Title :
Research on GIS-based spatial data mining
Author :
Hongfei, Chen ; Xiaoyan, Wang
Author_Institution :
East China Inst. of Technol., Fuzhou, China
Abstract :
Combining with the characteristics of spatial data mining and the functions of geographic information systems, the paper presents a GIS-based spatial data mining model, which gives full play to the advantages of both them. And based on the model, the methods of discovering spatial association rules from GIS are presented. Based on the above-mentioned study, a specific instance of geographical data is provided to verify the effectiveness of the method.
Keywords :
data mining; geographic information systems; GIS-based spatial data mining; association rule; geographic information system; geographical data; Association rules; Geographic Information Systems; Lattices; Rail transportation; Rivers; Spatial databases; Association Rule; Concept lattice; Spatial Data Mining;
Conference_Titel :
Business Management and Electronic Information (BMEI), 2011 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-61284-108-3
DOI :
10.1109/ICBMEI.2011.5916946
