智能型数据挖掘工具的设计与实现  

Design and Implementation of an Intelligent Data Mining Tool

作　　者：刘君强 王勋 孙晓莹 

机构地区：[1]杭州商学院,杭州310035

出　　处：《计算机工程与应用》2003年第17期195-197,共3页Computer Engineering and Applications

基　　金：浙江省自然科学基金(编号:602140);浙江省教育厅科技计划(编号:20020635)

摘　　要：数据挖掘技术具有广阔的应用前景,研发具有独立知识产权的数据挖掘系统很有必要。SmartMiner是以在数据挖掘算法研究和专家系统研究中取得的成果为基础,提出的智能型数据挖掘工具。SmartMiner提出了挖掘作业描述语言MDL和挖掘任务模型脚本语言,设计了挖掘向导、可视化向导和挖掘任务模型,集成了数据仓库管理功能,挖掘引擎具有智能性,体系结构开放并可扩展。SmartMiner已经集成到一个大型商业连锁企业的经营决策系统中。Data mining technology has a prosperous future in rea l world applications.Research and development into data mining software system w ith independent intellectual right is very important in China.Such a system called Smart-Miner is proposed based on the research fulfillments in data minin g algorithms and expert systems achieved by the writers.SmartMiner presents a mining definition language,MDL,and a script language that describes mining s cenarios.SmartMiner develops a mining wizard and a visualization wizard,and in tegrates data warehousing functionalities.Its min-ing engine has a kind of int elligence in that it employs heuristics to select algorithms and to adjust envi ronment set-tings,and its architecture is open since the modules follow the C OM standard.SmartMiner has been incorporated into a decision support system for a franchising business company.

关 键 词：知识发现 数据挖掘 软件系统 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论] TP391[自动化与计算机技术—计算机科学与技术]