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Information Engineering Approach for Designing Supply Chain

Research Project

Project/Area Number 24310109
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionThe University of Tokyo

Principal Investigator

SAKATA Ichiro  東京大学, 工学(系)研究科(研究院), 教授 (90555682)

Co-Investigator(Kenkyū-buntansha) KASHIMA Hisashi  京都大学, 大学院情報学研究所, 教授 (80545583)
KAJIKAWA Yuya  東京工業大学, 大学院イノベーションマネージメント研究科, 准教授 (70401148)
MORI Junichiro  東京大学, 大学院工学系研究科, 特任講師 (30508924)
KIKUCHI Yasunori  東京大学, 総括プロジェクト機構, 特任講師 (70545649)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥18,200,000 (Direct Cost: ¥14,000,000、Indirect Cost: ¥4,200,000)
Fiscal Year 2014: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2013: ¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
Fiscal Year 2012: ¥8,060,000 (Direct Cost: ¥6,200,000、Indirect Cost: ¥1,860,000)
Keywords政策科学 / サプライチェーン / 技術経営 / 情報システム / 機械学習
Outline of Final Research Achievements

Firstly, we have developed a novel method of prediction for general relational data. By predicting different types of relations, our prediction method performs better than an existing method which tries to predict individual relations separately. Next, we have analyzed the structure of a supply chain in a region of Chubu and Hokuriku, which enables us design sustainable and robust supply chain in general. We have also analyzed robustness and flexibility for a supply chain on renewable energy industries based on agriculture and forestry in the island. Through the project, we have contributed to developing the system for analyzing regional economics, RESAS, by CABINET SECRETARIAT.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (13 results)

All 2015 2014 2013 2012

All Journal Article (6 results) (of which Peer Reviewed: 2 results,  Open Access: 1 results) Presentation (7 results) (of which Invited: 2 results)

  • [Journal Article] Simultaneous Higher-order Relation Prediction via Collective Incidence Matrix Embedding2015

    • Author(s)
      則 のぞみ,ボレガラ ダヌシカ,鹿島 久嗣
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 30 Issue: 2 Pages: 459-465

    • DOI

      10.1527/tjsai.30.459

    • NAID

      130004927392

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 持続可能性を考慮したプロセス評価のアクティビティモデルとデータ モデル2014

    • Author(s)
      菊池康紀
    • Journal Title

      化学工学論文集

      Volume: 採択済み

    • NAID

      130004855785

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Bibliometric analysis of international collaboration in wind and solar energy2013

    • Author(s)
      I. Sakata and H. Sasaki
    • Journal Title

      Journal of Sustainable Development of Energy, Water and Environment Systems

      Volume: 1(3) Pages: 187-198

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Maps of international research collaboration in clean energy2013

    • Author(s)
      I. Sakata, H. Sasaki, H. Nakamura and Y. Kajikawa
    • Journal Title

      Journal of Energy and Power Engineering

      Volume: 7 Pages: 480-490

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Fast Iterative Mining Using Sparsity -inducing Loss Functions2013

    • Author(s)
      Hiroto Saigo, Hisashi Kashima,and Koji Tsuda
    • Journal Title

      IEICE Transaction on Information and Systems,

      Volume: E-96-D(8) Pages: 1766-1773

    • NAID

      130003370958

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Machine Learning Approach for Finding Business Partners and Building Reciprocal Relationships2012

    • Author(s)
      J. Mori, Y. Kajikawa, H. Kashima, and I. Sakata
    • Journal Title

      Expert Systems with Applications

      Volume: 12 Issue: 12 Pages: 10402-10407

    • DOI

      10.1016/j.eswa.2012.01.202

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] ネットワークでみる地域経済2015

    • Author(s)
      梶川裕矢
    • Organizer
      金沢大学イノベーションシンポジウム2015
    • Place of Presentation
      石川県、金沢市
    • Year and Date
      2015-02-24
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] A Label Completion Approach to Crowd Approximation2014

    • Author(s)
      Toshihiro Watanabe, Hisashi Kashima
    • Organizer
      The 21st International Conference on Neural Information Processing (ICONIP)
    • Place of Presentation
      Sarawak, Malaysia
    • Year and Date
      2014-11-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] エネルギーシステムにおけるシナリオ分析と統合化工学2014

    • Author(s)
      菊池康紀
    • Organizer
      化学工学会46回秋季大会
    • Place of Presentation
      福岡県、博多市
    • Year and Date
      2014-09-17 – 2014-09-19
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Relational analysis between R&D project characteristics and diversity of results” 22nd International Conference for Management of Technology2013

    • Author(s)
      Y. Kudo, I. Sakata, Y. Kajikawa, and K. Hashimoto,
    • Organizer
      IAMOT2013
    • Place of Presentation
      Porto Alegre, Brazil
    • Related Report
      2013 Annual Research Report
  • [Presentation] 機械学習を用いたビジネスパートナー推薦サービスの開発2012

    • Author(s)
      梶川裕矢
    • Organizer
      第4回横幹連合総合シンポジウム
    • Place of Presentation
      東京(日本大学)(招待講演)
    • Year and Date
      2012-11-01
    • Related Report
      2012 Annual Research Report
  • [Presentation] 企業データを用いた機械学習によるビジネスパートナー発見2012

    • Author(s)
      森純一郎、梶川裕矢
    • Organizer
      学術会議フォーラム「データと発見」(ポスター発表)
    • Place of Presentation
      東京(日本学術会議講堂)
    • Year and Date
      2012-09-10
    • Related Report
      2012 Annual Research Report
  • [Presentation] From Observation, Design, to Recommendation of Science, Technology, and Actor's Network2012

    • Author(s)
      Yuya Kajikawa
    • Organizer
      Symposium of Innovation Ecosystems in Learning Technologies and Education
    • Place of Presentation
      東京(電気通信大学)(招待講演)
    • Year and Date
      2012-05-16
    • Related Report
      2012 Annual Research Report

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Published: 2012-04-24   Modified: 2019-07-29  

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