电信科学 ›› 2012, Vol. 28 ›› Issue (1): 57-61.doi: 10.3969/j.issn.1000-0801.2012.01.011

• 云计算专栏 • 上一篇    下一篇

基于云计算服务模式的数据挖掘应用平台的构建

黄章树,刘晴晴   

  1. 福州大学管理学院 福州350108
  • 发布日期:2017-02-07

Construction of Data Mining Application Platform Based on the Service Models of Cloud Computing

Zhangshu Huang,Qingqing Liu   

  1. School of Management,Fuzhou University,Fuzhou 350002,China
  • Published:2017-02-07

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摘要：

本文将云计算的服务模式应用到数据挖掘应用平台的设计中，提出了3层4模式的云计算服务层次体系，并将此体系应用到数据挖掘平台的构建中，构建了基于云计算服务模式的数据挖掘应用平台框架，详述了平台各子系统的功能，阐述了该平台的特色。此平台集成了多种数据挖掘方法，具有良好的通用性和可扩展性，可以为从事数据挖掘应用和研究的企业或学者提供一个良好的交流平台。

关键词: 云计算, 数据挖掘, 框架构建

Abstract:

This paper combines data mining with cloud computing and uses the services model of cloud computing to design the data mining application platform.Firstly,we put forward a cloud computing service hierarchy that contains three levels and four modes.And then,this hierarchy is used in designing the data mining application platform.Finally,we propose a framework of data mining application platform based on the service models of cloud computing,and elaborates the functions of each subsystem and features of this platform.The platform integrates a variety of algorithms about data mining,and it possesses a good generality and expansibility.

Key words: cloud computing, data mining, framework design

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