26.148, Calls: Cognitive Science; Computational Linguistics/ Cognitive Systems Research (Jrnl)

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LINGUIST List: Vol-26-148. Tue Jan 13 2015. ISSN: 1069 - 4875.

Subject: 26.148, Calls: Cognitive Science; Computational Linguistics/ Cognitive Systems Research (Jrnl)

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Date: Tue, 13 Jan 2015 10:13:05
From: Daniele P. Radicioni [radicion at di.unito.it]
Subject: Cognitive Science; Computational Linguistics/ Cognitive Systems Research (Jrnl)

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Full Title: Cognitive Systems Research 


Linguistic Field(s): Cognitive Science; Computational Linguistics 

Call Deadline: 31-Mar-2015 

Journal Special Issue: From Human to Artificial Cognition (and back): New
Perspectives on Cognitively Inspired AI Systems.

Guest Editors: Antonio Lieto and Daniele P. Radicioni

Motivation

The cognitive approach to Artificial Intelligence emerged in the early days of
the discipline: it borrowed its original inspiration from the methodological
approach developed by scholars in Cybernetics. In this setting, the
computational simulation of biological processes played a central
epistemological role in the development and refinement of theories, and in the
realization of intelligent machines. Likewise, thanks to a computational
approach to Cognitive Science, intelligent systems have been proposed based on
plausible models of human cognition and computational cognitive models and
architectures, and aimed at a deeper understanding of human thinking.

In the last few years, these approaches gained new consideration in wide areas
of research such as Knowledge Representation and Reasoning, Robotics, Machine
Learning, Bio-Inspired Cognitive Computing, Computational Creativity and
further research fields that are now targeting Human Level Intelligence (also
called AGI, Artificial General Intelligence) in computational artifacts.

This special issue is intended to provide a fair overview of the research
being carried out in the interdisciplinary area of cognitively inspired AI
systems. Both papers presenting theoretical and applied research contribution
in the field are welcome.

Topics of interest for the submissions include (but are not limited to):
- Knowledge Representation and Cognition (e.g., Neural Networks models,
Ontologies and representation of common sense etc.);
- Cognitive Architectures (e.g., SOAR, ACT-R) and Cognitive modelling for
Artificial Systems;
- B.I.C.A. (Biologically Inspired Cognitive Architectures) and systems;
- Cognitive Robotics;
- Evaluation of cognitively driven AI systems compared with other AI
approaches;
- Cognition and Semantic Web;
- Methodological open questions on AI and Cognition;
- Automated reasoning: deductive, probabilistic, diagnostic, causal and
analogical inference;
- Historical and theoretical relation among Cognitive Science and Artificial
Intelligence;
- Knowledge discovery and acquisition;
- Modelling of human learning and knowledge acquisition in complex domains;
- Computational Linguistics, Natural Language Processing & Understanding;
- Logic and Reasoning;
- Evolutionary Computation;
- Cognitively inspired Machine Learning;
- Computational Theories of Learning;
- Decision Support Systems;
- Computational Creativity.

Paper Submission Information

All papers must present original and unpublished work that is not currently
under review in other journals or conferences. Papers will be evaluated
according to their significance, originality, technical content and relevance
to the themes of the Special Issue.

All submissions must be written in English and must be formatted according to
the information for the Cognitive Systems Research Authors:
http://www.elsevier.com/journals/cognitive-systems-research/1389-0417/guide-fo
r-authors

Authors must select ''SI: AIC 2014'' when they reach the step of selecting
article type name.

Submission deadline: March 31, 2015

Contact

Please address questions regarding the special issue to Antonio Lieto and
Daniele P. Radicioni, {lieto,radicion}@di.unito.it.







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