基于任务驱动的数据挖掘系统

A Task-Driven Data Mining System

本文介绍一个数据挖掘系统的设计思想和实现技术。该系统主要特点在于整个数据挖掘过程以任务为核心 ,协调系统中其他功能模块的运行。系统提供的句法制导图形编辑器集成了编辑、句法检查和解释执行的功能 ,以方便用户定义复杂的数据挖掘任务。系统的模型库按面向对象思想设计 ,采用 COM技术实现 。

This paper introduces the design idea and implementation technology of a Data Mining System. The main feature of this system is that it is task-driven in the whole data mining process and in co-ordination of other function model operations. A syntax-guided graphical editor which integrates functions of editing, syntax checking and interpreting is user-friendly to define complex data-mining tasks. This system is scalable and flexible with its model library designed using COM technology.