数据挖掘系统研究

Research of Data Mining System

结合当前数据挖掘系统发展状况,分别介绍了集中式和分布式的数据挖掘系统,并着重对集中式数据挖掘系统中的各个组成部分及其具体实现技术做了详细的介绍,同时对集中式和分布式的数据挖掘系统目前的发展状况分别做了总结.提出了数据挖掘系统的研究方向和发展趋势:增强可视化和交互性,提高可扩展性,与特定行业应用相结合,遵循统一标准和支持移动环境中数据的挖掘.对数据挖掘系统的发展做了简要的总结和展望.

The centralized data mining system and the distributed data mining system are discussed respectively based on the development situation of data mining system at present. We illustrate the components＇ implementation techniques of the centralized data mining system in detail, and we also make a conclusion about the development of the centralized and the distributed data mining system. Research direction and development trend of data mining system is discussed. Finally the future of data mining system is foreseen.