Ph.D. Operations and Information Management, The Wharton School, University of Pennsylvania, 2004
Master of Arts (M.A.), Operations and Information Management, The Wharton School, University of Pennsylvania, 2001
Bachelor of Engineering (B.E.), Management Information Systems, School of Economics and Management, Tsinghua University, 1998
Business analytics, big data analytics, predictive modeling, artificial intelligence and machine learning
Professor Yinghui (Catherine) Yang focuses her research on business intelligence, big data, machine learning, data mining methods for business applications, online shopping patterns analysis, user profiling, etc. Her research has been published in top-tier journals in Information Systems, Marketing and Computer Science, including Information Systems Research, Marketing Science, INFORMS Journal on Computing, IEEE Transactions on Knowledge and Data Engineering and ACM Transactions on Database Systems.