DocumentCode
2539318
Title
The research on spatio-temporal data model and related data mining
Author
Ren, Jia-dong ; Bao, Jie ; Huang, Hui-yu
Author_Institution
Yanshan Univ., Qinhuangdao, China
Volume
1
fYear
2003
fDate
2-5 Nov. 2003
Firstpage
37
Abstract
In this paper we present a moving spatio-temporal data model based on the spatio-temporal data types, utilizing the benefits of object-relational database systems. In particular, we emphasize on the aspect of data mining in such a data model. The task of spatio-temporal data mining, such as a series of spatio-temporal rules and similar trajectories analysis, are discussed. We also discuss some techniques that can be adopted to improve the performance of spatio-temporal data mining.
Keywords
data mining; data models; database management systems; object-relational database systems; spatio-temporal data mining; spatio-temporal data model; trajectories analysis; Data mining; Data models; Database systems; Electronic mail; Geometry; Relational databases; Solid modeling; Spatial databases; Transaction databases; Transportation;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/ICMLC.2003.1264438
Filename
1264438
Link To Document