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Discussion on Integration of GIS and Visual Interactive Spatial Data Mining(PDF)

南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

Issue:
2004年04期
Page:
37-42
Research Field:
Publishing date:

Info

Title:
Discussion on Integration of GIS and Visual Interactive Spatial Data Mining
Author(s):
JIA Zelu 1; 2; LIU Yaolin2; ZHANG Tong3
1.School of Geology and Environmental Engineering, Central South University, Changsha 410083, China; 2.School of Resource and Environmental Science,Wuhan University, Wuhan 430079, China; 3.Department of Geography, San Diego State University, San Diego CA92182—4493, USA
Keywords:
GIS;  geo- visualization;  spatial data mining;  interaction;  integration
PACS:
P208
DOI:
-
Abstract:
Geo-spatial data have become much easier to collect with the techniques for gathering geographic information deve-l oping rapidly. These techniques have created and are creating dig ital data in spatial database in which the capacity of data is increasing exponentially. This paper analyses the process, characteristics and technology of data mining in GIS, discusses the importance of geo-visualization in data mining, and studies the integration of GIS and visual interactive spatial data mining. Besides, the paper expatiates the mode and route for the integration and a system framework for the integration of GIS and SDM has been proposed.

References:

[ 1] 吴信才. 地理信息系统的基本技术与发展动态[ J] . 地球科学, 1998, 23( 4) : 329- 333.
[ 2] 唐新明, 吴岚. 时空数据库模型和时间地理信息系统框架[ J] . 遥感信息, 1999, ( 1) : 11- 15.
[ 3] 沈琳琳, 陈洪亮. 地理信息系统发展前沿展望[ J] . 微型电脑应用, 1999, 15( 6) : 5- 7.
[ 4] 李云芝, 秦大国. 当前GIS 发展趋势的几个关键问题 [ J] . 系统工程与电子技术, 1999, 21( 12) : 96 -97.
[ 5] Koperski K, Han J. Discovery of Spatial Association Rules in Geographic Information Databases [ A] . Advances in Spatial Databases[ C] . Berlin: Proc of 4th Symp, SSD. 95, Springer- Verlag, 1995. 47 -66
[ 6] Miller H J, Han J. Geographic Data Mining and Knowledge Discovery: An Overview[ A] . Miller H J, Han J. Geographic Data Mining and Knowledge Discovery [ C] . London: Taylor and Francis, 2001.
[ 7] YuanM, Buttenfield B, Gahegan M, et al . Geospatial Data Mining and Knowledge Discovery[ A] . A UCGIS White Paper on Emergent Research Themes [ C] . URL: http: / /www. ucgis. org/ emerging/ , 2001.
[ 8] Openshaw S. Geographical Data Mining: Key Design Issues [ A] . Proc. GeoComputation 99[ C] . 4th International Conference on GeoComputation, 1999.
[ 9 ] Koperski K, Adhikary J, Han J. Spatial Data Mining: Progress and Challenges- Survey Paper [ A] . SIGMOD. 96 Workshop on Research Issues on Data Mining and Knowledge Discovery ( DMKD. 96) [ C] . Canada: Montreal, 1996.
[ 10] MacEachren A M. In Geography. s Inner Worlds: Pervasive Themes in Contemporary American Geograph [ M] . New Brunswick NJ: Rutgers University Press, 1992. 99 -137.
[ 11] Gahegan M, Wachowicz M, Harrower M, et al. The Integration of Geographic Visualization with Knowledge Discovery in Databases and Geocomputation[ A] . Cartography and Geographic Information Systems[ C] . 2001.
[ 12] Ankerst M, Elsen C, Ester M, et al. Visual Classification: An Interactive Approach to Decision Tree Construction[ A] . KDD. 99 Proceedings of Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining[ C] . 1999. 392 -396.
[ 13] MacEachren A M, Wachowicz M, Edsall R, et al. Constructing Knowledge from Multivariate Spatiotemporal Data: Integrating Geographic Visualization ( GVis) with Knowledge Discovery in Databases ( KDD) [ J] . International Journal of Geographic Information Science, 1999, 13( 4) : 311- 334.
[ 14] 杜明义, 吉寿松, 郭达志. 基于空间数据仓库的数据采掘[ J] . 计算机工程与应用, 2000, 36( 4) : 32- 34.
[ 15] 袁红春, 熊范纶, 淮晓永. 空间数据挖掘及其与智能系统的集成框架[ J] . 信息与控制, 2002, 31 ( 4) : 304- 309.
[ 16] 张瑞菊, 陶华学. GIS 与空间数据挖掘技术集成问题的研究[ J] . 勘察科学技术, 2003, ( 2) : 21- 24.
[ 17] 石教英, 蔡文立. 科学计算可视化算法与系统[M] . 北京: 科学出版社, 1996.

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Last Update: 2013-04-29