[Bio-matrix] CFP- WebKDD 2005 (ACM SIGKDD workshop on Knowledge
Discovery and Data mining in the Web)
biomatrx at iubio.bio.indiana.edu
biomatrx at iubio.bio.indiana.edu
Tue Apr 26 22:06:55 EST 2005
===============================================================================
WebKDD 2005 - Taming Evolving, Expanding and Multi-faceted Web
Clickstreams
August 21, 2005, Chicago, Illinois
http://db.cs.ualberta.ca/webkdd05/
CALL FOR PAPERS
At the 11th ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (KDD 2005)
August 22-24, 2005, Chicago, Illinois
================================================================================
=
Important Dates
===============
o May 17, 2005: Electronic submission of titles and abstracts
o May 24, 2005: Electronic submission of full papers
o June 17, 2005: Author notification
o July 18, 2005: Submission of Camera-ready papers (hard deadline)
o August 21, 2005: Workshop in Chicago, Illinois
Workshop Topics
===============
WebKDD '05 calls for contributions related to data mining of Web log
data, site
information, document contents, web semantics, user records and
preferences, for
the exploitation of the mining results for user profiling, user
modeling and for
building intelligent Web applications. Web access patterns tend to be
very dynam
ic
in nature, due not only to the dynamics of Web site content and
structure, but a
lso
to changes in the user's interests, and thus their navigation
patterns. Furtherm
ore,
the inherent and increasing heterogeneity of the Web has required
Web-based
applications to more effectively integrate a variety of types of data
across mul
tiple
channels and from different sources such as content, structure, and
more recentl
y,
semantics. A focus on techniques and architectures for more effective
exploitati
on
and mining of such multi-faceted data is likely to lead to the next
generation o
f
more useful and more intelligent applications. Emphasis will also be
placed on m
ining
massive and evolving Web clickstreams within a stream mining
framework, and enha
ncing
Web usage mining using additional information channels. Interesting
contribution
s will
include the following subjects:
Web Usage Mining and Web Analytics:
- Web mining over dynamic and volatile Web sites
- Web mining over drifting usage and user data
- Modeling, understanding and explaining change in web usage
- Incorporating semantics into the analysis of the volatile Web
- Designing metrics for the volatile Web
Web content and structure mining:
- Wrapper generation and information extraction for volatile Web sites
- Adaptive Web content mining for Web documents and multimedia
contents
- Extracting meta-information for a volatile Semantic Web
- Integration of Web content, usage, and structure data for Web mining
Enabling technologies:
- Mining evolving Web data streams
- Data warehousing (both web and non-web data)
- Data collection and preparation
- Multi-relational data mining applied to Web mining
- Scalable techniques for clustering Web data
- Data visualization techniques
- Knowledge Management in Web mining
Modeling users and usage:
- Generating and updating profiles from implicit or explicit user
preferences
- Discovering misuse and fraud
- Personalized taxonomies or ontologies (for individuals or user
communities)
- Alert and information filtering systems
- Cognitive models for Web navigation and e-commerce interactions
Applications:
- Recommendation and personalization systems over a volatile Web
- Identifying communities in collaborative platforms, fora and
marketplaces
- Analyzing usage and user behavior in fora, marketplaces and portals
- Detecting patterns of malicious behavior and privacy threats
- Adaptability in site/user interaction
Paper Submission
================
All submissions must be made electronically on
http://db.cs.ualberta.ca/webkdd05/MyReview/ and must adhere to
formatting
instructions, including Latex templates and sample source files on
on http://db.cs.ualberta.ca/webkdd05/authors.html.
Papers should be no longer than 12 single-column, single-spaced pages
(or 5,000
words)
inclusive of all references and figures. All papers must be submitted
in either
PDF
(preferred) or postscript. Please ensure that any special fonts used
are included in the submitted documents. All papers must be original,
and have not been published elsewhere. For more information about
formatting you
r
paper and a sample, please see
http://db.cs.ualberta.ca/webkdd05/webkddsample.pd
f
The workshop proceedings are distributed to the SIGKDD'05 attendees
who register
for the workshop. Note that registration for the workshop is free to
the confere
nce
attendees.
Authors of accepted papers will be invited to submit a full
version of their accepted papers to be published as a chapter in an
edited book
to be
published by Springer-Verlag after a second round of reviews pending
approval.
Important Dates
===============
o May 17, 2005: Electronic submission of titles and abstracts
o May 24, 2005: Electronic submission of full papers
o June 17, 2005: Author notification
o July 18, 2005: Submission of Camera-ready papers (hard deadline)
o August 21, 2005: Workshop in Chicago, Illinois
Co-Chairs of WebKDD'05: Taming Evolving, Expanding and Multi-faceted
Web Clickst
reams
================================================================================
========
Olfa Nasraoui, University of Louisville, USA
Osmar Zaiane, University of Alberta, Canada
Myra Spiliopoulou, Otto-von-Guericke-University Magdeburg,
Germany
Bamshad Mobasher, DePaul University, USA
Philip Yu, IBM T. J. Watson, USA
Brij Masand, Data Miners, Inc., USA
Program Committee of WebKDD'05: Taming Evolving, Expanding and
Multi-faceted Web
Clickstreams
================================================================================
===============
Charu Aggarwal IBM T. J. Watson
Sarabjot S. Anand University of Warwick
Jonathan Becher Pilot Software
Bettina Berendt HU Berlin
Ed Chi Xerox PARC
Robert Cooley KXEN
Wei Fan IBM T. J. Watson
Wolfgang Gaul University of Karlsruhe
Joydeep Ghosh University of Texas
Marco Gori University of Siena, Italy
Fabio Grandi University of Bologna
Dimitrios Gunopulos University of California, Riverside
Raghu Krishnapuram IBM India
Ravi Kumar IBM Almaden
Vipin Kumar AHPCRC-U. of Minnesota
Mark Levene Birkbeck University of London
Ee-Peng Lim Nanyang Tech. University
Bing Liu University of Illinois at Chicago
Huan Liu Arizona State University
Stefano Lonardi University of California, Riverside
George Karypis University of Minnesota
Sanjay Kumar Madria University of Missouri-Rolla
Rajeev Motwani Stanford University
Alex Nanopoulos Aristotle University, Greece
Ernestina Menasalvas Univ. Polytecnica Madrid, Spain
Dunja Mladenic J. Stefan Institute, Slovenia
Jian Pei Simon Fraser University, Canada
Rajeev Rastogi Bell Labs/Lucent
John Roddick Flinders University
Jing Shyr SPSS
Ramakrishnan Srikant IBM Almaden
Jaideep Srivastava University of Minnesota
Mohammed Zaki Rensselaer Polytechnic Institute
======================================================================
For additional information, please visit the Workshop Web site at:
http://db.cs.ualberta.ca/webkdd05/
For inquiries, please contact Olfa Nasraoui and Osmar Zaiane at:
webkdd05 @ cs . ualberta . ca
======================================================================
--
&
(o o)
____oOO__(_)__OOo__________________________________________________________
Osmar R. ZAIANE, Ph.D. | office: ATH 352 (Athabasca Hall)
Associate Professor (Prof. Agrege) | e-mail: zaiane at cs.ualberta.ca
Department of Computing Science | phone : 1-780 492 2860
University of Alberta | fax : 1-780 492 1071
Edmonton, Alberta, T6G 2E8 Canada | http://www.cs.ualberta.ca/~zaiane/
_oooO___________Oooo_______________________________________________________
( ) ( )
\ ( ) /
\_) (_/
More information about the Biomatrx
mailing list