个人简介
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
学术经历
2012.08--2013.08, 访问学者, 德克萨斯大学奥斯汀分校
科研项目
[1] 主持：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] 主持：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.
[3] 主持：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”.
[4] 主持：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.
[5] 主持：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.
[6] 参与：项目描述对网络借贷投资决策的影响：多维语言特征分析视角，国家自然科学基金资助项目（面上项目）.
[7] 参与：多层多维网络视角下的“互联网+舆情”扩散机理及动态管控策略研究, （面上项目）.
[8] 参与：‘小汽车/P+R’多模式出行信息对交通方式选择的影响机理研究, （面上项目）.
学术专著
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.
主讲课程
信息管理与数据挖掘（硕士生，博士生）
信息系统工程（硕士生）
机器学习（本科）
人工智能基础（本科）
人工智能综合实验（本科）
自然语言处理（本科）
自然语言处理实验（本科）
数据库基础（本科）
数据库课程设计（本科）
数据库综合实验（本科）
系统模拟（本科）
电子商务概论（本科）
荣誉
2017.05, 上海市晨光学者,上海市教委
近期论文
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[1]Pei Yin, Jun Zhang, Han Yan, Jun Zhao, Jing Wang and Chunmei Liang. Privacy Risk Perception of Online Medical Community Users Based on Deep Neural Network. Frontiers in Psychology. 2022, 13:914164.(SSCI检索 JCR一区)
[2]Pei Yin, Dandan Ji, Han Yan, Hongcheng Gan and Jinxian Zhang. Multimodal Deep Collaborative Filtering Recommendation Based on Dual Attention. Neural Computing and Applications. 2022, forthcoming. （SCI检索，中科院二区，JCR一区)
[3]Pei Yin, Jing Wang, Jun Zhao, Huan Wang, and Hongcheng Gan. Deep Collaborative Filtering: A Recommendation Method for Crowdfunding Project Based on the Integration of Deep Neural Network and Collaborative Filtering. Mathematical Problems in Engineering. 2022, 4655030. (SCI检索）
[4]Pei Yin, Ya Chen, Huan Wang, Hongcheng Gan and Ye Zhou. Recommending Crowdfunding Project: A Graph Kernel-based Link Prediction Method for Extremely Sparse Implicit Feedback. Computational Intelligence and Neuroscience. 2022, 5126140. (SCI检索）
[5]尹裴，陈亚，王欢，周晔. 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. 2022. 已录用。
[6]Pei Yin and Liang Zhang, Image Recommendation Algorithm Based on Deep Learning, IEEE Access, 2020, 8:132799-132807. (SCI检索，中科院二区，JCR一区)
[7]Pei Yin, Hongyun Yue, Hongbo Guan. Optimal Order Error Estimates of a Modified Nonconforming RotatedQ1IFEM for Interface Problems. Mathematical Problems in Engineering. 2020, 2081948. (SCI检索)
[8]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.
[9]金奚慧,干宏程,关金平,尹裴,车丽萍. 无人驾驶汽车购买意愿研究. 科技管理研究. 2021，41(8):186-192.
[10]潘旭茂，干宏程，尹裴，车丽萍. 自行车愤怒情绪的影响因素研究. 物流科技. 2020, 43(12):67-71.
[11]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检索 JCR一区)
[12]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)
[13]Pei Yin, Yunhua Ye, Xiaofei Guan. Animal Recommendation Based on Neural Network. REV CIENT-FAC CIEN V. 2019, 29(2): 438-446. (SCI检索)
[14]Xiaoling Wang, Xiaofei Guan and Pei Yin*. A New Explicit Magnus Expansion for Nonlinear Stochastic Differential Equations. Mathematics. 2020, 8,183. (SCI检索)
[15]Hongbo Guan, Chaoyang Hao, Yapeng Hong, and Pei Yin*. A Prior Error Estimate for Linear Finite Element Approximation to Interface Optimal Control Problems. IAENG International Journal of Applied Mathematics, 2020, 50 (1): 96-101. (EI检索)
[16]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)
[17]Hongwei Wang, Song Gao, Pei Yin, James Nga-Kwok Liu. Competitiveness analysis through comparative relation mining: evidence from restaurants’ online reviews. Industrial Management & Data Systems. 2017, 117(4): 672-687. (SCI检索)
[18]尹裴，王洪伟，面向产品特征的中文在线评论情感分类：以本体建模为方法，系统管理学报，2016，25（1）：103-114. (国家自然科学基金委认定的管理学A类期刊，CSSCI)
[19]Miaochan Zhao, Hongbo Guan, and Pei Yin*, A Stable Mixed Finite Element Scheme for the Second Order Elliptic Problems, IAENG International Journal of Applied Mathematics, 2016, 46(4): 545-549. (EI检索)
[20]Pei Yin, Hongwei Wang, Wei Wang. Identifying Appraisal Expressions of Online Reviews in Chinese. Lecture Notes in Computer Science, 2015, 9191: 207-218.(EI检索)
[21]Hongwei Wang, Pei Yin, Lijuan Zheng. Sentiment Classification of Online Reviews: Using Sentence-based Language Model. Journal of Experimental & Theoretical Artificial Intelligence, 2014, 26(1): 13-31. (SCI检索)
[22]Pei Yin, Hongwei Wang, Kaiqiang Guo. Feature-Opinion Pair Identification of Product Reviews in Chinese: A Domain Ontology Modelling Method. New Review of Hypermedia and Multimedia, 2013, 19(1): 3-24. (SCI检索)
[23]Hongwei Wang, Pei Yin, Jiani Yao, James N.K. Liu Text Feature Selection for Sentiment Classification of Chinese Online Reviews. Journal of Experimental & Theoretical Artificial Intelligence, 2013, 25(4): 425-439. (SCI检索)
[24]尹裴，王洪伟，郭恺强. 中文产品评论的“特征观点对”识别：基于领域本体的建模方法. 系统工程, 2013, 31(1): 68-77. (国家自然科学基金委认定的管理学A类期刊，CSSCI)
[25]王洪伟, 郑丽娟, 尹裴, 何绍义. 基于句子情感分析的中文网络评论的情感极性分类. 管理科学学报, 2013,16(9): 64-74. (国内最顶级的管理学类期刊，CSSCI)
[26][18] 王洪伟, 李渊凯, 尹裴. 基于链接分析的网络搜索排名的反作弊研究.系统管理学报. 2013,22(1): 107-113. (国家自然科学基金委认定的管理学A类期刊，CSSCI)
[27]Hongwei Wang, Man Zhou, Pei Yin, Shaoyi He. Empirical Research of Individuals’ Intention to Provide Private Information Online. INFORMATION, 2012, 15(4): 1477-1492. (SCI检索)
[28]Pei Yin, Hongwei Wang, Lijuan Zheng. Sentiment Classification of Chinese Online Reviews: Analysing and Improving Supervised Machine Learning. International Journal of Web Engineering and Technology, 2012, 7(4): 381-398. (EI检索)
[29]Pei Yin, Hongwei Wang, Wei Wang. Extracting Features for Sentiment Classification: in the Perspective of Statistical Natural Language Processing. Advances in Information Sciences and Service Sciences, 2012, 4(15): 33-41. (EI检索)
[30]Hongwei Wang, Yu Liu, Pei Yin. Study on User Preferences Modeling Based on Web Mining. International Journal of Information Technology and Management, 2012, 11(4): 307-322. (EI检索)
[31]王洪伟，郑丽娟，尹裴，史伟. 在线评论的情感极性分类研究综述. 情报科学, 2012,30(8): 1263-1271,1276 (中文核心期刊, CSSCI)
[32]Wei Shi, Hongwei Wang, Pei Yin, James N.K. Liu Ontology-driven Information Sharing Mechanism in Supply Chain Environment. Journal of Convergence Information Technology, 2011, 6(3): 217-225. (EI检索)
[33]Lijuan Zheng, Hongwei Wang, Pei Yin. Identity Authentication Based on Fingerprint Recognition and PKI in E-commerce. Applied Mechanics and Materials, 2011, 63-64: 214-217. (EI检索)
[34]王洪伟, 刘勰, 尹裴, 廖雅国. Web文本情感分类研究综述. 情报学报, 2010, 29(5): 931-938. (国家自然科学基金委认定的管理学A类期刊，CSSCI)
[35]尹裴, 王洪伟, 周曼. SOA架构下面向业务敏捷性的信息系统柔性设计. 情报杂志，2010, 29(7): 133-140. (中文核心期刊, CSSCI)
会议/研讨会论文
[1]Yuan Meng, Hongwei Wang, Pei Yin, Jin Hua. A Model-Driven Method for Quality Reviews Detection: An Ensemble Model of Feature Selection. In proceedings of The Sixteenth Wuhan International Conference on E-business, Wuhan, China, 2016.
[2]Hongwei Wang, Wei Wang, Pei, Yin. PRODWeakFinder: An Information Extraction System for Mining Product Weakness in Online Reviews Based on Sentiment Analysis. In Proceedings of The Pacific Asia Conference on Information Systems (PACIS), Chengdu, China, 2014.（EI检索）
[3]Jiani Yao, Hongwei Wang, Pei Yin. Sentiment Feature Identification from Chinese Online Reviews. In proceedings of 2011 International Conference on Computer Science and Education: Communications in Computer and Information Science, Qingdao, China, 2011.
[4]Pei Yin.“Feature-Opinion Pair” Mining for Product Online Reviews in Chinese. ACMSA 2011.
[5]Pei Yin, Hongwei Wang, Yi Wei, Yiru Lou. Game-theoretic Approach for Information Sharing between Government Departments with the Intervention of Superior Agencies. In proceedings of 2010 International Conference on e-Learning, e-Business, Enterprise Information Systems, and e-Government, Las Vegas, 2010.
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