Title :
A Research about Spatial Association Rule Mining Based on Concept Lattice
Author :
Chen, Jiangping ; Huang, Fei ; Wang, Rong ; Jin, Yi ; Bian, Fuling
Author_Institution :
Sch. of Remote Sensing & Inf. Eng., Wuhan Univ., Wuhan
Abstract :
This paper puts forward an algorithm about spatial association rule mining which is based on concept lattice. Firstly, spatial data and their relationships are abstracted into a generic relationship database. Then we can build the spatial concept lattice by the method of mining association rules in the relationship database. At last an improvement algorithm of spatial association rule mining based concept lattice was offered. In the end, the experimental result is given and it is proven that it is effective.
Keywords :
data mining; concept lattice; generic relationship database; spatial association rule mining; spatial data; Association rules; Buildings; Data analysis; Data mining; Data structures; Data visualization; Lattices; Remote sensing; Spatial databases; Visual databases;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.1466
