陈国青
EMC讲席教授
管理科学与工程系 教授

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电邮 chengq@sem.tsinghua.edu.cn
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个人简介
研究成果
研究项目
媒体报道

陈国青，清华大学经济管理学院EMC讲席教授，学术委员会主任。2005年度受聘教育部；2007年度获复旦管理学杰出贡献奖；2009年度获国际模糊系统学会“IFSA Fellow”。陈国青教授现担任教育部高等学校管理科学与工程类专业教学指导委员会主任委员，国家信息化专家咨询委员会成员，国家自然科学基金委大数据重大研究计划指导专家组组长；中国信息经济学会副理事长，中国系统工程学会副理事长，中国管理现代化研究会副理事长。曾任国际信息系统协会中国分会（CNAIS）创始主席（2005-2013），国际模糊系统学会（IFSA）副主席（2015-2019），国际商学院PIM联盟联执主席（2010-2013）。担任多个国际会议主席以及多个国际学术杂志的编辑或编委。
陈国青教授主要研究与教学领域为商务智能与大数据、电子商务与决策支持、IT战略与管理、模糊逻辑与数据模型等。在国内外发表大量学术论著，主持国家自然科学基金委重大项目（新兴电子商务以及大数据领域）、国家科学基金项目（商务智能领域）等多个国家级科研项目，以及多个国际合作、企业信息战略和管理项目。主讲本科生、研究生以及高层管理培训课程，包括《管理信息系统》（国家级精品课程）、《高级信息系统》、《大数据时代的管理》、《数据模型与决策》、《移动互联背景下的管理挑战与深度商务分析》等。出版《管理信息系统-—原理、方法与应用》（高等教育出版社）、《商务智能原理与方法》（电子工业出版社）等多部国家级规划教材；全国百篇优秀博士论文指导教师。






论文
“Assortment Size and Performance of Online Sellers: An Inverted U-Shaped Relationship”. Journal of Association for Information Systems (JAIS), 2019, forthcoming. （with YM He, XH Guo）
“Identifying Complements and Substitutes of Products: A Neural Network Framework Based on Product Embedding”. ACM Transactions on Knowledge Discovery from Data (ACM TKDD), 1303, 2019, 34: 1-29. (with MY Zhang, X Wei, XH Guo, Q Wei)
“大数据给我们带来了哪些改变？”，《光明日报》，2019.7.13.
“管理决策情境下大数据驱动的研究和应用挑战—范式转变与研究方向”，《管理科学学报》，2018.7. （合作者：吴刚、顾远东、陆本江、卫强）
"Modeling Buying Motives for Personalized Product Bundle Recommendation". ACM Transactions on Knowledge Discovery from Data (ACM TKDD), V11, N3, 2017, 28:1-26. (with GN Liu, YJ Fu, H Xiong, C Chen)
"Extracting Representative Information on Intra-Organizational Blogging Platforms". MIS Quarterly (MISQ), V41, N4, 2017, 1105-1127. (with XH Guo, Q Wei, J Zhang, DD Qiao)
“Providing Consistent Opinions from Online Reviews: A Heuristic Stepwise Optimization Approach”. INFORMS Journal on Computing (INFORMS JOC), V28, N2, 2016, 236-250. (with ZQ Zhang, Q Wei, XH Guo)
"A Novel Bipartite Graph Based Competitiveness Degree Analysis from Query Logs". ACM Transactions on Knowledge Discovery from Data (ACM TKDD), V11, N2, 2016, 21:1-21:25. (with Q Wei, DD Qiao, J Zhang, XH Guo)
“Predicting the Incremental Benefits of Online Information Search for Heterogeneous Consumers”. Decision Sciences (DSJ), V47, N5, 2016, 957-988. (with H Wang, XH Guo, MY Zhang, Q Wei)
"Corporate Blogging and Job Performance: The Effects of Work-related and Nonwork-related Participation". Journal of Management Information Systems (JMIS), 32:4, 2015, 285-314. (with BJ Lu, XH Guo, NL Luo)
“大数据驱动的管理与决策前沿课题”，《管理世界》，2014.11。（合作者：徐宗本，冯芷艳，郭迅华，曾大军）
“A Behavioral Distance for Fuzzy-Transition Systems”. IEEE Transactions on Fuzzy Systems (IEEE TFS), V21, N4, 2013, 735-747. (with YZ Cao, SX Sun, HQ Wang)
“未来信息化发展方向”，《人民日报》，2013.1.9。
“大数据背景下商务管理研究若干前沿课题”，《管理科学学报》，2013.1。（合作者：冯芷艳，郭迅华，曾大军，陈煜波）
“Business Intelligence and Analytics: research directions”. ACM Transactions on Management Information Systems (ACM TMIS), V3,N4, 2013, 17:1-10. (with EP Lim, HC Chen)
“Extracting Representative Information to Enhance Flexible Data Queries”. IEEE Transactions on Neural Networks (IEEE TNN), V23, N6, 2012, 928-941. (with J Zhang, XH Tang)
“Building a Highly-Compact and Accurate Associative Classifier”. Applied Intelligence, 34(1), 2011, 74-86. (with X Zhang, Q Wei)
“Bisimulations for Fuzzy Transition Systems”. IEEE Transactions on Fuzzy Systems (IEEE TFS), V19, N3, 2011, 540-552. (with YZ Cao, EE Kerre)
“A Fuzzy Petri Nets Model for Computing with Words”. IEEE Transactions on Fuzzy Systems (IEEE TFS), 18(3), 2010, 486-499. (with YZ Cao)
“Towards Controlling Virus Propagation in Information Systems with Point-to-Group Information Sharing”. Decision Support Systems (DSS), 48, 2009, 57-68. (with H Yuan, H Xiong, JJ Wu)
“Intelligent-Commerce Research in China”. IEEE Intelligent Systems, 23(6), 2008, 14-18. (with D Zeng, FY Wang, XL Zheng, Y Yuan, J Chen)
“Mining Pure Linguistic Associations from Numerical Data”. International Journal of Approximate Reasoning (IJAR), 48, 2008, 4-22. (with V Novak, I Perfilieva, A Dvorak, Q Wei, P Yan)
“Retraction and Generalized Extension of Computing with Words”. IEEE Transactions on Fuzzy Systems (IEEE TFS), V15, N6, 2007, 1238-1250. (with YZ Cao, MS Ying)
“State-Based Control of Fuzzy Discrete Event Systems”. IEEE Transactions on SMC (B) (IEEE SMC (B)), 3(2), 2007, 410-424. (with YZ Cao, MS Ying)
“A New Approach to Classification Based on Association Rule Mining”. Decision Support Systems (DSS), 42, 2006, 674-689. （with HY Liu, L Yu, Q Wei, X Zhang）
“Equivalence and Transformation of Extended Algebraic Operators in Fuzzy Relational Databases”. Fuzzy Sets and Systems (FSS), 157(12), 2006, 1581-1596. (with XH Tang)
“Internet Diffusion in Chinese Companies- The Overall Process and Perceived Patterns”. Communications of the ACM (CACM), 48(4), 2005, 54-58.（with XH Guo）
“Fuzzy association rules and the extended algorithms”. Information Sciences (INS), 147, 2002, 201-228. (with Q Wei)
“Normalization based on fuzzy functional dependency in a fuzzy relational data model”. Information Systems，V21, N3, 1996, 299-310. (with EE Kerre, J Vandenbulcke)
“A general treatment of data redundancy in a fuzzy relational data model”. Journal of the American Society for Information Science (JASIS), 43, 1992, 304-311. (with J Vandenbulcke, EE Kerre)
书/著作
陈国青，郭迅华，马宝君，《管理信息系统---原理、方法与应用》（第3版），高等教育出版社，2019。
陈国青，冯芷艳，路江涌，刘军 等著，《工商管理学科“十三五”发展战略与优先赞助领域研究报告》，科学出版社，2016。
陈国青，卫强，张瑾，《商务智能原理与方法》（第2版），电子工业出版社，2014。
陈国青等主编，《中国高等院校信息系统学科课程体系CIS2011》，清华大学出版社，2011。
沃伦.麦克法兰，陈国青，《中国企业管理-清华哈佛案例与教程》，清华大学出版社，2009。(含《教师手册》)
沃伦.麦克法兰（美）, 理查德.诺兰（美）, 陈国青, 《IT战略与竞争优势》，高等教育出版社，2003。
Guoqing Chen, 《Fuzzy Logic in Data Modeling: Semantics, Constraints, and Database Design》, Kluwer Academic Publishers, Boston, 1998.
案例
“China Merchants Bank: Here Just For You”. Harvard Business School, 2009 (HBS case# R9-307-081) (with FW McFarlan, M Chen, G Donovan, HY Zhu, B Yang)
“China Merchants Bank”, Harvard Business School, 2007 (HBS case# 9-307-081) (with FW McFarlan, HY Zhu, B Yang)
“Digital China Holdings Limited: Managing the Transition from a Product-oriented towards a Service-oriented Company”, Harvard Business School, 2007 (HBS case# 9-307-093). (with FW McFarlan, K Reimers, XH Guo)
“Information Technology at COSCO”, Harvard Business School, 2005 (HBS case# 9-305-080). (with FW McFarlan, D Lane)
“Digital China Holdings Ltd.: ERP as a Platform for Building New Business Capabilities”, Harvard Business School, 2002 (HBS case# 9-302-080). (with FW McFarlan, K Reimers)
“Shenzhen Stock Exchange”, Harvard Business School, 2001 (HBS case# 9-302-070). (with FW McFarlan, D Kiron, IT Li)
“COSCO”, Harvard Business School, 2001 (HBS case# 9-302-051). (with FW McFarlan, D Lane)
“Cisco China”, Harvard Business School, 2001 (HBS case# 9-302-069). (with FW McFarlan, D Kiron)