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Development of a mathematical model of expectation effect

Research Project

Project/Area Number 15K05755
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Design engineering/Machine functional elements/Tribology
Research InstitutionThe University of Tokyo

Principal Investigator

Yanagisawa Hideyoshi  東京大学, 大学院工学系研究科(工学部), 准教授 (20396782)

Research Collaborator UEDA Kazutaka  東京大学, 大学院工学系研究科, 講師
MURAKAMI Tamotsu  東京大学, 大学院工学系研究科, 教授
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords感性設計 / 期待 / 知覚 / クロスモーダル / 数理モデル / 符号化原理 / 大きさ重さ錯覚 / 不確実性 / 期待効果 / 素材認識 / 感性 / 設計工学 / 材料 / 質感 / 錯覚 / 材質感
Outline of Final Research Achievements

Prior expectation affects posterior perceptual experience. This contextual bias is called expectation effect. Previous studies have observed two different patterns of expectation effect: contrast and assimilation. Contrast magnifies the perceived incongruity, and assimilation diminishes the incongruity. This study proposes a computational model that explains the conditions of contrast and assimilation based on neural coding principles. This model proposed that prediction error, uncertainty, and external noise affected the expectation effect. Computer simulations with the model show that the pattern of expectation effect shifted from assimilation to contrast as the prediction error increased, uncertainty decreased the extent of the expectation effect, and external noise increased the assimilation. We verified the simulation results by comparing to an experimental result using the size-weight illusion (SWI) as a case of the expectation effect.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (16 results)

All 2018 2017 2016 2015

All Journal Article (7 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 7 results,  Acknowledgement Compliant: 5 results,  Open Access: 2 results) Presentation (8 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results) Book (1 results)

  • [Journal Article] Kansei modeling methodology for multi-sensory UX design2017

    • Author(s)
      Hideyoshi Yanagisawa, Chihiro Miyazaki, Carole Bouchard
    • Journal Title

      Proceedings of International Conference on Engineering Design

      Volume: - Pages: 159-168

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A computational model of perceptual expectation effect based on neural coding principles. Journal of Sensory Studies2016

    • Author(s)
      Hideyoshi Yanagisawa
    • Journal Title

      Journal of Sensory Studies

      Volume: 31-5 Issue: 5 Pages: 430-439

    • DOI

      10.1111/joss.12233

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Investigating the influence of product perception and geometric features2016

    • Author(s)
      Marta Perez Mata, authorSaeema Ahmed-Kristensen, Per Brunn Brockhoff, Hideyoshi Yanagisawa
    • Journal Title

      Research in Engineering Design

      Volume: - Issue: 3 Pages: 1-23

    • DOI

      10.1007/s00163-016-0244-1

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 物理量の知覚における期待効果の計算モデル2016

    • Author(s)
      柳澤秀吉
    • Journal Title

      ヒューマンインタフェース学会論文誌

      Volume: 18-4 Pages: 309-318

    • NAID

      130007671569

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Effects of Visual Expectation on Perceived Tactile Perception: An Evaluation Method of Surface Texture with Expectation Effect2015

    • Author(s)
      Hideyoshi Yanagisawa, Kenji Takatsuji
    • Journal Title

      International Journal of Design

      Volume: 9-1 Pages: 39-51

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Expectation effect of perceptual experience in sensory modality transitions: modeling with information theory2015

    • Author(s)
      Hideyoshi Yanagisawa, Kenji Takatsuji
    • Journal Title

      Journal of Intelligent Manufacturing

      Volume: online Issue: 7 Pages: 1-10

    • DOI

      10.1007/s10845-015-1096-7

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Computational Model of Human Perception with Prior Expectation: Baysian Integration and Efficient Coding2015

    • Author(s)
      Hideyoshi Yanagisawa
    • Journal Title

      ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference

      Volume: DETC2015-46669 Pages: 1-6

    • DOI

      10.1115/detc2015-46669

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Kansei Modeling Methodology for Multimodal UX Design2017

    • Author(s)
      Hideyoshi Yanagisawa, Chihiro Miyazak Miyazaki, Carole Bouchard
    • Organizer
      21st International Conference on Engineering Design
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2017-08-21
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] How does expectation affect experience? A principle of cross-modal effect2017

    • Author(s)
      Hideyoshi Yanagisawa
    • Organizer
      ACM TVX
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 期待効果を考慮したマルチモーダル感性デザイン2016

    • Author(s)
      宮崎地洋,柳澤秀吉
    • Organizer
      Designシンポジウム2016
    • Place of Presentation
      大阪大学
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
  • [Presentation] 期待効果を考慮したマルチモーダ感性設計法の研究2016

    • Author(s)
      宮崎地洋,柳澤秀吉
    • Organizer
      日本機械学会第26回設計工学・システム部門講演会
    • Place of Presentation
      慶應義塾大学日吉キャンパス
    • Year and Date
      2016-10-08
    • Related Report
      2016 Research-status Report
  • [Presentation] Kansei Modeling for Multimodal User Experience2016

    • Author(s)
      Hideyoshi Yanagisawa, Chihiro Miyazak Miyazaki, Sohya Nakano
    • Organizer
      Internoise 2016
    • Place of Presentation
      Hamburg, Germany
    • Year and Date
      2016-08-21
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 感覚次元合成によるVoid 素材感先行感性評価2015

    • Author(s)
      近藤 皓之,柳澤 秀吉
    • Organizer
      日本機械学会 第25回 設計工学・システム部門講演会
    • Place of Presentation
      長野県長野市(信州大学工学部)
    • Year and Date
      2015-09-23
    • Related Report
      2015 Research-status Report
  • [Presentation] Void 素材感の合成にもとづく潜在感性の抽出2015

    • Author(s)
      近藤 皓之,柳澤 秀吉
    • Organizer
      日本機械学会2015年度年次大会
    • Place of Presentation
      北海道札幌市(北海道大学)
    • Year and Date
      2015-09-13
    • Related Report
      2015 Research-status Report
  • [Presentation] How Does Expectation Change Perception? A Simulation Model of Expectation Effect Based on Bayesian Estimation2015

    • Author(s)
      Hideyoshi Yanagisawa
    • Organizer
      20th International Conference on Engineering Design
    • Place of Presentation
      Milan, Italy
    • Year and Date
      2015-07-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] Expectation Effect Theory and Its Modeling, In: Emotional Engineering Vol. 62018

    • Author(s)
      Hideyoshi Yanagisawa (Editor: Shuichi Fukuda)
    • Total Pages
      150
    • Publisher
      Springer International Publishing AG
    • ISBN
      9783319708027
    • Related Report
      2017 Annual Research Report

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Published: 2015-04-16   Modified: 2019-03-29  

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