[Apologies if you receive multiple copies. Please forward this call to
interested parties.]
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2nd CALL FOR PAPERS:
Special Issue of the International Journal of Approximate Reasoning (IJAR)
on "Formal and Cognitive Reasoning"
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Information for real life AI applications is usually pervaded by uncertainty
and subject to change, and thus demands for non-classical reasoning approaches.
At the same time, psychological findings indicate that human reasoning cannot
be completely described by classical logical systems. Sources of explanations
are incomplete knowledge, incorrect beliefs, or inconsistencies. A wide range
of reasoning mechanism has to be considered, such as analogical or defeasible
reasoning, possibly in combination with machine learning methods. The field of
knowledge representation and reasoning offers a rich palette of methods for
uncertain reasoning both to describe human reasoning and to model AI approaches.
The special issue “Formal and Cognitive Reasoning” is a follow-up to the 8th
Workshop on Formal and Cognitive Reasoning (FCR-2022). It welcomes both
extended versions of presentations from the workshop as well as new
contributions on the following and any related topics:
* Action and change;
* Agents and multiagent systems;
* Analogical reasoning argumentation;
* Belief revision and belief update;
* Cognitive modeling and empirical data;
* Commonsense and defeasible reasoning;
* Computational thinking;
* Decision theory and preferences;
* Inductive reasoning and cognition;
* Knowledge representation in theory and practice;
* Learning and knowledge discovery in data;
* Machine learning and automated reasoning;
* Nonmonotonic and uncertain reasoning;
* Ontologies and description logics;
* Probabilistic approaches of reasoning;
* Syllogistic reasoning.
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SUBMISSION INSTRUCTIONS:
Authors should prepare their manuscripts according to the "Instructions for
Authors" guidelines of IJAR outlined at the journal website:
https://www.elsevier.com/journals/international-journal-of-approximate-reasoning/0888-613X/guide-for-authors.
All submissions to the special issue will be peer-reviewed following the standards of
IJAR.
Submissions are handled through the editorial manager of IJAR
(https://www.journals.elsevier.com/international-journal-of-approximate-reasoning). To ensure that
all manuscripts are correctly identified for inclusion into the special issue, it is important that
authors select "VSI: FCR-2022" when they reach the "Article Type" step in the
submission process.
SUBMISSION DEADLINE: 30th April 2023
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GUEST EDITORS:
Christoph Beierle, Marco Ragni, Kai Sauerwald, Frieder Stolzenburg, Matthias
Thimm
For further information on the special issue please visit the the IJAR website
(https://www.sciencedirect.com/journal/international-journal-of-approximate-reasoning/about/forthcoming-special-issues)
or contact the guest editors.
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Christoph Beierle, FernUniversität in Hagen, 58084 Hagen, Germany
Email: christoph.beie...@fernuni-hagen.de
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