期刊文献+

空间OLAP技术研究 被引量:2

Research on technology of spatial OLAP
下载PDF
导出
摘要 针对决策支持系统中空间数据可视化应用趋势,研究基于空间数据仓库的一种决策分析工具———在线分析处理,通过改进空间数据立方体的物化视图选择方法,并进行了实例分析,验证该方法的有效性和优越性,更好地解决空间OLAP响应时间延迟问题.进而扩展空间OLAP应用模型和模式,实现更加完备、灵活的空间OLAP操作功能. There now appears urgent need for embedding spatial data into decision support system(DSS) which provides spatial analytical function and visualization to user. This article investigates a decision analytical tool based on spatial data warehouse-Online analytical processing(OLAP). We mainly solve the serious problem of slow response time in spatial data cube operation by improving materialization view selection method. And then, an analysis example is given to test the efficiency of our work. Furthermore we enrich the spatial OLAP model and its application mode to realized more powerful and flexible spatial analytical functions.
作者 李一军 樊博
出处 《管理科学学报》 CSSCI 2003年第4期9-16,共8页 Journal of Management Sciences in China
基金 国家自然科学基金资助项目(70171013) 国家863计划资助项目(2001AA136010-08).
关键词 在线分析处理 空间数据立方体 空间数据仓库 物化视图选择 空间在线分析处理 on-line analytical processing(OLAP) spatial data cube spatial data warehouse materialization view selection spatial OLAP
  • 相关文献

参考文献12

  • 1Han Jiawei Kamber.Data Mining:Concepts and Technique[M].北京:机械工业出版社,2001.. 被引量:1
  • 2童云海,谢昆青,唐世渭.空间Cube计算方法[J].计算机工程与应用,2002,38(6):1-5. 被引量:4
  • 3Koperski Krzystaf. Mining knowledge in geographical data[J]. Communications of ACM, 1998, 4(2) : 1--3. 被引量:1
  • 4Han Jiawei, Stefanovic Nebojsa. Geominer: A system prototype for spatial data mining description of geominer system[J]. Communications of ACM, 1997, 4(9) : 553--554. 被引量:1
  • 5Haier Baazaoui, Zghal Samifciiz, Henda Ben Ghezala. Exploration techniques of the spatial data warehouses : Overview and application to incendiary domain[J]. IEEE Conference on Computer System, 2001, 7(3): 21--23. 被引量:1
  • 6Venky Harinarayan, Anand Rajaraman. Implementing data cubes efficiently [J ] . Communications of ACM SIGMOD International Conference, 1996, 5(1) : 205--216. 被引量:1
  • 7Zhang Chuan, Yao Xin, Yang Jian. An evolutionary approach to materialized views selection in a data warehouse environment[Jl. IEEE Transaction on System, Man,and Cybernetics, 2001, 8(31): 3--8. 被引量:1
  • 8L in Wen-yang, Kuo I-chung. OLAP data cubes configuration with genetic algorithms[J]. IEEE Transactionson Knowledge and Data Engineering, 2000, 2(5): 132--143. 被引量:1
  • 9Han Jiawei, Stefanovic Nebojsa. Selective materialization: A efficient method for spatial data cube construction [J]. Communications of ACM, 1998, 4(1): 7--12. 被引量:1
  • 10Stefanovic Nibojsa, Hart Jiawei, Kooerski Krzysztof. Object-based selective materialization for efficient implementation of spatial data cubes[J]. IEEE Transactions on Knowledge and Data Engineering, 2000, 12(6) : 2--7. 被引量:1

二级参考文献2

  • 1裴健 杨冬青 等.基于数字地图的空间联机分析处理和空间数据挖掘[J].中国图像图形学报,1999,4:59-63. 被引量:4
  • 2唐世渭 杨冬青 徐其钧 杨继国 谢昆青 裴健 陈伟毅.支持数字地球信息集成与共享的空间数据仓库体系结构[J].中国图像图形学报,1999,4:64-68. 被引量:3

共引文献3

同被引文献16

  • 1夏勇,王丽珍,胥玲芳,黄永平.澜沧江(湄公河)流域水资源空间数据仓库设计及实现[J].计算机工程与应用,2004,40(19):175-178. 被引量:4
  • 2王晓明,高勇,刘玉玲,邬伦.面向水环境管理的空间数据仓库构建[J].计算机应用研究,2005,22(11):195-197. 被引量:5
  • 3邹逸江.多维空间分析的关键技术——空间数据立方体[J].地理与地理信息科学,2006,22(1):12-16. 被引量:15
  • 4Irtishad Ahmad, Salman Azhar. Development of a decision support system using data warehousing to assist builders developers in site selection [ J ]. Automation in Construction,2004, (13) : 525-542. 被引量:1
  • 5Nebojsa Stefanovic, Jiawei Han, Krzysztof Koperski. Object-Based Selective Materialization for Efficient Impiementation of Spatial Data Cubes [ J ]. Transactions on Knowledge and Data Engineering, 2000, 12 (6) . 被引量:1
  • 6Anindya Datta, Helen Thomas. The cube data model: a conceptual model and algebra for on-line analytical processing in data warehouses [ J ]. Decision Support Systems, 1999, 27: 289-301. 被引量:1
  • 7Jiawei Han, Nebojsa Stefanovic, Krzysztof Koperski. Selective Materialization: An Efficient Method for Spatial Data Cube Construction [ J ]. Santa Barbara, CA: Advances in Digital Libraries Conf. (ADL98), 1998, (4) . 被引量:1
  • 8Nebojsa Stefanovic, Jiawei Han. Object-based selective materialization for efficient implementation of spatial data cubes [ J ]. IEEE Transactions on Knowledge Data Engineering. 2000, 12(6) : 938-958. 被引量:1
  • 9HANJW KAMBEM 范明 孟晓峰 译.数据挖掘:概念与技术[M].北京:机械工业出版社,2001.237-251. 被引量:27
  • 10AHMAD I, AZHAR S. Development of a decision support system using data warehousing to assist builders developers in site selection[J]. Automation in Construction, 2004 (13) : 525- 542. 被引量:1

引证文献2

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部