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2013 Fiscal Year Final Research Report

Concept mining system in multi-class KANSEI data

Research Project

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Project/Area Number 24700204
Research Category

Grant-in-Aid for Young Scientists (B)

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

Principal Investigator

OKADA Yoshifumi  室蘭工業大学, 工学(系)研究科(研究院), 准教授 (00443177)

Project Period (FY) 2012-04-01 – 2014-03-31
Keywords多クラス / 概念 / バイクラスタリング
Research Abstract

The aim of this study was to develop a new concept mining method for multi-class dataset. The features of this method are that 1) concepts appearing specifically in each class are mined using the new biclustering method for multi-class data and that 2) only meaningful concepts are extracted on the basis of an ontology database. This study hereby made it possible not only to discover differentially-expressed useful concepts among classes, but also to reduce user's workload in selecting only necessary concepts from large amount of output concepts.

  • Research Products

    (16 results)

All 2014 2013 2012

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (14 results) Book (1 results)

  • [Journal Article] Detection of Linkage Patterns Repeating across Multiple Sequential Data2013

    • Author(s)
      Takahiro Miura and Yoshifumi Okada
    • Journal Title

      International journal of computer applications

      Volume: Vol.63, No.3 Pages: 14-17

    • Peer Reviewed
  • [Presentation] A New Method for Improving the Performance of Linkage Pattern Mining2014

    • Author(s)
      Saerom Lee, Takahiro Miura and Yoshifumi Okada
    • Organizer
      IMECS 2014
    • Place of Presentation
      The Royal Garden Hotel, Tsim Sha Tsui, Hong Kong
    • Year and Date
      2014-03-12
  • [Presentation] クラス特異的な飽和集合による多クラス行列データにおける欠損値補完2014

    • Author(s)
      芳賀凌太郎,長久保大輔,岡田吉史
    • Organizer
      第46回SICE 北海道支部学術講演会
    • Place of Presentation
      北海道大学
    • Year and Date
      2014-03-10
  • [Presentation] アイテムベースのバイクラスタリングに基づく情報推奨手法2013

    • Author(s)
      檜山奨,斉藤竜也,岡田吉史
    • Organizer
      日本感性工学会 生命ソフトウェアシンポジウム2013
    • Place of Presentation
      千葉工業大学
    • Year and Date
      2013-10-26
  • [Presentation] 階層的クラスタリングを用いた類似バイクラスタの融合法に関する研究2013

    • Author(s)
      松本翔太,岡田吉史
    • Organizer
      日本感性工学会 生命ソフトウェアシンポジウム2013
    • Place of Presentation
      千葉工業大学
    • Year and Date
      2013-10-26
  • [Presentation] Item Recommendation by Query-based Biclustering Method2013

    • Author(s)
      Naoya Yokoyama and Yoshifumi Okada
    • Organizer
      15th Int. Conf. KSE2013
    • Place of Presentation
      Hanoi National University of Education, Hanoi, Vietnam
    • Year and Date
      2013-10-17
  • [Presentation] Bicluster-Network Method and Its Application to Movie Recommendation2013

    • Author(s)
      Tatsuya Saito and Yoshifumi Okada
    • Organizer
      15th Int. Conf. KSE2013
    • Place of Presentation
      Hanoi National University of Education, Hanoi, Vietnam
    • Year and Date
      2013-10-17
  • [Presentation] Recommendation Method Using Bicluster Network Method2013

    • Author(s)
      Tatsuya Saito and Yoshifumi Okada
    • Organizer
      IMECS 2013
    • Place of Presentation
      The Royal Garden Hotel, Tsim Sha Tsui, Hong Kong
    • Year and Date
      2013-03-13
  • [Presentation] Recommendation Method based on Rough set for Sequential Data2013

    • Author(s)
      Daisuke Nagakubo, Yasuo Kudo and Yoshifumi Okada
    • Organizer
      IMECS 2013
    • Place of Presentation
      The Royal Garden Hotel, Tsim Sha Tsui, Hong Kong
    • Year and Date
      2013-03-13
  • [Presentation] クエリに基づくバイクラスタリング法を用いた情報推奨法2012

    • Author(s)
      横山直也,斉藤竜也,川原光平,岡田吉史
    • Organizer
      日本感性工学会生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学
    • Year and Date
      2012-11-23
  • [Presentation] バイクラスタネットワーク法を用いた情報推薦法の提案2012

    • Author(s)
      斉藤竜也,川原光平,岡田吉史
    • Organizer
      日本感性工学会生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学
    • Year and Date
      2012-11-23
  • [Presentation] GeneOntology を用いた遺伝子モジュールの機能評価2012

    • Author(s)
      松田芳矩,大橋克哉,岡田吉史
    • Organizer
      日本感性工学会生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学
    • Year and Date
      2012-11-23
  • [Presentation] クエリに基づくバイクラスタリング法による遺伝子発現データの欠損値補完2012

    • Author(s)
      矢代耕平,大橋克哉,岡田吉史
    • Organizer
      日本感性工学会生命ソフトウェアシンポジウム2012
    • Place of Presentation
      室蘭工業大学
    • Year and Date
      2012-11-23
  • [Presentation] 遺伝子発現データからの機能遺伝子モジュールの抽出2012

    • Author(s)
      大橋克哉,岡田吉史
    • Organizer
      第14回日本感性工学会大会
    • Place of Presentation
      東京電機大学 東京千住キャンパス
    • Year and Date
      2012-08-31
  • [Presentation] ユーザの着眼点に応じた結果の絞り込みを可能にする情報推奨システム2012

    • Author(s)
      川原光平, 岡田吉史
    • Organizer
      第14回日本感性工学会大会
    • Place of Presentation
      東京電機大学 東京千住キャンパス
    • Year and Date
      2012-08-31
  • [Book] Biometrics and Kansei Engineering (Chapter11: Concepts of KANSEI and Aesthetic Thoughts)2012

    • Author(s)
      Tomomasa Nagashima, Yoshifumi Okada and Yuzuko Nagashima
    • Total Pages
      191-210
    • Publisher
      Springer

URL: 

Published: 2015-06-25  

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