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Cognitive mechanisms of insight problem-solving and its computational model

Research Project

Project/Area Number 10610082
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 実験系心理学
Research InstitutionAoyama Gakuin University

Principal Investigator

SUZUKI Hiroaki  Faculty of Literature, Aoyama Gakuin University Associate Professor, 文学部, 助教授 (50192620)

Co-Investigator(Kenkyū-buntansha) HIRAKI Kazuo  Graduate School of Arts and Science, The University of Tokyo Associate Professor, 大学院・総合文化研究科, 助教授 (30323455)
Project Period (FY) 1998 – 2000
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2000: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1999: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 1998: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywordsinsight / constraint / cognitive science / emergence / multiconstraint satisfaction / psychology / artificial intelligence / 問題解決 / 人工知能 / 機械学習
Research Abstract

This year, we empirically explored individual differences in insight problem-solving and theoretically contrasted our approach with others.
Firstly, we analyzed sources of individual differences in insight problem-solving, using a geometric puzzle. According to our theory there are three sources of individual differences: the initial strengths of constraints, the evaluation of problem-solving attempts, and the learning rate that updates the strength value of each constraint. In order to validate these predictions, we compared the subjects who could solve a geometric insight problem within 10 minutes with those who could not. A microscopic analysis of the solution processes and rating task revealed that the initial strengths of the constraints and the adequacy of evaluation are different between the two, but their learning rates are not. These results suggest that insightful problem-solvers try non-standard attempts more often even in the initial phase of their problem-solving and evaluate their attempts more precisely. The results were discussed in contrast with other approaches to insight.
Secondly, we reviewed frameworks such as standard problem-solving, memory retrieval, problem-space, opportunistic, and constraint approaches to insight. The important findings and implications obtained from these approaches are to develop a theory that does not involve insight-specific mechanisms, to explain time-sensitiveness to useful information, and to incorporate to a theory a mechanism for the feedbacks from problem-solving attempts. Theoretical analysis revealed that our theory gives coherent accounts to these findings, while other approaches do not. We discussed further issues for theories of insight such as extensions to other creative thinking, conscious/unconscious nature of insight, and possibilities of neurological exploration.

Report

(4 results)
  • 2001 Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • 1998 Annual Research Report
  • Research Products

    (20 results)

All Other

All Publications (20 results)

  • [Publications] 鈴木宏昭: "思考のダイナミックな性質の解明に向けて"認知科学. 8. 212-225 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 鈴木宏昭: "人間の推論"人工知能学会誌. 16. 858-865 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 鈴木宏昭: "ダイナミックな相互作用による創発としての洞察;機能レベルモデルからの示唆"脳の科学. 23. 545-552 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Suzuki, Abe, Hiraki, Miyazaki: "Cue-readiness in insight problem solving"Proceedings of the 23^<rd> Annual Conference of Cognitive Science Society. 1012-1017 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 鈴木宏昭: "「思考と相互作用」認知科学の新展開2「コミュニケーションと思考」"岩波書店. 39 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Suzuki: "In search for dynamic nature of thinking"Cognitive Studies. 8. 212-225 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Suzuki: "Human Reasoning"Journal of Japanese Society for Artificial Intelligence. 16. 858-865 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Suzuki: "Insight as a emergent product of Dynamic interaction: Implications from Functional modeling"Brain Science. 23. 545-552 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Suzuki, K. Abe, K. Hiraki, & M. Miyazaki: "Cue-readiness in insight problem-solving"Proceedings of the 23^<rd> Annual Conference of Cognitive Science Society. 1012-1017 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Suzuki: "Thinking and interaction"In T. Inui & Y. Anzai (Eds.) Communication and Thought. 163-201 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 宮崎美智子: "人間の洞察プロセスにおける諸制約の緩和"人工知能学会 基礎論研究会発表資料. SIG-FAI-A001. 7-12 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 鈴木宏昭: "洞察における制約緩和の個人差"日本心理学会2001年大会発表論文集. (発表予定).

    • Related Report
      2000 Annual Research Report
  • [Publications] 阿部慶賀: "洞察問題解決における失敗による制約の緩和"日本認知科学会2001年大会発表論文集. (発表予定).

    • Related Report
      2000 Annual Research Report
  • [Publications] Hiraki,Kazuo: "Looking time and visual tracking during spatial events"International Conference on Infant Studies,2000 July.(http://www.isisweb.org/group1034.htm). (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 海保博之(編)鈴木宏昭(11章担当): "「瞬間情報処理の心理学」"福村出版. 250 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Suzuki,H., Miyazaki,M., & Hiraki,K: "Goal constraints in insight problem-solving"Proceedings of the Second International Conference on Cognitive Science. 159-164 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 宮崎美智子、鈴木宏昭、開一夫: "洞察問題解決における制約間の協調"Proceedings of the Second International Conference on Cognitive Science. 1144-1146 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 鈴木宏昭: "認知科学における創造的認知研究の動向と課題:洞察問題解決のメカニズムを中心として"青山学院大学総合研究所研究叢書. 4号. 13-20 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 開 一夫・鈴木宏昭: "表象変化の動的緩和理論" 認知科学. 5巻2号. 69-79 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 開一夫・鈴木宏昭: "洞察の計算モデル構築に向けて:Tパズルを題材として" 日本認知科学会第15回大会発表論文集. 15. 26-27 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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