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Development of a healthy eating habits support system considering user's Kansei

Research Project

Project/Area Number 22700224
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Sensitivity informatics/Soft computing
Research InstitutionKansai University

Principal Investigator

TOKUMARU Masataka  関西大学, システム理工学部, 准教授 (70298842)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords感性ロボット / 生活支援 / 進化計算 / レシピ検索 / 食生活支援 / 対話型進化計算 / 栄養バランス / ユーザの好み
Research Abstract

This study proposes a healthy eating habits support system that provides menus while considering user's taste and health. The healthy eating habits support system is composed of a nutritional management system(NMS) and a Kansei retrieval system(KRS). In the NMS, we developed a method that used Tabu Search to search through combinations of plural recipes, and created menus. In the KRS, we developed a method that learned user's taste using Interactive Genetic Algorithm. The KRS could retrieve menus considering user's taste from the created menus by NMS, and present the user with them.

Report

(3 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (21 results)

All 2012 2011 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (15 results) Remarks (1 results)

  • [Journal Article] Tournament Evaluation System Applying Win-Lose Result Presumption Considering Kansei Evaluation by Multiple People2012

    • Author(s)
      H. Takenouchi, M. Tokumaru, N. Muranaka
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: Vol.16, No.3 Pages: 453-461

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 対話型進化計算を用いたレコメンドシステムフレームワーク2012

    • Author(s)
      袴田隼毅, 徳美雄大, 徳丸正孝
    • Journal Title

      日本感性工学会論文誌

      Volume: Vol.11, No.2 Pages: 281-288

    • NAID

      130002148584

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] ニューラルネットワークを用いた感性検索モデル2012

    • Author(s)
      奥中大地, 徳丸正孝
    • Journal Title

      日本感性工学会論文誌

      Volume: Vol.11, No.2 Pages: 331-338

    • NAID

      130002148591

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Tournament Evaluation System Applying Win-Lose Result Presumption Considering Kansei Evaluation by Multiple People2012

    • Author(s)
      H.Takenouchi, M.Tokumaru, N.Muranaka
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 16, 3(印刷中)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 2点嗜好法を適用した複数参加型トーナメント方式を用いた対話型遺伝的アルゴリズム2011

    • Author(s)
      竹之内宏, 徳丸正孝, 村中徳明
    • Journal Title

      日本知能情報ファジィ学会誌知能と情報

      Volume: Vol.23, No.1 Pages: 38-53

    • NAID

      10028090110

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Presentation] Development of a healthy eating habits support system considering user's taste and health : Generation of menus that are considered nutritionally balanced2011

    • Author(s)
      Y. Tokumi, J. Hakamata, M. Tokumaru
    • Organizer
      12th International Symposium on Advanced Intelligent Systems-ISIS2011
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2011-09-29
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Development of a healthy eating habits support system that presents menus considering a user's taste and health : Optimization of Kansei retrieval system2011

    • Author(s)
      J. Hakamata, Y. Tokumi, M. Tokumaru
    • Organizer
      12th International Symposium on Advanced Intelligent Systems-ISIS2011
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2011-09-29
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Kansei retrieval model using a Neural Network2011

    • Author(s)
      D. Okunaka, M. Tokumaru
    • Organizer
      12th International Symposium on Advanced Intelligent Systems-ISIS2011
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2011-09-29
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Effectiveness of an Interactive Genetic Algorithm system based on the poker method2011

    • Author(s)
      T.Inoue, M.Tokumaru
    • Organizer
      12th International Symposium on Advanced Intelligent Systems-ISIS2011
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2011-09-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] 嗜好と健康を考慮した献立を提供する食生活支援システムの開発~栄養管理システムの最適化~2011

    • Author(s)
      徳美雄大, 袴田隼毅, 徳丸正孝
    • Organizer
      日本知能情報ファジィ学会第27回ファジィシステムシンポジウム
    • Place of Presentation
      福井大学
    • Year and Date
      2011-09-14
    • Related Report
      2011 Final Research Report
  • [Presentation] 嗜好と健康を考慮した献立を提供する食生活支援システムの開発~栄養管理システムの最適化~2011

    • Author(s)
      徳美雄大, 袴田隼毅, 徳丸正孝
    • Organizer
      日本知能情報ファジィ学会第27回ファジィシステムシンポジウム
    • Place of Presentation
      福井大学(福井)
    • Year and Date
      2011-09-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] ポーカー方式を採用したIGAシステムの有効性に関する検討2011

    • Author(s)
      井上嵩, 竹之内宏, 徳丸正孝
    • Organizer
      日本知能情報ファジィ学会第27回ファジィシステムシンポジウム
    • Place of Presentation
      福井大学(福井)
    • Year and Date
      2011-09-13
    • Related Report
      2011 Annual Research Report
  • [Presentation] 対話型進化計算を用いたレコメンドシステムフレームワーク2011

    • Author(s)
      袴田隼毅, 徳美雄大, 徳丸正孝
    • Organizer
      第13回日本感性工学会大会
    • Place of Presentation
      工学院大学
    • Year and Date
      2011-09-05
    • Related Report
      2011 Final Research Report
  • [Presentation] ニューラルネットワークを用いた感性検索モデル2011

    • Author(s)
      奥中大地, 徳丸正孝
    • Organizer
      第13回日本感性工学会大会
    • Place of Presentation
      工学院大学
    • Year and Date
      2011-09-05
    • Related Report
      2011 Final Research Report
  • [Presentation] ニューラルネットワークを用いた感性検索モデル2011

    • Author(s)
      奥中大地, 徳丸正孝
    • Organizer
      第13回日本感性工学会大会
    • Place of Presentation
      工学院大学(東京)
    • Year and Date
      2011-09-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] 対話型進化計算を用いたレコメンドシステムフレームワーク2011

    • Author(s)
      袴田隼毅, 徳美雄大, 徳丸正孝
    • Organizer
      第13回日本感性工学会大会
    • Place of Presentation
      工学院大学(東京)
    • Year and Date
      2011-09-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] ニューラルネットワークを用いた感性検索エージェントの最適化に関する研究2011

    • Author(s)
      閨谷拓朗, 徳丸正孝
    • Organizer
      日本感性工学会 第6回春季大会
    • Place of Presentation
      九州大学
    • Year and Date
      2011-03-04
    • Related Report
      2010 Annual Research Report
  • [Presentation] 動画像実験による対話型タブーサーチの有効性に関する検討2011

    • Author(s)
      広方竜也, 徳丸正孝
    • Organizer
      日本感性工学会 第6回春季大会
    • Place of Presentation
      九州大学
    • Year and Date
      2011-03-04
    • Related Report
      2010 Annual Research Report
  • [Presentation] 食生活支援システムの開発~栄養管理システムの最適化~2011

    • Author(s)
      徳美雄大, 徳丸正孝
    • Organizer
      電子情報通信学会 関西支部学生会 第16回学生会研究発表講演会
    • Place of Presentation
      大阪府立大学
    • Year and Date
      2011-03-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] 食生活支援システムの開発~感性検索システムの最適化~2011

    • Author(s)
      袴田隼毅, 徳丸正孝
    • Organizer
      電子情報通信学会 関西支部学生会 第16回学生会研究発表講演会
    • Place of Presentation
      大阪府立大学
    • Year and Date
      2011-03-01
    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.kis.kansai-u.ac.jp/

    • Related Report
      2011 Final Research Report

URL: 

Published: 2010-08-23   Modified: 2016-04-21  

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