Conference Chair:
Robert Stahlbock
eMail
conference-chair@dmin-2007.com
Tel.+49.40.42838-3063
Conference & Programme
Co-chairs:
Sven F. Crone
Stefan Lessmann
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Call for Papers
Annals of Information Systems (AoIS, Springer)
Special Issue on Data Mining
Guest Editors: Robert Stahlbock, Sven F. Crone, Stefan Lessmann
Data mining has
experienced an explosion of interest over the last two decades, and has
been established as a sound paradigm to derive knowledge from large,
heterogeneous streams of data, often using computationally intensive
methods. It continues to attract researchers from multiple disciplines,
including computer sciences, statistics, operations research,
information systems and management science. Successful applications
include domains as diverse as corporate planning, medical decision
making, bioinformatics, web-usage mining, text- and image recognition,
direct marketing and credit scoring. Research in information systems
equally reflects this inter- and multidisciplinary approach. Information
systems research exceeds the software and hardware systems that support
data-intensive applications, analysing the systems of individuals, data
and all manual or automated activities that process the data and
information in a given organization, Therefore the journal ‘Annals of
Information Systems’ will devote a special issue to topics at the
intersection of information systems and data mining.
The special issue strives to
explore the synergies between information systems and data mining. We welcome
all submissions related to both information systems and data mining aspects.
Contributions that elaborate the targeted applications and their significance
rather than focusing solely on algorithmic aspects, are particularly encouraged.
The special issue also serves as a special publication of the 2007 International
Conference on Data Mining, DMIN’07 (www.dmin-2007.com). All conference attendees
are encouraged to submit revised and extended versions of their manuscripts.
Topics of interest include but are not limited to:
-
Predictive data mining
-
Managerial decision support
-
Data mining applications in
marketing, operations management, finance, logistics and supply chain
management
-
Data warehousing and
business intelligence
-
Document classification and
web-usage mining
-
Association rule mining and
market basket analysis
-
Security, privacy and social
impact of data mining
-
Data mining in empirical
software engineering
-
Supporting/automating KDD
tasks (pre- and postprocessing, visualization, etc.)
-
Medical data mining and
bioinformatics
Review Process
Each manuscript has to comply
with the journal’s typing instructions and will be peer-reviewed according to
the usual standards of an esteemed international journal. Providing papers fit
into the theme of the special issue, the quality and originality of the
contribution will serve as major acceptance criteria for each submission. To
enable a timely publication of the special issue, papers which are unequivocally
out of scope will be rejected without detailed review.
Important Dates
- Deadline for manuscripts:
31st
of January 2008
- Notification of authors:
31st
of March 2008
- Revision due: 30th
of June 2008
Submission
Instructions
Manuscripts should be
submitted in pdf format via email to ‘submit_ais@dmin-2007.com’. Papers should
provide a cover page containing paper title, authors – including indication of
corresponding author – and a short statement of contribution (max. 100 words).
The manuscript must be typewritten in English and 1.5-spaced throughout. Papers
should not exceed 6,000 words including abstract and references. Manuscripts
previously published at DMIN’07 must provide substantially revised extensions of
papers. The paper must have a different title from the conference paper, and the
extended paper must also be significantly different from the DMIN’07 submission
– sharing no more than 40% content in common.
Information about AoIS
 Annals
of Information Systems Series
Editors: Ramesh Sharda, Stefan Voß
ISSN: 1934-3221
Annals of Information Systems comprises
serialized volumes that address a specialized topic or a theme. AoIS publishes
peer reviewed works in the analytical, technical as well as the organizational
side of information systems. The Annals focus on high quality scholarly
publications. The numbered volumes are guest-edited by experts in a specific
domain. Some volumes may be based upon refereed papers from selected
conferences. AoIS volumes are available as individual books as well as a
serialized collection. Annals of Information Systems is allied with the
‘Integrated Series in Information Systems’ (IS2).
Download of CfP (pdf) (last
update Oct 7, 2007)
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