Digital-intelligence convergence and a three-pronged approach: innovation and practice in the big data talent development system

Journal: Region - Educational Research and Reviews DOI: 10.32629/rerr.v8i2.5110

Yunfei ZHANG, Yingdong XIE, Zhicheng LIANG, Xin GUO, Li MA, Rui XIANG, Zeyuan LIU, Ning XU

Ordos Institute of Technology

Abstract

Facing challenges in big data talent development—including the separation of theory and practice, superficial industry-academia collaboration, and fragmented innovation training—this study proposes principles of "industry demand orientation, integrated practical competency cultivation, and the reconstruction of the innovation ecosystem". It establishes a three-pronged training system encompassing "curriculum resources, talent development pathways, and quality assurance mechanisms". Through university-industry collaboration, this study adopts a "classroom-competition-innovation-industry" chain-based pathway, and an "AI-enabled, data-driven" quality assurance system, aligning talent development with industry needs. Over three years, it served 244 students, achieving an 87%+ employment rate, 17 national competition awards, 60% industry case studies, and a 15% retake rate reduction, providing a replicable model for application-oriented undergraduate big data programs.

Keywords

big data talent development; industry-education integration; curriculum-competition-innovation-production

Funding

This work was supported in part by the Natural Science Foundation of Inner Mongolia under Grant 2024LHMS06001; in part by the "14th Five-Year Plan" Project for Educational Science of Inner Mongolia under Grant NGJGH2024472.

References

[1] Anonymous. Policies and activities related to educational informatization during the 14th Five-Year Plan Period (2021–April 2025)[J]. China Education Network, 2025(04): 39–42.
[2] Ministry of Education and Eight Other Departments. Opinions on Accelerating the Digital Transformation of Education [EB/OL]. [2025-02-15]. http://www.moe.gov.cn/srcsite/A01/s7048/202504/t20250416_1187476.html
[3] Shi W. Nine departments including the ministry of education deploy measures to accelerate the digitalization of education and integrate artificial intelligence technology into all elements and stages of teaching and learning[J]. Henan Education (Teacher Education), 2025(05): 1. DOI: 10.16586/j.cnki.41-1033/g4.2025.05.047.
[4] Wei M. An analysis of the demand for skilled talent and the current status of talent development in the big data application industry[J]. Science and Technology Information, 2020, 18(17): 18+20. DOI:10.16661/j.cnki.1672-3791.2020.17.018.
[5] Ning H C. A study on the interdisciplinary model for the development of big data programs in China[J]. Computer Science, 2019, 46(S2): 159–162.
[6] Liu R Y, Li D P, Zhao Z X. A preliminary exploration of applied talent cultivation through university-enterprise cooperation in the context of big data[J]. Journal of Changchun University, 2020, 30(06): 54–57.
[7] Qi Y R. Research on the construction of a talent cultivation model for data science and big data technology majors based on university-enterprise cooperation: a case study of Jilin Institute of Engineering and Technology[J]. Journal of Jilin Institute of Engineering and Technology, 2020, 36(10): 18–20.
[8] Liu H, Li X D, Zhang X Q, et al. Research and practice of a progressive, full-process "class-competition integration" teaching model based on the cultivation of practical innovation abilities: a case study of the welding technology and engineering major[J]. Journal of Changchun Institute of Technology (Social Sciences Edition), 2025, 26(04): 118–122.
[9] Liu Q H, Li X D. Research on empowering talent cultivation in big data programs at higher vocational colleges through "school-enterprise partnerships + multi-dimensional education"[J]. Information and Computers, 2026, 38(07): 193–196.
[10] Gao H Y. Practice of curriculum reform in big data technology programs at higher vocational colleges integrating "job roles, courses, competitions, and certifications"—taking Xi'an Aviation Vocational and Technical College as an example[J]. Shaanxi Education (Higher Education), 2025(02): 76–78. DOI:10.16773/j.cnki.1002-2058.2025.02.026.

Copyright © 2026 Yunfei ZHANG, Yingdong XIE, Zhicheng LIANG, Xin GUO, Li MA, Rui XIANG, Zeyuan LIU, Ning XU

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