Proceedings of the 2024 Seminar on Educational Technology and Management Information Systems (ETMIS 2024)

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Design of AIGC Assisted Teaching Management System for Smart Campus

Authors
Sijia Duan1, *
1Public Course Teaching Department, sichuan vocational and technical college of communications, Chengdu, 611100, Sichuan, China
*Corresponding author. Email: dsj1194@163.com
Corresponding Author
Sijia Duan
Available Online 17 March 2025.
DOI
10.2991/978-94-6463-674-1_13How to use a DOI?
Keywords
Smart campus; teaching management; system design
Abstract

To enhance the intelligence and personalization of teaching management in smart campuses, a comprehensive system has been designed focusing on functions such as resource generation, course scheduling optimization, learning progress tracking, and feedback analysis. The system employs dynamic time warping and multiple regression models to analyze learning data, and artificial neural networks to evaluate teaching quality, significantly improving resource allocation efficiency and personalized service capabilities. Experimental results demonstrate the system’s high efficiency and stability in multi-user environments, achieving data processing accuracy above 99%, response times within 2 seconds, and interaction satisfaction scores exceeding 9.5. The analysis confirms that the system effectively optimizes teaching management methods, providing robust technical support for the broad application and sustainable development of smart campuses.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2024 Seminar on Educational Technology and Management Information Systems (ETMIS 2024)
Series
Advances in Social Science, Education and Humanities Research
Publication Date
17 March 2025
ISBN
978-94-6463-674-1
ISSN
2352-5398
DOI
10.2991/978-94-6463-674-1_13How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Sijia Duan
PY  - 2025
DA  - 2025/03/17
TI  - Design of AIGC Assisted Teaching Management System for Smart Campus
BT  - Proceedings of the 2024 Seminar on Educational Technology and Management Information Systems (ETMIS 2024)
PB  - Atlantis Press
SP  - 104
EP  - 113
SN  - 2352-5398
UR  - https://doi.org/10.2991/978-94-6463-674-1_13
DO  - 10.2991/978-94-6463-674-1_13
ID  - Duan2025
ER  -