Design And Implementation Of Growth Guardian System Based On User Behavior Analysis

How to ensure the healthy growth of teenagers is a hot topic.Common problems of teenagers include: cell phone dependence,travel safety,etc.Nowadays,young students use smart phones more and more frequently.Because of their strong curiosity and weak self-control ability,they are easy to rely on mobile phones,so we need to guide students to use mobile phones in a scientific way.At the same time,there are many hidden dangers in the process of students’ travel.In order to ensure the travel safety of students,it is necessary to supervise the real-time location of students,and the positioning function of mobile devices also provides a technical basis for this.Based on this,the growth guard system is designed and implemented.The system is developed based on spring boot framework and divided into several service modules.Nginx is used as reverse proxy server,My SQL and redis are used as database servers,and netty framework is used to communicate between mobile devices and servers.Through the growth guard system,we can make all kinds of mobile phone use strategies and supervise the students’ tracks to ensure the healthy growth of teenagers.In this paper,students’ behavior habits,such as mobile phone use,travel routes and so on,are taken as the starting point.We design and implement the application recommendation function based on collaborative filtering algorithm,the trajectory dwell point extraction function based on DBSCAN clustering algorithm and the statistics function based on the statistical model of the browsing page cardinality.Through the feedback of students’ behavior habits,we can understand students from multiple perspectives,and formulate more reasonable growth protection strategies to ensure the healthy growth of students.