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An experimental and theoretical study on psychological mechanism of metaphor understanding and metaphor generation

Research Project

Project/Area Number 19330156
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Experimental psychology
Research InstitutionTokyo Institute of Technology

Principal Investigator

NAKAGAWA Masanori  Tokyo Institute of Technology, 大学院・社会理工学研究科, 教授 (40155685)

Co-Investigator(Kenkyū-buntansha) KURODA Kou  独立行政法人情報通信研究機構, 知識創成コミュニケーション研究センター, 長期専攻研究員 (30425764)
NAKAMOTO Keiko  文教大学, 教育学部, 講師 (50329033)
前川 眞一  東京工業大学, 大学院・社会理工学研究科, 教授 (70190288)
赤間 啓之  東京工業大学, 大学院・社会理工学研究科, 准教授 (60242301)
寺井 あすか  東京工業大学, 情報理工学(系)研究科, 21世紀COE研究員 (70422540)
Co-Investigator(Renkei-kenkyūsha) MAEKAWA Shinichi  東京工業大学, 大学院・社会理工学研究科, 教授 (70190288)
AKAMA Hiroyuki  東京工業大学, 大学院・社会理工学研究科, 准教授 (60242301)
TERAI Asuka  東京工業大学, 大学院・情報理工学研究科, 21世紀COE研究員 (70422540)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2009: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2008: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2007: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
Keywords言語 / 比喩理解 / 比喩生成 / 言語統計解析 / ニューラルネットワーク
Research Abstract

Theoretical (computational) models concerning comprehension and generation of metaphors, in form of "A like B", were constructed based on statistical analysis of large-scale language data. Furthermore, the validity of the models was verified by comparing between simulation results of the models and psychological experiment results. Through these procedures, the psychological mechanism of metaphor comprehension and metaphor generation was elucidated theoretically and experimentally.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (26 results)

All 2010 2009 2008 2007

All Journal Article (10 results) (of which Peer Reviewed: 9 results) Presentation (14 results) Book (2 results)

  • [Journal Article] 確率的概念構造に基づく比喩理解の計算モデル-日本語コーパスの統計解析を用いて-2010

    • Author(s)
      寺井あすか, 中川正宣
    • Journal Title

      認知科学 Vol.17,No.1

      Pages: 129-142

    • NAID

      10026328785

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 確率的概念構造に基づく比喩理解の計算モデル-日本語コーパスの統計解析を用いて-2010

    • Author(s)
      寺井あすか、中川正宣
    • Journal Title

      認知科学 17(1)

      Pages: 129-142

    • NAID

      10026328785

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Corpus-Based Computational Model of Metaphor Understanding Incorporating Dynamic Interaction2008

    • Author(s)
      Asuka Terai, Masanori Nakagawa
    • Journal Title

      Vera Kurkova, Roman Neruda, Jan Koutnik (Eds.) : ICANN 2008, LNCS 5164 2

      Pages: 443-452

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hierarchical Probabilistic Categorization of Japanese Words2008

    • Author(s)
      Asuka Terai, Liu Bin, Masanori Nakagawa
    • Journal Title

      Kazuo Shigemasu, Akinori Okada, Tadashi Imaizumi and Takahiro Hoshino (Eds.) New Trends in Psychometrics

      Pages: 471-480

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 比喩理解のための言語処理2008

    • Author(s)
      徳永健伸, 寺井あすか
    • Journal Title

      月刊 言語 8月号

      Pages: 34-40

    • Related Report
      2008 Annual Research Report
  • [Journal Article] Construction of a Probabilistic Hierarchical Structure Based on a Japanese Corpus and a Japanese Thesaurus.2008

    • Author(s)
      Asuka Terai, Bin Liu, Masanori Nakagawa
    • Journal Title

      LKR2008, LNAI 4938, Springer-Verlag Berlin Heidelberg 1

      Pages: 132-147

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 言語統計解析に基づく確率的言語知識構造の構築と心理学実験への応用2007

    • Author(s)
      阿部慶賀, 中川正宣
    • Journal Title

      認知科学 Vol.14,No.1

      Pages: 91-117

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A NeuralNetwork Model of Metaphor Understanding with Dynamic Interaction based on a Statistical Language Analysis: Targeting a Human-like Model2007

    • Author(s)
      Terai A., Nakagawa M
    • Journal Title

      International Journal of Neural Systems Vol.17,No.4

      Pages: 265-274

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Computational Model of Metaphor Understanding Consisting of Two Processes2007

    • Author(s)
      Asuka Terai, Masanori Nakagawa
    • Journal Title

      ICANN 2007, Part 2, LNCS 4669, Springer-Vbrlag Berlin Heidelberg 2

      Pages: 963-972

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Neural Network Model of Metaphor Understandtng with Dynamic Interaction based on a Statistical Language Analysis: Targetinga Human-like Model2007

    • Author(s)
      Asuka Terai, Masanori Nakagawa
    • Journal Title

      International Journal of Neural Systems 17

      Pages: 265-274

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Pattern lattice as a model of linguistic knowledge and performance2009

    • Author(s)
      Kuroda K.
    • Organizer
      The 23rd Pacific Asia Conference on language, information and Computation
    • Place of Presentation
      Hong Kong
    • Year and Date
      2009-12-04
    • Related Report
      2009 Final Research Report
  • [Presentation] Pattern lattice as a model of linguistic knowledge and performance2009

    • Author(s)
      Kuroda K.
    • Organizer
      The 23rd Pacific Asia Conference on Language, Information and Computation
    • Place of Presentation
      Hong Kong
    • Year and Date
      2009-12-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] A Neural Network Model of Metaphor Generation with Dynamic Interaction2009

    • Author(s)
      Terai A., Nakagawa M.
    • Organizer
      International Conference on Artificial Neural Network 2009
    • Place of Presentation
      Limassol, Cyprus
    • Year and Date
      2009-09-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] 特徴間の相互作用を持つ比喩理解の計算モデル:日本語コーパスの統計解析を用いて2009

    • Author(s)
      寺井あすか、中川正宣
    • Organizer
      日本認知科学会第26回大会
    • Place of Presentation
      慶応義塾大学
    • Year and Date
      2009-09-11
    • Related Report
      2009 Final Research Report
  • [Presentation] 特徴間の相互作用を持つ比喩理解の計算モデル:日本語コーパスの統計解析を用いて2009

    • Author(s)
      寺井あすか、中川正宣
    • Organizer
      日本認知科学会第26回大会
    • Place of Presentation
      神奈川、日本
    • Year and Date
      2009-09-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] Experimental Examination of Feature Emergence in Metaphor Understanding2009

    • Author(s)
      Terai A., Nakagawa M.
    • Organizer
      the 31st Meeting of the Cognitive Science Society
    • Place of Presentation
      Amsterdam, Neatherlands
    • Year and Date
      2009-07-30
    • Related Report
      2009 Final Research Report
  • [Presentation] Experimental Examination of Feature Emergence in Metaphor Understanding2009

    • Author(s)
      Terai A., Nakagawa M.
    • Organizer
      31st Meeting of the Cognitive Science Society
    • Place of Presentation
      Amsterdam, Neatherlands
    • Year and Date
      2009-07-30
    • Related Report
      2009 Annual Research Report
  • [Presentation] A Neural Network Model of Metaphor Generation with Dynamic Interaction2009

    • Author(s)
      Terai A., Nakagawa M.
    • Organizer
      International Conference on Artificial Neural Networks 2 009
    • Place of Presentation
      Limassol, Cyprus
    • Year and Date
      2009-06-16
    • Related Report
      2009 Final Research Report
  • [Presentation] 2段階からなる比喩理解の計算モデルの構築2008

    • Author(s)
      寺井あすか、中川正宣
    • Organizer
      日本認知科学会第25回大会
    • Place of Presentation
      同志社大学
    • Year and Date
      2008-09-07
    • Related Report
      2009 Final Research Report
  • [Presentation] 2段階からなる比喩理解の計算モデルの構築2008

    • Author(s)
      寺井あすか, 中川正宣
    • Organizer
      第25回認知科学会大会
    • Place of Presentation
      同志社大学
    • Year and Date
      2008-09-07
    • Related Report
      2008 Annual Research Report
  • [Presentation] A Corpus-based Computational Model of Metaphor Understanding Incorporating Dynamic Interaction.2008

    • Author(s)
      Terai A., Nakagawa M.
    • Organizer
      International Conference on Artificial Neural Networks 2008
    • Place of Presentation
      Prague, Czech
    • Year and Date
      2008-09-03
    • Related Report
      2009 Final Research Report
  • [Presentation] A method for the construction of a probabilistic hierarchical structure based on a statistical analysis of a large-scale corpus2007

    • Author(s)
      Asuka Terai, Bin Liu, Masanori Nakagawa
    • Organizer
      IEEE ICSC2007
    • Place of Presentation
      アメリカ カリフォルニアアーバイン
    • Year and Date
      2007-09-17
    • Related Report
      2007 Annual Research Report
  • [Presentation] A Computational Model of Metaphor Understaindig Consisting of Two Processes2007

    • Author(s)
      Terai A., Nakagawa M.
    • Organizer
      International Conference on Artificial Neural Networks 2007
    • Place of Presentation
      Porto, Portugal
    • Year and Date
      2007-09-12
    • Related Report
      2009 Final Research Report
  • [Presentation] 複数の言語コーパスを用いた比喩理解の計算モデル2007

    • Author(s)
      寺井あすか、中川正宣
    • Organizer
      日本認知科学会第24回大会
    • Place of Presentation
      成城大学
    • Year and Date
      2007-09-05
    • Related Report
      2009 Final Research Report
  • [Book] 第17章比喩理解と比喩生成のニューラルネットワークモデル. 楠見孝(編)メタファー研究の最前線2007

    • Author(s)
      中川正宣,寺井あすか,阿部慶賀
    • Publisher
      ひつじ書房
    • Related Report
      2009 Final Research Report
  • [Book] メタファー研究の最前線2007

    • Author(s)
      中川正宣・寺井あすか・阿部慶賀
    • Total Pages
      23
    • Publisher
      ひつじ書房
    • Related Report
      2007 Annual Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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