Title :
A study of spatial data mining architecture and technology
Author :
Yueshun, He ; Wei, Xu
Author_Institution :
East China Inst. of Technol., Nanchang, China
Abstract :
Spatial data mining is to extract implicit knowledge, spatial relations as well as other non-explicitly information which included in the spatial database but it exist with other model from the spatial database. Due to the complexity of spatial data and its application of the professional, and it gives challenges to spatial data mining. In the paper, the characteristics of spatial datum were analyzed, and the distinctions were presented between spatial data and the traditional relationship data, the traditional data mining processes and architecture were Analyzed and improved, A new process and architecture were presented for spatial datum data mining based on data warehouse, On the basis of the work, we design a prototype system for data mining of the spatial datum, We resolved and implemented the synergetic work in ingenious between the layers of the prototype system and between the components in the layer by the four-tier of J2EE architecture, Also, an implementation method was presented for the key technology.
Keywords :
data mining; data warehouses; knowledge acquisition; software architecture; visual databases; J2EE architecture; data warehouse; knowledge extraction; spatial data mining architecture; spatial data mining technology; spatial database; Data mining; Data warehouses; Electronic mail; Geographic Information Systems; Helium; Information analysis; Prototypes; Relational databases; Space technology; Spatial databases; J2EE; Spatial date; architecture; data mining;
Conference_Titel :
Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4519-6
Electronic_ISBN :
978-1-4244-4520-2
DOI :
10.1109/ICCSIT.2009.5234974