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Conceptual fuzzy set based language understanding and an application to high performance interaction system

Research Project

Project/Area Number 22500211
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionMeiji University

Principal Investigator

TAKAGI Tomihoro  明治大学, 理工学部, 教授 (90308065)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsファジィ理論 / ソフトコンピューティング / ファジィ集合 / イベント予測 / 言語計算 / メタファー / 類推 / 推薦
Research Abstract

We realized computer systems which execute computing relevance theory and which execute reasoning based on metaphorical mapping. On the basis of above systems, we developed and evaluated following recommender systems through experiments using real life data, and showed they could recommend better items for users which match to users’ underlying needs than superficial matching of query and item description.- Movie recommender system- Recipe recommender system- Article recommender systemWe showed possibility of new type information technology which computes words.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (15 results)

All 2012 2011 2010 2009

All Presentation (15 results)

  • [Presentation] ” Predicting hit movie concepts using news articles”2012

    • Author(s)
      Kazuaki Shimamura, Shinichiro Ito, Tomohiro Takagi,Hiroshi Yoshida, Tomoya Suzuki, Kaoru Kato
    • Organizer
      The 2012 IEEE World Congress on Computational Intelligence 2012
    • Place of Presentation
      Brisbene, AUSTRALIA
    • Related Report
      2012 Annual Research Report
  • [Presentation] Predicting Hit Movie Concepts using News Articles2012

    • Author(s)
      Kazuaki Shimamura, Shinichiro Ito, Tomohiro Takagi, Hiroshi Yoshida, Tomoya Suzuki, Kaoru Kato
    • Organizer
      IEEE World Conference on Computational Intelligence 2012 (Accepted)
    • Place of Presentation
      Brisbane, Australia
    • Related Report
      2011 Annual Research Report
  • [Presentation] Predicting Future Events using Time Series Linguistic Data2011

    • Author(s)
      Tomoki Takada, Tomohiro Takagi
    • Organizer
      World Conference on Soft Computing 2011
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2011-05-26
    • Related Report
      2011 Annual Research Report
  • [Presentation] RecommendationSystemwithMulti-DimensionalandParallel-CaseFour-TermAnalogy2011

    • Author(s)
      TakatoshiSakaguchi,YuyaAkaho,KazuhiroOkada,TorahikoDate,TomohiroTakagi,NaokiKamimaeda,MasanoriMiyaharaandTomohiroTsunoda
    • Organizer
      IEEEInternationalConferenceonSystems,Man,andCybernetics
    • Place of Presentation
      Anchorage
    • Related Report
      2012 Final Research Report
  • [Presentation] ReaderCentricReal-timeElectricMagazineGenerator2011

    • Author(s)
      TomokiTakada,YuriTaira,ShinyaAkatsuka,MizukiArai,andTomohiroTakagi
    • Organizer
      IEEEInternationalConferenceonSystems,Man,andCybernetics
    • Place of Presentation
      Anchorage
    • Related Report
      2012 Final Research Report
  • [Presentation] Predicting Future Events using Time Series Linguistic Data2011

    • Author(s)
      Tomoki Takada and Tomohiro Takagi
    • Organizer
      World Conference on Soft Computing 2011
    • Place of Presentation
      San-Francisco
    • Related Report
      2012 Final Research Report
  • [Presentation] Recommendation System with Multi-Dimensional and Parallel-Case Four-Term Analogy2011

    • Author(s)
      Takatoshi Sakaguchi, Yuya Akaho, Kazuhiro Okada, Torahiko Date, Tomohiro Takagi, Naoki Kamimaeda, Masanori Miyahara, Tomohiro Tsunoda
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      Anchorage, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] Reader Centric Real-time Electric Magazine Generator2011

    • Author(s)
      Tomoki Takada, Yuri Taira, Shinya Akatsuka, Mizuki Arai, Tomohiro Takagi
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics 2011
    • Place of Presentation
      Anchorage, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] InterpretationofMetaphorandthePrincipleofConceptualFuzzySets2010

    • Author(s)
      AkimitsuMori,MayuSatoandTomohiroTakagi
    • Organizer
      NorthAmericanFuzzyInformationProcessingSociety's2010Conference
    • Place of Presentation
      Canada
    • Year and Date
      2010-07-12
    • Related Report
      2012 Final Research Report
  • [Presentation] RecommendationsInTwitterUsingConceptualFuzzySets2010

    • Author(s)
      TakatoshiSakaguchi,YuyaAkaho,TomohiroTakagiandTakuyaShintani
    • Organizer
      NorthAmericanFuzzyInformationProcessingSociety's2010
    • Place of Presentation
      Canada
    • Year and Date
      2010-07-12
    • Related Report
      2012 Final Research Report
  • [Presentation] Interpretation of Metaphor and the Principle of Conceptual Fuzzy Sets2010

    • Author(s)
      Akimitsu Mori, Mayu Sato, Tomohiro Takagi
    • Organizer
      North American Fuzzy Information Processing Society's 2010 Conference
    • Place of Presentation
      Tront, Canada
    • Year and Date
      2010-07-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] CFSを用いた映画DVD推薦システムの提案2010

    • Author(s)
      伊達寅彦,伊澤諒,岡田一宏,網野辰哉,弦本卓也,山本雄士,加藤祐輝,高木友博
    • Organizer
      ファジィワークショップ
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report
  • [Presentation] DVDRecommendationSystemUsingCFS2010

    • Author(s)
      TorahikoDATE,RyoIZAWA,KazuhiroOKADA,TatsuyaAMINO,ShinichiroITO,YousukeKANEKOandTomohiroTAKAGI
    • Organizer
      InternationalConferenceonSoftComputingandIntelligentSystems
    • Place of Presentation
      Okayama
    • Related Report
      2012 Final Research Report
  • [Presentation] 構造写像理論に基づく類推手法2010

    • Author(s)
      岡田一宏,伊藤慎一郎,金子洋翼,野村拓也,高木友博
    • Organizer
      ファジィワークショップ
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report
  • [Presentation] 関連性理論に基づくメタファーの実現2009

    • Author(s)
      森章光,高木友博
    • Organizer
      ファジィシステムシンポジウム
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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