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.
出处
《计算机工程与设计》
CSCD
北大核心
2006年第23期4547-4550,共4页
Computer Engineering and Design
