What question did this study set out to answer?

To develop an intelligent framework for constructing and dynamically optimizing higher vocational education curriculum systems aligned with evolving industrial demands.

August 16, 2026Advanced ElectromagneticsOpen Access

Research on Intelligent Construction and Dynamic Optimization of Higher Vocational Education Curriculum Systems Based on Transformers and Knowledge Graphs

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Authors

QZQ. ZhangBeijing University of Technology

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Implication

Computational framework demonstrates dynamic alignment of vocational engineering curricula with industry demands, suggesting a scalable pathway for automated course design.

Key Points

To develop an intelligent framework for constructing and dynamically optimizing higher vocational education curriculum systems aligned with evolving industrial demands.
Constructed a four-layer knowledge graph linking industry, job, competency, and curriculum domains using semantic associations.
Developed a Transformer-based bidirectional attention module to perform fine-grained matching between competency requirements and course contents.
Implemented a multi-objective optimization algorithm and real-time adjustment mechanism to balance credit structures, course prerequisites, and industry feedback.
Achieved systematic integration and precise alignment between technical job requirements and vocational course structures.
Established an automated feedback mechanism enabling continuous, real-time curriculum iteration in rapidly developing engineering fields.

Cite This Study

Q. Zhang (2026) studied this question.

synapsesocial.com/papers/6a81794cf2fb91fc834ac6b6 https://doi.org/10.7716/aem.v15i3.3218

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Implication

Computational framework demonstrates dynamic alignment of vocational engineering curricula with industry demands, suggesting a scalable pathway for automated course design.

Research on Intelligent Construction and Dynamic Optimization of Higher Vocational Education Curriculum Systems Based on Transformers and Knowledge Graphs

Discussion

Member takes

Implication

Key Points

Cite This Study

Research on Intelligent Construction and Dynamic Optimization of Higher Vocational Education Curriculum Systems Based on Transformers and Knowledge Graphs

Discussion

Member takes

Implication

Key Points

Cite This Study

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