Design of an Educational Big Data Learning Situation Analysis System
This paper briefly introduces the design and implementation technology of an educational big data learning situation analysis system,which integrates technologies such as Spring Boot,Vue.js,Android development,SQLite,and Python.Based on the Model-View-Controller(MVC)design pattern as a framework,it is mainly divided into three modules:data collection,data analysis,and management.In the data collection module,two data upload methods are provided:web and mobile,supporting multiple data types such as voice and text,to achieve comprehensive collection of student information.The data analysis module utilizes powerful data processing and algorithm analysis capabilities to transform the collected data into valuable learning situation analysis,providing teachers with in-depth and accurate analysis of students'learning status.The management module provides management functions for users,data,systems,etc.The system adopts advanced technological means and scientific design concepts,providing strong support for teachers'daily teaching work.
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