Health Management System Based On Data Mining

With the progress of society and the continuous improvement of living standards,people's health consciousness has increased significantly,health concept is from treatment to prevention gradually,and the realization of self health management has being improved slowly.Therefore,the research and development of health management system which provides health services for individuals and families are of great significance.The research work of this article is according to the development and design.The health management system designed in this paper provides the functions such as physique test,disease risk assessment and health knowledge to the users.They can usderstand theirselves' physical condition,predict their risk of suffering from a disease in the future,and can also access to a variety of health care knowledge by using this system.This paper discusses the research background and significance of health management system,introduces the concept of health management,and analyzes the research status at home and abroad in this field firstly.Secondly,this paper analysis the feasibility and the functional requirements of the system,chooses the B/S development mode and the SSH framework,describes the body fat rate calculation method in the physique health function module and the disease risk assessment method in the disease risk prediction module,introduces the health risk assessment technology and data mining technology at the same time.Moreover,it uses the regression analysis method and the BP neural network to establish the body fat rate model and risk of type 2 diabetes prediction model respectively,analyses and compares the results of models,and the test of the model based on BP neural network is more accurate.Finally,this paper introduces the system development process which including database design and the realization of the three layers framework,namely,data persistence layer,business logic layer and presentation layer,and show the operation process of the system.What has been discussed above,the article analysis and designs the management system for health and introduces the development process.The key word in this design is to use data mining methods to realize the calculation methods of the core functions of this system.The models have high accuracy and can be applied to the health management system.