Strategies for Optimizing the Integration of Student Management and Curriculum Education Resources in Colleges and Universities Supported by Cloud Computing Platforms

Supported by cloud computing platform technology, this study proposes an optimization strategy for constructing a student management platform and a curriculum education resource management platform for colleges and universities. The decision tree algorithm construction in cloud computing technology...

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Vydáno v:Applied mathematics and nonlinear sciences Ročník 10; číslo 1
Hlavní autor: Lu, Lei
Médium: Journal Article
Jazyk:angličtina
Vydáno: Beirut Sciendo 01.01.2025
De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
Témata:
97B20
Cloud computing
Cloud computing platform
Colleges & universities
Curricula
Decision tree
Education
Educational resource optimization
Encryption algorithm
Optimization
Student management
ISSN:2444-8656, 2444-8656
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Shrnutí:Supported by cloud computing platform technology, this study proposes an optimization strategy for constructing a student management platform and a curriculum education resource management platform for colleges and universities. The decision tree algorithm construction in cloud computing technology has been improved to formulate functions related to student information management with the goal of minimizing support and confidence. Using encryption algorithms to design the secure storage function of educational resources, and designing the scheduling function of educational resources using cloud computing virtualization technology. With 50 students of the class of 2023 in the College of Physical Education and Health, University H, Zhejiang Province, China, as the research subjects, the practice of student management and course educational resources optimization was carried out. The total score of student management performance evaluation is 83.25, which is at a good evaluation level.The mean values of the four course objective achievement dimensions of knowledge integration, teaching ability, technology integration, and communication and cooperation of the 2023 class subjects are 7.83, 8.56, 8.86, and 9.01, respectively.Overall student management and course education resource optimization practice receives a high degree of recognition and satisfaction from the students.
Bibliografie:ObjectType-Article-1
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ISSN:2444-8656
2444-8656
DOI:10.2478/amns-2025-0298