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Development of a Model for Kansei Value Recognition and Mapping of Biological Information by a Knowledge Engineering Approach

Research Project

Project/Area Number 16K00367
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Kansei informatics
Research InstitutionSaitama University

Principal Investigator

MURAMATSU Keiichi  埼玉大学, 理工学研究科, 助教 (30634274)

Co-Investigator(Kenkyū-buntansha) 綿貫 啓一  埼玉大学, 理工学研究科, 教授 (30212327)
松居 辰則  早稲田大学, 人間科学学術院, 教授 (20247232)
田中 英一郎  早稲田大学, 理工学術院(情報生産システム研究科・センター), 教授 (10369952)
木見田 康治  首都大学東京, システムデザイン研究科, 助教 (60632495)
石井 隆稔  電気通信大学, 大学院情報理工学研究科, 研究員 (40741591)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords感性評価 / 生体情報 / オントロジー / 感性情報学 / 感性価値
Outline of Final Research Achievements

By systematizing the knowledge on the Kansei evaluation based on biological information, we aimed to understand the structure of the mind called Kansei value recognition in a unified way. In this study, we analyzed the relationship between the senses by organizing the words used in the sensory evaluation. Then, we conducted experiments on Kansei evaluation to obtain basic knowledge about subjective evaluation of visual, auditory and olfactory stimuli and their corresponding biological information. On the basis of these results, we tried to develop a new method for the expression of biological data corresponding to the cognitive and psychological states of the participants in the experiment. We then constructed an ontology defining the user's state of mind, including emotions and sensations. This provides a basis for expressing the user's emotions and sensations related to Kansei evaluation.

Academic Significance and Societal Importance of the Research Achievements

ものづくりの課題あるコンセプトに基づいて商業施設のインテリアを設計する際には,感性価値を創出するために五感を通してユーザが感じる印象や感情を演出することが行われている.本研究では,心理的属性が統合的に判断される感性価値の認識過程を理解することで,設計解を得るために必要な複数の変数を統一的に捉える基盤を構築した.これにより,例えば壁紙の色彩 (視覚),BGMの選曲 (聴覚),アロマの調香 (嗅覚),家具の手触り (触覚),提供される飲食物 (味覚)などのように多岐に渡る設計変数を統一的に記述できるようになり,科学的な知見を共有し,工学的に利用することが容易になると考えられる.

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (10 results)

All 2019 2018 2017

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (9 results) (of which Int'l Joint Research: 8 results)

  • [Journal Article] Ontological descriptions of receiver states for sharing knowledge in learning service design2017

    • Author(s)
      K. Muramatshu, K. Kimita, T. Ishii, Y. Nemoto, E. Tanaka, K. Watanuki, T. Matshui and Y. Shimomura
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 11 Issue: 1 Pages: JAMDSM0008-JAMDSM0008

    • DOI

      10.1299/jamdsm.2017jamdsm0008

    • NAID

      130005450589

    • ISSN
      1881-3054
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Evaluation of Difference in Face Color Preference between Humans and Humanlike Agents2019

    • Author(s)
      K. Muramatsu, Y. Tawatsuji, K. Kaede, E. Tanaka, T. Matsui, K. Watanuki
    • Organizer
      AHFE 2019 International Conference on Affective and Pleasurable Design
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Preliminary Study of Ontological Descriptions of Individual Differences in Emotional Responses2019

    • Author(s)
      K. Muramatsu, K. Kaede, K. Watanuki
    • Organizer
      International Conference on Design and Concurrent Engineering 2019 & Manufacturing Systems Conference 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Chaotic Analysis of Finger Plethysmograms for Evaluation Emotion Induced by Exposure to Fragrance2019

    • Author(s)
      T. Sakata, K. Watanuki, K. Muramatsu, K. Kaede
    • Organizer
      2019 IEEE International Conference on Systems, Man and Cybernetics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Kansei Evaluation of Object-based Three-Dimensional Sound for Visual Impairments2019

    • Author(s)
      K. Muramatsu, S. Tsukada, K. Kaede, K. Watanuki
    • Organizer
      2019 IEEE International Conference on Systems, Man and Cybernetics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Influence of Initial Settings of Chaos Analysis on Fingertip Plethysmography for Evaluation of Emotions Induced by Exposure to Fragrance2019

    • Author(s)
      T. Sakata, K. Watanuki, K. Muramatsu, K. Kaede
    • Organizer
      2020 IEEE/SICE International Symposium on System Integration
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Pupil size as input data to distinguish comprehension state in auditory word association task using machine learning2019

    • Author(s)
      K. Minami, K. Watanuki, K. Kaede, K. Muramatsu
    • Organizer
      2nd International Conference on Intelligent Human Systems Integration
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Evaluation of the Effect of the Amount of Information on Cognitive Load by Using a Physiological Index and the Stroop Task2018

    • Author(s)
      Y. Hashimoto, K. Watanuki, K. Kaede, K. Muramatsu
    • Organizer
      9th International Conference on Applied Human Factors and Ergonomics
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis on Brain Activation and Eye Movement Related to Confidence for Responses to Multiple Choice Questions2018

    • Author(s)
      K. Muramatsu, Y. Fujimura, K. Kaede, K. Watanuki
    • Organizer
      2018 IEEE International Conference on Systems, Man, and Cybernetics
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 近赤外分光法を用いたクラシック音楽聴取時の情動評価2017

    • Author(s)
      塚田 大地, 綿貫 啓一, 村松 慶一, 楓 和憲
    • Organizer
      日本機械学会2017年度年次大会
    • Related Report
      2017 Research-status Report

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Published: 2016-04-21   Modified: 2021-02-19  

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