First call for papers: DARe at IJCAI 2015

[Ivan José Varzinczak]

* Please accept our apologies if you receive multiple copies of this call *

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Call for Papers

DARe at IJCAI 2015

Date: TBC (one day between 25 and 27 July 2015)
Buenos Aires, Argentina

*** Deadline: 27 April 2015 ***
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The Second International Workshop on

"Defeasible and Ampliative Reasoning" (DARe)

http://dare2015.yolasite.com

held at the International Joint Conference on Artificial Intelligence (IJCAI 2015)

-- Workshop Description and Aims --

Classical reasoning is not flexible enough when directly applied to the formalization of certain nuances of human quotidian decision making. These involve different kinds of reasoning such as reasoning with uncertainty, exceptions, similarity, vagueness, incomplete or contradictory information and many others.

It turns out that everyday reasoning usually shows the two salient intertwined aspects below:

* Ampliative aspect: augmenting the underlying reasoning by allowing more conclusions. In practical contexts, this amounts to the ability to make inferences that venture beyond the scope of the premises, somehow in an unsound but justifiable way. Prominent examples are (i) default reasoning: jumping to conclusions deemed as plausible 'by default', i.e., in the absence of information to the contrary, like applying negation as failure or adopting the closed-world assumption; (ii) inductive and abductive reasoning: taking chances in drawing conclusions that implicitly call for further scrutiny or tests by empirical observations, like in making inductive hypothesis in scientific theories or finding abductive explanations in forensics, and (iii) analogical reasoning: extrapolating from very few examples (in the worst case only one) on the basis of observable similarities or dissimilarities.

* Defeasible aspect: curtailing the underlying reasoning by either disregarding or disallowing some conclusions that somehow ought not to be sanctioned. In practice, this amounts to the ability to backtrack one's conclusions or to admit exceptions in reasoning. Some examples of this are (i) retractive reasoning: withdrawing conclusions that have already been derived, like in belief contraction or in negotiation, and (ii) preemptive reasoning: preventing or blocking the inference of some conclusions by disallowing their derivation in the first place, like in dealing with exceptional cases in multiple inheritance networks and in regulatory systems.

Several efforts have been put into the study and definition of formalisms within which the aforementioned aspects of everyday reasoning could adequately be captured at different levels. Despite the progress that has been achieved, a large avenue remains open for exploration. Indeed, the literature on nonmonotonic reasoning has focused almost exclusively on defeasibility of argument forms, whereas belief revision paradigms are restricted to an underlying classical (Tarskian) consequence relation. Moreover, even if some of the issues related to uncertainty in reasoning have been studied using probabilistic approaches and statistical methods, their integration with qualitative frameworks remain a challenge. Finally, well-established approaches are largely based on propositional languages or haunted by the undecidability of full first-order logic. Modern applications require formalisms with a good balance between expressive power and computational complexity.

DARe aims at bringing together researchers and practitioners from core areas of artificial intelligence, cognitive sciences, philosophy and related disciplines to discuss these kinds of problems and relevant results in a multi-disciplinary forum. The goal of the workshop is to present latest research developments, to discuss current directions in the field, and to collect first-hand feedback from the community.

-- Scope of the Workshop --

DARe welcomes contributions on all aspects of defeasible and ampliative reasoning such as (but not limited to):

- Abductive and inductive reasoning
- Explanation finding, diagnosis and causal reasoning
- Inconsistency handling and exception-tolerant reasoning
- Decision-making under uncertainty and incomplete information
- Default reasoning, nonmonotonic reasoning, nonmonotonic logics, conditional logics
- Specific instances and variations of ampliative and defeasible reasoning
- Probabilistic and statistical approaches to reasoning
- Vagueness, rough sets, granularity and fuzzy-logics
- Philosophical foundations of defeasibility
- Empirical studies of reasoning
- Relationship with cognition and language
- Contextual reasoning
- Preference-based reasoning
- Analogical reasoning
- Similarity-based reasoning
- Belief dynamics and merging
- Argumentation theory, negotiation and conflict resolution
- Heuristic and approximate reasoning
- Defeasible normative systems
- Reasoning about actions and change
- Reasoning about knowledge and belief, epistemic and doxastic logics
- Ampliative and defeasible temporal and spatial reasoning
- Computational aspects of reasoning with uncertainty
- Implementations and systems
- Applications of uncertainty in reasoning

-- Submission Requirements --

We invite submissions of papers presenting original research results or position statements. Submissions must be prepared using the IJCAI 2015 LaTeX style (which can be found at http://ijcai-15.org/index.php/call-for-papers) and should be no longer than 6 pages excluding references and in PDF format. The list of references is limited to one page.

Please submit to: https://easychair.org/conferences/?conf=dare15

-- Workshop Proceedings/Notes --

Accepted papers will be made available electronically in the CEUR Workshop Proceedings series (http://ceur-ws.org). Copyright of papers remain with the authors.

The 2014 proceedings are available at http://ceur-ws.org/Vol-1212/

-- Attendance --

The selection of accepted contributions will be based on relevance, significance and the work's potential to foster discussions and cross-pollination. Therefore submissions of ongoing work are also strongly encouraged.

Please check the IJCAI 2015 website for registration procedure, fees as well as cancellation policies.

-- Important Dates --

- Submission deadline: 27 April 2015
- Notification: 20 May 2015
- Camera ready: 30 May 2015
- Early registration: [TBA]
- Late registration: [TBA]
- Workshop date: [TBA]

-- Invited Speaker --

[TBA]

-- Workshop Co-Chairs --

- Richard Booth (Mahasarakham University, Thailand)
- Giovanni Casini (Centre for AI Research and University of Pretoria, South Africa)
- Szymon Klarman (Brunel University London, United Kingdom)
- Gilles Richard (Université Paul Sabatier, France)
- Ivan Varzinczak (Universidade Federal do Rio de Janeiro, Brazil)

-- Program Committee --

- Natasha Alechina (University of Nottingham, UK)
- Ofer Arieli (Academic College of Tel-Aviv, Israel)
- Christoph Beierle (FernUniversitaet Hagen, Germany)
- Mario Benevides (Federal University of Rio de Janeiro, Brazil)
- Antonis Bikakis (University College London, UK)
- Alexander Bochman (Holon Institute of Technology, Israel)
- Katarina Britz (UKZN-CSIR Meraka Centre for Artificial Intelligence Research, South Africa)
- Jim Delgrande (Simon Fraser University, Canada)
- Marcelo Finger (Universidade de São Paulo, Brazil)
- Nina Gierasimczuk (University of Amsterdam, Netherlands)
- Patrick Girard (University of Auckland, New Zealand)
- Sven Ove Hansson (Royal Institute of Technology, Sweden)
- Andreas Herzig (IRIT CNRS, France)
- Aaron Hunter (British Columbia Institute of Technology, Canada)
- Souhila Kaci (Université Montpellier 2, France)
- Antonis Kakas (University of Cyprus)
- Gabriele Kern-Isberner (TU Dortmund, Germany)
- Simon Kramer (SK-R&D, Switzerland)
- Willem Labuschagne (University of Otago, New Zealand)
- Michael Maher (University of New South Wales, Australia)
- João Marcos (Universidade Federal do Rio Grande do Norte, Brazil)
- Thomas Meyer (UKZN-CSIR Meraka Centre for Artificial Intelligence Research, South Africa)
- François Schwarzentruber (ENS Rennes/IRISA)
- Sonja Smets (University of Amsterdam, Netherlands)
- Umberto Straccia (CNR, Italy)
- Mirek Truszczynski (University of Kentucky, USA)
- Joost Vennekens (K.U. Leuven, Belgium)
- Peter Verdée (Universiteit Gent, Belgium)
- Petrucio Viana (Universidade Federal Fluminense, Brazil) 
- Heinrich Wansing (Ruhr-Universitaet Bochum, Germany) 
- Renata Wassermann (Universidade de São Paulo, Brazil) 
- Anna Zamansky (University of Haifa, Israel)

-- Further Information --

Please note that according to IJCAI policy all workshop participants are required to register for the workshop. IJCAI reserves the right to cancel a workshop if not enough participants register.

Please visit the workshop website (http://dare2015.yolasite.com) for further information and regular updates.

Enquiries should be sent to dare.to.contact.us at gmail.com

--
Ivan José Varzinczak
Department of Computer Science
Federal University of Rio de Janeiro, Brazil
Homepage: http://en.varzinczak.net16.net
Google scholar profile: http://tinyurl.com/varzinczak