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Kansei Modeling of Combinations of Choices and Its Application to an Information Recommendation System

Research Project

Project/Area Number 25330327
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Shoji Hiroko  中央大学, 理工学部, 教授 (30286174)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords組合せ / 感性価値 / 情報推薦
Outline of Final Research Achievements

This study has attempted Kansei modeling of combinatorial value of choices. Then,it applied a proposed combinatorial Kansei value model to an information recommendation system that can suggest a preferred combination of choices for the user when they select a combination of several content items.
Specifically, it took song selection as an example to create a Kansei model for combinations of songs, applied the model to build a system that makes a playlist of several songs among many choices, and evaluated how effective the system is.
Furthermore, the study also targeted examples other than music, proposed a generic combinatorial Kansei value model for selecting a preferred combination.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (11 results)

All 2016 2015 2014 2013

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (9 results)

  • [Journal Article] 好適な組合せを実現するための汎用モデルに関する研究2015

    • Author(s)
      庄司裕子
    • Journal Title

      日本感性工学会論文誌

      Volume: 14 Pages: 511-516

    • NAID

      130005117654

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Study on Combinative Value Creation in Songs Selection2013

    • Author(s)
      Hiroko Shoji, Jun Okawa, Ken Kaji, Ogino Akihiro
    • Journal Title

      Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 15th International Conference, HCI International 2013, Proceedings

      Volume: Part III

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 組合せ価値モデルに基づく配色支援システムの構築2016

    • Author(s)
      二谷恭大,庄司裕子
    • Organizer
      第17回日本感性工学会大会
    • Place of Presentation
      神戸国際会議場
    • Year and Date
      2016-03-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] ユーザの気分を反映できる楽曲推薦システム2016

    • Author(s)
      河村康治,庄司裕子
    • Organizer
      第11回日本感性工学会春季大会
    • Place of Presentation
      神戸国際会議場
    • Year and Date
      2016-03-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] 組合せ価値を考慮した配色支援システムの構築2015

    • Author(s)
      二谷恭大,庄司裕子
    • Organizer
      第17回日本感性工学会大会
    • Place of Presentation
      文化学園大学
    • Year and Date
      2015-09-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] 歌詞情報に基づく感性的な楽曲推薦システム2015

    • Author(s)
      河村康治,庄司裕子
    • Organizer
      第17回日本感性工学会大会
    • Place of Presentation
      文化学園大学
    • Year and Date
      2015-09-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] 良好な組合せを実現するための汎用モデルに関する研究2015

    • Author(s)
      二谷恭大,庄司裕子
    • Organizer
      第10回日本感性工学会春季大会
    • Place of Presentation
      京都女子大学,京都
    • Year and Date
      2015-03-28 – 2015-03-29
    • Related Report
      2014 Research-status Report
  • [Presentation] Developing a General-purpose Model for Generating Compatible Combinations2015

    • Author(s)
      Shoji, H.
    • Organizer
      The International Symposium on Affective Engineering and Science 2015
    • Place of Presentation
      Kogakuin Univ., Tokyo, Japan
    • Year and Date
      2015-03-22 – 2015-03-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 組合せ価値の汎用的なモデル化に向けて2014

    • Author(s)
      庄司裕子
    • Organizer
      第16回日本感性工学会大会
    • Place of Presentation
      中央大学,東京
    • Year and Date
      2014-09-04 – 2014-09-06
    • Related Report
      2014 Research-status Report
  • [Presentation] 組合せ価値を考慮した商品推薦手法の提案2013

    • Author(s)
      川崎雄太,庄司裕子
    • Organizer
      第15回日本感性工学会大会
    • Place of Presentation
      東京女子大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 組合せ価値を考慮した楽曲推薦手法に関する研究(第2報)2013

    • Author(s)
      梶賢,庄司裕子,荻野晃大
    • Organizer
      第15回日本感性工学会大会
    • Place of Presentation
      東京女子大学
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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