Title :
The Key Technologies Research of Spatial Data Mining Based on the GIS Grid Services
Author :
Fan, Wenyou ; Luo, Wenfen
Author_Institution :
Fac. of Inf. Eng., China Univ. of Geosci., Wuhan, China
Abstract :
With the increasing of space resources on the Internet, we need a higher demand on the spatial data sharing and knowledge discovery for the heterogeneous distributed data, but the WebGIS only can provide the parts of space resources sharing. In order to solve this problem, in this paper we put forward a solution which used for the spatial data mining and knowledge discovery in the grid environment, and analyzed the software architecture of spatial data mining system based on GIS grid services, and expounded the key technologies of space data mining based on the GIS grid services by the numbers. At the same time we improved the corresponding the solutions on the key technologies.
Keywords :
Web services; data mining; geographic information systems; grid computing; software architecture; GIS grid services; Internet; WebGIS; heterogeneous distributed data; knowledge discovery; software architecture; space resources sharing; spatial data mining; spatial data sharing; Data engineering; Data mining; Geographic Information Systems; Geology; Humans; Knowledge engineering; Middleware; Relational databases; Space technology; Web and internet services;
Conference_Titel :
Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4507-3
Electronic_ISBN :
978-1-4244-4507-3
DOI :
10.1109/CISE.2009.5366396