Shi Yansong
Assistant Professor
Information Management and Business Intelligence (IM&BI)
Teacher information
Achievements in scientific research
Academic activities and community service
Journal Papers
| 1. | Cong Wang, Yansong Shi, Xunhua Guo, and Guoqing Chen. 2025. Probing digital footprints and reaching for inherent preferences: A cause-disentanglement approach to personalized recommendations. Information Systems Research forthcoming 1314-1332.  |
Conference Proceedings
| 1. | Tianyu Zhu, Yansong Shi, Yuan Zhang, Yihong Wu, Fengran Mo, and Jian-Yun Nie. 2024. Collaboration and transition: distilling item transitions into multi-query self-attention for sequential recommendation. WSDM '24: Proceedings of the 17th ACM International Conference on Web Search and Data Mining Merida, Mexico 1003-1011.  |
| 2. | Yansong Shi, Cong Wang, Xunhua Guo, and Guoqing Chen. 2022. Personalized recommendation through disentangled representation learning of consumers’ multiple digital footprints. ICIS 2022 Proceedings 8 1-18. |
| 3. | Yansong Shi, Cong Wang, Xunhua Guo, and Guoqing Chen. 2021. Training personalized recommender systems with biased data: A joint likelihood approach to modeling consumer self-selection behaviors. ICIS 2021 Proceedings 11 1-18. |
Research Projects
2026.01—2030.12, Member, Research on Service Innovation and Service Quality Evaluation Driven by Artificial Intelligence Technologies for Smart, Connected Products, National Natural Science Foundation of China
2026.01—2028.12, Principal Investigator, Principal Investigator, Research on Causal Recommendation Approach for Mitigating Consumer Behavior Data Biases, National Natural Science Foundation of China
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