<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The first step in this paper is to establish an integrated education information management platform that utilizes cloud computing as the scheduling center, considering the characteristics of cloud computing. The hierarchical structure of the student information management system and each business function module is designed using the B/S three-layer architecture. The fitness function evaluates individual merit based on K-means teaching data to ensure the genetic algorithm’s population diversity. The analysis model of university teaching data is constructed using the penalty function of chromosomes. The final test results show that when the network data transmission time reaches the 60s, the average network data traffic consumed is 260Byte, which indicates that the constructed student information management system has wide applicability.</p>
</abstract>

The first step in this paper is to establish an integrated education information management platform that utilizes cloud computing as the scheduling center, considering the characteristics of cloud computing. The hierarchical structure of the student information management system and each business function module is designed using the B/S three-layer architecture. The fitness function evaluates individual merit based on K-means teaching data to ensure the genetic algorithm’s population diversity. The analysis model of university teaching data is constructed using the penalty function of chromosomes. The final test results show that when the network data transmission time reaches the 60s, the average network data traffic consumed is 260Byte, which indicates that the constructed student information management system has wide applicability.

Construction of Student Information Management System for Universities Based on Cloud Computing Platform

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

The first step in this paper is to establish an integrated education information management platform that utilizes cloud computing as the scheduling center,...

Construction of Student Information Management System for Universities Based on Cloud Computing Platform

Online veröffentlicht: 23. Okt. 2023

Seitenbereich: -

Eingereicht: 13. Nov. 2022

Akzeptiert: 03. Mai 2023

DOI: https://doi.org/10.2478/amns.2023.2.00766

Schlüsselwörter
Cloud computing, Student information, Management system, Fitness function, Genetic algorithm

© 2023 Wei Chen, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Construction of Student Information Management System for Universities Based on Cloud Computing Platform

Online veröffentlicht: 23. Okt. 2023

Seitenbereich: -

Eingereicht: 13. Nov. 2022

Akzeptiert: 03. Mai 2023

DOI: https://doi.org/10.2478/amns.2023.2.00766

SchlüsselwörterCloud computing, Student information, Management system, Fitness function, Genetic algorithm

© 2023 Wei Chen, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Schlüsselwörter
Cloud computing, Student information, Management system, Fitness function, Genetic algorithm