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Representing and solving Configuration problems have always been subjects of
interest for applying and developing AI techniques because powerful knowledge-representation models are necessary to capture the great variety and complexity
of configurable product models, and efficient reasoning methods are required
to provide intelligent interactive behavior in configurator software, such as
solution search, satisfaction of user preferences, optimization, diagnosis,
etc.
Today, the number, the diversity and the complexity of configurable products
available on the market is growing, expanding from conventional equipment configuration to
software configuration, or service configuration, such as loans, insurance, travel
packages, and so forth. Configuration is more than ever a challenging area for applying novel AI techniques since more and more sophisticated
reasoning tasks are delegated to the configurator software; the software must thus integrate product-assembly
knowledge along with customer classification, adaptive sales strategies, and
customer assistance. This integration becomes particularly critical for e-business applications where customers directly configure products through
the Web with no human assistance and without a deep knowledge of the products
they are buying.
This workshop continues the series of Configuration workshops started at the
AAAI 1996 Fall Symposium and continued at AAAI'99, ECAI 2000, IJCAI 2001 and
ECAI 2002. The previous workshops were particularly successful since they had each more than
40 participants representing academia, end users
and the major configurator vendors.
The workshop gives AI researchers from different areas (e.g. description logics,
constraint satisfaction, nonmonotonic reasoning, logic programs, case-based reasoning,
ontologies, planning), real-application developers, and industrial configurator vendors
the opportunity to exchange needs, ideas, work, methods, experiments, use-cases, and
benchmarks related to the various problems met by configuration applications: theory,
knowledge representation, reasoning, optimization, diagnosis, solution repair,
interactivity, ontology, cooperative processes, etc.
The goal of this IJCAI workshop on configuration is to promote high-quality research
in configuration and to strengthen the interaction between industry and research.
The workshop is intended for researchers and product developers interested in this area
and more generally in the application of AI techniques to real problems and the
research fostered by it. Submissions are sought from the researchers and developers
working with the wide range of applicable AI technologies that complement each other.
The workshop will be a one day event. Accepted submissions are organized as panels
according to topics with short introductory presentations by panel members, allowing
ample time for discussion to stimulate a workshop-like event.
Program
CSP for Configuration
(9:10 – 11:00)
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Satisfaction
Guaranteed
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E.C.Freuder,
T.Carchrae, J.C.Beck
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Solving
Methods for Conditional Constraint Satisfaction
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E.Gelle,
M.Sabin
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The
Logic of ILOG (J)Configurator: Combining Constraint Programming with
a Description Logic
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U.Junker,
D.Mailharro
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Reasoning Methods (11:15 – 13:00)
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Dynamic
Problem Decomposition in Configuration
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L.Anselma,
D.Magro
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Modifying
configurations with model finding
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G.Schenner,
G.Fleischanderl
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Extending
Cluster Tree Compilation with non-Boolean variables in Product
Configuration: a Tractable Approach to Preference-based
Configuration
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B.Pargamin
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User Assistance (14:00 – 16:20)
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User-Adaptive
Configuration of Products and Services
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L.Ardissono,
G.Friedrich, A.Goy, M.Holland, G.Petrone, C.Russ, R.Schäfer
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Recognizing
User Intentions in Incremental Configuration Processes
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T.Krebs,
T.Wagner, W.Runte
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Generating
Personalized Recommendations in a Model-Based Product Configurator
System
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R.Stegmann,
M.Koch, M.Lacher, T.Lekner, V.Renneberg
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User-Involved
Preference Elicitation
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P.Pu,
B.Faltings, M.Torrens
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A
Tool for Comparing Configurable Products
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M.Heiskala,
A.Anderson, V.Huhtinen, J.Tiihonen, A.Martio
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Developing
Constraint-based applications with spreadsheets
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A.Felfernig,
G.Friedrich, D.Jannach, C.Russ, M.Zanker
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A
Koala-based Ontology for Configurable Software Product Families
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T.Asikainen,
T.Soininen, T.Männistö
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Organizing Committee
Daniel Mailharro (Chair)
ILOG S.A. 9 rue de Verdun, 94253 Gentilly Cedex, France Fax: +33 1 49 08 35 10 dmailharro@ilog.fr
Prof. Michel Aldanondo
Ecole des Mines d'Albi Carmaux, France
Prof. Eugene Freuder University College Cork, Ireland
Prof. Gerhard Friedrich University Klagenfurt, Austria
Dr. Ulrich Junker ILOG S.A., France
Prof. Timo Soininen Helsinki University of Technology, Finland
Prof. Markus Stumptner University of South Australia, Australia
Program Committee
Michel Aldanondo,
Ecole des Mines d'Albi Carmaux, France
Claire Bagley,
Oracle, USA
Ronen I.Brafman, University of Beer-Sheva, Israel
David Brown,
Worcester Polytechnic Institute, USA
Boi Faltings,
Swiss Federal Institute of Technology, Switzerland
Alexander Felfernig, University Klagenfurt, Austria
Cipriano Forza,
Universita di Padova, Italy
David Franke,
Trilogy, USA
Felix Frayman,
Felix Frayman Consulting, USA
Esther Gelle,
ABB Corporate Research Ltd., Switzerland
Albert Haag,
SAP AG, Germany
Dietmar Jannach, University Klagenfurt, Austria
Ulrich Junker,
ILOG S.A., France
Daniel Mailharro, ILOG S.A., France
Tomi Männistö, Helsinki University of Technology, Finland
Klas Orsvärn,
Tacton AB, Sweden
Barry O'Sullivan, University College Cork, Ireland
Carsten Sinz,
University of Tubingen, Germany
Timo Soininen,
Helsinki University of Technology, Finland
Markus Stumptner, University of South
Australia, Australia
Pietro Torasso,
Universita di Torino, Italy
Topics
Submissions describe novel and previously unpublished research
(possibly in progress) or experiences with AI in configuration-related areas, including but not limited to:
- Configuration problems and models
- Configuration problems typology
- Knowledge representation & acquisition
- Fuzzy and incomplete knowledge
- Knowledge base validation, diagnosis
- Interaction with Product Data Management systems
- Standardization of catalog exchange format
- Reasoning methods
- Constraint Satisfaction Problems and its extensions
- Preference based reasoning
- Descriptive logics, Rules, Case-based reasoning
- Local search, Genetic algorithms, Neural networks
- Problem decomposition
- Optimization
- Multi-criteria optimization
- Symmetry breaking
- Cooperative configuration processes
- Re-configuration of existing systems
- Explanations
- Bench mark proposals
- Interactivity & e-business
- Personalization
- Ontology
- Intelligent man machine interaction
- Machine learning
- Client/Server architecture, Configuration server
- Configuration Web service
- Distributed configurators
- Integration with other modules
- Product Data Management
- CAD
- Pricer
- ERP, Process configuration
- Applications & Tools
- Application reports
- Case studies
- Real world challenges
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