IJCAI 2016 Workshop on Knowledge-based techniques for problem solving and reasoning (KnowProS 2016)

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SECOND CALL FOR PAPERS
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IJCAI 2016 Workshop on Knowledge-based techniques for problem solving and reasoning (KnowProS 2016)

July 9-11, 2016, New York, U.S.A.

http://ktiml.mff.cuni.cz/~bartak/KnowProS2016/
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Despite recent attempts in various subareas of AI to integrate technologies to
solve complex problems such as autonomous cars, there are still gaps between
research communities that prevent efficient transfer of knowledge. For example,
knowledge representation techniques focus on formal semantics and flexibility of
modeling frameworks and put less emphasis on actual problem solving that 
requires efficient tools. Other communities such as planning and search put 
emphasis on efficiency of problem solving, but less attention is given to how 
the real problem is modeled, the connection between modeling and efficiency of 
problem solving, and the capability of the models to support other important 
features like plan revision and adaptation. This workshop attempts to bridge 
these particular communities with the goal to exchange information leading to 
more efficient problem solving starting with the the problem requirements and 
finishing with the solved problem.


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*** Workshop topics:

Formal problem modeling is a critical step during problem solving. A good 
modeling framework should be flexible enough to describe important properties of 
problems solved and should allow application of efficient problem solving 
techniques. This workshop attracts papers at the frontier between formal problem 
modeling and problem solving. Papers should see the formal models from the 
perspective of problem solving and vice versa — problem solving techniques are 
seen in relation to models of the problem. For example, the paper can discuss 
the relation between planning domain models and planning algorithms or show how 
to enhance the domain model by extra information such as control knowledge. 
Papers discussing methods on how to obtain information that is useful for 
efficient problem solving are welcome.

We are in particular interested in papers addressing some of the following 
questions. How do the formal models relate to efficiency of problem solving? How 
do various modeling frameworks compare from the perspective of problem solving? 
How can the model be acquired? How can the model be verified and validated? How 
can the formal model be reformulated to get an efficiently-solvable model? How 
can the solution be checked with respect to the model? How does the model evolve 
in time? How can the model support solution revisions at execution time?

Application papers are also welcome, if they highlight the relation between the 
formal model of the problem and the solving approach. Description of specific 
models for specific problems is also possible, if the particular modeling 
techniques are studied from the perspective of problem solving.

Possible topics of papers:

- Modeling approaches (problem modeling, knowledge engineering)
- Formalisms to describe (real-life) problems
- Languages for problem description
- Abstraction
- Ontologies
- Relations between modeling and solving
- Automated transformations between formal models
- Problem re-formulation
- Formats for specification of heuristics, parameters and control knowledge for solvers
- Validation of models and solutions
- Visualization of models
- Automated model acquisition
- Tools and applications
- Examples of particular modeling techniques


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*** Submission Procedure:

Submitted papers must be formatted according to IJCAI guidelines 
(http://ijcai-16.org/downloads/FormattingGuidelinesIJCAI-16.zip) and submitted 
electronically through the KnowProS 2016 paper submission site at EasyChair 
(https://easychair.org/conferences/?conf=knowpros2016). Authors are required to 
submit their electronic papers in PDF format. Submitted technical papers should 
be no longer than six pages in total (if the length of your paper is longer, 
please contact the organizers prior submission). Include your names and 
affiliations (but no page numbers) in the submission. At least one author of 
each accepted paper is required to attend the workshop to present the work.


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*** Important Dates:

Submission: April 18, 2016
Notification: May 23, 2016
Camera-ready: June 6, 2016
Workshop: July 9-11, 2016 (one day)


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*** Organizers:

Roman Barták, Charles University in Prague, Czech Republic
Lee McCluskey, University of Huddersfield, UK
Enrico Pontelli, New Mexico State University, USA


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*** Program Committee:

Marcello Balduccini, Drexel University
Chitta Baral, Arizona State University
Roman Barták, Charles University in Prague
Mark Boddy, Adventium Labs
Luis Castillo, University of Granada
Amedeo Cesta, CNR - National Research Council of Italy
Lukáš Chrpa, University of Huddersfield
Marc Denecker, K.U.Leuven
Patrick Doherty, Linkoping University
Agostino Dovier, Universita degli Studi di Udine
Stefan Edelkamp, Universität Bremen
Esra Erdem, Sabanci University
Jeremy Frank, NASA Ames 
Simone Fratini, European Space Agency - ESA/ESOC
Michael Gelfond, Texas Tech University
Patrik Haslum, Australian National University
Tomi Janhunen, Aalto University
Christopher Kiekintveld, University of Texas at El Paso
Sven Koenig, University of Southern California
Ugur Kuter, Smart Information Flow Technologies
Yuliya Lierler, University of Nebraska at Omaha
Daniele Magazzeni, King's College London
Lee McCluskey, University of Huddersfield
Sheila McIlraith, University of Toronto 
Enrico Pontelli, New Mexico State University
Scott Sanner, NICTA
Tran Son, New Mexico State University 
Torsten Schaub, University of Potsdam
Tiago Stegun Vaquero, Caltech & MIT
Neng-Fa Zhou, CUNY Brooklyn College and Graduate Center
Hankz Hankui Zhuo, Sun Yat-sen University

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