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COGNITIVE SYSTEMS RESEARCH Editors-in-Chief Ron Sun, Rensselaer Polytechnic Institute Vasant Honavar, Iowa State University Survey/Review Editors Kai-Uwe Kuehnberger, University of Osnabrueck, Germany Leslie Marsh, University of British Columbia, Canada Robert West, Carleton University, Canada Book Review Editor Stefan Wermter, University of Sunderland, UK Action Editors John Barnden, School of Computer Science, University of Birmingham, UK William Bechtel, Department of Philosophy, University of California, San Diego, USA Paul Bello, ONR, Arlington, VA, USA Mark H. Bickhard, Department of Psychology, Lehigh University, USA Deric Bownds, Department of Zoology, University of Wisconsin, Madison, USA Angelo Cangelosi, School of Computing and Mathematics, University of Plymouth, Plymouth, UK Marco Dorigo, University of Brussels, Brussels, Belgium Arthur Glenberg, Department of Psychology, Arizona State University, Tempe, USA Stephen J. Hanson, Psychology Department, Rutgers University, USA Valerie Gray Hardcastle, Department of Philosophy, Virginia Polytechnic and State University, Blacksburg, USA Sebastien Helie, Department of Psychological Sciences, Purdue Univer- sity, U.S.A. Vasant Honavar, Department of Computer Science, Iowa State Uni- versity, USA Rajiv Khosla, La Trobe University Melbourne, Australia Robert Kozma, Department of Computer Science, The University of Memphis, USA Daniel Levine, Department of Psychology, University of Texas at Arlington, USA Risto Miikkulainen, Department of Computer Science, University of Texas, Austin, USA Frank Ritter, College of Information Sciences and Technology, Pennsyl- vania State University, USA Christian Schunn, Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA Ron Sun, Department of Cognitive Science, Rensselaer Polytechnic Institute, Troy, NY, USA Paul Thagard, Philosophy Department, University of Waterloo, Canada Stefan Wermter, University of Sunderland, UK Ning Zhong, Department of Life Science and Informatics, Maebashi Institute of Technology, Japan Advisory Members David Chalmers, Philosophy Program, Research School of Social Sciences, Australian National University, Canberra, Australia Lee Giles, Pennsylvania State University, USA James Hendler, Rensselaer Polytechnic Institute, New York, NY, USA Stephen M. Kosslyn, Department of Psychology, Harvard University, USA George Lakoff, Department of Linguistics, University of California, Berkeley, USA Joseph LeDoux, Center for Neuroscience, New York University, New York, USA Gregg Oden, University of Iowa, Iowa, USA Tim Shallice, Department of Psychology, University College, London, UK Aaron Sloman, School of Computer Science, The University of Birming- ham, UK David Waltz, Columbia University, New York, USA Aims and Scope Cognitive Systems Research covers all topics in the study of cognitive processes, in both natural and artificial systems. The journal seeks top-quality contributions and encourages, in particular, articles that transcend traditional disciplinary boundaries (in terms of implications or in terms of approaches). The journal emphasizes the integration/synthesis of ideas, concepts, constructs, theories, and techniques from multiple paradigms, perspectives, and disciplines, in the analysis, understanding, and design of cognitive and intelligent systems. Contributions describing results obtained within the traditional disciplines (e.g., psychology, artificial intelligence) using well-established paradigms are also sought (especially if such work has broader implications and relevance). The journal seeks to foster and promote the discussion of novel approaches in studying cognitive and intelligent systems. It also encourages cross-fertilization of disciplines. This is to be achieved by soliciting and publishing high-quality contributions in all of the areas of study in cognitive science, including artificial intelligence, linguistics, psychology, psychiatry, philosophy, system and control theory, anthropology, sociology, biological sciences, and neuroscience. The scope of the journal includes the study of a variety of different cognitive systems, at different levels, ranging from social/cultural cognitive, to individual cognitive agents, to components of cognitive systems. Of particular interest are theoretical, experimental, computational, and integrative studies of cognitive systems at different levels of detail, and from different perspectives. Major topics covered (a nonexclusive list) include: Problem-solving and cognitive skills Knowledge representation and reasoning Perception Action (behavior) Memory Learning Language and communication Agents Integrative studies of cognitive systems Orders, claims, and journal inquiries: please contact the Elsevier Customer Service Department nearest you: St. Louis: Elsevier Customer Service Department, 3251 Riverport Lane, Maryland Heights, MO 63043, USA; phone: (877) 8397126 [toll free within the USA]; (+1) (314) 4478878 [outside the USA]; fax: (+1) (314) 4478077; e-mail: JournalCustomerService- [email protected] Oxford: Elsevier Customer Service Department, The Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB, UK; phone: (+44) (1865) 843434; fax: (+44) (1865) 843970; e-mail: [email protected] Tokyo: Elsevier Customer Service Department, 4F Higashi-Azabu, 1-Chome Bldg, 1-9- 15 Higashi-Azabu, Minato-ku, Tokyo 106-0044, Japan; phone: (+81) (3) 5561 5037; fax: (+81) (3) 5561 5047; e-mail: [email protected] Singapore: Elsevier Customer Service Department, 3 Killiney Road, #08-01 Winsland House I, Singapore 239519; phone: (+65) 63490222; fax: (+65) 67331510; e-mail: [email protected] Advertising information: If you are interested in advertising or other commercial opportunities please e-mail [email protected] and your inquiry will be passed to the correct person who will respond to you within 48 hours. Publication information: Cognitive Systems Research (ISSN 1389-0417). For 2013, volumes 21–26 are scheduled for publication. Subscription prices are available upon request from the Publisher or from the Elsevier Customer Service Department nearest you or from this journal's website (http://www.elsevier.com/locate/cogsys). Further informa- tion is available on this journal and other Elsevier products through Elsevier's website (http://www.elsevier.com). Subscriptions are accepted on a prepaid basis only and are entered on a calendar year basis. Issues are sent by standard mail (surface within Europe, air delivery outside Europe). Priority rates are available upon request. Claims for missing issues should be made within six months of the date of dispatch. Abstracted/Indexed in: INSPEC; Science Citation Index Expanded; Social Sciences Citation Index; Current Contents: Social & Behavioral Sciences; Current Contents: Engineering, Computing and Technology. Also covered in the abstract and citation database Scopus Ò . Full text available on ScienceDirect Ò . Printed in the Netherlands

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COGNITIVE SYSTEMS RESEARCH

Editors-in-ChiefRon Sun, Rensselaer Polytechnic Institute

Vasant Honavar, Iowa State University

Survey/Review EditorsKai-Uwe Kuehnberger, University of Osnabrueck, Germany

Leslie Marsh, University of British Columbia, Canada

Robert West, Carleton University, Canada

Book Review EditorStefan Wermter, University of Sunderland, UK

Action EditorsJohn Barnden, School of Computer Science, University of Birmingham,

UK

William Bechtel, Department of Philosophy, University of California,

San Diego, USA

Paul Bello, ONR, Arlington, VA, USA

Mark H. Bickhard, Department of Psychology, Lehigh University, USA

Deric Bownds, Department of Zoology, University of Wisconsin,

Madison, USA

Angelo Cangelosi, School of Computing and Mathematics, University of

Plymouth, Plymouth, UK

Marco Dorigo, University of Brussels, Brussels, Belgium

Arthur Glenberg, Department of Psychology, Arizona State University,

Tempe, USA

Stephen J. Hanson, Psychology Department, Rutgers University, USA

Valerie Gray Hardcastle, Department of Philosophy, Virginia Polytechnic

and State University, Blacksburg, USA

Sebastien Helie, Department of Psychological Sciences, Purdue Univer-

sity, U.S.A.

Vasant Honavar, Department of Computer Science, Iowa State Uni-

versity, USA

Rajiv Khosla, La Trobe University Melbourne, Australia

Robert Kozma, Department of Computer Science, The University of Memphis,

USA

Daniel Levine, Department of Psychology, University of Texas at

Arlington, USA

Risto Miikkulainen, Department of Computer Science, University of

Texas, Austin, USA

Frank Ritter, College of Information Sciences and Technology, Pennsyl-

vania State University, USA

Christian Schunn, Department of Psychology, University of Pittsburgh,

Pittsburgh, PA, USA

Ron Sun, Department of Cognitive Science, Rensselaer Polytechnic

Institute, Troy, NY, USA

Paul Thagard, Philosophy Department, University of Waterloo, Canada

Stefan Wermter, University of Sunderland, UK

Ning Zhong, Department of Life Science and Informatics, Maebashi Instituteof Technology, Japan

Advisory MembersDavid Chalmers, Philosophy Program, Research School of Social

Sciences, Australian National University, Canberra, Australia

Lee Giles, Pennsylvania State University, USA

James Hendler, Rensselaer Polytechnic Institute, New York, NY, USA

Stephen M. Kosslyn, Department of Psychology, Harvard University,

USA

George Lakoff, Department of Linguistics, University of California,

Berkeley, USA

Joseph LeDoux, Center for Neuroscience, New York University, New

York, USA

Gregg Oden, University of Iowa, Iowa, USA

Tim Shallice, Department of Psychology, University College, London,

UK

Aaron Sloman, School of Computer Science, The University of Birming-

ham, UK

David Waltz, Columbia University, New York, USA

Aims and ScopeCognitive Systems Research covers all topics in the study of cognitive processes, in bothnatural and artificial systems. The journal seeks top-quality contributions and encourages,in particular, articles that transcend traditional disciplinary boundaries (in terms ofimplications or in terms of approaches). The journal emphasizes the integration/synthesisof ideas, concepts, constructs, theories, and techniques from multiple paradigms,perspectives, and disciplines, in the analysis, understanding, and design of cognitive andintelligent systems. Contributions describing results obtained within the traditionaldisciplines (e.g., psychology, artificial intelligence) using well-established paradigms arealso sought (especially if such work has broader implications and relevance). The journalseeks to foster and promote the discussion of novel approaches in studying cognitive andintelligent systems. It also encourages cross-fertilization of disciplines. This is to beachieved by soliciting and publishing high-quality contributions in all of the areas ofstudy in cognitive science, including artificial intelligence, linguistics, psychology,psychiatry, philosophy, system and control theory, anthropology, sociology, biologicalsciences, and neuroscience. The scope of the journal includes the study of a variety ofdifferent cognitive systems, at different levels, ranging from social/cultural cognitive, toindividual cognitive agents, to components of cognitive systems. Of particular interest aretheoretical, experimental, computational, and integrative studies of cognitive systems atdifferent levels of detail, and from different perspectives. Major topics covered (anonexclusive list) include:

• Problem-solving and cognitive skills• Knowledge representation and reasoning• Perception• Action (behavior)• Memory• Learning• Language and communication• Agents• Integrative studies of cognitive systems

Orders, claims, and journal inquiries: please contact the Elsevier Customer ServiceDepartment nearest you:St. Louis: Elsevier Customer Service Department, 3251 Riverport Lane, MarylandHeights, MO 63043, USA; phone: (877) 8397126 [toll free within the USA]; (+1) (314)4478878 [outside the USA]; fax: (+1) (314) 4478077; e-mail: [email protected]: Elsevier Customer Service Department, The Boulevard, Langford Lane,Kidlington, Oxford OX5 1GB, UK; phone: (+44) (1865) 843434; fax: (+44) (1865)843970; e-mail: [email protected]: Elsevier Customer Service Department, 4F Higashi-Azabu, 1-Chome Bldg, 1-9-15 Higashi-Azabu, Minato-ku, Tokyo 106-0044, Japan; phone: (+81) (3) 5561 5037; fax:(+81) (3) 5561 5047; e-mail: [email protected]: Elsevier Customer Service Department, 3 Killiney Road, #08-01 WinslandHouse I, Singapore 239519; phone: (+65) 63490222; fax: (+65) 67331510; e-mail:[email protected]

Advertising information: If you are interested in advertising or other commercialopportunities please e-mail [email protected] and your inquiry will bepassed to the correct person who will respond to you within 48 hours.

Publication information: Cognitive Systems Research (ISSN 1389-0417). For 2013,volumes 21–26 are scheduled for publication. Subscription prices are available uponrequest from the Publisher or from the Elsevier Customer Service Department nearest youor from this journal's website (http://www.elsevier.com/locate/cogsys). Further informa-tion is available on this journal and other Elsevier products through Elsevier's website(http://www.elsevier.com). Subscriptions are accepted on a prepaid basis only and areentered on a calendar year basis. Issues are sent by standard mail (surface within Europe,air delivery outside Europe). Priority rates are available upon request. Claims for missingissues should be made within six months of the date of dispatch.

Abstracted/Indexed in: INSPEC; Science Citation Index Expanded; Social SciencesCitation Index; Current Contents: Social & Behavioral Sciences; Current Contents:Engineering, Computing and Technology. Also covered in the abstract and citationdatabase Scopus�. Full text available on ScienceDirect�.

Printed in the Netherlands