| 基于MVC架构的数据挖掘平台的设计与实现 |
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| 引用本文： | 叶苏南,彭宏,覃姜维.基于MVC架构的数据挖掘平台的设计与实现[J].计算机工程与设计,2010,31(5). |
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| 作者姓名： | 叶苏南 彭宏 覃姜维 |
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| 作者单位： | 华南理工大学计算机科学与工程学院,广东,广州,510006 |
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| 基金项目： | 广东省自然科学基金项目，广州市科技攻关基金项目 |
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| 摘 要： | 为了增强数据挖掘软件各功能模块的可扩展性和复用性,分析了现有数据挖掘工具的优缺点,并综合考虑数据挖掘过程的实际特点,提出了一个基于MVC架构的数据挖掘平台设计方案.在此基础上,利用Eclipse plug-in,RCP,GEF等技术,实现了一个数据挖掘平台原型系统.该平台遵循CRISP-DM过程标准,在软件架构上实现了低耦合、高复用,为用户提供了一个友好、灵活、易重用、可扩展的数据挖掘应用环境.
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| 关 键 词： | 数据挖掘 软件复用 软件构件 Eclipse插件 富客户端平台 图形编辑框架 模型-视图-控制器 |
Design and implementation of data mining platform based on MVC structure |
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| YE Su-nan,PENG Hong,QIN Jiang-wei.Design and implementation of data mining platform based on MVC structure[J].Computer Engineering and Design,2010,31(5). |
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| Authors: | YE Su-nan PENG Hong QIN Jiang-wei |
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| Affiliation: | YE Su-nan,PENG Hong,QIN Jiang-wei (School of Computer Science , Engineering,South China University of Technology,Guangzhou 510006,China) |
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| Abstract: | To increase expansibility and reuse of functional modules of data mining software,the advantages and disadvantages of existing data mining tools are analyzed,and characters of data mining process are also taken into consideration,a design scheme of data mining platform based on MVC architecture is presented. Based on these,a data mining platform of prototype system is implemented by Eclipse plug-in,RCP and GEF technologies. The platform according to CRISP-DM implements loosely-coupled and reusable software ... |
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| Keywords: | data mining software reuse software component Eclipse plug-in RCP GEF MVC |
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