教育背景

博士, 信息管理与信息系统，同济大学

学士, 信息管理与信息系统，同济大学

访问学者, 信息系统，德克萨斯大学奥斯汀分校

主持的科研项目

[1] 基于在线评论情感分析的社交媒体用户推荐，国家自然科学基金青年项目.

[2] 基于数据驱动的湍流模型构建，国家重点研发计划子课题.

[3] 基于可解释和公平视角的可信推荐方法研究，教育部人文社会科学一般项目.

[4] 在线评论中面向产品特征的消费者意见挖掘：细粒度的情感分析视角，教育部人文社会科学一般项目.

[5] 社会网络环境下基于情感分析的用户推荐研究，上海市教育发展基金会和上海市教育委员会“晨光计划”.

[6] 算法治理视角下面向多元利益主体的公平推荐策略研究，上海市哲学社会科学规划课题.

[7] 基于多源多模态数据融合的网络投资平台欺诈研究，信息网络安全公安部重点实验室开放课题项目资助.

[8] 基于细粒度情感分析的在线评论意见挖掘，上海高校优秀青年教师培养资助计划.

[9] 基于用户评论的产品设计决策：以情感分析为手段, 上海市科技发展基金软科学研究资助项目.

代表性期刊论文

[1]Pei Yin, Junjie Song, et al. A Cognitive Few-Shot Learning Approach for Medical Diagnosis: A Case Study on Cleft Lip and Palate and Parkinson's Disease. Expert Systems with Applications. 2025，262:125713. (SCI检索TOP，CCF推荐期刊，IF=8.665)

[2]Pei Yin , Zengyue Luo , et al. Case Study on Multi-Objective Modified Supply-Demand-Based Optimization Algorithm for Energy-Efficient Building Retrofitting. Sustainable Cities and Society.2024, 114 (2024):105734.  (SCI检索一区TOP，IF=10.696)

[3]Pei Yin, Farshid Sardari. Process arrangement and multi-criteria study/optimization of a novel hybrid solar-geothermal scheme combined with a compressed air energy storage: Application of different MOPSO-based scenarios. Energy, 2023, 282: 128651. (SCI检索一区TOP，IF=9)

[4]Pei Yin, Xu-Chen Fang, et al. Integrating Utility and Interest to Recommend Healthcare Interventions for Online Users. International Journal of Ad Hoc and Ubiquitous Computing. 2025, 48(2):143977.(SCI检索)

[5]Pei Yin, Wenlong Jiang, et al. Cryptocurrency Transaction Fraud Detection Based on Imbalanced Classification With Interpretable Analysis. International Journal of Intelligent Information Technologies.2024, 20(1): 1-21. (EI检索)

[6]Pei Yin, Jun Zhao,et al. Sequential recommendation based on multipair contrastive learning with informative augmentation. Neural Computing and Applications. 2023. (SCI检索)

[7]尹裴，陈亚，等. 众筹环境下图片线索对融资效果的影响及项目类型的调节效应. 上海理工大学学报. 2023. 45（5）:503-512.（CSCD检索）

[8]Meirong Tan, Hao Li, Pei Yin, Hongwei Wang. Omnichannel integration strategy based on BOPS. PLOS ONE, 2023, 18(12):e0293192.(SCI检索)

[9]Pei Yin, Xiaoling Wang. A New Stochastic Magnus Expansion For Linear Stochastic Differential Equations, Engineering Letters, 2022, 30(4):1353-1363. (EI检索)

[10]Yin P, Zhang J, et al. Privacy Risk Perception of Online Medical Community Users Based on Deep Neural Network. Front. Psychol. 2022, 13:914164. (SSCI检索)

[11]Pei Yin, Dandan Ji, et al. Multimodal Deep Collaborative Filtering Recommendation Based on Dual Attention. Neural Computing and Applications. 2022, 35 (12) , pp.8693-8706.(SCI检索)

[12]吴远琴，尹裴*，干宏程. 众筹项目推荐：面向隐式反馈的深度学习协同过滤. 小型微型计算机系统. 2021，42(2):326-333.

[13]Xicheng Yin, Hongwei Wang, Pei Yin, Hengmin Zhu, Zhenyu Zhang. A co-occurrence based approach of automatic keyword expansion using mass diffusion. Scientometrics. 2020, 124(3): 1885-1905. (SSCI/SCI双检索, JCR一区)

[14]Xicheng Yin, Hongwei Wang, Pei Yin, Hengmin Zhu. Agent-based opinion formation modeling in social network: A perspective of social psychology. Physica A: Statistical Mechanics and its Applications. 2019, 532: 121786. (SCI检索,中科院二区)

[15]Song Gao, Ou Tang, Hongwei Wang, Pei Yin. Identifying competitors through comparative relation mining of online reviews in the restaurant industry. International Journal of Hospitality Management, 2018, 71: 19~32. (SSCI检索一区TOP, IF=11.7)

近三年会议论文

[1]Invited speeker/panelist. Empowering Teaching and Learning with Generative AI: Reflections and Practices. AI in Teaching Around the World online workshop within the DAAD project HAW.Resilient, Nov. 22, 2024.

[2]Xuchen Fang, Pei Yin, Han Yan. An Empirical Study on the Spillover Effect of Monetary Incentives on Physicians’ Free Knowledge Contribution Behaviors in Online Healthcare Communities. In proceedings of The Twentieth-third Wuhan International Conference on E-business, Wuhan, China, 2024. (EI检索)

[3]Wenlong Jiang, Pei Yin, Wangwei Zhu. Cryptocurrency Transaction Fraud Detection Based on Imbalanced Classification With Interpretable Analysis. In proceedings of The Twentieth-third Wuhan International Conference on E-business, Wuhan, China, 2024. (EI检索)

[4]Zijie Ma, Pei Yin, Li-ke Zhang, An Empirical Study of the Effect of Leadership Style on Project Performance in Open Innovation Communities from the Perspective of Online Collaboration. In proceedings of The Twentieth-third Wuhan International Conference on E-business, Wuhan, China, 2024. (EI检索)

[5]王静，尹裴，谭骁. 基于对抗网络的众包任务推荐:考虑兴趣与能力因素的交互. 2023年中国系统工程学会信息系统工程专业委员会学术年会（CNAIS 2023）, 2023, 10月20-22日, 中国，杭州.

[6]严晗，尹裴，朱王威. 在线医疗社区中医生免费知识贡献行为对患者问诊决策的影响研究. 2023年中国系统工程学会信息系统工程专业委员会学术年会（CNAIS 2023）, 2023, 10月20-22日, 中国，杭州.

[7]尹裴，赵军，邓歆乐. 基于信息增强的多样本对比学习推荐算法. 第七届中国系统科学大会. 2023. 05.20-21, 中国重庆.

[8]Pei Yin, Ya Chen, Hongcheng Gan. Analysis of the impact of picture cues on crowdfunding project financing success and the moderating effect of project type. in proceedings of The Twenty-first Wuhan International Conference On E-Business (WHICEB 2022), 2022, May 28th-29th, online.

[9]Pei Yin, Dandan Ji, Hongcheng Gan. Multimodal Deep Collaborative Filtering Recommendation of Crowdfunding Project Based on Dual Attention. in proceedings of The Twenty-first Wuhan International Conference On E-Business (WHICEB 2022), 2022, May 28th-29th, online.

[10]尹裴, 张骏, 干宏程. 面向在线健康社区融合效用与兴趣的用户健康干预推荐策略研究. 2022年中国系统工程学会信息系统工程专业委员会学术年会（CNAIS 2022）, 2022, 12月3-5日, 线上会议.

[11]姬丹丹, 尹裴, 干宏程. 基于双重注意力的多模态深度协同过滤推荐, 第六届营销科学与创新国际高峰论坛（MSI 2022）, 2022, 4月16日-17日, 线上会议.

学术专著

[1] PEI YIN. Big Data Security and Privacy Protection. Scholar Publishing Group. 2025.

[2] 尹裴，王洪伟. 基于LDA主题模型和领域本体的中文产品评论细粒度情感分析. 同济大学出版社. 2018.

教材

[1] 樊重俊，施柏州，尹裴，等. 人工智能基础与应用，清华大学出版社，2020.

[2] 樊重俊，林子谦，尹裴，熊红林. 机器学习与Python应用，立信会计出版社，2024.

信息管理与数据挖掘（硕士生，博士生）

人工智能（专硕）

自然语言处理（本科）

自然语言处理实验（本科）

人工智能基础实验（本科）

上海信息学会会员

2023年11月受邀担任公安部第三研究所“数据安全稽查监管平台”评审专家

2017.09 – 2018.06, 受邀担任The Pacific Asia Conference on Information Systems (PACIS 2018) Track Chair, 主持的Track主题为“Service Science, Service Design, and User Experience”.

2017.05, 上海市晨光学者,上海市教委