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Non-disruptive Interruption Management Based on Predicted Interruptibility

Research Project

Project/Area Number 26280071
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Human interface and interaction
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

Fujita Kinya  東京農工大学, 工学(系)研究科(研究院), 教授 (30209051)

Co-Investigator(Kenkyū-buntansha) 田中 貴紘  名古屋大学, 未来社会創造機構, 特任准教授 (80451988)
Co-Investigator(Renkei-kenkyūsha) YOKOYAMA Hitomi  東京農工大学, 大学院工学研究院, 特任助教 (50638517)
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥10,660,000 (Direct Cost: ¥8,200,000、Indirect Cost: ¥2,460,000)
Fiscal Year 2017: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2016: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2014: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Keywordsヒューマンインタフェース / 割り込み / 予測 / 電子メール / 知的生産性 / ユーザインターフェース / 知的活動 / 状況推定 / ユーザインタフェース
Outline of Final Research Achievements

Aiming to avoid disruptions caused by e-mail notifications or phone calls and to provide notifications at appropriate times, this study examined the feasibility to predict the duration of uninterruptible state of PC users based on the PC operation information. We proposed a probabilistic work-continuance model whose probability varies depending on the used-application software, activity ratio between keystrokes and mouse clicks, and others. The experimental evaluation demonstrated the feasibility of prediction of uninterruptible durations.
In addition, we demonstrated the feasibility to improve the accuracy of interruptibility estimation by using smartphone information. We also analyzed the observation on remotely shared interruptibility among team members using eye-tracking systems. It revealed that they observed about once an hour and frequently looked at themselves presumably for self-reflection.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (23 results)

All 2017 2016 2015 2014

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 4 results,  Open Access: 1 results) Presentation (18 results) (of which Int'l Joint Research: 4 results,  Invited: 2 results)

  • [Journal Article] Relationship between Worker's Interruptibility and Work Transition Detected by Smartphone2017

    • Author(s)
      K.Komuro, Y.Fujimoto and K.Fujita
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 10272 Pages: 687-699

    • DOI

      10.1007/978-3-319-58077-7_53

    • ISBN
      9783319580760, 9783319580777
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Study of Uninterruptible Duration Prediction based on PC Operation2015

    • Author(s)
      H.Iga, T.Tanaka, K.Aoki and K.Fujita
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9169 Pages: 350-359

    • DOI

      10.1007/978-3-319-20901-2_32

    • ISBN
      9783319209005, 9783319209012
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] E-mail Delivery Mediation System Based on User Interruptibility2015

    • Author(s)
      Y.Kobayashi, T.Tanaka, K.Aoki and K.Fujita
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9169 Pages: 370-380

    • DOI

      10.1007/978-3-319-20901-2_34

    • ISBN
      9783319209005, 9783319209012
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Interruptibility Estimation based on Head Motion and PC Operation2015

    • Author(s)
      T.Tanaka, R.Abe, K.Aoki and K.Fujita
    • Journal Title

      International Journal of Human-Computer Interaction

      Volume: 31 Issue: 3 Pages: 167-179

    • DOI

      10.1080/10447318.2014.986635

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Improvement of Interruptibility Estimation during PC Work by Reflecting Conversation Status2014

    • Author(s)
      S.Hashimoto, T.Tanaka, K.Aoki and K.Fujita
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E97.D Issue: 12 Pages: 3171-3180

    • DOI

      10.1587/transinf.2014EDP7097

    • NAID

      130004841751

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Relationship between Worker's Interruptibility and Work Transition Detected by Smartphone2017

    • Author(s)
      K.Komuro, Y.Fujimoto and K.Fujita
    • Organizer
      HCI International 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 分散オフィスにおける作業者の割り込み拒否度共有画面の閲覧行動の分析2017

    • Author(s)
      高島健太郎, 横山ひとみ, 藤田欣也
    • Organizer
      ヒューマンインタフェース学会ヒューマンインタフェースシンポジウム'17
    • Related Report
      2017 Annual Research Report
  • [Presentation] 確率的作業持続モデルを用いたPC作業持続時間の予測可能性の検討2017

    • Author(s)
      白鳥翔太,藤本雄一郎,藤田欣也
    • Organizer
      ヒューマンインタフェース学会ヒューマンインタフェースシンポジウム'17
    • Related Report
      2017 Annual Research Report
  • [Presentation] 確率的作業持続モデルを用いたPC作業者の割り込み非許容時間の予測2017

    • Author(s)
      白鳥翔太,藤本雄一郎,藤田欣也
    • Organizer
      情報処理学会第79回全国大会
    • Related Report
      2016 Annual Research Report
  • [Presentation] スマートフォンにより検出された作業遷移と割り込み拒否度との関連性の分析2016

    • Author(s)
      小室喬平,藤本雄一郎,藤田欣也
    • Organizer
      電子情報通信学会HCS研究会
    • Related Report
      2016 Annual Research Report
  • [Presentation] スマートフォン情報の併用によるPC作業者の割り込み拒否度推定精度の改善可能性2016

    • Author(s)
      小室喬平,藤本雄一郎,藤田欣也
    • Organizer
      ヒューマンインタフェース学会ヒューマンインタフェースシンポジウム'16
    • Related Report
      2016 Annual Research Report
  • [Presentation] テレワーカーの多忙度推定技術とその応用2015

    • Author(s)
      藤田欣也
    • Organizer
      テレワーク月間連携セミナー「超臨場感テレワークの技術開発と将来展望」
    • Place of Presentation
      けいはんなプラザ(京都府精華町)
    • Year and Date
      2015-11-19
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] PC操作に基づく割り込み拒否度低下タイミングの予測可能性の検討2015

    • Author(s)
      伊賀北斗,田中貴紘,藤本雄一郎,藤田欣也
    • Organizer
      ヒューマンインタフェース学会ヒューマンインタフェースシンポジウム'15
    • Place of Presentation
      はこだて未来大学(北海道函館市)
    • Year and Date
      2015-09-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] Study of Uninterruptible Duration Prediction based on PC Operation2015

    • Author(s)
      H.Iga, T.Tanaka, K.Aoki and K.Fujita
    • Organizer
      HCI International 2015
    • Place of Presentation
      The Westin Bonaventure Hotel (Los Angeles, USA)
    • Year and Date
      2015-08-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] E-mail Delivery Mediation System Based on User Interruptibility2015

    • Author(s)
      Y.Kobayashi, T.Tanaka, K.Aoki and K.Fujita
    • Organizer
      HCI International 2015
    • Place of Presentation
      The Westin Bonaventure Hotel (Los Angeles, USA)
    • Year and Date
      2015-08-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic Delivery Timing Control of Incoming Email based on User Interruptibility2015

    • Author(s)
      Y.Kobayashi, T.Tanaka, K.Aoki and K.Fujita
    • Organizer
      ACM CHI 2015
    • Place of Presentation
      COEX (Seoul, Korea)
    • Year and Date
      2015-04-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 会話の重要度を反映したデスクワーク時割り込み拒否度の推定2015

    • Author(s)
      橋本賢,青木和昭,田中貴紘,藤田欣也
    • Organizer
      電子情報通信学会HCS研究会
    • Place of Presentation
      加賀温泉瑠璃光
    • Year and Date
      2015-03-15 – 2015-03-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] オフィスワーカの状況推定と活用2015

    • Author(s)
      藤田欣也
    • Organizer
      映像情報メディア学会3DIT研究会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2015-03-09
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 割り込み拒否度推定値に基づくメール着信通知制御システム2014

    • Author(s)
      小林保正,田中貴紘,青木和昭,藤田欣也
    • Organizer
      ヒューマンインタフェース学会ヒューマンインタフェースシンポジウム'14
    • Place of Presentation
      京都工芸繊維大学
    • Year and Date
      2014-09-09 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] PC操作に基づく割り込み拒否度低下時間の予測可能性の検討2014

    • Author(s)
      伊賀北斗,田中貴紘,青木和昭,藤田欣也
    • Organizer
      ヒューマンインタフェース学会ヒューマンインタフェースシンポジウム'14
    • Place of Presentation
      京都工芸繊維大学
    • Year and Date
      2014-09-09 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] PC操作情報に基づく割り込み拒否度変化の予測可能性の検討2014

    • Author(s)
      伊賀北斗,田中貴紘,青木和昭,藤田欣也
    • Organizer
      電子情報通信学会HCS研究会
    • Place of Presentation
      沖縄産業振興センター
    • Year and Date
      2014-05-19 – 2014-05-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] 作業態度を反映したユーザの割り込み拒否度推定の検討2014

    • Author(s)
      田中貴紘, 青木和昭, 藤田欣也
    • Organizer
      第28回人工知能学会全国大会
    • Place of Presentation
      愛媛県民文化会館
    • Year and Date
      2014-05-12 – 2014-05-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] Resumption Lag at Interruptible Timing might not be short in Actual Environment2014

    • Author(s)
      T.Tanaka, N.A.Taatgen, K.Aoki and K.Fujita
    • Organizer
      ACM CHI 2014
    • Place of Presentation
      Toronto Convention Centre, Canada
    • Year and Date
      2014-04-26 – 2014-05-01
    • Related Report
      2014 Annual Research Report

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Published: 2014-04-04   Modified: 2019-03-29  

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