研究领域

• 商务智能与大数据分析、电子商务与推荐系统、数字经济与数据交易、社交网络分析与网络空间管理

论文成果 More>>

• Jianshan Sun, Suyuan Mei, Kun Yuan, Yuanchun Jiang, and Jie Cao. Prerequisite-enhanced category-aware graph neural networks for course recommendation. ACM Trans. Knowl. Discov. Data Just Accepted (January 2024). https://doi.org/10.1145/3643644
• Ying Xue, Jianshan Sun*, Yezheng Liu, Xin Li, Kun Yuan, Facial expression-enhanced recommendation for virtual fitting rooms, Decision Support Systems, 2024，Volume 177, 114082: 1-12.
• Xue Zhang, Yezheng Liu, Xin Li, Jianshan Sun*. Health IT in our daily life: impact of mobile phone use on the emotions and compliance of diabetes patients. Information Technology & People 36.7 (2023): 2998-3022.
• Xuemei Wei, Yezheng Liu, Jianshan Sun, Yuanchun Jiang, Qifeng Tang, and Kun Yuan. 2023. Dual Subgraph-Based Graph Neural Network for Friendship Prediction in Location-Based Social Networks. ACM Trans. Knowl. Discov. Data 17, 3, Article 42 (April 2023), 28 pages.
• Xusen Cheng, Shixuan Fu, Jianshan Sun*, Meiyun Zuo*, Xiangsong Meng. Trust in Online Ride-Sharing Transactions: Impacts of Heterogeneous Order Features[J]. Journal of Management Information Systems, 2023, 40(1): 183-207.

专利成果

• 孙见山 应蓉蓉 刘业政 姜元春 凌海峰 孙春华 陈夏雨 刘春丽 耿杰 宋建,基于社交和社群的产品推荐方法、系统和存储介质国家发明专利,ZL201910496478.0,2021/03/09
• 孙见山 徐东 姜元春 刘业政 孙春华 任德源 刘雅珏,一种融合人格特质和物品标签的单分类协同过滤方法国家发明专利,CN201810033637.9,

著作成果

• 刘业政,孙见山,姜元春,数据驱动品牌关系管理.[专著].科学出版社,2021

科研项目 More>>

• 面向高卷入度产品的对话式推荐方法研究,2023/01/01,2026/12/31
• 面向信息茧房困境的跨领域推荐方法研究,2019/01/01,2022/12/31
• 基于网购意图识别的个性化推荐研究,2016/07/01,2018/06/30
• 沉浸式交互购物环境下的个性化营销决策理论,2019/01/01
• 大数据环境下的商务管理---面向大数据的商务分析与计算方法以及支撑平台研究,2015/01/01