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Design And Implementation Of Maternal And Child’s Health Service System Based On Recommendation Algorithm

Posted on:2020-01-14Degree:MasterType:Thesis
Country:ChinaCandidate:B PanFull Text:PDF
GTID:2404330572969924Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the constant progress of the society,people’s living standards continue to improve and the demand for healthy living services is becoming more and more urgent.The health of women and children is related to the happiness of a family and to the rise and fall of a nation.With the improvement of the social status of women and children,people are paying more and more attention to the development of MCH(maternal and child health).Nowadays,the infrastructure of MCH has become mature,but the process of informationization is still immature.Therefore,designing and implementing an information platform for users to manage personal files and make online appointments is a trend nowadays.Female users can use the platform to obtain personal information in real time and communicate with doctors to achieve personal health monitoring.In Internet age,personalized recommendation technology has become the basic function of web platforms.Whether it is an e-commerce website or a multimedia website,the system will recommend personalized content to users based on their data and interaction behavior.Among them,the most popular are content-based(CB)recommendation algorithm and collaborative filtering(CF)recommendation algorithm.The system combines the traditional MCH information management system with the recommendation system and introduces the concept of a hybrid recommendation algorithm.Firstly,users with different characteristics are divided into different groups by content-based recommendation algorithm,and then the recommendation algorithm of collaborative filtering is used in the group to recommend appropriate health news for the user.It satisfies the user’s need to use the system when there is no intention to see a doctor.To a certain extent,it can increase the utilization rate of the system,and the idea of MCH has impressed more and more people.The system adopts the B/S(browser/server)mode,which is beneficial to the development of the system and to the user’s understanding and use of the system.Developed with the Spring framework to standardize the code format,simplify the amount of code,increase the stability of the system,and facilitate the addition,deletion,modification,and checking of data.Bootstrap is used to develop the user interface,making the interface beautiful and easy to understand and use.Its adaptive features and responsive components meet the needs of users accessing systems in different sizes of clients.Using modem software engineering ideas and UML modeling tools to analysis the requirements and design the functions.Women and children are more susceptible to disease,so their health records should be complete and flexible.The user’s health status at different times is recorded by automatically storing the user’s medical records and manually entering personal health data.The doctor can provide users with more efficient and correct treatment based on the user’s records.The system can recommend relevant health news to the user according to the user’s record,and has a guiding role for the user to develop a healthy living habit.
Keywords/Search Tags:electronic file system, online reservation system, message recommendation system, content-based recommendation algorithm, collaborative filtering recommendation algorithm
PDF Full Text Request
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