[1]贾泽露,刘耀林,张彤.GIS与可视化SDM技术集成问题探讨[J].南京师范大学学报(工程技术版),2004,04(04):037-42.
　JIA Zelu,LIU Yaolin,et al.Discussion on Integration of GIS and Visual Interactive Spatial Data Mining[J].Journal of Nanjing Normal University(Engineering and Technology),2004,04(04):037-42.
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GIS与可视化SDM技术集成问题探讨
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南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

卷:
04卷
期数:
2004年04期
页码:
037-42
栏目:
出版日期:
2004-12-30

文章信息/Info

Title:
Discussion on Integration of GIS and Visual Interactive Spatial Data Mining
作者:
贾泽露1;  2;  刘耀林2;  张彤3
1. 中南大学地质与环境工程学院, 湖南长沙410083;
2. 武汉大学资源与环境科学学院, 湖北武汉430079;
3. 美国圣地亚哥州立大学地理系, 美国圣地亚哥CA92182-4493
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
关键词:
GIS;  可视化;  空间数据挖掘;  交互;  集成
Keywords:
GIS;  geo- visualization;  spatial data mining;  interaction;  integration
分类号:
P208
摘要:
随着地理信息获取技术飞速发展 ,使得当前存储在空间数据库中的空间数据的深度和广度得到了前所未有的发展 .为了解决GIS目前面临的“数据爆炸但知识贫乏”的难题 ,在介绍GIS发展现状等相关问题、空间数据挖掘技术、可视化技术的基础上 ,分析了GIS中数据挖掘的过程、特点及其相关技术支持 ,探讨了可视化技术在GIS数据挖掘中的重要作用 .对GIS与可视化交互空间数据挖掘集成技术进行了初步的研究 ,分析阐述了GIS与SDM集成的必要性、集成模式和集成路线 ,提出了一个以GIS为中心的二者集成的体系结构 .
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.

参考文献/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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备注/Memo

备注/Memo:
作者简介: 贾泽露( 1977- ) , 土家族, 助教, 博士研究生, 主要从事GIS 的理论和信息系统智能化的教学与研究.E-mail: gis- zljia@ 163. com
通讯联系人: 刘耀林(1960- ) , 教授, 博士, 博士生导师, 主要从事地理信息系统的理论、方法和应用的教学与研究.E-mail : yaolin610@ 163. com
更新日期/Last Update: 2013-04-29