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Recommendation using user context based on Web and sensor information

Research Project

Project/Area Number 20800072
Research Category

Grant-in-Aid for Young Scientists (Start-up)

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

Principal Investigator

MORI Junichiro  The University of Tokyo, 大学院・工学系研究科, 特任助教 (30508924)

Project Period (FY) 2008 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥3,133,000 (Direct Cost: ¥2,410,000、Indirect Cost: ¥723,000)
Fiscal Year 2009: ¥1,469,000 (Direct Cost: ¥1,130,000、Indirect Cost: ¥339,000)
Fiscal Year 2008: ¥1,664,000 (Direct Cost: ¥1,280,000、Indirect Cost: ¥384,000)
Keywordsセンサ / ウェブ / 情報推薦 / コンテキスト / ユーザモデル / センサ情報 / ウェブマイニング
Research Abstract

During fiscal year 2008, I worked on modeling user preferences and contexts using the information obtained from the Web and sensor information. We presented our research results in several international journals and conferences including IEEE Pervasive computing and UMAP. During fiscal year 2009, I developed the recommendation method based on user preference, time/space information, and user context. Our paper was awarded the best paper in FIT2009. Using the developed method, we provided a service to support town visitors in the frame work of the MEXT's grand information voyage project.

Report

(3 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • Research Products

    (32 results)

All 2010 2009 Other

All Journal Article (4 results) (of which Peer Reviewed: 2 results) Presentation (26 results) Remarks (2 results)

  • [Journal Article] 記憶の想起と記録のためのライフログ・ブログ連携型支援手法の提案2010

    • Author(s)
      小柴等, 相原健郎, 森純一郎, 武田英明
    • Journal Title

      Vol. 51, No. 1

      Pages: 63-81

    • NAID

      110007970616

    • Related Report
      2009 Final Research Report
  • [Journal Article] 記憶の想起と記録のためのライフログ・プログ連携型支援手法の提案2010

    • Author(s)
      小柴等, 森純一郎, 相原健郎, 武田英明
    • Journal Title

      情報処理学会論文誌 Vol.51, No.1

      Pages: 63-81

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Framework for Ubiquitous Content Sharing2009

    • Author(s)
      Alexander Kroener, Michael Schneider, Junichiro Mori
    • Journal Title

      Vol. 5, No. 4

      Pages: 58-65

    • Related Report
      2009 Final Research Report
  • [Journal Article] A Framework for Ubiquitous Content Sharing2009

    • Author(s)
      Alexander Kroener, Michael Schneider, 森純一郎
    • Journal Title

      IEEE Pervasive Computing Vol.5, No.4

      Pages: 58-65

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Finding your Business Partners by using Machine Learning2010

    • Author(s)
      Junichiro Mori, Hisashi Kashima, Yuya Kajikawa
    • Organizer
      The 19th International Conference for Management of Technology (IAMOT2010)
    • Place of Presentation
      カイロ・エジプト
    • Year and Date
      2010-03-08
    • Related Report
      2009 Final Research Report
  • [Presentation] Evaluating the Impacts of Regional Cluster Policies using Network Analysis2010

    • Author(s)
      Junichiro Mori, Yuya Kajikawa, Ichiro Sakata
    • Organizer
      The 19th International Conference for Management of Technology (IAMOT2010)
    • Place of Presentation
      カイロ・エジプト
    • Year and Date
      2010-03-08
    • Related Report
      2009 Final Research Report
  • [Presentation] Creating an Academic Landscape of Service Innovation2010

    • Author(s)
      Naoki Shibata, Yuya Kajikawa, Junichiro Mori, Ichiro Sakata, Kenzo Fujisue
    • Organizer
      The 19th International Conference for Management of Technology (IAMOT2010)
    • Place of Presentation
      カイロ・エジプト
    • Year and Date
      2010-03-08
    • Related Report
      2009 Final Research Report
  • [Presentation] Evaluating the Impacts of Regional Cluster Policies using Network Analysis2010

    • Author(s)
      森純一郎, 梶川裕矢, 坂田一郎
    • Organizer
      The 19th International Conference for Management of Technology(IAMOT2010)
    • Place of Presentation
      カイロ・エジプト
    • Year and Date
      2010-03-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] Finding your Business Partners by using Machine Learning2010

    • Author(s)
      森純一郎, Hisashi Kashima, 梶川裕矢
    • Organizer
      The 19th International Conference for Management of Technology(IAMOT2010)
    • Place of Presentation
      カイロ・エジプト
    • Year and Date
      2010-03-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] Creating an Academic Landscape of Service Innovation2010

    • Author(s)
      柴田尚樹, 梶川裕矢, 森純一郎, 坂田一郎, Kenzo Fujisue
    • Organizer
      The 19th International Conference for Management of Technology(IAMOT2010)
    • Place of Presentation
      カイロ・エジプト
    • Year and Date
      2010-03-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] Identifying Informal Communities and Leaders for Total Quality Management using Network Analysis of Email2009

    • Author(s)
      Junichiro Mori, Hisato Tashiro, Kazuo Haraoka, Katsumori Matsushima
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2009 (IEEM2009)
    • Place of Presentation
      香港・中国
    • Year and Date
      2009-12-08
    • Related Report
      2009 Final Research Report
  • [Presentation] Analyzing Inter-Firm Networks for Enhancing Large-scale Regional Clusters2009

    • Author(s)
      Junichiro Mori, Yuya Kajikawa, Ichiro Sakata
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2009 (IEEM2009)
    • Place of Presentation
      香港・中国
    • Year and Date
      2009-12-08
    • Related Report
      2009 Final Research Report
  • [Presentation] Interdisciplinary Research Detection by Citation Indicators2009

    • Author(s)
      Yuya Kajikawa, Junichiro Mori
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2009 (IEEM2009)
    • Place of Presentation
      香港・中国
    • Year and Date
      2009-12-08
    • Related Report
      2009 Final Research Report
  • [Presentation] Identifying Informal Communities and Leaders for Total Quality Management using Network Analysis of Email2009

    • Author(s)
      森純一郎, Hisato Tashiro, Kazuo Haraoka, 松島克守
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2009(IEEM2009)
    • Place of Presentation
      香港・中国
    • Year and Date
      2009-12-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] Analyzing Inter-Firm Networks for Enhancing Large-scale Regional Clusters2009

    • Author(s)
      森純一郎, 梶川裕矢, 坂田一郎
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2009(IEEM2009)
    • Place of Presentation
      香港・中国
    • Year and Date
      2009-12-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] Interdisciplinary Research Detection by Citation Indicators2009

    • Author(s)
      梶川裕矢, 森純一郎
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2009(IEEM2009)
    • Place of Presentation
      香港・中国
    • Year and Date
      2009-12-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] 関東甲信越広域経済圏における大規模地域クラスターの分析2009

    • Author(s)
      森純一郎, 梶川裕矢, 坂田一郎
    • Organizer
      研究・技術計画学会第24回年次学術大会
    • Place of Presentation
      東京・日本
    • Year and Date
      2009-10-24
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] ウェブ情報を用いた中小企業間連携支援システム2009

    • Author(s)
      森純一郎, 梶川裕矢, 坂田一郎
    • Organizer
      研究・技術計画学会第24回年次学術大会
    • Place of Presentation
      東京・日本
    • Year and Date
      2009-10-24
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 浜松地域における産業構造の分析と浜松イノベーションマネジメントシステムの構築に向けた取り組み2009

    • Author(s)
      梶川裕矢, 森純一郎, 坂田一郎, 松島克守
    • Organizer
      研究・技術計画学会第24回年次学術大会
    • Place of Presentation
      東京・日本
    • Year and Date
      2009-10-24
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 学術論文の学際性の測定と評価2009

    • Author(s)
      梶川裕矢, 森純一郎, 坂田一郎, 松島克守
    • Organizer
      研究・技術計画学会第24回年次学術大会
    • Place of Presentation
      東京・日本
    • Year and Date
      2009-10-24
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] サービス・イノベーションの情報科学リンケージの研究2009

    • Author(s)
      坂田一郎, 橋本正洋, 森純一郎, 梶川裕矢, 柴田尚樹
    • Organizer
      研究・技術計画学会第24回年次学術大会
    • Place of Presentation
      東京・日本
    • Year and Date
      2009-10-24
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 心的コンテキスト推定-「ぷらっとPlat@自由が丘」におけるユーザ特性の推定-2009

    • Author(s)
      森純一郎, 相原健郎, 小柴等, 武田英明
    • Organizer
      第8回情報科学技術フォーラム
    • Place of Presentation
      仙台・日本
    • Year and Date
      2009-09-03
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 説得性に基づく情報推薦手法の提案-「ぷらっとPlat@自由が丘」における統合された行動ログの活用2009

    • Author(s)
      小柴等, 相原健郎, 森純一郎, 武田英明
    • Organizer
      第8回情報科学技術フォーラム
    • Place of Presentation
      仙台・日本
    • Year and Date
      2009-09-03
    • Related Report
      2009 Final Research Report
  • [Presentation] 「ぷらっとPlat@自由が丘」におけるCGMサービス-盛り上がりマップとライフログ連携ブログの実装-2009

    • Author(s)
      小田朋宏, 松原伸人, 星孝哲, 相原健郎, 小柴等, 森純一郎, 武田英明
    • Organizer
      第8回情報科学技術フォーラム
    • Place of Presentation
      仙台・日本
    • Year and Date
      2009-09-03
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 説得性に基づく情報推薦手法の提案--「ぷらっとPlat@自由が丘」における統合された行動ログの活用2009

    • Author(s)
      小柴等, 相原健郎, 森純一郎, 武田英明
    • Organizer
      第8回情報科学技術フォーラム
    • Place of Presentation
      仙台・日本
    • Year and Date
      2009-09-03
    • Related Report
      2009 Annual Research Report
  • [Presentation] Interdisciplinary research detection in Sustainability Science2009

    • Author(s)
      梶川裕矢, 森純一郎
    • Organizer
      Tracking and evaluating interdisciplinary research : metrics and maps, workshop in conjunction with 12th International Conference on Scientometrics and Informetrics(ISSI2009)
    • Place of Presentation
      リオ・ブラジル
    • Year and Date
      2009-07-14
    • Related Report
      2009 Annual Research Report
  • [Presentation] Predicting Customer Models Using Behavior-based Features in Shops2009

    • Author(s)
      Junichiro Mori, Yutaka Matsuo, Hitoshi Koshiba, Kenro Aihara, Hideaki Takeda
    • Organizer
      Int'l Conference on User Modeling, Adaptation, and Personalization (UMAP 2009)
    • Place of Presentation
      トレント・イタリア
    • Year and Date
      2009-06-24
    • Related Report
      2009 Final Research Report
  • [Presentation] Predicting Customer Models Using Behavior-based Features in Shops2009

    • Author(s)
      森純一郎, 松尾豊, 小柴等, 相原健郎, 武田英明
    • Organizer
      Int'l Conference on User Modeling, Adaptation, and Personalization(UMAP 2009)
    • Place of Presentation
      トレント・イタリア
    • Year and Date
      2009-06-24
    • Related Report
      2009 Annual Research Report
  • [Presentation] 著者話題モデルを用いたウェブからのエンティティ属性推定2009

    • Author(s)
      森純一郎, 松尾豊
    • Organizer
      2009年度人工知能学会全国大会
    • Place of Presentation
      高松・日本
    • Year and Date
      2009-06-17
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] ネットワーク指標を用いた学際的な論文の抽出2009

    • Author(s)
      梶川裕矢, 森純一郎
    • Organizer
      情報知識学会第17回年次大会
    • Place of Presentation
      東京・日本
    • Year and Date
      2009-05-16
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Remarks] 本研究を用いた実証実験のウェブページ

    • URL

      http://jiyugaoka.puratto-plat.jp/

    • Related Report
      2009 Final Research Report
  • [Remarks] 本研究を用いた実証実験のウェブページ

    • URL

      http://jiyugaoka.puratto-plat.jp/

    • Related Report
      2009 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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