2025 Annual Project under the 14th Five-Year Plan for the Development of Philosophy and Social Sciences in Guangzhou: "Cultivating High-Skilled Digital Talents in Vocational Education to Empower New-Quality Productivity: Logical Mechanisms and Realization Paths" (2025GZGJ212).
References
[1] Cai K. From information-based teaching to artificial intelligence education: Practical considerations and practical directions for the integrated development of technology and education. People's Education. 2025;(05):35-39.
[2] Ye Z. Integrity and innovation: On vocational education from the perspective of artificial intelligence. Educational Development Research. 2022;42(09):51-56.
[3] A brief history of artificial intelligence: From Turing's dream to the rise of deep learning [Internet]. 2025 Mar 24 [cited 2025 Jul 15]. Available from:
https://www.toutiao.com/article/7485258384921346572/?wid=1750302610547
[4] Cai HY, Dong HX, Chen X, Gu XQ. How to build the school of the future: Prospect and reflection based on the scenario of intelligent education governance. Journal of East China Normal University (Educational Sciences). 2022;40(09):45-54.
[5] Microsoft conversational speech recognition has made another breakthrough and reached the level of human expertise for the first time[Internet]. 2025 Mar 9 [cited 2025 Jul 15]. Available from: https://cloud.tencent.com/developer/article/1072028
[6] Xiao R, Xiao HM, Shang JJ. Artificial intelligence and educational reform: Prospects, difficulties and strategies. China Electro-chemical Education. 2020;(04):75-86.
[7] Zhang XY. Research on skill formation based on labor employment iteration from the perspective of artificial intelligence. China Vocational and Technical Education. 2018;(30):17-24+56.
[8] Yang S, Wang J, Deng B, Azghadi MR, Linares-Barranco B. Neuromorphic context-dependent learning framework with fault-tolerant spike routing. IEEE Transactions on Neural Networks and Learning Systems. 2021:1-15.
[9] Zenggang X, Xiang L, Xueming Z, et al. A service pricing-based two-stage incentive algorithm for socially aware networks. Journal of Signal Processing Systems. 2022;94:1227-1242.
[10] Chen D, Gao H, Ma Y. Human capital-driven acquisition: Evidence from the inevitable disclosure doctrine. Management Science. 2020;67(8):4643-4664.
[11] Carl BF, Osborne MA. The future of employment: How susceptible are jobs to computerisation? Technological Forecasting and Social Change. 2017;114:254-280.
[12] Li KF. 50% of jobs will be replaced by artificial intelligence in ten years. Smart City. 2017;3(05):4-7.
[13] Huang MR, Ouyang YB, Hou YX. The dilemma and strategy of "artificial intelligence" empowering the cultivation of innovative talents: A case study of higher vocational colleges. Science and Technology Management Research. 2024;44(13):180-189.
[14] Guo D, Yin CX. The fundamental transformation of vocational education talent training under the triple substitution effect of "skills-tasks-occupations" of artificial intelligence. Education and Career. 2024;(06):54-61.
[15] Chad E, Autumn E, Patric RS, Lin XL. I, teacher: Using artificial intelligence (AI) and social robots in communication and instruction. Communication Education. 2018;67(4):473-480.
[16] Cao PJ. The threefold realm of artificial intelligence education transformation. Educational Research. 2020;41(02):143-150.
[17] Chen L. Digital transformation empowers the high-quality development of higher education: Value mechanism and promotion strategy. Educational Monthly. 2023;(08):95-103.
[18] Zheng C, An Y, Wang Z, et al. Knowledge-based engineering approach for defining robotic manufacturing system architectures. International Journal of Production Research. 2022;61(5):1436-1454.
[19] Zhong BC, Liu XF, Yang MH. What is AI literacy: Essence, composition and evaluation system. Journal of East China Normal University (Educational Sciences). 2024;42(01):71-84.
[20] Liu SN, Hao XH. Challenges and approaches of generative AI for educational innovation. Educational Research of Tsinghua University. 2024;45(03):1-12.
[21] Wang F, Liu YQ, Zhou TH. Artificial intelligence leads the development of digital innovation in higher education. Higher Education in China. 2024;(Z1):9-12.
[22] Lu XN, Gao XW. Artificial intelligence empowering educational evaluation reform: Development trend, risk review and mitigation countermeasures. Chinese Journal of Education. 2023;(02):48-54.
[23] Zhu ZT, Dai L, Zhao XW. New ideas for the development of "near-future" human-computer collaborative education. Open Education Research. 2023;29(05):4-13.
[24] Xiao J, Bai QC, Chen M, Lu L. Generative AI-enabled online learning scenarios and implementation paths. Electronic Education Research. 2023;44(09):57-63+99.
[25] Wang YX, Hao TC. Generative AI empowering vocational education transformation: Challenges and practical paths. Education and Career. 2025;(04):14-20.
[26] Ma D. How can "artificial intelligence" lead the digital transformation of vocational education? Technical and Vocational Education. 2025;46(14):1.
[27] Huang MY, Huang JJ, Ye JP. Artificial intelligence empowering vocational enlightenment education: Technical logic and action path. Technical and Vocational Education. 2024;45(01):11-18.
[28] Huang Y, Mao LS, Pang Y, Zhang XF. Research on innovative model of school-enterprise cooperation practice teaching based on digital twin technology. Higher Engineering Education Research. 2021;(04):105-110+117.