基于SSH企业决策支持系统的研究与实现

发布时间：2018-04-16 09:10

本文选题：决策支持系统 + 数据仓库　；参考：《河北工业大学》2015年硕士论文

【摘要】：随着物联网技术在企业营销物流中的应用,企业的数据源由原来单一集中的特点变成分散和片段,同时企业各个部门拥有独自信息管理系统,相互割裂,形成信息孤岛,不能实现各部门的价值信息数据自动分析汇总,不能为管理者提供科学、实效的决策依据。该现象已成为企业急需解决的问题,同时也是学者们研究的热点课题。本论文以某医药企业为应用背景,通过研究其内部系统情况,在数据仓库技术、决策支持系统技术、移动中间件技术的基础上,实现有效利用企业数据,探索企业经营发展的规律,并提供科学的企业指标评价体系,以B/S(Browser/Server)架构Web应用服务器、移动手机、平板平台进行系统实现。首先从决策支持系统的概念、发展历程及现状入手,研究了当前国内外决策支持技术与数据仓库技术在企业中的应用。其次,根据某医药企业的实际情况分析,以现有各信息系统的数据作为数据源,研究企业数据仓库的多维数据模型,完成整体系统的搭建。再次,通过研究数据挖掘决策树算法,在基于决策树ID3、C4.5对数据进行分析的基础上,找到一种改进的适应企业的决策树分类方法;并且通过研究使用帕雷托分析法建立库存管理评价模型。最后,研究移动中间件技术,结合所搭建的决策支持架构、数据仓库及所研究的模型算法,基于SSH(Struts,Spring,Hibernate)标准与MVC(Model View Controller)模式,完成并实现企业决策支持系统的原型系统以及基于中间件的移动服务平台。
[Abstract]:With the application of networking technology in enterprise marketing logistics, characteristics of enterprise data sources into a single centralized and dispersed the original fragments, each department has own information management system, at the same time separate from each other and form the information isolated island, the value of information data of each department of automatic analysis can be realized, can provide the scientific management, effectiveness the basis for decision making. The phenomenon has become urgent problems, but also the hot spots of research topic. In this paper, a pharmaceutical enterprise as the background, through the research of the internal system, the technology of data warehouse, decision support system technology based mobile middleware technology, realize the effective use of enterprise data exploration the development of the enterprise law, and provides the enterprise evaluation index system of science, B/S (Browser/Server) architecture of Web application server, mobile phone, tablet Platform of the system. Firstly, from the concept of decision support system, the development process and the status quo of research at home and abroad application of decision support technology and data warehouse technology in enterprise. Secondly, according to the analysis of the actual situation of a pharmaceutical enterprise, to the information system of the data as the data source, the multidimensional data model research enterprise data warehouse, built the whole system. Thirdly, through the research of data mining decision tree algorithm in decision tree based on ID3, the basis of the analysis of C4.5 data, find an improved decision tree classification method to adapt to the enterprise; and studied by using Pareto method to establish inventory management evaluation model. Finally, research on mobile middleware technology, combined with the construction of the framework of decision support, data warehouse and the model algorithm based on SSH (Struts, Spring, Hibernate and MVC (Mode) standard L View Controller) mode, complete and implement the prototype system of the enterprise decision support system and the mobile service platform based on middleware.

【学位授予单位】：河北工业大学
【学位级别】：硕士
【学位授予年份】：2015
【分类号】：TP311.13

【参考文献】