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Jun-Li Liu

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Open access Aug 2026

Construction of a College Student Psychological Crisis Early Warning System Based on Big Data and Knowledge Management

This study constructs a big data-driven closed-loop early warning system that fuses online learning behavior, social semantics, and wearable physiological signals and provides a scalable paradigm for digital campus mental health governance.

Jun-Li Liu, Xiao-Yan Wu · 0 citations

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