%0 Journal Article
%T Scientific Data Mining Grid Service Architecture
科学数据挖掘网格服务框架*
%A TONG Qiang
%A ZHOU Yuan-chun
%A WU Kai-chao
%A YAN Bao-ping
%A
佟强
%A 周园春
%A 吴开超
%A 阎保平
%J 计算机应用研究
%D 2007
%I
%X Based on detailed analyses of the data mining properties of the scientific data grid,a scientific data mining grid service architecture was proposed.The Scientific Data Mining Grid Service(SDMGS) presented a data mining scheme to address the problems under grid environment through a form of grid service.Compared with traditional data mining systems,the proposed system had many excellent properties,and was more suitable to the environment of the scientific data grid and the scientific database.Nowadays,it had been applied in some real database applications.Besides the simple query and search functions,the proposed system can also perform more advanced functions such as data statistic,data analysis,and knowledge discovery.As a result,the service level of the database is improved.
%K data mining
%K grid service
%K scientific database
%K open grid service architecture
数据挖掘
%K 网格服务
%K 科学数据库
%K 开放网格服务体系结构
%K 科学数据库
%K 数据挖掘
%K 数据网格
%K 服务框架
%K Service
%K Architecture
%K Grid
%K Data
%K Mining
%K 水平
%K 知识发现
%K 统计分析
%K 检索功能
%K 查询
%K 应用
%K 网格环境
%K 挖掘系统
%K 方案
%K 网格服务
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=EF4AD2E7BFCF0B30B74C4C740FDFAC4C&yid=A732AF04DDA03BB3&vid=B91E8C6D6FE990DB&iid=B31275AF3241DB2D&sid=C5154311167311FE&eid=771469D9D58C34FF&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=6