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Preference as a cognitive bias to the statistical regularity

Research Project

Project/Area Number 19H01119
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 61:Human informatics and related fields
Research InstitutionToyohashi University of Technology

Principal Investigator

Nakauchi Shigeki  豊橋技術科学大学, 工学(系)研究科(研究院), 教授 (00252320)

Co-Investigator(Kenkyū-buntansha) 伊村 知子  日本女子大学, 人間社会学部, 教授 (00552423)
松井 淑恵  豊橋技術科学大学, 次世代半導体・センサ科学研究所, 教授 (10510034)
白井 述  立教大学, 現代心理学部, 教授 (50554367)
Shehata Mohammad  豊橋技術科学大学, 次世代半導体・センサ科学研究所, 准教授 (60444197)
日根 恭子  豊橋技術科学大学, 工学(系)研究科(研究院), 助教 (70625459)
Project Period (FY) 2019-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥45,110,000 (Direct Cost: ¥34,700,000、Indirect Cost: ¥10,410,000)
Fiscal Year 2023: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2022: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2021: ¥6,500,000 (Direct Cost: ¥5,000,000、Indirect Cost: ¥1,500,000)
Fiscal Year 2020: ¥16,250,000 (Direct Cost: ¥12,500,000、Indirect Cost: ¥3,750,000)
Fiscal Year 2019: ¥10,790,000 (Direct Cost: ¥8,300,000、Indirect Cost: ¥2,490,000)
Keywords選好 / 絵画配色 / 発達 / 音楽テンポ / 内部テンポ / 不快感 / 絵画 / like-dislike / 色彩統計量 / 線形混合モデル / 普遍性 / 多様性 / 統計的レギュラリティ / 配色 / 文化差 / 社交性 / 反応バイアス / テンポ / 選考
Outline of Research at the Start

事物等に対してヒトが感じる選好を「経験・学習によって獲得された、感覚刺激の統計的レギュラリティに対する潜在的認知バイアス」と捉え、選好における普遍性および多様性を統一的に説明することを目的とする。発達を認知バイアスの形成過程として、熟達を専門的トレーニングによる認知バイアスの変容として捉え、一般成人および幼児・小学生や専門家を対象とした視聴覚実験を通して発達・熟達が選好に与える影響を分析するとともに、文化要因を排除したうえで選好の進化要因を探るため、チンパンジーを対象とした視聴覚実験を実施する。さらに、好まれる絵画・楽曲等に共通した普遍特徴(統計的レギュラリティ)を機械学習を用いて同定する。

Outline of Final Research Achievements

In this project, we hypothesized the human preferences towards objects and other stimuli as "latent cognitive biases towards the statistical regularities of sensory stimuli acquired through experience and learning." The aim is to provide a unified explanation for both the universality and diversity of preferences. Through experimental investigations into preferences for paintings and music, several findings emerged. First, universal color preferences were observed regardless of prior knowledge about the paintings, the category of the paintings, or differences in regions of residence such as Japan and Portugal. Second, specific color statistical measures were found to be involved in color preferences. Third, pupil responses also reflected differences indicative of preferences. Furthermore, it was revealed that preferences for color compositions in paintings gradually form from early to late childhood.

Academic Significance and Societal Importance of the Research Achievements

本研究課題では絵画配色や音楽テンポに対する選好実験を実施し、個人差を超える普遍的な傾向が存在することを示した。また、色彩統計量と選好の間に密接な関係があること、また瞳孔反応が選好特性を反映することから、こうした普遍的な選好特性の背後に早くて自動的な審美判断メカニズムが存在する可能性を示した。偽物ではなく原画の配色を一般人も最も好ましく感じたということは、配色の好みは画家も一般人も知識や経験の違いに依らず似ている、ということを意味しており、文化や時代が異なる芸術作品であっても、本物には何らかの普遍的な特徴が存在している可能性があり、審美感に対する生物科学的理解を深めることに繋がる。

Report

(7 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Comments on the Screening Results   Annual Research Report
  • Research Products

    (40 results)

All 2024 2023 2022 2021 2020 2019 Other

All Int'l Joint Research (2 results) Journal Article (5 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 5 results,  Open Access: 4 results) Presentation (33 results) (of which Int'l Joint Research: 9 results,  Invited: 3 results)

  • [Int'l Joint Research] University of Minho(ポルトガル)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] ミーニョ大学(ポルトガル)

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Pupil dilation is driven by perceptions of naturalness of color composition in paintings.2023

    • Author(s)
      Taniyama Yuma、Suzuki Yuta、Kondo Taisei、Minami Tetsuto、Nakauchi Shigeki
    • Journal Title

      Psychology of Aesthetics, Creativity, and the Arts

      Volume: ー

    • DOI

      10.1037/aca0000580

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Children's preferences of the colour composition of art paintings2023

    • Author(s)
      Imura Tomoko、Shirai Nobu、Kondo Taisei、Nakauchi Shigeki
    • Journal Title

      Infant and Child Development

      Volume: 32 Issue: 5

    • DOI

      10.1002/icd.2450

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The effect of facial colour on implicit facial expressions2023

    • Author(s)
      Nguyen Hoang Nam、Tamura Hideki、Minami Tetsuto、Nakauchi Shigeki
    • Journal Title

      Cognition and Emotion

      Volume: 37 Issue: 7 Pages: 1290-1297

    • DOI

      10.1080/02699931.2023.2258575

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Influence of Objects Face-likeness on the Right-facing Preference2022

    • Author(s)
      TANIYAMA Yuma、KISHIGAMI Sho、MINAMI Tetsuto、NAKAUCHI Shigeki
    • Journal Title

      Transactions of Japan Society of Kansei Engineering

      Volume: 21 Issue: 1 Pages: 67-76

    • DOI

      10.5057/jjske.TJSKE-D-21-00034

    • NAID

      130008165074

    • ISSN
      1884-0833, 1884-5258
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Best CCT for Appreciation of Paintings under Daylight Illuminants is Different for Occidental and Oriental Viewers2020

    • Author(s)
      Nascimento Sergio M. C.、Herdeiro Catarina F. M.、Gomes Andreia E.、Linhares Jo?o M. M.、Kondo Taisei、Nakauchi Shigeki
    • Journal Title

      LEUKOS

      Volume: 17 Issue: 3 Pages: 310-318

    • DOI

      10.1080/15502724.2020.1761828

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 絵画の色彩構成が選好判断に与える影響とその文化依存性2024

    • Author(s)
      坂口春輝, 谷山祐真, 日根恭子, Carmel L, 中内茂樹
    • Organizer
      日本視覚学会2024年冬季大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Preference for color in art paintings2023

    • Author(s)
      Shigeki Nakauchi
    • Organizer
      The 12th International Conference on Robotics, Vision, Signal Processing, and Power Applications
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Pupillary responses to perceived glossiness and attractiveness2023

    • Author(s)
      Tamura, H, Nakauchi, S, Minami, T
    • Organizer
      European Conference on Visual Perception
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Abstractness of painting style affects affective priming on aesthetic preference2023

    • Author(s)
      Fukunaga,T, Taniyama, Y, Inoue, T, Nakauchi, S, Hine, K, Minami, T
    • Organizer
      The 23nd meeting of the European Society for Cognitive Psychology
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 音楽テンポ記憶の保持における身体運動の役割2023

    • Author(s)
      若菜慶友, 日根恭子, 中内茂樹
    • Organizer
      日本心理学会第87回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 強制タッピングテンポが音楽の選好テンポへ与える影響2023

    • Author(s)
      土谷慧太, 若菜慶友, 日根恭子, 中内茂樹, 南 哲人
    • Organizer
      日本心理学会第87回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 情動刺激が及ぼす顔検出能力の変化と特性不安の関連性2022

    • Author(s)
      嶌田皓太, 谷山祐真, 田村秀希, 南 哲人, 中内茂樹
    • Organizer
      日本視覚学会 2022 年冬季大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Synchronization affects on contrast discrimination2022

    • Author(s)
      Takahashi, L, Hine, K, Nakauchi, S
    • Organizer
      Association for Psychological Science 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Effect of Ambiguous Image on Pupil Response of Sun and Moon Perception2022

    • Author(s)
      Novera ISTIQOMAH, Tetsuya TAKESHITA, Yuya KINZUKA, Tetsuto MINAMI, Shigeki NAKAUCHI
    • Organizer
      International Symposium on Affective Science and Engineering 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Color discriminability at extreme peripheral vision2022

    • Author(s)
      Sawamoto, K, Hine, K, Nakauchi, S
    • Organizer
      Association for Psychological Science 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 認知状態と瞳孔反応2022

    • Author(s)
      中内茂樹
    • Organizer
      2022年生理学研究所研究会「心的状態の理解に向けた行動・生理的指標の計測と解析」
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Color-Sound Crossmodal Interaction using Stroop-like Paradigm2022

    • Author(s)
      Kenta Miyamoto, Yuma Taniyama, Kyoko Hine, Shigeki Nakauchi
    • Organizer
      The 7th Asia Color Association Conference
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 絵画配色の好みに見られる普遍性2022

    • Author(s)
      中内茂樹
    • Organizer
      令和4年度色彩科学系5研究会合同研究会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] ピアノ演奏のテンポ選好:楽曲の特徴と拍子知覚能力の影響2022

    • Author(s)
      波多野 克信, 松井淑恵
    • Organizer
      日本音響学会2022年春季研究発表会講演論文集
    • Related Report
      2021 Annual Research Report
  • [Presentation] ハーモニーの音程が歌唱の音高に与える影響2022

    • Author(s)
      長濱 嗣志, 廖 嘉慧, 河原 英紀, 松井 淑恵
    • Organizer
      日本音響学会2022年春季研究発表会講演論文集
    • Related Report
      2021 Annual Research Report
  • [Presentation] Internal/External critical factors in the preference of music tempo2021

    • Author(s)
      Koki Abe, Kyoko Hine, Mohammad Shehata, Shigeki Nakauchi
    • Organizer
      The 32nd International Congress of Psychology
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 音楽聴取時の覚醒度と外部/内部テンポの関連2021

    • Author(s)
      阿部 晃気, 日根 恭子, 金塚 裕也, 中内 茂樹
    • Organizer
      日本心理学会第85回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Evaluating Keyboard Instrument Rehabilitation for Post-Stroke Patients Using sEMG, MIDI2021

    • Author(s)
      Maki Nanahara, Toshie Matsui
    • Organizer
      Rehabilitation International World Congress 2021(Virtual)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 脳卒中患者の手指リハビリテーションのための鍵盤楽器演奏課題~表面筋電図とMIDIによる客観的評価と主観的評価の検討~2021

    • Author(s)
      七原真紀, 松井淑恵
    • Organizer
      第21回日本音楽療法学会学術大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 要素の数と重畳が集合体恐怖に及ぼす影響2021

    • Author(s)
      鈴木千春・白井述・佐々木恭志郎・山田祐樹・伊村知子
    • Organizer
      日本視覚学会2021年冬季大会
    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
  • [Presentation] 幼児・児童を対象としたリモート視覚発達実験の有効性 ―トライポフォビアの発達実験(鈴木ら,2020)の追試を通して―2021

    • Author(s)
      笠原舞・鈴木千春・佐々木恭志郎・山田祐樹・伊村知子・白井述
    • Organizer
      日本視覚学会2021年冬季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 音楽聞き分け課題に対する瞳孔反応2020

    • Author(s)
      齊藤隼平, 金塚裕也, 鈴木雄太, 南哲人, 中内茂樹
    • Organizer
      第 43 回日本神経科学大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 表情認知における顔色効 果―日本・マレーシア・ノルウェーにおける文化間・世代間比較―2020

    • Author(s)
      中古賀 理, 金塚裕也、伊村知子, 白井 述, 中内茂樹, 南 哲人
    • Organizer
      フォ ーラム顔学 2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] 顔らしさが選好の Laterality に与える影響の解明2020

    • Author(s)
      岸上 翔, 谷山祐真, 中内茂樹, 南 哲人
    • Organizer
      ヒューマン情報処理研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ブーバ/キキ効果は音声と図形の対連合学習を促進する2020

    • Author(s)
      平野敦也・白井述・新美亮輔・中嶋豊
    • Organizer
      日本心理学会第84回大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 子どもにもトライポフォビアは生起するのか? ―4~9歳児と成人を対象に―2020

    • Author(s)
      鈴木千春・白井述・佐々木恭志郎・山田祐樹・伊村知子
    • Organizer
      日本視覚学会2020年冬季大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Visual Search for Chromatic Composition of Art Paintings by Chimpanzee.2019

    • Author(s)
      Imura, T., Nakauchi, S., Shirai, N., & Tomonaga, M.
    • Organizer
      42nd European Conference on Visual Perception
    • Related Report
      2019 Annual Research Report
  • [Presentation] Facial Color Effect on Recognition of Facial Expression: A Comparison Among Japanese and Malaysian Adults and School Children.2019

    • Author(s)
      Nakakoga, S., Nihei, Y., Kinzuka, Y., Chang, K.H., Shima, S.W.N., Mohd, N.H., Yvonne-Tee, G.B., Abdullah, Z.B., Imura, T., Shirai, N., & Nakauchi, S., Minami, T.
    • Organizer
      42nd European Conference on Visual Perception
    • Related Report
      2019 Annual Research Report
  • [Presentation] チンパンジーとヒトは世界をどう見るか2019

    • Author(s)
      伊村知子
    • Organizer
      日本心理学会第83回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] P3 asymmetry elicited by original-pseudo art paintings using an oddball paradigm2019

    • Author(s)
      Taniyama, Y., Nihei, Y., Minami, T., Nakauchi, S.
    • Organizer
      Vision Sciences Society 19th Annual Meeting
    • Related Report
      2019 Annual Research Report
  • [Presentation] Preference of facing/lighting direction for portraits paintings2019

    • Author(s)
      Kishigami, S., Taniyama, Y., Nakauchi, S., Minami, T.
    • Organizer
      Vision Sciences Society 19th Annual Meeting
    • Related Report
      2019 Annual Research Report
  • [Presentation] Preference judgement for art paintings: large-scale subjects (30K) experiment revealing age dependency2019

    • Author(s)
      Nakauchi, S., Nishimoto, M., Tamura, H.
    • Organizer
      Vision Sciences Society 19th Annual Meeting
    • Related Report
      2019 Annual Research Report
  • [Presentation] Age-related change in preference for chromatic compositions of art paintings revealed by 30K subjects experiment2019

    • Author(s)
      Nakauchi, S., Nishimoto, M., Tamura, H.
    • Organizer
      International Colour Vision Society 2019
    • Related Report
      2019 Annual Research Report

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Published: 2019-04-18   Modified: 2025-01-30  

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