Dailun ShiIBM Research Division, Thomas J. Watson Research Center, 19 Skyline Drive, Hawthorne, NY 10532 (Dailun@us.ibm.com). Dr. Shi is a research staff member in the Systems Analysis and Optimization group. He has a Ph.D. degree in management, an M.B.A. in finance, and M.S. in industrial engineering, all from Georgia Institute of Technology. He also has an M.S. degree in mathematics from Brown University. Before his career in research at IBM, Dr. Shi worked as a manager at Citigroup with responsibility for network crisis management. His current primary research interest is in the modeling of business, management, and technology issues and problems. His specific research areas include risk management, intelligence for business contracts, operations management, supply chain management, outsourcing, and e-commerce.