Dr. Cong Wang is an assistant professor at Guanghua School of Management, Peking University. She holds a Ph.D. in Information Systems from Tsinghua University. She got her BA in information systems and economics from Peking University. She worked as a postdoc fellow at Carnegie Mellon University prior to joining Guanghua. Dr. Wang's research interest lies in the intersection of big data analytics, machine learning and management information systems, focusing on decision support with uncertainty and temporal dynamics, pattern recognition and knowledge discovery from big data, as well as their applications in areas of e-commerce, fintech and healthcare etc. Her research work has been published in journals including INFORMS Journal on Computing, Decision Support Systems, Fundamental Research etc.
Representative Publications
• "A Review Selection Method for Finding an Informative Subset from Online Reviews." 2021. INFORMS Journal on Computing 33 (1): 280-299. （with J Zhang, GQ Chen.）
• "Calibration of Voting-Based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach." 2021. INFORMS Journal on Computing 33 (1): 246-261. (with XH Guo, GQ Chen, Q Wei, ZQ Zhang. )
• "Inferring multi-stage risk for online consumer credit services: An integrated scheme using data augmentation and model enhancement." 2021. Decision Support Systems 149:113611. (with JL Zhou, F Ren, GQ Chen.)
• “Managing privacy in the digital economy”. 2021. Fundamental Research, 1(5): 543-551. (with C Wang, N Zhang)
• “A Temporal Consistency Method for Online Review Ranking”. 2018. Knowledge-based Systems. 143: 259-270. (with Q Wei, GQ Chen)
•"How 'Small' Reflects 'Large'?—Representative Information Measurement and Extraction". 2018. Information Sciences. 460: 519-540. (with GQ Chen, MY Zhang, Q Wei, BJ Ma)
