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

<p>Based on the data mining technology under the concept of Internet + education, this paper determined the type of clustering adopted, the type of clustering variables is discussed, and the division method and hierarchical method of clustering are utilized to divide the educational management work of counselors into management ability, management attitude, and management method, and the teaching quality of teachers is divided into teaching content, teaching art, classroom management, classroom structure, and teaching effect. Educational management countermeasures are proposed for clustering results, and developmental countermeasures and action paths are proposed. The values of management attitude, ability, method, and effect are 0.607, 0.566, 0.5528, and 0.5768, respectively. The scores of students’ education and management work are all above 0.55, which is a moderate level. The four attribute values indicate that management attitude has a strong role in the educational management work of college counselors.</p>
</abstract>

Based on the data mining technology under the concept of Internet + education, this paper determined the type of clustering adopted, the type of clustering variables is discussed, and the division method and hierarchical method of clustering are utilized to divide the educational management work of counselors into management ability, management attitude, and management method, and the teaching quality of teachers is divided into teaching content, teaching art, classroom management, classroom structure, and teaching effect. Educational management countermeasures are proposed for clustering results, and developmental countermeasures and action paths are proposed. The values of management attitude, ability, method, and effect are 0.607, 0.566, 0.5528, and 0.5768, respectively. The scores of students’ education and management work are all above 0.55, which is a moderate level. The four attribute values indicate that management attitude has a strong role in the educational management work of college counselors.

Innovation and Practice of Educational Management System of Colleges and Universities under the Concept of Internet+ Education

Applied Mathematics and Nonlinear Sciences

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

Based on the data mining technology under the concept of Internet + education, this paper determined the type of clustering adopted, the type of clustering...

Innovation and Practice of Educational Management System of Colleges and Universities under the Concept of Internet+ Education

Published Online: Nov 27, 2023

Page range: -

Received: Feb 01, 2023

Accepted: Jun 07, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01266

Keywords
Cluster analysis, Data mining techniques, Educational philosophy, Educational management system, Internet+

© 2023 Jing Zhou, published by Sciendo

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

Innovation and Practice of Educational Management System of Colleges and Universities under the Concept of Internet+ Education

Published Online: Nov 27, 2023

Page range: -

Received: Feb 01, 2023

Accepted: Jun 07, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01266

KeywordsCluster analysis, Data mining techniques, Educational philosophy, Educational management system, Internet+

© 2023 Jing Zhou, published by Sciendo

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

Keywords
Cluster analysis, Data mining techniques, Educational philosophy, Educational management system, Internet+