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Online Papers

  1. Web Mining: Information and Pattern Discovery on the World Wide Web, by Robert Cooley, Bamshad Mobasher, and Jaideep Srivastava, ICTAI 1997.

  2. Web Mining Research: A Survey, by Raymond Kosala and Hendrik Blockeel, SIGKDD Explorations, July 2000.

  3. Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data, by Jaideep Srivastava, et. al., SIGKDD Explorations, January 2000.

  4. Data Preparation for Mining World Wide Web Browsing Patterns, by Robert Cooley, Bamshad Mobasher, and Jaideep Srivastava, Knowledge and Information Systems, Volume 1, No. 1, 1999.

  5. Web Usage Mining for Web Site Evaluation, by Myra Spiliopoulou, Communications of ACM, August 2000.

  6. Mining E-Customer Behavior, by Jesus Mena - Online Article in DB2 Magazine, 1999.

  7. An Internet-enabled Knowledge Discovery Process, by Alex Buchner, et. al., MINEit Software Ltd., 1999.

  8. Integrating E-Commerce and Data Mining: Architecture and Challenges, by Suhail Ansari, et. al., Blue Martini Software.

  9. Driving e-Commerce Profitability From Online and Offline Data, White paper form Torrent Systems.

  10. E-Commerce Intelligence: Measuring, Analyzing, and Reporting on Merchandising Effectiveness of Online Stores, by Stephen Gomory, et. al., IBM T. J. Watson Research Center.

  11. E-Metrics Business Metrics For The New Economy, White Paper from NetGenesis.

  12. Data mining models as services on the internet, by Sunita Sarawagi Sree and Hari Nagaralu, SIGKDD Explorations, July 2000.

  13. Clustering Users of Large Web Sites into Communities, by Georgios Paliouras, et. al., ICML 2000.

  14. Automatic Personalization Based on Web Usage Mining, by Bamshad Mobasher, Robert Cooley, and Jaideep Srivastava, Communications of ACM, August 2000.

  15. Integrating Web Usage and Content Mining for More Effective Personalization, by Bamshad Mobasher et. al., EC-Web 2000 (also available in HTML.

  16. User Profiling in Personalization Applications through Rule Discovery and Validation, by Gediminas Adomavicius and Alexander Tuzhilin, KDD 1999.

  17. Experiences with Personalization on Yahoo, by Udi Manber, Communications of ACM, August 2000.

  18. Personalization and Privacy, by Eugene Volokh, Communications of ACM, August 2000.

  19. Data mining for hypertext: A tutorial survey, by Soumen Chakrabarti, SIGKDD Explorations, January 2000.

  20. Text Mining: Finding Nuggets in Mountains of Textual Data, by Jochen Dorre, Peter Gerstl, and Roland Seiffert, KDD 1999.

  21. Concept-Based Knowledge Discovery in Text Extracted From the Web, by Stanley Loh, Liandro Krug Wives, and Josse Palazzo De, SIGKDD Explorations, July 2000.

  22. Text-Learning and Related Intelligent Agents: A Survey, by Dunja Mladenic, IEEE Intelligent Systems, July/August 1999.

  23. Information Retrieval on the World Wide Web, by Venkat Gudivada, et. al., IEEE Internet Computing, September, 1997.

  24. Using Metadata to Enhance a Web Information Gathering System, by Neel Sundaresan, Jeonghee Yi, and Anital Huang, WebDB 2000.

  25. Extracting Patterns and Relations from the World Wide Web, by Sergey Brin, Stanford University.

  26. Web for Data Mining: Organizing and Interpreting the Discovered Rules Using the Web, by Yiming Ma, Bing Liu, and Ching Kian Wong, SIGKDD Explorations, July 2000.

  27. Fab: Content-Based, Collaborative Recommendation, by Marko Balabanovic and Yoav Shoham, ACM Communications, March 1997.

  28. Analysis of Recommendation Algorithms for E-Commerce, by Badrul Sarwar, et al., ACM Electronic Commerce Conference, November 2000.

  29. CiteSeer: An Autonomous Web Agent for Automatic Retrieval and Identification of Interesting Publications, by Kurt D. Bollacker, Steve Lawrence, and C. Lee Giles, 2nd Int'l Conference on Autonomous Agents, 1998.

  30. TetraFusion: Information Discovery on the Internet, by Francis Crimmins and Alan F. Smeaton, IEEE Intelligent Systems, July/August 1999.

  31. The Deep Web: Surfacing Hidden Value, White Paper from BrightPlanet, July 2000.

  32. Lessons and Challenges from Mining Retail E-Commerce Data, by Ron Kohavi, et al., Journal of Machine Learning, 2003.

  33. Modeling Web Robot Navigation Patterns, by Pang-Ning Tan and Vipin Kumar, WebKDD Workshop at the ACM SIGKDD Conference, 2000.


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Copyright © 2007-2008, Bamshad Mobasher, School of CTI, DePaul University.