移动计算环境下的数据挖掘研究

Data mining research based on mobile computation

移动互联网正在给信息产业带来一场深刻的变革,移动计算将成为主流计算环境。数据挖掘技术已经成为一种将巨大数据资源转换成有用知识和信息资源,帮助我们进行科学决策的有效工具。本文分析了移动计算环境下数据挖掘技术的发展,包括发展方向和关键技术;给出了移动计算环境下的数据挖掘系统的模型和实现流程;提出了移动车辆数据流实时监视与挖掘系统的实现方案。基于移动计算的数据挖掘有效地解决了对异构数据库和全球信息系统的信息挖掘问题,它必将在新一轮的技术竞争中成为持续发展的增长点。

Mobile Internet is bringing a profound revolution to the information industry, mobile computation will become the mainstream in the computation environment. Data mining technology turned into a valid tool for us to make scientific decision. Data mining can transform vast data resource into available knowledge and information resource. analyze the development of data mining with the mobile computation environment, present the model and flow of data mining based on the mobile computation, and Put forward a design scheme of a mobile data stream mining system for real vehicle monitoring. Data mining technology based on mobile computation solve the knowledge-mining problem with non-isomorphic database & global information system; it will be the sustaining increscent point in the new technical competition.