| 基于Web Service的数据挖掘系统的研究与应用 |
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| 引用本文： | 明德廷,李娟,尹怡欣.基于Web Service的数据挖掘系统的研究与应用[J].计算机工程与设计,2007,28(9):1995-1997,2065. |
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| 作者姓名： | 明德廷 李娟 尹怡欣 |
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| 作者单位： | [1]北京科技大学信息工程学院,北京100083 [2]江西农业大学计算机与信息工程学院,江西南昌330045 [3]中国石油大学（华东）计算机与通信工程学院,山东东营257061 |
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| 摘 要： | 数据挖掘是从海量数据中发现有意义的模式和规则的一项关键技术.国内很少有商家使用数据挖掘来辅助商业决策.给出了基于Web Service的数据挖掘系统结构及实现方案;描述了一个基于Web Service的数据挖掘系统原型,进一步说明了所提出的系统结构具有较高的效率、可信度、可实施性和安全性.
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| 关 键 词： | 数据挖掘 分布式系统 Web服务 预处理 关联规则 体系结构 Service 海量数据 挖掘系统 研究 应用 web service based system data mining application 安全性 可实施性 可信度 效率 系统原型 描述 方案 系统结构 商业决策 使用 |
| 文章编号： | 1000-7024（2007）09-1995-03 |
| 修稿时间： | 2006-04-22 |
Research and application of data mining system based on web service |
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| MING De-ting,LI Juan,YIN Yi-xin.Research and application of data mining system based on web service[J].Computer Engineering and Design,2007,28(9):1995-1997,2065. |
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| Authors: | MING De-ting LI Juan YIN Yi-xin |
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| Affiliation: | 1. School of Information Engineering, University of Science and Technology Beijing, Beijing 100083, China; 2. College of Computer and Information, Jiangxi Agricultural University, Nanchang 330045, China; 3. Institute of Computer and Communication Engineering, China University of Petroleum, Dongying 257061, China |
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| Abstract: | Data mining is becoming a key technique in discovering meaningful patterns and rules from lots of data. Application of data mining is little while research of data mining is very hot. In China, few companies use data mining to make commercial decision. A distributed data mining system based on web services is given. And a new integral and efficient preprocessor is given. At last, a prototype system is described, which proves that the distributed data mining model based on web is efficient, believable, secure and feasible. |
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| Keywords: | data mining distributed system web services preprocessor association rule architecture |
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