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An Automatic Composition for Individual Using Physiological Indices for Presuming User's Emotion

Research Project

Project/Area Number 21700246
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Sensitivity informatics/Soft computing
Research InstitutionFukuoka Institute of Technology

Principal Investigator

FUKUMOTO Makoto  Fukuoka Institute of Technology, 情報工学部, 准教授 (60422028)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Keywords感性生理 / 感性情報学 / 音楽情報処理 / 進化計算 / 感情推定 / リラクセーション / 音楽 / 心拍
Research Abstract

In this work, I proposed a new evolutionary computation based on user's physiological state for searching optimal solution. The objective of this study was to compose music pieces. For example, with heartbeat information of the user, the proposed method would automatically compose a relaxation music piece for the user. To investigate the efficacy of the proposed method, a system based on the proposed method was constructed. Through the experiments, created music pieces with the system were evaluated as relaxing. However, the investigations were not enough to clarify the efficacy. Therefore, after the improvement of the system, I will continue the investigations of the proposed method.

Report

(3 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • Research Products

    (35 results)

All 2011 2010 2009

All Journal Article (9 results) (of which Peer Reviewed: 9 results) Presentation (24 results) Book (2 results)

  • [Journal Article] 対話型遺伝的アルゴリズムを用いた多様なサイン音生成手法の提案2011

    • Author(s)
      小川信太朗, 福本誠
    • Journal Title

      電気学会論文誌C 131(3)

      Pages: 698-699

    • NAID

      10027804696

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 対話型遺伝的アルゴリズムを用いた多様なサイン音生成手法の提案2011

    • Author(s)
      小川信太朗, 福本誠
    • Journal Title

      電気学会論文誌C

      Volume: 131(3) Pages: 698-699

    • NAID

      10027804696

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Investigation of synchronization between musical beat and heartbeat with Cardio-Music Synchrogram2010

    • Author(s)
      M.Fukumoto, S.Nomura, M.Sawai, J.Imai, T.Nagashima
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE 1(1)

      Pages: 146-152

    • NAID

      130000908379

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effects of musical tempo on multiple subjective impressions2010

    • Author(s)
      M.Fukumoto, K.Matsuo
    • Journal Title

      International Journal of Biometrics 2(2)

      Pages: 124-133

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Investigation of synchronization between musical beat and heartbeat with Cardio-Music Synchrogram2010

    • Author(s)
      M.Fukumoto, S.Nomura, M.Sawai, J.Imai, T.Nagashima
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 1(1) Pages: 146-152

    • NAID

      130000908379

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of musical tempo on multiple subjective impressions2010

    • Author(s)
      M.Fukumoto, K.Matsuo
    • Journal Title

      International Journal of Biometrics

      Volume: 2(2) Pages: 124-133

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of musical tempo on multiple subjective impressions2010

    • Author(s)
      M.Fukumoto, K.Matsuo
    • Journal Title

      International Journal of Biometrics Vol.2, No.2

      Pages: 124-133

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The change in the synchronization between heartbeat and music2009

    • Author(s)
      M.Fukumoto, S.Nomura
    • Journal Title

      Journal of Medical Informatics & Technologies Vol.13

      Pages: 229-234

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] The change in the synchronization between heartbeat and music2009

    • Author(s)
      Makoto Fukumoto, Shusaku Nomura
    • Journal Title

      Journal of Medical Informatics & Technologies Vol.13

      Pages: 229-234

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 対話型差分進化による香りの最適化と検討2011

    • Author(s)
      福本誠、今村佑介、井上誠、今井順一
    • Organizer
      人工知能学会第6回進化計算フロンティア研究会
    • Place of Presentation
      名古屋大学
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 対話型GAを用いたドラムのフィルインパターン自動生成手法の提案2010

    • Author(s)
      山本陵太、小川信太朗、中島嵩太、福本誠
    • Organizer
      日本感性工学会第3回生命ソフトウェア部会研究会
    • Place of Presentation
      はこだて未来大学
    • Year and Date
      2010-11-27
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 対話型遺伝的アルゴリズムで生成した警告音のピッチ差による評価2010

    • Author(s)
      小川信太朗、福本誠
    • Organizer
      日本感性工学会第3回生命ソフトウェア部会研究会
    • Place of Presentation
      はこだて未来大学
    • Year and Date
      2010-11-27
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 心拍変動を用いた拡張対話型進化計算における適応度の分析2010

    • Author(s)
      中島嵩太、福本誠
    • Organizer
      日本感性工学会第3回生命ソフトウェア部会研究会
    • Place of Presentation
      はこだて未来大学
    • Year and Date
      2010-11-27
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 対話型Artificial Bee Colonyアルゴリズムによるメディアコンテンツ最適化2010

    • Author(s)
      福本誠、井上誠
    • Organizer
      進化計算シンポジウム2010
    • Place of Presentation
      福岡市久山レイクサイドホテル
    • Related Report
      2010 Final Research Report
  • [Presentation] Extended Interactive Evolutionary Computation Using Heart Rate Variability as Fitness Value for Composing Music Chord Progression2010

    • Author(s)
      M.Fukumoto, S.Nakashima, S.Ogawa, J.Imai
    • Organizer
      World Congress on Nature and Biologically Inspired Computing (NaBIC2010)
    • Place of Presentation
      Kitakyusyu, Japan
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Generation of Appropriate User Chord Progression Based on Interactive Genetic Algorithm2010

    • Author(s)
      S.Nakashima, Y.Imamura, S.Ogawa, M.Fukumoto
    • Organizer
      Fifth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2010)
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Convergence of Vectors in Paired Comparison based Interactive Differential Evolution for Creating Scent2010

    • Author(s)
      M.Fukumoto, Yusuke Imamura, Makoto Inoue, Jun-ichi Imai
    • Organizer
      Fifth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2010)
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Interactive Evolutionary Computation Utilizing Subjective Evaluation and Physiological Information as Evaluation Value2010

    • Author(s)
      M.Fukumoto
    • Organizer
      2010 IEEE Int.Conf.System, Man, and Cybernetics
    • Place of Presentation
      Istanbul, Turkey
    • Related Report
      2010 Final Research Report
  • [Presentation] 対話型遺伝的アルゴリズムによるユーザの好みに合うコード進行生成手法2010

    • Author(s)
      中島嵩太、福本誠
    • Organizer
      電気関係学会九州支部連合大会
    • Place of Presentation
      九州産業大学
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 対話型遺伝的アルゴリズムに基づく香り生成手法の評価2010

    • Author(s)
      今村佑介、福本誠
    • Organizer
      電気関係学会九州支部連合大会
    • Place of Presentation
      九州産業大学
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 異なるサイン音を生成する対話型進化計算手法の提案2010

    • Author(s)
      小川信太朗、福本誠
    • Organizer
      電気関係学会九州支部連合大会
    • Place of Presentation
      九州産業大学
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 主観評価や生理情報を利用した音楽・香りコンテンツ生成2010

    • Author(s)
      福本誠
    • Organizer
      第12回日本感性工学会大会
    • Place of Presentation
      東京工業大学
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] User's Favorite Scent Design Using Paired Comparison-based Interactive Evolutionary Computation2010

    • Author(s)
      M.Fukumoto
    • Organizer
      2010 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2010 Final Research Report
  • [Presentation] Design of Scents Suited with User's Kansei using Interactive Evolutionary Computation2010

    • Author(s)
      M.Fukumoto, J.Imai
    • Organizer
      Kansei Engineering and Emotion Research 2010
    • Place of Presentation
      Paris, France
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Interactive Evolutionary Computation Utilizing Subjective Evaluation and Physiological Information as Evaluation Value2010

    • Author(s)
      M.Fukumoto
    • Organizer
      2010 IEEE Int.Conf.SMC
    • Place of Presentation
      Istanbul, Turkey
    • Related Report
      2010 Annual Research Report
  • [Presentation] User's Favorite Scent Design Using Paired Comparison-based Interactive Evolutionary Computation2010

    • Author(s)
      Makoto Fukumoto
    • Organizer
      2010 IEEE CEC2010
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2010 Annual Research Report
  • [Presentation] 対話型Artificial Bee Colonyアルゴリズムによるメディアコンテンツ最適化2010

    • Author(s)
      福本誠
    • Organizer
      進化計算シンポジウム2010
    • Place of Presentation
      レイクサイドホテル久山福岡市
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数の生理指標を用いた進化計算手法の検討2009

    • Author(s)
      福本誠, 小川信太朗
    • Organizer
      第2回日本感性工学会生命ソフトウェア部会研究会
    • Place of Presentation
      札幌市
    • Year and Date
      2009-11-06
    • Related Report
      2010 Final Research Report
  • [Presentation] 複数の生理指標を用いた進化計算手法の検討2009

    • Author(s)
      福本誠, 小川信太朗
    • Organizer
      第2回日本感性工学会生命ソフトウェア部会研究会
    • Place of Presentation
      北海道大学〔札幌市〕
    • Year and Date
      2009-11-06
    • Related Report
      2009 Annual Research Report
  • [Presentation] Investigation of Synchronization between Tempo of Sound and Heartbeat with Cardio-Music Synchrogram2009

    • Author(s)
      M.Fukumoto, S.Nomura, M.Sawai, J.Imai, T Nagashima
    • Organizer
      2009 International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Sapporo, Japan
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 対話型進化計算を利用した香りのデザイン手法の提案2009

    • Author(s)
      福本誠, 今村佑介, 中島嵩太, 今井順一
    • Organizer
      第62回電気関係学会九州支部連合大会
    • Place of Presentation
      飯塚市
    • Related Report
      2010 Final Research Report
  • [Presentation] Temporal development of heartbeat interval in transition of sound stimuli inducing different relaxation feelings2009

    • Author(s)
      M.Fukumoto, H.Hasegawa, T.Hazama, T.Nagashima
    • Organizer
      International Conference on Biometrics and Kansei Engineering 2009
    • Place of Presentation
      Cieszyn, Poland
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 対話型進化計算を利用した香りのデザイン手法の提案2009

    • Author(s)
      福本誠, 今村佑介, 中島嵩太, 今井順一
    • Organizer
      第62回電気関係学会九州支部連合大会
    • Place of Presentation
      九州工業大学〔飯塚市〕
    • Related Report
      2009 Annual Research Report
  • [Book] Investigation of Temporal Change in Heartbeat in Transition of Sound and Music Stimuli (Biometrics/Book 3)(edited by J.Yang) ISBN 978-953-307-488-72011

    • Author(s)
      M.Fukumoto、H.Hasegawa
    • Publisher
      InTech(印刷中)
    • Related Report
      2010 Final Research Report
  • [Book] Biometrics "Investigation of Temporal Change in Heartbeat in Transition of Sound and Music Stimuli" Book 3, edited by J.Yang, ISBN 978-953-307-488-72011

    • Author(s)
      M.Fukumoto
    • Publisher
      InTech(掲載確定)
    • Related Report
      2010 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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