管悦

首页经彩师资管理科学与工程系

Y. Guan, Y. He, N. Huang, X. Guo, G. Chen. Mining Linguistic Styles in Bilateral Matching: A Contrastive Learning Approach to Reciprocal Recommendation. ACM Transactions on Knowledge Discovery from Data, 2025, Accepted. (JCR 1区，数据挖掘领域高水平期刊)

Y. Guan, Y. Tan, Q. Wei, G. Chen. When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics. Information Systems Research, 2023, 34(4): 1641-1643. (UTD-24商学院顶级期刊)

陈国青,张维,任之光,管悦*,卫强.面向大数据管理决策研究的全景式PAGE框架[J].管理科学学报, 2023, 5:4~22. (国内管理学顶刊)

Y. Guan, B. Lu, W. Yan, G. Chen. Show me your face: investigating the effect of facial features in review images on review helpfulness. Electronic Commerce Research, 2023, 25: 529-551.

Y. Guan, Q. Wei, G. Chen. Deep learning based personalized recommendation with multi-view information integration. Decision Support Systems, 2019, 118: 58-69. (JCR1区高水平期刊)

李枝勇, 管悦, 魏馨, 王栋晗, 颜迎晨. AIGC驱动下视听内容定制化：前沿探索与趋势分析. 信息传播研究, 2024, 31(06): 87-98.

2024 CIST. Is Love Serendipitous? Exploring the impact of a serendipity-oriented recommender system in online dating through a randomized field experiment.

2024 WITS. RTCNT: A stacking ensemble deep learning model for stock series prediction.

2021 CIST. Mining Self-Presentation Styles for Reciprocal Recommendation in Online Dating: An Attention-Based Approach.

2020 WITS. Social Recommendation with Attention-Based Personality Mining in the Online Dating Context.

2019 ICIS. The Dark Side of Images: Effect of Customer Generated Images on Product Assessment.

2019 EUSFLAT. Modeling Implicit Feedback and Latent Visual Features for Machine-Learning Based Recommendation.

2018 INFORMS.“The Happier The More Helpful? Effect of Facial Emotions in Customer Images.