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Open access Aug 2026

Application of Social Network Text Sentiment Analysis in Monitoring Students’ Mental State

Social-network text provides real-time and natural signals for monitoring students’ emotional fluctuations, but its informal, implicit, and context-dependent expressions make reliable psychological-state assessment difficult. This study develops a deep-learning-based sentiment analysis framework for student mental-stat...

Xiang Ji · 0 citations

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