2025. Research on the Time-Varying Mechanism of Market Sentiment of Artificial Intelligence Industry Stocks Based on Multi-Factor PCA-HMM Framework. Journal of Science, Innovation & Social Impact. 1, 2 (Dec. 2025), 18–23.