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Conference Aug 2026

Research on the Construction of Food Supply Chain Risk Assessment Indicator System

At present, the risk management of food supply chains in China is faced with problems such as one-sided risk identification, inconsistent evaluation criteria, fragmented control systems and inadequate early warning mechanisms. In line with industrial realities and policy requirements, this paper adopts the Fuzzy Analyt...

He-Yuan Luo, Fen-Fang Ye, Xia Yu · 0 citations
Open access Sep 2026

Empowering and Reshaping Vocational Education: A Theoretical Framework and Pathways for AI-Driven Transformation

The study finds that AI can systematically enhance VE efficacy through three core mechanisms—cognitive augmentation, contextual expansion, and step-change efficiency improvement—yet the transformation faces deep-seated risks including the polarizing effect of the digital divide.

Gui-Zhou Shi, Xia Yu · 0 citations

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