煤矿系统数据挖掘模型的研究与设计  

Research and design of data mining model in mine system

作　　者：曹露燕[1] 孟凡荣[1] 蒋晓云[1] 

机构地区：[1]中国矿业大学计算机学院,江苏徐州221008

出　　处：《计算机工程与设计》2006年第23期4547-4550,共4页Computer Engineering and Design

摘　　要：随着煤矿生产系统信息化、集成化程度的提高,对矿山多源异构数据挖掘系统的研究已成为矿山生产、研究部门共同关注的问题。在分析数据挖掘通用模型以及煤矿数据特点的基础上,以XML作为一种异构数据挖掘的标准,提出了一种煤矿数据挖掘系统原型架构。整个系统模型包括数据获取模块、XML隧道、数据挖掘模块和基于XML的知识表达模块,对各个模块的功能以及XML文档与数据库之间互相转换的关键技术进行了深入的研究探讨。Along with the advances in informatization and integration of mine production system, research on data mining system of multiple source isomerization has become a focusing issue at the department of mine research and production. A general model of data mining and characteristics of coal mine data are analyzed. Additionally on the basis of analyzing the general model of data mining as well as on-site data, a prototype of data mining system in coal mine is presented, according to the XML, a standard of isomerism data mining. The whole model of the system includes data-acquiring module, XML-tunnel, data-mining module and knowledge-expressing based on XML module. Functions of each module and essential technologies for transferring information between XML documents and date base is also investigated and discussed thoroughly.

关 键 词：煤矿 多源异构 数据挖掘 可扩展标记语言 数据库 

分 类 号：TP39[自动化与计算机技术—计算机应用技术]