期刊文献+

数据仓库与数据挖掘研究进展 被引量:26

THE SURVEY OF THE RESEARCH ON DATA WAREHOUSE AND DATA MINING
在线阅读 下载PDF
导出
摘要 随着数据库应用从以事务处理为中心逐渐向以分析处理为中心转化,以数据仓库、联机分析和数据挖掘为中心的基于数据库的分析技术成为近几年来数据库界研究的热点。经过近十年的研究与应用,已经产生了很多的研究成果,建立了较扎实的理论基础,目前正在向与应用领域紧密结合(如流数据),对现有技术进一步改造方面发展。本文对近两年这几个方向上的研究成果进行了总结。 In the past most of database applications are transaction oriented. But today more and more applications are analysis oriented. That the reason so many researchers worked on data warehouse, OLAP and data mining. After near ten years hard work, the theory of these techniques has been studied. The base of further research has been formed. Now more and more work is around the method to solve the problems met in real application such as stream data. How to improve the technique used today are also hot topic today. In this paper we make a survey of these techniques.
作者 施伯乐 汪卫
出处 《计算机应用与软件》 CSCD 北大核心 2003年第11期10-12,53,共4页 Computer Applications and Software
  • 相关文献

参考文献40

  • 1Arvind Arasu, Brian Babcock,Shivnath Babu,Mayur Datar, Keith Ito,Itaru Nishizawa, Justin Roscnstein, Jennifer Widom, STREAM: The Stanford Stream Data Manager,Sigmod 2003,San Diego, California p.665.
  • 2Arvind Arasu, Hector Garcia-Molina, Extracting Structured Data from Web Pages,San Diego,Califomia p.665.
  • 3Abhinandan Das, Johannes Gehrke, Mirek Riedewald, Approximate Join Processing Over Data Streams, Sigmod 2003, San Diego, California p. 665.
  • 4Alin Dobra, Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi, Processing Complex Aggregate Queries over Data Streams, Sigmod 2002, Madison, Wisconsin.
  • 5Ashish Kumar Gupta, Dan Suciu Stream Processing XPath Quedes with Predicates,Sigmod 203,San Diego,California.
  • 6Andrew Witkowski,Srikanth Bellamkonda,Tolga Bozkaya,Gregory Dorman,Nathan Folkert,Abhinav Gupta,Lei Shen,Sankar Subramanian,Spreadsheets in RDBMS for OLAP,Sigmod 2003,San Diego,Califormia p.665
  • 7Brian Babcock,Chris Olston, Distributed Top-K Monitoring, Sigmod 2003,Sen Diego, California p.665.
  • 8Brian Babcock,Shivnath Babu,Mayur Datar, Rajeev Motwani,Chain:Operator Scheduling for Memory Minimization in Data Stream Systems, Sigmod 2003,San Diego, California.
  • 9Bertram Ludascher, Pratik Mukhopadhyay, Yannis Pspakoretentinou, A Transducer-Based XML Query Processor, VLDB2002, Hongkong.
  • 10C. Cortes, K, Fisher, D. Pregibon, A. Rogers, and F. Smith. Hancock: A language for extracting signatures from data streams. In Proceedings of the Sixth International Conference on Knowledge Discovery and Data Minging.Boston, Massachusetts, August 2000.

同被引文献70

引证文献26

二级引证文献67

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