With the explosive use of the Internet, there is an ever-increasing volume of Web data being generated and warehoused in numerous Web sites. The vastness of accessible on-line information has opened up a host of new opportunities, several of which cannot be readily addressed using existing knowledge discovery and data analysis methods. As a result, there has been a rapid growth in the field of Web Mining, which focuses on the development of new tools and technologies for the analysis of Web data, be it in the form of the content of web pages, their hyperlink structure, or usage of the web as reflected, for example, in web logs. Web mining applies data mining techniques to extract knowledge from this data, that can then be used to make web sites more effective, for the visitors and for the owners.
A one-day workshop on Web Mining is being held in conjunction with SDM 2001 in Chicago to bring together researchers from a variety of background and disciplines to discuss their work and findings that could help extract valuable information from Web data.
Enabling Technologies
- Web Data Pre-processsing
- Web Metrics and mathematical models
- Web log analysis; static and dynamic visitor profiling
- Intelligent information retrieval
- Hyperlink analysis
- Personalization
- Mining XML documents
- Multimedia Web mining
- Web data visualization
Applications
- Knowledge discovery and knowledge sharing
- User profiling and customization: both client and server side
- E-CRM: Web marketing and merchandizing
- Building adaptive web sites and web experiences
- Privacy preserving applications
- Intelligent search, querying and web navigation
Attendees are required to register for SDM 2001, but not separate registration is needed for the workshop.
Original papers are solicited on all aspects of Web mining. Submissions can be of two types:
Submissions should be in PDF or Postscript format.
A separate mail including the title, authors and abstract of the paper should
be sent separately in plain ASCII format (no HTML-tags please).
All submissions must be sent to jaideep@yodlee.com.
Papers Due:
Jan 25th,
2001 (hard deadline)
Notification of Acceptance: Feb
28th, 2001
Camera ready: Mar 16th,
2001
Workshop: Apr 7th, 2001
Anne Milley, SAS
Bamshad Mobasher, DePaul
University
Dan Boley,
University of Minnesota
Ed
Chi, Xerox PARC
Gautam Das,
Microsoft Research
Huan
Liu, Arizona State University
Jonathan Becher,
Accrue/NeoVista
Kurt
Bollacker, Internet Archive
Maurice Mulvenna, MINEit, Ireland
Ming-Syan Chen, NTU, Taiwan
Myra Spiliopoulou,
Otto-von-Guericke Universitaet
Magdeburg
Nandini Raghavan,
Doubleclick
Nitin Gautam, Amazon
Osmar R. Zaiane, University
of Alberta
Ramakrishnan Srikant,
IBM
Raymond Kosala,
Leuven, Belgium
Raymond
Mooney, University of Texas at Austin
Robert Cooley,
Groupfire
Ronny Kohavi, Blue Martini Software
Jaideep
Srivastava
Joydeep
Ghosh
Yodlee.com, Inc.
Department of Electrical & Comp Engg.
3600 Bridge Parkway, Suite 200
Engineering Science Building 516
Redwood Shores, CA 94065
The
University of Texas at Austin
Telephone: (650) 980-3656
Austin, TX 78712-1084
Fax: (650) 980-3602
Phone: (512)
471-8980
jaideep@yodlee.com
ghosh@ece.utexas.edu