstly, a concept lattice (a concept hierarchy) diagram is given, Moreover, databases and selected, transform spatial data into attribute data by generalizing spatial are introduced. Then the method of build spatial concept lattice by using: generalize spatial relationships into attribute relationships is given. Finally, an improvement algorithm of spatial association rule mining based concept lattice is offered and the experiment results show the algorithm is effective.
Keywords
data mining; visual databases; concept hierarchy; concept lattice; spatial association rule mining; Association rules; Autocorrelation; Data mining; Educational institutions; Feature extraction; Information analysis; Lattices; Spatial databases; Spatiotemporal phenomena; Transaction databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-4638-4
Electronic_ISBN
978-1-4244-4639-1
Type
conf
DOI
10.1109/ICMSS.2009.5302901
Filename
5302901
Link To Document