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Intelligent Service System improving Service Quality by Machine Learning

Research Project

Project/Area Number 21240012
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionThe University of Tokyo

Principal Investigator

ARAI Tamio  東京大学, 大学院・工学系研究科, 教授 (40111463)

Co-Investigator(Kenkyū-buntansha) HARA Tatsunori  首都大学東京, 人工物工学研究センター, 講師 (00546012)
SHIMOMURA Yoshiki  首都大学東京, 大学院・システムデザイン研究科, 教授 (80334332)
OGATA Taiki  東京大学, 人工物工学研究センター, 助教 (80598037)
加藤 龍  東京大学, 大学院・工学系研究科, 特任助教 (70516905)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥27,300,000 (Direct Cost: ¥21,000,000、Indirect Cost: ¥6,300,000)
Fiscal Year 2011: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Fiscal Year 2010: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Fiscal Year 2009: ¥8,840,000 (Direct Cost: ¥6,800,000、Indirect Cost: ¥2,040,000)
Keywords知能ロボティクス / 機械学習 / エージェント / 設計工学 / サービス / サービスシステム / サービス工学 / 顧客満足度評価
Research Abstract

Services must be improved automatically by observation of the customers. This research deals with automatic evaluation of customer satisfaction. Several fundamental services are analyzed to get the characteristics of the services ; handling operations, bowing in restaurant, and coffee shop operation. In addition, expectation by customers and satisfaction of a group are discussed.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (36 results)

All 2011 2010 2009 Other

All Journal Article (6 results) (of which Peer Reviewed: 1 results) Presentation (30 results)

  • [Journal Article] Simulationof product lead time in designcustomization service for better customersatisfaction2011

    • Author(s)
      Tatsunori Hara and Tamio Arai
    • Journal Title

      CIRP Annals. Manufacturing Technology

      Volume: Vol.60/1 Pages: 179-182

    • Related Report
      2011 Final Research Report
  • [Journal Article] Simulation of product lead time in design customization service for better customer satisfaction2011

    • Author(s)
      Tatsunori Hara, Tamio Arai
    • Journal Title

      CIRP Annals-Manufacturing Technology

      Volume: 60 Issue: 1 Pages: 179-182

    • DOI

      10.1016/j.cirp.2011.03.092

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Method for Supporting Conflict Resolution for Efficient PSS Development.2010

    • Author(s)
      Yoshiki Shimomura, Tatsunori Hara
    • Journal Title

      CIRP Annals -Manufacturing Technology

      Volume: Vol.59/1

    • Related Report
      2009 Annual Research Report
  • [Journal Article] 受給者視点でのサービス提供プロセスの構造解析手法2009

    • Author(s)
      原辰徳, 加藤紘史, 新井民夫, 下村芳樹
    • Journal Title

      日本機械学会論文集C編

      Volume: Vol.75,No.756 Pages: 2128-2135

    • Related Report
      2009 Annual Research Report
  • [Journal Article] A CAD system for service innovation : integrated representation of function, service activity, and product behaviour.2009

    • Author(s)
      Tatsunori Hara, Tamio Arai, Yoshiki Shimomura
    • Journal Title

      Journal of Engineering Design, Special issue on PSS (http://dx.doi.org/10.1080/09544820903151715)

      Volume: Vol.20,No.4 Pages: 367-388

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Service CAD System to Integrate Product Behavior and Service Activity for Total Value.2009

    • Author(s)
      Tatsunori Hara, Tamio Arai, Yoshiki Shimomura, Tomohiko Sakao
    • Journal Title

      In CIRP Journal of Manufacturing Science & Technology, CIRP, (http://dx.doi.org/10.1016/j.cirpj.2009.06.002)

      Volume: Vol.1,No.4

    • Related Report
      2009 Annual Research Report
  • [Presentation] 手渡しの際の受け手の心地よさを考慮した日用品の把持2011

    • Author(s)
      山野辺夏樹,久場景太郎,原辰徳,淺間一,新井民夫,永田和之,原田研介,中村晃,河井良浩,辻徳生
    • Organizer
      第29回日本ロボット学会学術講演会
    • Place of Presentation
      東京
    • Year and Date
      2011-09-09
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Simulation of product lead time in design customization service for better customer satisfaction2011

    • Author(s)
      Tatsunori Hara, Tamio Arai
    • Organizer
      CIRP General Assembly 2011
    • Place of Presentation
      Budapest, Hungary
    • Year and Date
      2011-08-24
    • Related Report
      2011 Annual Research Report
  • [Presentation] Customers' satisfaction on estimates of queue waiting time in service delivery2011

    • Author(s)
      Satoshi Shimada, Tatsunori Hara, Kei Taira, Tamio Arai
    • Organizer
      CIRP Conference on Industrial Product Service Systems (IPS2)2011
    • Place of Presentation
      Braunschweig, Germany
    • Year and Date
      2011-05-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] 受け手を不快にさせないサービスロボットの手渡し動作2011

    • Author(s)
      久場景太郎, 山野辺夏樹, 原辰徳, 浅間一, 新井民夫
    • Organizer
      2011年度精密工学会学術講演会春季大会
    • Place of Presentation
      東京
    • Year and Date
      2011-03-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] 待ち時間に関するサービス受給中の期待形成の管理手法とその評価2011

    • Author(s)
      嶋田敏, 多比良恵, 原辰徳, 新井民夫
    • Organizer
      2011年度精密工学会学術講演会春季大会
    • Place of Presentation
      東京
    • Year and Date
      2011-03-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] Customers' satisfaction on estimates of queuewaiting time in service delivery, InProceedings of CIRP2011

    • Author(s)
      Satoshi Shimada, Tatsunori Hara, KeiTaira, and Tamio Arai
    • Organizer
      IPS2 Conference2011
    • Place of Presentation
      CIRP, Braunschweig, Germany
    • Related Report
      2011 Final Research Report
  • [Presentation] サービス受給中の期待形成を考慮した待ち時間に関する顧客満足度の解析2010

    • Author(s)
      嶋田敏, 新井民夫, 原辰徳, 多比良恵
    • Organizer
      Designシンポジウム2010
    • Place of Presentation
      東京
    • Year and Date
      2010-11-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] Construction of Task Instruction System for Object Retrieval Service Based on User Satisfaction2010

    • Author(s)
      Keitaro Kuba, Natsuki Yamanobe, Tatsunori Hara, Tamio Arai, Kazuyuki
    • Organizer
      2010 IEEE/RSJ International Conference on Intelligent Robots and Systems
    • Place of Presentation
      Taipei, Republic of China
    • Year and Date
      2010-10-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] 接客サービスにおけるお辞儀と顧客満足度との関係性の分析2010

    • Author(s)
      四維栄広, 久場景太郎, 藤田真里奈, 原辰徳, 新井民夫
    • Organizer
      2010年度精密工学会学術講演会秋季大会
    • Place of Presentation
      名古屋
    • Year and Date
      2010-09-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] ペトリネットを用いたサービス提供における待ち時間の解析2010

    • Author(s)
      多比良恵, 嶋田敏, 原辰徳, 新井民夫, 久場景太郎
    • Organizer
      2010年度精密工学会学術講演会秋季大会
    • Place of Presentation
      名古屋
    • Year and Date
      2010-09-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] 対象物の受け渡し姿勢に着目した手渡し動作の評価2010

    • Author(s)
      久場景太郎, 山野辺夏樹, 新井民夫
    • Organizer
      第28回日本ロボット学会学術講演会
    • Place of Presentation
      名古屋
    • Year and Date
      2010-09-24
    • Related Report
      2010 Annual Research Report
  • [Presentation] Analyzing structures of PSS types for modular design.(査読あり)2010

    • Author(s)
      Tatsunori Hara, Tamio Arai
    • Organizer
      In Proceedings of CIRP, IPS2 Conference 2010
    • Place of Presentation
      Linkoeping, Sweden, (pp.209-214)
    • Year and Date
      2010-04-02
    • Related Report
      2009 Annual Research Report
  • [Presentation] ユーザの満足度を考慮した「手渡し」サービスを実現する生活支援ロボットのための作業指示システムの構築2010

    • Author(s)
      久場景太郎, 山野辺夏樹, 原辰徳, 新井民夫
    • Organizer
      2010年度精密工学会春季大会学術講演会
    • Place of Presentation
      埼玉大学(講演論文集,CD-ROM,pp.677-678)
    • Year and Date
      2010-03-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] サービス工学に基づくサービスCADシステムの構築(第88報)-A Method of Optimizing Appropriate Dialog in Service2010

    • Author(s)
      Nirin Suarod, 原辰徳, 下村芳樹, 新井民夫
    • Organizer
      2010年度精密工学会春季大会学術講演会
    • Place of Presentation
      埼玉大学(講演論文集,CD-ROM,pp.51-52)
    • Year and Date
      2010-03-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] Construction ofTask Instruction System for Object Retrieval Service Based on User Satisfaction.2010

    • Author(s)
      Keitaro Kuba, Natsuki Yamanobe, Tatsunori Hara, Tamio Arai, andKazuyuki Nagata
    • Organizer
      Proceedings of IEEE/RSJInternational Conferenceon Intelligent Robots and Systems
    • Related Report
      2011 Final Research Report
  • [Presentation] サービス工学に基づくサービスCADシステムの構築(第88報)-AMethod of Optimizing AppropriateDialog in Service2010

    • Author(s)
      Nirin Suarod,原辰徳,下村芳樹,新井民夫
    • Organizer
      2010年度精密工学会春季大会学術講演会
    • Related Report
      2011 Final Research Report
  • [Presentation] ユーザの満足度を考慮した「手渡し」サービスを実現する生活支援ロボットのための作業指示システムの構築2010

    • Author(s)
      久場景太郎,山野辺夏樹,原辰徳,新井民夫
    • Organizer
      2010年度精密工学会春季大会学術講演会
    • Place of Presentation
      (CD-ROM)
    • Related Report
      2011 Final Research Report
  • [Presentation] ペトリネットを用いたサービス提供における待ち時間の解析2010

    • Author(s)
      多比良恵,嶋田敏,久場景太郎,原辰徳,新井民夫
    • Organizer
      2010年度精密工学会秋季大会学術講演会
    • Place of Presentation
      (CD-ROM)
    • Related Report
      2011 Final Research Report
  • [Presentation] 接客サービスにおけるお辞儀と顧客満足度との関係性の分析2010

    • Author(s)
      四維栄広,久場景太郎,藤田真理奈,原辰徳,新井民夫
    • Organizer
      2010年度精密工学会秋季大会学術講演会
    • Place of Presentation
      (CD-ROM)
    • Related Report
      2011 Final Research Report
  • [Presentation] サービス受給中の期待形成を考慮した顧客満足度の解析2010

    • Author(s)
      嶋田敏,新井民夫,原辰徳
    • Organizer
      2010年度精密工学会秋季大会学術講演会
    • Place of Presentation
      (CD-ROM)
    • Related Report
      2011 Final Research Report
  • [Presentation] Automatically ExtractingAfter-Using-Serviced Feedbacks from Customers' Motion2010

    • Author(s)
      Nirin Suarod,原辰徳,新井民夫,下村芳樹
    • Organizer
      2010年度精密工学会秋季大会学術講演会
    • Place of Presentation
      (CD-ROM)
    • Related Report
      2011 Final Research Report
  • [Presentation] 対象物の受け渡し姿勢に着目した手渡し動作の評価2010

    • Author(s)
      久場景太郎,山野辺夏樹,新井民夫
    • Organizer
      第28回日本ロボット学会学術講演会
    • Related Report
      2011 Final Research Report
  • [Presentation] 顧客満足最大化のための顧客要求集約手法2010

    • Author(s)
      山本恵史,木見田康治,渡辺健太郎,下村芳樹
    • Organizer
      日本機械学会第20回設計工学・システム部門講演会
    • Related Report
      2011 Final Research Report
  • [Presentation] サービス工学に基づくサービスCADシステムの構築(第94報)-集団顧客のための便益-犠牲概念を考慮したサービス設計手法2010

    • Author(s)
      山本恵史,木見田康治,渡辺健太郎,下村芳樹
    • Organizer
      2010年度精密工学会秋季大会学術講演会
    • Place of Presentation
      (CD-ROM)
    • Related Report
      2011 Final Research Report
  • [Presentation] An Importance Decision Method of Customer's Demands for Highly Public Service.2010

    • Author(s)
      S. Yamamoto, K. Kimita and Y. Shimomura
    • Organizer
      In Proceed ingsof the 15th Design for Manufacturingand the Lifecycle Conference-DFMLC2010-The American Society for Mechanical Engineering(ASME)
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2011 Final Research Report
  • [Presentation] サービス工学の研究アプローチに関する一考察2009

    • Author(s)
      原辰徳, 新井民夫, 下村芳樹
    • Organizer
      日本機械学会第19回設計工学・システム部門講演会
    • Place of Presentation
      読谷村文化センター(講演論文集,No.09-6,564-567)
    • Year and Date
      2009-10-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] サービス工学に基づくサービスCADシステムの構築(第74報)-サービスCADシステムの利用シナリオと現状分析2009

    • Author(s)
      原辰徳, 新井民夫, 下村芳樹
    • Organizer
      2009年度精密工学会秋季大会学術講演会
    • Place of Presentation
      神戸大学(講演論文集,CD-ROM,pp.545-546)
    • Year and Date
      2009-09-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] A Modeling Method of Services on Their Contents and Delivery Processes.(査読あり)2009

    • Author(s)
      Tatsunori Hara, Tamio Arai, Yoshiki Shimomura
    • Organizer
      In Proceedings of the 17th International Conference on Engineering Design -ICED09-
    • Place of Presentation
      Stanford, USA, (CD-ROM,323-332)
    • Year and Date
      2009-08-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] サービス工学に基づくサービスCADシステムの構築9第74報)-サービスCADシステムの利用シナリオと現状分析2009

    • Author(s)
      原辰徳,新井民夫,下村芳樹
    • Organizer
      2009年度精密工学会秋季大会学術講演会
    • Place of Presentation
      (CD-ROM)
    • Related Report
      2011 Final Research Report
  • [Presentation] 多比良恵サービス受給中の期待形成を考慮した待ち時間に関する顧客満足度の解析

    • Author(s)
      嶋田敏,新井民夫,原辰徳
    • Organizer
      Designシンポジウム2010
    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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