Yihan Sun and Hyuntai Kim 2025. Deep Behavioral Recognition Model Construction for Live Streaming Reward Fraud - Fusing Music Sentiment Analysis and User Interaction Timing Graph Neural Networks. International Journal of Computer Information Systems and Industrial Management Applications. 17, (Sep. 2025), 486–503. DOI:https://doi.org/10.70917/ijcisim-2025-0031.