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Design and implementation of student management system of integrated programmable device programming system.
1Guangdong Polytechnic of Science and Technology, Zhuhai, 519090, China. vivianhuang21@163.com.
Scientific Reports
|May 24, 2024
Summary
This study introduces an improved student management system using programmable devices, significantly boosting stability and performance. The new system offers enhanced reliability and user-friendliness for modern higher education needs.
Area of Science:
- Educational Technology
- Computer Science
Background:
- Higher education reforms necessitate advanced student management systems.
- Current systems struggle to meet the evolving needs of contemporary students.
- Programmable device programming systems offer enhanced reliability and flexibility.
Purpose of the Study:
- To develop an effective and affordable student management system.
- To integrate programmable device programming for improved system functionality.
- To evaluate the performance of the proposed system using a BP neural network.
Main Methods:
- Development of a student management system incorporating programmable devices.
- Utilization of a BP neural network for performance evaluation.
- Comparative analysis of the proposed system against traditional systems.
Main Results:
- The new system achieved a throughput of 180 times per second with 99% CPU utilization.
- System stability exceeded 95%, a significant improvement over traditional systems (65%).
- The BP neural network confirmed the system's effectiveness in handling complex nonlinear relationships.
Conclusions:
- The proposed programmable device-integrated student management system offers superior stability and performance.
- This advancement addresses the limitations of traditional systems in higher education.
- The system provides a reliable, flexible, and user-friendly solution for modern university management.
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