CN104572693A - 一种基于云计算的数据挖掘方法 - Google Patents

一种基于云计算的数据挖掘方法 Download PDF

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Publication number
CN104572693A
CN104572693A CN201310489621.6A CN201310489621A CN104572693A CN 104572693 A CN104572693 A CN 104572693A CN 201310489621 A CN201310489621 A CN 201310489621A CN 104572693 A CN104572693 A CN 104572693A
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pmml
data mining
cloud computing
data
mining method
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CN201310489621.6A
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不公告发明人
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ZHENJIANG DINGTUO TECHNOLOGY INFORMATION Co Ltd
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ZHENJIANG DINGTUO TECHNOLOGY INFORMATION Co Ltd
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Priority to CN201310489621.6A priority Critical patent/CN104572693A/zh
Publication of CN104572693A publication Critical patent/CN104572693A/zh
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/903—Querying
    • G06F16/9032—Query formulation

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

一种基于云计算的数据挖掘方法主要是对相关行业的数据进行全面、高速和准确的分析，从中提取事先未知的、有潜在价值的知识，这些知识可以作为相关人员进行决策的一个重要依据。

Description

一种基于云计算的数据挖掘方法
技术领域
PMML是由数据挖掘组织于1999年7月为描述数据挖掘模型而定制的一套规范，它为应用程序提供了独立于商家的模型定义方法，使得私有格式和不兼容性不再是应用之间交换模型的障碍。
背景技术
当前数据挖掘系统对于PMML标准的支持存在一个或多个方面的缺陷：不支持PMML模型的共享；对PMML标准支持不完整；对PMML标准的支持特定于某一种XML解析器。
发明内容
 通过国家专利检索没有发现关于此系统方面的申请资料。
在分析PMML的基本定义、数据流程及语法的基础上，设计并开发一种PMML模型转换工具，此工具对PMML标准的支持不仅包括PMML文档的输出，也包括PMML文档的导入，克服了数据挖掘系统仅提供模型输出功能的缺点；在分析已有数据挖掘语言的基础上，设计用于定义挖掘任务的数据挖掘查询语言CMQL，并给出其基本挖掘语句规范。系统是基于PMML标准和CMQL语言并支持挖掘算法组件功能的数据挖掘软件系统，方便了数据挖掘算法的查找、更新、验证，这使得用户开发的数据挖掘算法管只要遵循系统的的算法对象借口和PMML模型输出接口。

Claims (3)

1.一种基于云计算的数据挖掘方法其征是一种CMML模型转换工具，此工具对PMML标准的支持不仅包括PMML文档的输出，也包括PMML文档的导入。
2.根据权利要求2的CMML模型转换工具其主要是一种用于定义挖掘任务的数据挖掘查询语言CMQL。
3.根据权利要求2的CMML模型转换工具方便了数据挖掘算法的查找、更新、验证，这使得用户开发的数据挖掘算法管只要遵循系统的的算法对象借口和PMML模型输出接口。
CN201310489621.6A 2013-10-18 2013-10-18 一种基于云计算的数据挖掘方法 Pending CN104572693A (zh)

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CN201310489621.6A CN104572693A (zh) 2013-10-18 2013-10-18 一种基于云计算的数据挖掘方法

Publications (1)

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CN104572693A true CN104572693A (zh) 2015-04-29

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Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102567396A (zh) * 2010-12-30 2012-07-11 中国移动通信集团公司 一种基于云计算的数据挖掘方法、系统及装置

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102567396A (zh) * 2010-12-30 2012-07-11 中国移动通信集团公司 一种基于云计算的数据挖掘方法、系统及装置

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
张良均: "《数据挖掘实用案例分析》", 31 July 2013 *
王恒: "基于PMML的医学图像挖掘系统的设计与实现", 《中国优秀硕士学位论文全文数据库》 *

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