Effects of Data-Driven Online Teaching Process Optimization on Vocational College Students’ Acquisition of Professional Skills in the Age of Digital Intelligence
- DOI
- 10.2991/978-94-6463-803-5_77How to use a DOI?
- Keywords
- Age of Digital Intelligence; Data-Driven Online Teaching Process Optimization; Vocational College Students; Acquisition of Professional Skills
- Abstract
Data-driven optimization of the online teaching process is achieved through real-time monitoring of learning situations and dynamic adaptation of resources, aiming to enhance the practicality and job-fit of vocational students’ professional skills. This project takes data-driven optimization of the online teaching process as the independent variable and the acquisition effect of vocational students’ professional skills as the dependent variable. Through data collection and analysis techniques, personalized teaching strategy adjustments, multi-modal resource development and intelligent adaptation, and the reconfiguration of teaching management processes, it directly acts on the analysis of the students’ skill acquisition process. It quantitatively tracks the level of professional skills mastered by vocational students, their career competitiveness, and their ethical awareness, and concludes that data-driven precise, personalized, and scenario-based teaching intervention significantly improves the accuracy and practicality of vocational students’ professional skills training. However, it requires multi-dimensional collaboration of technology, organization, and ethics to break through bottlenecks such as data silos and humanistic deficiencies.
- 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
TY - CONF AU - Qin Zhong PY - 2025 DA - 2025/07/31 TI - Effects of Data-Driven Online Teaching Process Optimization on Vocational College Students’ Acquisition of Professional Skills in the Age of Digital Intelligence BT - Proceedings of the 5th International Conference on Internet, Education and Information Technology (IEIT 2025) PB - Atlantis Press SP - 789 EP - 805 SN - 2667-128X UR - https://doi.org/10.2991/978-94-6463-803-5_77 DO - 10.2991/978-94-6463-803-5_77 ID - Zhong2025 ER -