The Construction and Application of a University Student Management System Based on Big Data Mining
Year: 2024
Type: conference-paper
Abstract: This topic is based on big data analysis to construct a refined management system based on multi-source data collection, behavioural analysis, intelligent decision support, early warning and intervention. Through the effective integration of multi-dimensional information on students ‘learning, life and social interaction, it constructs students’ behavioural records, dynamically tracks their learning status, and provides them with personalised psychological counselling. The application results show that this system can effectively improve the management level of the university, strengthen the decision-making of students, and provide a strong support for the realization of intelligent and personalised education in the university.
Author: Jun Song
Institution: Shanghai Art & Design Academy
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
SDG: Quality education
Open Access status: gold
OpenAlex ID: W4409966125