Deep learning based personalized recommendation with multi-view information integration
Y. Guan, Q. Wei, G. Chen. (2019). Deep learning based personalized recommendation with multi-view information integration; Decision Support Systems. 118.
CV
Education
- 2011-2015 B.S. in Information Management and Information Systems, School of Economics and Management, Tsinghua University
- 2013.8-2013.12 Exchange student at Ivey Business School
- 2015-2021 Ph.D in Management Science and Engineering, School of Economics and Management, Tsinghua University
- 2018.10-2019.10 Visiting Ph.D student at University of Washington
Work experience
- 2023.9-: Associate professor
- School of Economics and Management, Communication University of China
- 2021.9-2023.8: Assistant professor
- School of Economics and Management, Communication University of China
Publications
The Dark Side of Images: Effect of Customer Generated Images on Product Assessment
Y. Guan, Y. Tan, Q. Wei, G. Chen. (2019). The Dark Side of Images: Effect of Customer Generated Images on Product Assessment; International Conference on Information Systems. Munich, Germany
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics
Y. Guan, Y. Tan, Q. Wei, G. Chen. (2023). When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics; Information Systems Research. Forthcoming.
Show me your face: investigating the effect of facial features in review images on review helpfulness
Y. Guan, B. Lu, W. Yan, G. Chen. (2023). Show me your face: investigating the effect of facial features in review images on review helpfulness; Electronic Commerce Research. Forthcoming.
面向大数据管理决策研究的全景式PAGE框架
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
Talks
Show Me Your Face:The Role of Facial Features in Customer Images on Product Understanding
Conference talk at 2018 INFORMS Annual Meeting, Phoenix, US
The Dark Side of Images: Effect of Customer Generated Images on Product Assessment
Conference proceedings talk at The 40th International Conference on Information Systems (ICIS 2019), Munich, Germany
Mining Self-Presentation Fit for Reciprocal Recommendation in Online Dating: A Two-Stage Attention-based Approach
Conference talk at Conference on Information Systems and Technology 2021 (CIST 2021), Virtual
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics
Talk at AIS class, School of Economics and Management, Tsinghua University, Beijing, China
Teaching
Projects
- Supported by NSFC Young Scholar Project (Grants No: 72202220)