Exploration of the Service Model of Vocational Education Network Learning Resources under the Background of Informatization Education

DOI

10.2991/978-94-6463-574-4_60How to use a DOI?

Keywords

Informatization education; personalized recommendation; content management

Abstract

In the context of booming informatization education, traditional vocational education models face numerous challenges. To meet learners’ personalized needs and improve educational quality and efficiency, this paper proposes a network-based learning resource service model. Centered on learners, this model constructs an open resource pool, utilizes big data analysis and artificial intelligence technology to achieve intelligent resource organization and personalized recommendations, and integrates virtual simulation training environments. We design a hierarchical architecture, integrating key technologies such as content management, recommendation algorithms, and practical training environments, and deploy the “Smart Learning Online” system. Practical evidence shows that this model significantly enhances learning outcomes, the recommendation algorithm exhibits high accuracy, the training environment supports practical skill development, and the system achieves high learner satisfaction. This model provides an effective solution for vocational education in the context of informatization, promoting modernized and personalized teaching.

Copyright

© 2024 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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TY  - CONF
AU  - Zengli Huang
AU  - Lingdai Meng
AU  - Peimin Zhao
AU  - Yang Li
AU  - Yiguo Dai
PY  - 2024
DA  - 2024/11/21
TI  - Exploration of the Service Model of Vocational Education Network Learning Resources under the Background of Informatization Education
BT  - Proceedings of the 4th International Conference on Internet, Education and Information Technology (IEIT 2024)
PB  - Atlantis Press
SP  - 526
EP  - 533
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-574-4_60
DO  - 10.2991/978-94-6463-574-4_60
ID  - Huang2024
ER  -