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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| Veröffentlicht in: | Applied mathematics and nonlinear sciences Jg. 10; H. 1 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Beirut
Sciendo
01.01.2025
De Gruyter Brill Sp. z o.o., Paradigm Publishing Services |
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| ISSN: | 2444-8656, 2444-8656 |
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| Abstract | 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. |
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| AbstractList | 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. |
| Author | Lu, Lei |
| Author_xml | – sequence: 1 givenname: Lei surname: Lu fullname: Lu, Lei email: luleixpc@163.com organization: Hebei Vocational University of Technology and Engineering, Xingtai, Hebei, 054000, China |
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| Cites_doi | 10.54097/ijeh.v9i2.9888 10.1109/EEBDA60612.2024.10485676 10.1111/1467-8551.12425 10.1109/EITT.2019.00052 10.1177/0020294020948088 10.1016/j.compedu.2020.103961 10.1016/j.ijinfomgt.2020.102183 10.1155/2022/3127487 10.1016/j.jjimei.2022.100092 10.1109/ACCESS.2024.3482729 10.1109/CAC48633.2019.8996154 10.1155/2022/1378931 10.1080/10494820.2023.2251038 10.1108/AAOUJ-01-2018-0005 10.1155/2021/9787866 10.7575/aiac.ijels.v.6n.4p.107 10.1155/2022/6538069 10.2478/amns.2023.2.00766 10.1007/s12652-021-03620-z 10.3233/JIFS-179133 10.1142/S0218539322500140 |
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| SubjectTerms | 97B20 Cloud computing Cloud computing platform Colleges & universities Curricula Decision tree Education Educational resource optimization Encryption algorithm Optimization Student management |
| Title | Strategies for Optimizing the Integration of Student Management and Curriculum Education Resources in Colleges and Universities Supported by Cloud Computing Platforms |
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