决策树论文：基于移动通信网络业务分析系统的设计与实现.docVIP

决策树论文：基于移动通信网络业务分析系统的设计与实现 【中文摘要】随着无线通信宽带化技术的突破,移动通信正在向以CDMA为基础,以宽带化通信为特征的第三代3G技术发展,预计在21世纪移动通信在信息通信领域的发展将达到顶峰。为了保证移动事业的平稳的发展,保证及时反馈用户的信息,了解用户的各项需求,是目前移动通信领域值得研究的问题。本系统采用SSI框架,设计并开发了基于移动通信领域的业务分析系统。采用基于决策树的分类算法,将用户在前台选择的统计条件封装为一个对象,避免了为每一个统计页面设计一个JavaBean对象,更能直观地反映所描述问题的本质特征,除此之外,本系统还提供了用户管理、业务配置、信息查询、数据源配置和日志查询功能。在此基础上,并对本系统进行了系统测试,完成了预期的设计目标。本系统采用SSI框架,使用的工具是MyEclipse6.5,数据库开发环境是Oracle 10g,服务器采用Tomcat5.6。 【英文摘要】With the breakthrough of Wireless Communication System technique, Mobile Communication is going for the 3G, at the base of CDMA and the narrow band communicate characteristics, in prediction, Mobile Communicate will reach the peak of Information Communicate field in the 21 century. In order to keep the steady development of the Mobile Industry and get the feedback of users抜nformation and knowing users抧eeds, we should study this problem.The Mobile Communicate Field Operational Analysis is desingned and developed at the based on SSI Frame. This system is base on the decision tree classification technology, take user抯 choice at the front page as a object, avoiding designing a javaBean object for every page, can reflect the essence the problems,apart from this, the system also provide user manage, business config, information search, database config and log search. At the base of these, the system is also tested and can runs experimentally to the anticipated effect.The system is based on SSI Frame, development tool is MyEclipse6.5 and database development kit is Oracle 10g, Server tool is Tomcat 5.6. 【关键词】决策树 统计分析 分类 【英文关键词】Decision Tree Statistics Analysis Classification 【目录】基于移动通信网络业务分析系统的设计与实现 摘要 4-5 ABSTRACT 5 第一章 绪论 8-12 1.1 课题背景及选题意义 8-9 1.2 基于移动通信业务分析系统现状 9-10 1.2.1 国外研究现状 9 1.2.2 国内研究现状 9-10 1.3 业务分析系统发展趋势 10-12 第二章 相关技术及开发工具介绍 12-17 2.1 相关应用技术介绍 12-15 2.1.1 12-14 2.1.1.1 JOB 介绍 12 2.1.1.2 AJAX 介绍 12-13 2.1.1.3 IBATIS 介绍 13-14 2.1.2 LOG4J 介绍 14-15 2.2 开发工具介绍 15-17 2.2.1 Myeclipse 6.5.1 GA 简介 15 2.2.2 Oracle 10g 简介 15-16 2.2.3 Tomcat 服务器 1