Design And Research On Nursing System For Wisdom Pension Based On Data Mining

With the deepening of the aging of population in our country,the pace of life in modern society is getting faster and faster.The elderly life and health care,and other issues get more and more attention from people,and pension problem has become a hot topic.However,with the shrink and change of the family structure and size,family pension based pension model becomes increasingly difficult and unsustainable,and the elderly service demand for institutional pension has become increasingly strong.All of these have put forward higher requirements for the management level and service quality of pension institutions.In recent years,the realization of intelligent information service has become a trend in the context of encouraging and supporting the pension industry in our country.However,the information technologies of our country's pension agencies are still in the initial stage,and most of them are still blank.In addition,as an important part of pension service,traditional management mode of the nursing service has the problems such as confusion of data arrangement and low management efficiency.How to realize intelligent information technology in business management and how to realize the intelligent analysis for data in the process of information construction are the new research hotspots.This subject,based on the research of the nursing process,service project and management characteristics of some the pension institutions in Suzhou,knows the characteristics of information construction needs of the pension care industry,and combined the study of data mining knowledge,finally proposes a solution about nursing system for wisdom pension based on data mining.The system adopts B/S architecture,MVC design pattern and ASP.NET technology to achieve a set of fully functional pension care system,which includes basic information management,nursing management,health management,special event management,and system management.On this basis,two kinds of data mining schemes are proposed.The first is to establish a prediction model based on decision tree algorithm,to predict the nursing plan for old people and study the importance of the factors.The second is to establish analysis model based on association rules algorithm,to find out the relationship between the old people and nursing staff and recommend care workers to the elderly.The scheme is verified by the data mining tool SPSS Modeler,and the data mining results are implemented in the system,which has a strong operability and reference.