CSIT 521: Useful Links and Data Sets

Spring 2003

Academic Tutorial
M. Chen, J. Han, and P. Yu. Data mining: An overview from database perspective. IEEE Transactions on Knowledge and Data Eng., 8(6):866--883, December 1996.
Industry Tutorials
- Data Mining Efforts Increase Business Productivity and Efficiency, Interview with Stephan Kudyba, Nov 2001
- The CRM-Ready Data Warehouse: Personalized Customer Lifetime Value, Learn how to calculate the lifetime value (LTV) of a customer. DM Review, February 2001
- Mining Data, by Miriam Wasserman, Federal Reserve Bank of Boston, Regional Review, Oct 27, 2000.
- Sharpen Your Edge, E-businesses are using the data mining features in latest CRM tools to outshine the competition. Internet Week, May 10, 2000
- Web Mining: The E-tailers holy grail, DM Review, Jan 28, 2000.
- Bank Of Montreal Mines Knowledge From Data, Interview with Jan Mrazek, Techweb, 09/20/1999
- Digging Up $$$ With Data Mining - An Executive's Guide, by Tim Graettinger - Discovery Corps, Inc., 1999
- Business Week July 26, 1999 story The Information Gold Mine, on e-commerce and data mining
- John F. Elder IV and Dean W. Abbott, A Comparison of Leading Data Mining Tools, tutorial presented at KDD-98, New York, New York, August 28, 1998.

UCI dataset -- University of California Irvine data set
EachMovie -- Compaq Corporation's EachMovie Dataset
KDD CUP dataset -- KDD Cup information
1998 KDD CUP dataset
1999 KDD CUP dataset
IBM Synthetic Dataset -- Dataset used in many research papers
2002 KDD CUP