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Web Mining: Information and
Pattern Discovery on the World Wide Web, by Robert Cooley,
Bamshad Mobasher, and Jaideep Srivastava, ICTAI 1997.
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Web Mining Research: A
Survey, by Raymond Kosala and Hendrik Blockeel, SIGKDD
Explorations, July 2000.
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Web Usage Mining: Discovery and
Applications of Usage Patterns from Web Data, by Jaideep
Srivastava, et. al., SIGKDD Explorations, January 2000.
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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.
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Web Usage Mining for Web Site
Evaluation, by Myra Spiliopoulou, Communications of ACM, August
2000.
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Mining
E-Customer Behavior, by Jesus Mena - Online Article in DB2
Magazine, 1999.
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An Internet-enabled Knowledge
Discovery Process, by Alex Buchner, et. al., MINEit Software
Ltd., 1999.
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Integrating E-Commerce and
Data Mining:
Architecture and Challenges, by Suhail Ansari, et. al., Blue
Martini Software.
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Driving e-Commerce Profitability
From Online and Offline Data, White paper form Torrent Systems.
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E-Commerce Intelligence: Measuring,
Analyzing, and Reporting on Merchandising Effectiveness of Online
Stores, by Stephen Gomory, et. al., IBM T. J. Watson Research
Center.
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E-Metrics Business Metrics For
The New Economy, White Paper from NetGenesis.
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Data mining models as services on
the internet, by Sunita Sarawagi Sree and Hari Nagaralu, SIGKDD
Explorations, July 2000.
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Clustering Users of Large Web
Sites into Communities, by Georgios Paliouras, et. al., ICML
2000.
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Automatic Personalization Based
on Web Usage Mining, by Bamshad Mobasher, Robert Cooley, and
Jaideep Srivastava, Communications of ACM, August 2000.
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Integrating Web Usage and
Content Mining for More Effective Personalization, by Bamshad
Mobasher et. al., EC-Web 2000 (also available in
HTML.
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User Profiling in
Personalization Applications through
Rule Discovery and Validation, by Gediminas Adomavicius and
Alexander Tuzhilin, KDD 1999.
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Experiences with Personalization on
Yahoo, by Udi Manber, Communications of ACM, August 2000.
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Personalization and
Privacy, by Eugene Volokh, Communications of ACM, August 2000.
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Data mining for hypertext: A
tutorial survey, by Soumen Chakrabarti, SIGKDD Explorations,
January 2000.
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Text Mining: Finding Nuggets in
Mountains of Textual Data, by Jochen Dorre, Peter Gerstl, and
Roland Seiffert, KDD 1999.
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Concept-Based Knowledge Discovery in
Text Extracted From the Web, by Stanley Loh, Liandro Krug
Wives, and Josse Palazzo De, SIGKDD Explorations, July 2000.
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Text-Learning and Related
Intelligent Agents: A Survey, by Dunja Mladenic, IEEE
Intelligent Systems, July/August 1999.
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Information Retrieval on the
World Wide Web, by Venkat Gudivada, et. al., IEEE Internet
Computing, September, 1997.
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Using Metadata to Enhance a Web
Information Gathering System, by Neel Sundaresan, Jeonghee Yi,
and Anital Huang, WebDB 2000.
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Extracting Patterns and Relations
from the World Wide Web, by Sergey Brin, Stanford University.
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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.
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Fab: Content-Based,
Collaborative Recommendation, by Marko Balabanovic and Yoav
Shoham, ACM Communications, March 1997.
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Analysis of Recommendation
Algorithms for E-Commerce, by Badrul Sarwar, et al., ACM
Electronic Commerce Conference, November 2000.
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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.
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TetraFusion: Information Discovery on
the Internet, by Francis Crimmins and Alan F. Smeaton, IEEE Intelligent
Systems, July/August 1999.
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The Deep Web: Surfacing Hidden Value,
White Paper from BrightPlanet, July 2000.
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Lessons and Challenges from Mining Retail E-Commerce Data,
by Ron Kohavi, et al., Journal of Machine Learning, 2003.
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Modeling Web Robot Navigation Patterns,
by Pang-Ning Tan and Vipin Kumar, WebKDD Workshop at the ACM SIGKDD Conference, 2000.
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