VegaMinerPOI: A spatial data mining system for POI datasets

During the past few years Special-purpose data mining systems have drawn great attraction in research and industry area for their application into real environments. In this paper, a new scalable spatial data mining architecture for POI(Points of Interest) datasets has been proposed on VegaGIS 3.0 platform to design and develop a professional spatial data mining system. Our research covers a wide spectrum of knowledge discovery, including: knowledge discovery and data mining process model, interface standards and language standards. The interface and architecture of some commercial spatial data mining system such as Oracle Data Mining (ODM) are also examined.