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

2012 Fiscal Year Final Research Report

• Project/Area Number: 22500211
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Sensitivity informatics/Soft computing
• Research Institution: Meiji University
• Principal Investigator: TAKAGI Tomihoro 明治大学, 理工学部, 教授 (90308065)
• Project Period (FY): 2010 – 2012
• Keywords: ファジィ理論

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.

Research Products

• [Presentation] RecommendationSystemwithMulti-DimensionalandParallel-CaseFour-TermAnalogy (2011)
  • Author(s): TakatoshiSakaguchi,YuyaAkaho,KazuhiroOkada,TorahikoDate,TomohiroTakagi,NaokiKamimaeda,MasanoriMiyaharaandTomohiroTsunoda
  • Organizer: IEEEInternationalConferenceonSystems,Man,andCybernetics
  • Place of Presentation: Anchorage
  • Year and Date: 20111010-1012
• [Presentation] ReaderCentricReal-timeElectricMagazineGenerator (2011)
  • Author(s): TomokiTakada,YuriTaira,ShinyaAkatsuka,MizukiArai,andTomohiroTakagi
  • Organizer: IEEEInternationalConferenceonSystems,Man,andCybernetics
  • Place of Presentation: Anchorage
  • Year and Date: 20111010-1012
• [Presentation] Predicting Future Events using Time Series Linguistic Data (2011)
  • Author(s): Tomoki Takada and Tomohiro Takagi
  • Organizer: World Conference on Soft Computing 2011
  • Place of Presentation: San-Francisco
  • Year and Date: 20110000
• [Presentation] DVDRecommendationSystemUsingCFS (2010)
  • Author(s): TorahikoDATE,RyoIZAWA,KazuhiroOKADA,TatsuyaAMINO,ShinichiroITO,YousukeKANEKOandTomohiroTAKAGI
  • Organizer: InternationalConferenceonSoftComputingandIntelligentSystems
  • Place of Presentation: Okayama
  • Year and Date: 20101208-1212
• [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
  • Year and Date: 20100000
• [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
  • Year and Date: 20100000
• [Presentation] InterpretationofMetaphorandthePrincipleofConceptualFuzzySets (2010)
  • Author(s): AkimitsuMori,MayuSatoandTomohiroTakagi
  • Organizer: NorthAmericanFuzzyInformationProcessingSociety's2010Conference
  • Place of Presentation: Canada
  • Year and Date: 2010-07-12
• [Presentation] RecommendationsInTwitterUsingConceptualFuzzySets (2010)
  • Author(s): TakatoshiSakaguchi,YuyaAkaho,TomohiroTakagiandTakuyaShintani
  • Organizer: NorthAmericanFuzzyInformationProcessingSociety's2010
  • Place of Presentation: Canada
  • Year and Date: 2010-07-12
• [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
  • Year and Date: 20090000