基于大数据的医院财务管理决策系统的开发与设计

Development and design of traffic identification system based on DPI

目前我国大多数医疗机构财务系统的信息化进程仍较为落后,其本质原因是由于中小型医院的财务管理系统效率低下、且获取成本较高。针对上述问题,文中设计了基于B/S架构的医疗机构财务管理系统。其基于大数据技术、立足于服务导向,在了解系统决策工作的需求分析的情况下进行软件系统架构。具体的,对医疗机构的多源数据进行采集、清洗和规范化,进而利用标准数据模型(Standard Data Model,SDM)进行整合优化。并利用非关系型数据库MongoDB作为数据存储的方式,为数据分析和挖掘的平台提供支撑,进一步开发基于J2EE的高性能的财务管理系统。文中实现了对财务数据的实时监控和价值挖掘,对提高医疗机构运营水准与效率具有一定的现实意义。

Now most of the medical institutions of the financial system in our country informationization is still backward, and essential reason is because of the small and medium-sized hospital financial management system inefficient, high cost, this paper discusses the above problem of design based on B/S structure of medical institutions financial management system, this system based on big data technologies, based on service oriented, in understanding the needs of system decision-making analysis of software system architecture ; The medical institutions, the multi-source Data collection, cleaning and standardized, then using Standard Data Model （Standard Data Model, SDM） integrated optimization, use mongo non-relational database as the Data is stored as a platform to support the analysis and Data mining. A high performance financial management system based on J2EE is developed. This paper has realized the real-time monitoring and value mining of financial data, and has very important practical significance and practical value for improving the operation level and efficiency of medical institutions.