Conference paper Gold Open Access 2022

Construction of Educational Management Software Design Pattern Based on Deep Neural Network

Procedia Computer Science
Conference · Vol. 208 · pp. 176-183
Abstract

With the popularization of information technology and network in schools and education management departments, the whole school management model based on campus network has become the mainstream of the development of education management information system.Relying on the theoretical basis of the information management system MS, the system application platform designed and developed for the teaching management of colleges and universities can assist the staff to efficiently process various kinds of information in the school and provide information services for the teachers and students of the whole school.Deep learning under steam education means that students, under the guidance of teachers, actively, joyfully and interactively participate in teaching activities around challenging, integrated and ideological topics, realize the understanding, connection and transfer of knowledge on the basis of original experience, and apply it to problem solving in real situations, so as to finally form a critical and creative high-level thinking ability.In view of the shortcomings of the traditional course push model algorithm, this paper combines the multi-layer neuron model algorithm with the personalized recommendation algorithm, and verifies the course data. © 2022 The Authors. Published by Elsevier B.V.

Keywords

Author Keywords

education management Deep neural network school management model software design

Index Keywords

Teachers' Curricula Human resource management Education computing Students Software design Knowledge management Information services Educational management Education management Model-based OPC Deep neural networks Campus network Management Model Management software Model algorithms School management model Software design patterns
Author Affiliations
Guangdong University of Science and Technology, Dongguan, Guangdong, China
Funding & Acknowledgements
No funding information
References 10 References
1 Telecommunication Engineering, (2022)
2 Design and Implementation of Educational Administration Management Information System in A University D, (2017)
3 Song Haiyan Science and Technology Perspective, (2020)
4 Application of Information Technology in Teaching Business Management J, (2020)
5 Computer System Application, (2017)
6 Construction of Modern Apprenticeship Teaching Management System for Software Majors in Higher Vocational Colleges, (2017)
7 Taxation, (2018)
8 Modern Vocational Education, (2018)
9 Educational Technology, (2017)
10 Electronic Education Research, (2018)
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