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Creation of Media Contents Suited to User Using Interactive Evolutionary Computation based on Brain Information

Research Project

Project/Area Number 24700236
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Sensitivity informatics/Soft computing
Research InstitutionFukuoka Institute of Technology

Principal Investigator

FUKUMOTO Makoto  福岡工業大学, 情報工学部, 准教授 (60422028)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords対話型進化計算 / 最適解探索 / メディア / 音楽 / 香り / 脳波 / 最適化 / 進化計算 / 脳計測
Research Abstract

This study aimed to propose a method that searches pattern of media contents suited to each user's preference or feelings by using Interactie Evolutionary Computation (IEC). The proposed method uses brain information to presume user's preference or feelings for a certain media content. Because of failures in real-time feedback function in measurement devices, construction of a system based on the proposed method have not been finished. Insteac ot that, as a related technology of the proposed method, a system searches good patterns of fragrance component was successfully constructed. As next step, by connecting these techniques, the IEC system based on brain information will be constructed for searching good fragrance.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (46 results)

All 2014 2013 2012

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (44 results)

  • [Journal Article] The Efficiency of Interactive Differential Evolution in Creation of Sound Contents: In Comparison with Interactive Genetic Algorithm2013

    • Author(s)
      Makoto Fukumoto, Ryota Yamamoto, and Shintaro Ogawa
    • Journal Title

      International Journal of Software Innovation

      Volume: 1(2) Issue: 2 Pages: 16-27

    • DOI

      10.4018/ijsi.2013040102

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Makoto FUKUMOTO and Hiroki KURODA2012

    • Author(s)
      A FUNDAMENTAL STUDY ON THE EFFECT OF COMBINATION OF FRAGRANCE AND COLOR
    • Journal Title

      Kansei Engineering International Journal

      Volume: Vol. 11, No. 4 Pages: 191-198

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Creation of Music Chord Progression Suited for User's Feelings Based on Interactive Genetic Algorithm2014

    • Author(s)
      Makoto FUKUMOTO
    • Organizer
      SERA2014
    • Place of Presentation
      Kitakyusyu International Convention Center, Fukuoka
    • Related Report
      2013 Final Research Report
  • [Presentation] A Proposal for User's Intervention in Interactive Evolutionary Computation for Optimizing Fragrance Composition2014

    • Author(s)
      Makoto FUKUMOTO, Shimpei KOGA
    • Organizer
      HCII2014
    • Place of Presentation
      Creta Maris Beach Resort, Greece
    • Related Report
      2013 Final Research Report
  • [Presentation] A Creation of Music-Like Melody by Interactive Genetic Algorithm with User's Intervention2014

    • Author(s)
      Shimpei KOGA, Makoto FUKUMOTO
    • Organizer
      HCI International 2014
    • Place of Presentation
      Creta Maris Beach Resort, Greece
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型進化計算による香り最適化手法の比較2014

    • Author(s)
      福本誠,古賀慎平
    • Organizer
      第9回日本感性工学会春季大会
    • Place of Presentation
      北海道大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] ユーザ介入型IGAを用いて作られたメロディにおける調性の調査2014

    • Author(s)
      古賀慎平,井上貴文,福本誠
    • Organizer
      第9回日本感性工学会春季大会
    • Place of Presentation
      北海道大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] Interactive Tabu Search with Paired Comparison for Optimizing Fragrance2013

    • Author(s)
      Makoto FUKUMOTO, Keiji KAWAI, Makoto INOUE, Jun-ichi IMAI
    • Organizer
      IEEE Systems, Man and Cybernetics 2013
    • Place of Presentation
      Midland Hotel, UK
    • Related Report
      2013 Final Research Report
  • [Presentation] A Proposal for Optimization Method of Vibration Pattern of Mobile Device with Interactive Genetic Algorithm2013

    • Author(s)
      Makoto FUKUMOTO, Takafumi IENAGA
    • Organizer
      HCI International 2013
    • Place of Presentation
      Mirage Hotel, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] A Proposal for Intervention by User in Interactive Genetic Algorithm for Creation of Music Melody2013

    • Author(s)
      Shinpei Koga, Takafumi Inoue, and M. Fukumoto
    • Organizer
      ICBAKE2013
    • Place of Presentation
      Tokyo Metropolitan University, Tokyo
    • Related Report
      2013 Final Research Report
  • [Presentation] Creation of Sound Contents by Extended Interactive Evolutionary Computation Using Heart Rate Variability2013

    • Author(s)
      Takafumi Inoue, Makoto Fukumoto
    • Organizer
      ICBAKE2013
    • Place of Presentation
      Tokyo Metropolitan University, Tokyo
    • Related Report
      2013 Final Research Report
  • [Presentation] Interactive Tabu Search for Creating Fragrance Suited to User's Preference2013

    • Author(s)
      Makoto FUKUMOTO, Keiji KAWAI, Makoto INOUE, Jun-ichi IMAI
    • Organizer
      Int. Symp. Affective Engineering 2013
    • Place of Presentation
      Kitakyusyu, Fukuoka
    • Related Report
      2013 Final Research Report
  • [Presentation] 対比較ベース対話型差分進化による香りの探索と選択時間の利用2013

    • Author(s)
      福本誠,古賀慎平,河合啓二,井上誠,今井順一
    • Organizer
      HCGシンポジウム2013
    • Place of Presentation
      松山市総合コミュニティセンター,愛媛
    • Related Report
      2013 Final Research Report
  • [Presentation] 脳波計測に基づく拡張対話型進化計算に関する一考察2013

    • Author(s)
      福本誠,古賀慎平,井上貴文
    • Organizer
      生命ソフトウェアシンポジウム2013
    • Place of Presentation
      千葉工業大学,千葉
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型遺伝的アルゴリズムによる声質パラメータ最適化2013

    • Author(s)
      大久保遼哉,古賀慎平,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2013
    • Place of Presentation
      千葉工業大学,千葉
    • Related Report
      2013 Final Research Report
  • [Presentation] 探索範囲を漸減させる対話型タブーサーチによる集中できる香りの生成2013

    • Author(s)
      河合啓二,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2013
    • Place of Presentation
      千葉工業大学,千葉
    • Related Report
      2013 Final Research Report
  • [Presentation] ユーザ介入型IGAを用いて作られたメロディの解析2013

    • Author(s)
      古賀慎平,井上貴文,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2013
    • Place of Presentation
      千葉工業大学,千葉
    • Related Report
      2013 Final Research Report
  • [Presentation] 対比較を用いた対話型タブー探索による香りの生成2013

    • Author(s)
      福本誠,河合啓二,井上誠,今井順一
    • Organizer
      第23回インテリジェント・システム・シンポジウム
    • Place of Presentation
      九州大学,福岡
    • Related Report
      2013 Final Research Report
  • [Presentation] 対比較ベース対話型DEにおける進化レベルの利用法の検討 : 対比較の選択に要する時間の利用に向けて2013

    • Author(s)
      福本誠,古賀慎平,河合啓二,井上誠,今井順一
    • Organizer
      第5回進化計算学会研究会
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] メロディ生成を目的としたIGAにおけるユーザの介入手法2013

    • Author(s)
      古賀慎平,山本陵太,井上貴文,福本誠
    • Organizer
      第8回日本感性工学会春季大会
    • Place of Presentation
      北九州国際会議場,福岡
    • Related Report
      2013 Final Research Report
  • [Presentation] 近傍探索範囲を段階的に漸減させる対話型タブーサーチによる香り生成手法2013

    • Author(s)
      河合啓二,今井順一,井上誠,福本誠
    • Organizer
      第8回日本感性工学会春季大会
    • Place of Presentation
      北九州国際会議場,福岡
    • Related Report
      2013 Final Research Report
  • [Presentation] Interactive Tabu Search with Paired Comparison for Optimizing Fragrance2013

    • Author(s)
      Makoto FUKUMOTO, Keiji KAWAI, Makoto INOUE, Jun-ichi IMAI
    • Organizer
      IEEE SMC2013
    • Place of Presentation
      Manchester,UK
    • Related Report
      2013 Annual Research Report
  • [Presentation] Effects of Successive Simple Sounds Having Listener's Psychological Tempo on Calculation Task2013

    • Author(s)
      M. Fukumoto, T. Inoue, and Y. Kanda
    • Organizer
      IASDR2013
    • Place of Presentation
      Tokyo,Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Proposal for Optimization Method of Vibration Pattern of Mobile Device with Interactive Genetic Algorithm2013

    • Author(s)
      Makoto FUKUMOTO, Takafumi IENAGA
    • Organizer
      HCI International 2013
    • Place of Presentation
      Las Vegas, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] 対比較ベース対話型差分進化による香りの探索と選択時間の利用2013

    • Author(s)
      福本誠,古賀慎平,河合啓二,井上誠,今井順一
    • Organizer
      HCGシンポジウム2013
    • Place of Presentation
      松山市総合コミュニティセンター,愛媛県
    • Related Report
      2013 Annual Research Report
  • [Presentation] 脳波計測に基づく拡張対話型進化計算に関する一考察2013

    • Author(s)
      福本誠,古賀慎平,井上貴文
    • Organizer
      生命ソフトウェアシンポジウム2013
    • Place of Presentation
      千葉工業大学,千葉県
    • Related Report
      2013 Annual Research Report
  • [Presentation] 対比較ベース対話型DE における進化レベルの利用法の検討: 対比較の選択に要する時間の利用に向けて2013

    • Author(s)
      福本誠,古賀慎平,河合啓二,井上誠,今井順一
    • Organizer
      第5回進化計算学会研究会
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Annual Research Report
  • [Presentation] Interactive Tabu Search for Creating Fragrance Suited to User’s Preference2013

    • Author(s)
      Makoto FUKUMOTO, Keiji KAWAI, Makoto INOUE, Jun-ichi IMAI
    • Organizer
      ISAE2013
    • Place of Presentation
      北九州国際会議場(福岡県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 個体数を漸減する対話型差分進化による香り最適化2012

    • Author(s)
      福本誠,河合啓二,井上誠,今井順一
    • Organizer
      電気学会システム研究会
    • Place of Presentation
      近畿大学,大阪
    • Year and Date
      2012-12-02
    • Related Report
      2013 Final Research Report
  • [Presentation] The Efficiency of Interactive Differential Evolution in Creation of Sound Contents -In Comparison with Interactive Genetic Algorithm2012

    • Author(s)
      M. Fukumoto, S. Ogawa, and R. Yamamoto
    • Organizer
      13th SNPD2012
    • Place of Presentation
      Campus Plaza Kyoto, Kyoto
    • Related Report
      2013 Final Research Report
  • [Presentation] A Creation Method of Drum's Fill-in Pattern Suited to Individual Taste Using Interactive Differential Evolution2012

    • Author(s)
      R. Yamamoto, S. Ogawa, and M. Fukumoto
    • Organizer
      Kansei Engineering Emotion Research 2012
    • Place of Presentation
      National Cheng Kung University, Taiwan
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型タブー探索による香り生成2012

    • Author(s)
      福本誠,河合啓二,井上誠,今井順一
    • Organizer
      HCGシンポジウム2012
    • Place of Presentation
      くまもと森都心プラザ,熊本
    • Related Report
      2013 Final Research Report
  • [Presentation] 近傍探索範囲を漸減させる対話型タブーサーチによる香り生成手法2012

    • Author(s)
      河合啓二,今井順一,井上誠,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] NIRSを用いた音コンテンツの違いが及ぼす脳活動への影響の調査2012

    • Author(s)
      八田健太,神田祐輔,黒田裕己,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] 心拍変動HF成分を用いた拡張IECによる音メロディの生成2012

    • Author(s)
      井上貴文,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型DEを用いたドラムのフィルインパターンの自動生成手法2012

    • Author(s)
      山本陵太,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] 異なる音の同時聴取時に識別可能な音源数の調査2012

    • Author(s)
      清田聡,山本陵太,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] サイン音生成を目的とした対話型GAにおけるユーザの介入手法の提案2012

    • Author(s)
      古賀慎平,山本陵太,井上貴文,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学,北海道
    • Related Report
      2013 Final Research Report
  • [Presentation] 対話型タブーサーチによる香り生成手法の提案2012

    • Author(s)
      河合啓二,黒田裕己,福本誠
    • Organizer
      電気関係学会九州支部大会連合大会
    • Place of Presentation
      長崎大学,長崎
    • Related Report
      2013 Final Research Report
  • [Presentation] メディア生成を目的とする対話型差分進化の評価手法の改良2012

    • Author(s)
      福本誠,井上貴文,山本陵太
    • Organizer
      平成24年電気学会電子・情報・システム部門大会
    • Place of Presentation
      弘前大学,青森
    • Related Report
      2013 Final Research Report
  • [Presentation] 心拍情報を用いた対話型進化計算による楽曲生成2012

    • Author(s)
      福本誠
    • Organizer
      第14回日本感性工学会大会予稿集
    • Place of Presentation
      東京電機大学東京千住キャンパス,東京
    • Related Report
      2013 Final Research Report
  • [Presentation] The Efficiency of Interactive Differential Evolution in Creation of Sound Contents -In Comparison with Interactive Genetic Algorithm2012

    • Author(s)
      M. Fukumoto, S. Ogawa, and R. Yamamoto
    • Organizer
      SNPD2012
    • Place of Presentation
      キャンパスプラザ京都(京都府)
    • Related Report
      2012 Research-status Report
  • [Presentation] A Creation Method of Drum's Fill-in Pattern Suited to Individual Taste Using Interactive Differential Evolution2012

    • Author(s)
      R. Yamamoto, S. Ogawa, and M. Fukumoto
    • Organizer
      KEER2012
    • Place of Presentation
      澎湖県(台湾)
    • Related Report
      2012 Research-status Report
  • [Presentation] The effects of gradual change in background color of software on calculation task2012

    • Author(s)
      H. Kuroda, M. Fukumoto
    • Organizer
      KEER2012
    • Place of Presentation
      澎湖県(台湾)
    • Related Report
      2012 Research-status Report
  • [Presentation] 対話型タブー探索による香り生成2012

    • Author(s)
      福本誠,河合啓二,井上誠,今井順一
    • Organizer
      HCGシンポジウム2012
    • Place of Presentation
      くまもと森都心プラザ(熊本県)
    • Related Report
      2012 Research-status Report
  • [Presentation] NIRSを用いた音コンテンツの違いが及ぼす脳活動への影響の調査2012

    • Author(s)
      八田健太,神田祐輔,黒田裕己,福本誠
    • Organizer
      生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学(北海道)
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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