• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Extended phase space and emergent phenomena in social systems

Research Project

Project/Area Number 24540410
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Mathematical physics/Fundamental condensed matter physics
Research InstitutionThe University of Aizu

Principal Investigator

LUBASHEVSKY Ihor  会津大学, コンピュータ理工学部, 教授 (80600585)

Co-Investigator(Kenkyū-buntansha) WATANABE Yodai  会津大学, コンピュータ理工学部, 准教授 (70360675)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords創発事象 / 有限認知容量 / 非線形力学系 / 異常確率過程 / ダイナミカルトラップ / 人間の不連続制御 / 非平衡相転移 / 非線形確率過程 / ファジー推論 / 人間行動 / レヴィ型輸送現象 / 極値事象
Outline of Final Research Achievements

Mathematical formalism required for modeling human behavior affected by the bounded capacity of cognition was the main goal. Foraging problem and phase transitions in systems with intermittent dynamics governed by human actions were studied in detail. The following is worth noting. (i) As demonstrated, to describe intentional actions of living beings an extended phase space is required and the control variable has to be treated as additional component of the system phase space. In particular, acceleration is an additional phase variables required for describing foraging processes and the phase space required to model car driving has to comprise, in addition, car acceleration and the jerk (time derivative of acceleration). (ii) A novel class of dynamical trap models allowing for noise-induced activation in human intermittent control has been elaborated and a new type of emergent phenomena unique to living beings have been found theoretically and experimentally.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (56 results)

All 2015 2014 2013 2012

All Journal Article (18 results) (of which Peer Reviewed: 13 results,  Open Access: 1 results,  Acknowledgement Compliant: 7 results) Presentation (33 results) Book (5 results)

  • [Journal Article] Double-well dynamics of noise-driven control activation in human intermittent control: the case of stick balancing2015

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Journal Title

      Cognitive Processing

      Volume: online May, 1 Issue: 4 Pages: 1-8

    • DOI

      10.1007/s10339-015-0653-5

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Human intermittent control: concept of noise-driven control activation2015

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto
    • Journal Title

      Proceedings of 46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: 1 Pages: 9-12

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Statistical Properties of Car Following: Theory and Driving Simulator Experiments2015

    • Author(s)
      Hiromasa Ando, Ihor Lubashevsky, Arkady Zgonnikov, Yoshiaki Saito
    • Journal Title

      Proceedings of 46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: 1 Pages: 149-155

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Markovian Random Walks on Square Lattice with Constant Non-Symmetric Diffusion Coefficients2015

    • Author(s)
      Kosuke Hijikata, Ihor Lubashevsky, Alexander Vazhenin
    • Journal Title

      Proceedings of 46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: 1 Pages: 213-218

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Statistical Properties of Human Response Delay: Analysis of Virtual Stick Balancing Experiments2015

    • Author(s)
      Takashi Suzuki, Toru Miyazawa, Shigeru Kanemoto, Ihor Lubashevsky
    • Journal Title

      Proceedings of 46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: 1 Pages: 236-241

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] To react or not to react? Intrinsic stochasticity of human control in virtual stick balancing2014

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto, Toru Miyazawa, Takashi Suzuki
    • Journal Title

      J. R. Soc. Interface

      Volume: 11 Issue: 99 Pages: 20140636-20140636

    • DOI

      10.1098/rsif.2014.0636

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] To react or not to react? A double-well potential model of event-driven human control2014

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto
    • Journal Title

      Proceedings of the 36th Annual Conference of the Cognitive Science Society

      Volume: 1 Pages: 3155-3160

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Extended phase space description of human-controlled systems dynamics2014

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Journal Title

      Progress of Theoretical and Experimental Physics (PTEP)

      Volume: March Issue: 3 Pages: 33J02-0

    • DOI

      10.1093/ptep/ptu034

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] To react or not to react? Intrinsic stochasticity of human control in virtual stick balancing2014

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto, Toru Miyazawa, Takashi Suzuki
    • Journal Title

      arxiv.org

      Volume: arXiv:1402.3022 Pages: 1-17

    • Related Report
      2013 Research-status Report
  • [Journal Article] Fractional Dynamics and Multi-Slide Model of Human Memory2014

    • Author(s)
      Ihor Lubashevsky, Bohdan Datsko
    • Journal Title

      arxiv.org

      Volume: arXiv:1402.4058 Pages: 1-8

    • Related Report
      2013 Research-status Report
  • [Journal Article] Human Fuzzy Control: Action Dynamical Trap Model2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Journal Title

      arxiv.org

      Volume: arXiv:1212.2717v2 [nlin.AO] Pages: 1-7

    • Related Report
      2013 Research-status Report
  • [Journal Article] Unstable Dynamics of Adaptation in Unknown Environment: a Dual-System Model2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Journal Title

      arxiv.org

      Volume: arXiv:1305.3657v3 Pages: 1-16

    • Related Report
      2013 Research-status Report
  • [Journal Article] Intrinsically motivated reinforcement learning in socio-economic systems: the dynamical analysis2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Journal Title

      IEEE

      Volume: August Pages: 1-2

    • DOI

      10.1109/devlrn.2013.6652522

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Equivalent continuous and discrete realizations of Levy flights: A model of one-dimensional motion of an inertial particle2013

    • Author(s)
      Ihor Lubashevsky
    • Journal Title

      Physica A: Statistical Mechanics and its Applications

      Volume: 392 Issue: 10 Pages: 2323-2346

    • DOI

      10.1016/j.physa.2013.01.061

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Complex dynamics and phase transitions caused by fuzzy rationality2013

    • Author(s)
      Ihor Lubashevsky, Dmitry Parfenov
    • Journal Title

      Chaotic Modeling and Simulation (CMSIM)

      Volume: 1 Pages: 31-38

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Complex dynamics of multiparticle system governed by bounded rationality2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Journal Title

      Chaotic Modeling and Simulation (CMSIM)

      Volume: 1 Pages: 60-66

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Human fuzzy control: action dynamical trap model2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Journal Title

      e-print: arXiv.org; Categories: nlin.AO; physics.soc-ph (submitted to Phys. Rev. E)

      Volume: arXiv:1212.2717v2 Pages: 1-7

    • Related Report
      2012 Research-status Report
  • [Journal Article] Trajectory classification of random motion with stochastic self-acceleration and its anomalous properties2012

    • Author(s)
      I. Lubashevsky
    • Journal Title

      AIP Conference Proceedings: Numerical Analysis and Applied Mathematics ICNAAM 2012

      Volume: 1479 Pages: 2058-2061

    • DOI

      10.1063/1.4756594

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Noise-Sustained Chaos in Systems Mimicking Human Behavior2015

    • Author(s)
      Ihor Lubashevsky
    • Organizer
      CHAOS 2015: 8th Chaotic Modeling and Simulation International Conference
    • Place of Presentation
      Henri Poincare Institute, Paris, France
    • Year and Date
      2015-05-26 – 2015-05-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Stochastic Dynamics of Human-Controlled Systems: The Case of Inverted Pendulum Balancing2015

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Organizer
      CHAOS 2015: 8th Chaotic Modeling and Simulation International Conference
    • Place of Presentation
      Henri Poincare Institute, Paris, France
    • Year and Date
      2015-05-26 – 2015-05-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Noise-Induced Activation of Human Intermittent Control: Experiments and Theory2015

    • Author(s)
      Ihor Lubashevsky, Shigeru Kanemoto, Arkady Zgonnikov, Toru Miyazawa, Takashi Suzuki
    • Organizer
      Annual Meeting of Physical Society of Japan (Spring meeting)
    • Place of Presentation
      Waseda University, Tokyo
    • Year and Date
      2015-03-21 – 2015-03-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Fractional Dynamics of Human Memory2014

    • Author(s)
      Ihor Lubashevsky, Bohdan Datsko
    • Organizer
      SMSEC2014: Social Modeling and Simulations + Econophysics Colloquium 2014
    • Place of Presentation
      Nichii Gakkan, Kobe
    • Year and Date
      2014-11-04 – 2014-11-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Complex Dynamics of Multichannel Reinforcement Learning: Single Agent Case2014

    • Author(s)
      Ihor Lubashevsky, Arkady Zgonnikov, Alieksiei Korotkov, Namik Goussein-zade
    • Organizer
      SMSEC2014: Social Modeling and Simulations + Econophysics Colloquium 2014
    • Place of Presentation
      Nichii Gakkan, Kobe
    • Year and Date
      2014-11-04 – 2014-11-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Human intermittent control: concept of noise-driven control activation2014

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto
    • Organizer
      46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Kyoto, Kyoto Institute of Technology
    • Year and Date
      2014-11-01 – 2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Statistical Properties of Car Following: Theory and Driving Simulator Experiments2014

    • Author(s)
      Hiromasa Ando, Ihor Lubashevsky, Arkady Zgonnikov, Yoshiaki Saito
    • Organizer
      46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Kyoto, Kyoto Institute of Technology
    • Year and Date
      2014-11-01 – 2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Markovian Random Walks on Square Lattice with Constant Non-Symmetric Diffusion Coefficients2014

    • Author(s)
      Kosuke Hijikata, Ihor Lubashevsky, Alexander Vazhenin
    • Organizer
      46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Kyoto, Kyoto Institute of Technology
    • Year and Date
      2014-11-01 – 2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Statistical Properties of Human Response Delay: Analysis of Virtual Stick Balancing Experiments2014

    • Author(s)
      Takashi Suzuki, Toru Miyazawa, Shigeru Kanemoto, Ihor Lubashevsky
    • Organizer
      46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Kyoto, Kyoto Institute of Technology
    • Year and Date
      2014-11-01 – 2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] To react or not to react? A double-well potential model of event-driven human control2014

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto
    • Organizer
      CogSci 2014: 36th Annual Conference of the Cognitive Science Society
    • Place of Presentation
      Quebec, Kanada
    • Year and Date
      2014-07-23 – 2014-07-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Concept of Dynamical Traps: Model Systems of Human Actions and Experimental Evidence2013

    • Author(s)
      Ihor Lubashevsky, Arkady Zgonnikov, Dmitry Parfenov
    • Organizer
      Interdisciplinary Symposium on Complex Systems (ISCS 2013)
    • Place of Presentation
      Czech Technical University in Prague, Prague, Czech Republic
    • Related Report
      2013 Research-status Report
  • [Presentation] New Emergence Mechanism Caused by Human Fuzzy Rationality2013

    • Author(s)
      Ihor Lubashevsky, Arkady Zgonnikov, Dmitry Parfenov
    • Organizer
      International Academic Workshop on Social Science, IAW-SC 2013
    • Place of Presentation
      Changsha, Hunan, China
    • Related Report
      2013 Research-status Report
  • [Presentation] Dynamical Traps and Balancing of Overdamped Pendulums: Virtual Experiments and Universal Properties of Human Control2013

    • Author(s)
      Ihor Lubashevsky, Shigeru Kanemoto, Arkady Zgonnikov, Toru Miyazawa, Takashi Suzuki
    • Organizer
      2nd International Conference on Automatic Control, Soft Computing and Human-Machine Interaction (ASME'13)
    • Place of Presentation
      Morioka, Iwate, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Unstable dynamics of intrinsically motivated learning2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Organizer
      35th Annual Meeting of the Cognitive Science Society
    • Place of Presentation
      Berlin , Germany
    • Related Report
      2013 Research-status Report
  • [Presentation] Intrinsically motivated reinforcement learning in socio-economic systems: the dynamical analysis2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Organizer
      2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL)
    • Place of Presentation
      Osaka, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Balancing of Overdamped Virtual Pendulums: Universal Properties of Human Control2013

    • Author(s)
      Shigeru Kanemoto, Ihor Lubashevsky, Arkady Zgonnikov, Toru Miyazawa, Takashi Suzuki
    • Organizer
      45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Okinawa, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Probabilistic Dynamical Trap: Intrinsic Stochasticity of Human Control2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Organizer
      45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Okinawa, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Towards Multi-Dimensional Nonlinear Langevin Equation2013

    • Author(s)
      Ihor Lubashevsky
    • Organizer
      45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Okinawa, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Phase transitions in chains of oscillators with dynamical traps caused by human fuzzy rationality2013

    • Author(s)
      Ihor Lubashevsky, Dmitry Parfenov, Arkady Zgonnikov
    • Organizer
      12th Asia Pacific Physics Conference
    • Place of Presentation
      Makuhari Messe, Chiba, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Nonequilibrium Phase Transitions Caused by Dynamical Traps2013

    • Author(s)
      Ihor Lubashevsky, Arkaday Zgonnikov, Dmitry Parfenov
    • Organizer
      XXXIII Dynamics Days Europe
    • Place of Presentation
      Madrid, Spain
    • Related Report
      2013 Research-status Report
  • [Presentation] Periodic dynamics of intrinsically motivated learning2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Organizer
      XXXIII Dynamics Days Europe
    • Place of Presentation
      Madrid, Spain
    • Related Report
      2013 Research-status Report
  • [Presentation] Intrinsic Motivation And Learning Dynamics2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Organizer
      ECCS'13: European Conference on Complex Systems
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2013 Research-status Report
  • [Presentation] Complex Dynamics Caused By Human Fuzziness: Concept Of Action Dynamical Traps2013

    • Author(s)
      Ihor Lubashevsky, Arkady Zgonnikov
    • Organizer
      ECCS'13: European Conference on Complex Systems
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2013 Research-status Report
  • [Presentation] Dynamical traps and balancing of overdamped pendulums: virtual experiments and universal properties of human control2013

    • Author(s)
      I. Lubashevsky, S. Kanemoto, A. Zgonnikov, T. Miyazawa, D. Taniguchi
    • Organizer
      2nd International Conference on Automatic Control, Soft Computing And Human-Machine Interaction (ASME '13)
    • Place of Presentation
      Morioka, Iwate, Japan,
    • Related Report
      2012 Research-status Report
  • [Presentation] Complex dynamics and phase transitions caused by fuzzy rationality2012

    • Author(s)
      I. Lubashevsky, D. Parfenov
    • Organizer
      5th Chaotic Modeling and Simulation International Conference (CHAOS'12)
    • Place of Presentation
      Athens, Greece
    • Related Report
      2012 Research-status Report
  • [Presentation] Complex dynamics of multiparticle system governed by bounded rationality2012

    • Author(s)
      A. Zgonnikov, I. Lubashevsky
    • Organizer
      5th Chaotic Modeling and Simulation International Conference (CHAOS'12)
    • Place of Presentation
      Athens, Greece
    • Related Report
      2012 Research-status Report
  • [Presentation] Bounded capacity of human cognition as a new mechanism of instability in dynamical systems2012

    • Author(s)
      I. Lubashevsky
    • Organizer
      European Conference on Complex Systems (ECCS '12)
    • Place of Presentation
      Brussels, Belgium
    • Related Report
      2012 Research-status Report
  • [Presentation] Dynamical trap effect in virtual stick balancing2012

    • Author(s)
      A. Zgonnikov, I. Lubashevsky, M. Mozgovoy
    • Organizer
      European Conference on Complex Systems (ECCS '12)
    • Place of Presentation
      Brussels, Belgium
    • Related Report
      2012 Research-status Report
  • [Presentation] Trajectory classification of random motion with stochastic self-acceleration and its anomalous properties2012

    • Author(s)
      I. Lubashevsky
    • Organizer
      10th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2012)
    • Place of Presentation
      Kos, Greece
    • Related Report
      2012 Research-status Report
  • [Presentation] Levy random walks as nonlinear Brownian motion2012

    • Author(s)
      I. Lubashevsky, K. Saito, Y. Uchimura
    • Organizer
      44th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS'12)
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2012 Research-status Report
  • [Presentation] Modeling humans perception of their own actions: the dynamical traps approach2012

    • Author(s)
      A. Zgonnikov, I. Lubashevsky
    • Organizer
      44th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS'12)
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2012 Research-status Report
  • [Presentation] Virtual stick balancing: statistical invariants of human response2012

    • Author(s)
      S. Kanemoto, I. Lubashevsky, A. Zgonnikov, T. Miyazawa, D. Taniguchi
    • Organizer
      44th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS'12)
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2012 Research-status Report
  • [Presentation] Stationary point generalization for social system dynamics2012

    • Author(s)
      I. Lubashevsky, S. Kanemoto
    • Organizer
      4th Workshop on Inverse Problems and Applications on Medical Science and Engineering
    • Place of Presentation
      Institute of Statistical Mathematics, Tokyo, Japan
    • Related Report
      2012 Research-status Report
  • [Book] Human Fuzzy Rationality as a Novel Mechanism of Emergent Phenomena, Chapt. in book: Handbook of Applications of Chaos Theory2015

    • Author(s)
      Ihor Lubashevsky, book editors: Christos H Skiadas, Charilaos Skiadas
    • Total Pages
      54
    • Publisher
      Taylor and Francis Group/CRC Press
    • Related Report
      2014 Annual Research Report
  • [Book] Proceedings of Interdisciplinary Symposium on Complex Systems ( ISCS 2013), Series: Emergence, Complexity and Computation, Vol. 82014

    • Author(s)
      Ihor Lubashevsky, Arkady Zgonnikov, Dmitry Parfenov
    • Publisher
      Springer-Verlag, Berlin, Heidelberg
    • Related Report
      2013 Research-status Report
  • [Book] Proceedings of International Academic Workshop on Social Science, IAW-SC 2013, Series: Advances in Intelligent Systems Research, Vol. 502013

    • Author(s)
      Ihor Lubashevsky, Arkady Zgonnikov, Dmitry Parfenov
    • Publisher
      Atlantis Press, Amsterdam
    • Related Report
      2013 Research-status Report
  • [Book] Proceedings of the 2nd International Conference on Automatic Control, Soft Computing and Human-Machine Interaction (ASME'13), Series: Recent Advances in Automatic Control, Modelling and Simulation, Vol. 122013

    • Author(s)
      Ihor Lubashevsky, Shigeru Kanemoto, Arkady Zgonnikov, Toru Miyazawa, Takashi Suzuki
    • Publisher
      WSEAS Press, Morioka
    • Related Report
      2013 Research-status Report
  • [Book] Proceeding of the 35th Annual Meeting of the Cognitive Science Society2013

    • Author(s)
      Arkady Zgonnikov, Ihor Lubashevsky
    • Publisher
      TX: Cognitive Science Society, Austin
    • Related Report
      2013 Research-status Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi