Title :
Method development about spatial data mining and its problem analysis
Author_Institution :
Sch. of Surveying & Land Inf. Eng., Henan Polytech. Univ., Jiaozuo, China
Abstract :
The people gain more and more spatial data as spatial information technologies develop especially Remote Sensing technology and surveying and Mapping technology, database technology, network technology. But there is a bizarre phenomenon that “data rich, knowledge lack”. For the sake of solving the problem, we must carry through spatial data mining, therefore it is very important to spatial data mining. The paper researches two aspects that are methods and problems of spatial data mining. The paper studies characteristic and using range of every kind method and points out localization and fault about spatial data mining at present; detailed works over existing problems of spatial data mining now, educes that spatial data mining is faultiness and needs more research.
Keywords :
data mining; database technology; network technology; problem analysis; remote sensing; spatial data mining; spatial information technologies; Algorithm design and analysis; Data mining; Data models; Educational institutions; Remote sensing; Spatial databases; Support vector machines; Analysis; Method; Problem; Spatial Data Mining;
Conference_Titel :
Electronics and Optoelectronics (ICEOE), 2011 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-61284-275-2
DOI :
10.1109/ICEOE.2011.6013197