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Human Centric Mechanism Design for Sharing Society

Research Project

Project/Area Number 17KK0008
Research Category

Fund for the Promotion of Joint International Research (Fostering Joint International Research)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionNagoya Institute of Technology (2022)
National Institute of Advanced Industrial Science and Technology (2017-2021)

Principal Investigator

Sakurai Yuko  名古屋工業大学, 工学(系)研究科(研究院), 教授 (10396137)

Project Period (FY) 2018 – 2022
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥9,880,000 (Direct Cost: ¥7,600,000、Indirect Cost: ¥2,280,000)
Keywordsマルチエージェントシステム / ゲーム理論 / クラウドソーシング / メカニズム設計 / ライドシェアリング / ヒューマンコンピュテーション / シェアリングエコノミー
Outline of Final Research Achievements

This study aims to develop a human-centeric mechanism design theory for a new economic system, namely sharing services, which effectively utilizes limited resources. The main focus areas of this research are crowdsourcing in the context of sharing services and ride-sharing. The study encompasses research on quality control of workers' tasks in crowdsourcing, efficient algorithm development for proper team formation based on workers' abilities, and the development of fair allocation algorithms for ride-sharing. In addition to multi-agent system technology, optimization techniques, machine learning, and other approaches were applied to develop foundational technologies for sharing services.

Academic Significance and Societal Importance of the Research Achievements

近年,シェアリングサービスの発展は目覚ましく,主要な経済システムの一つとして位置づけられるようになった.クラウドソーシングやライドシェアリングの市場規模は今後も拡大することが予想される.本研究で開発した,クラウドソーシングにおける作業品質制御手法やライドシェアリングにおける公平な配車割当てアルゴリズム等は各サービスの基盤技術になりえると考えられ,学術的意義や社会的意義は大きいと考える.

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (17 results)

All 2022 2021 2020 2019 2018

All Int'l Joint Research (1 results) Journal Article (6 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 6 results,  Open Access: 3 results) Presentation (10 results) (of which Int'l Joint Research: 9 results)

  • [Int'l Joint Research] アデレード大学(オーストラリア)2018

    • Year and Date
      2018-12-31
    • Related Report
      2022 Annual Research Report
  • [Journal Article] Mitigating Fairness and Efficiency Tradeoff in Vehicle-Dispatch Problems2022

    • Author(s)
      Ota Masato、Sakurai Yuko、Guo Mingyu、Noda Itsuki
    • Journal Title

      Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection. PAAMS 2022.

      Volume: 13616 Pages: 307-319

    • DOI

      10.1007/978-3-031-18192-4_25

    • ISBN
      9783031181917, 9783031181924
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Sample Complexity of Learning Multi-value Opinions in Social Networks2022

    • Author(s)
      Shinoda Masato, Sakurai Yuko, Oyama Satoshi
    • Journal Title

      the series Lecture Notes in Computer Science, Principles and Practice of Multi-Agent Systems, 2022

      Volume: 13753 Pages: 192-207

    • DOI

      10.1007/978-3-031-21203-1_12

    • ISBN
      9783031212024, 9783031212031
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Adjustment of the Number of Ride-Sharing Vehicles by Introducing the predeclaration on the expected time period of use2021

    • Author(s)
      太田 真人,櫻井 祐子,岡留 剛,野田 五十樹
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 36 Issue: 6 Pages: AG21-K_1-9

    • DOI

      10.1527/tjsai.36-6_AG21-K

    • NAID

      130008110424

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2021-11-01
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Gini index based initial coin offering mechanism2021

    • Author(s)
      Guo Mingyu、Wang Zhenghui、Sakurai Yuko
    • Journal Title

      Autonomous Agents and Multi-Agent Systems

      Volume: 36 Issue: 1 Pages: 7-7

    • DOI

      10.1007/s10458-021-09536-4

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Partition decision trees: representation for efficient computation of the Shapley value extended to games with externalities2020

    • Author(s)
      Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael J. Wooldridge and Makoto Yokoo
    • Journal Title

      Autonomous Agents and Multi-Agent Systems

      Volume: 34 Issue: 1 Pages: 11-11

    • DOI

      10.1007/s10458-019-09429-7

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Aggregating Crowd Opinions Using Shapley Value Regression2018

    • Author(s)
      Yuko Sakurai, Jun Kawahara, Satoshi Oyama
    • Journal Title

      Lecture Notes in Computer Science: MIWAI 2018: Multi-disciplinary Trends in Artificial Intelligence

      Volume: 11248 Pages: 151-160

    • DOI

      10.1007/978-3-030-03014-8_13

    • ISBN
      9783030030131, 9783030030148
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Presentation] Mitigating Fairness and Efficiency Tradeoff in Vehicle-Dispatch Problems2022

    • Author(s)
      Masato Ota, Yuko Sakurai, Mingyu Guo, Itsuki Noda
    • Organizer
      The 20th International Conference on Practical Applications of Agents and Multi-Agent Systems
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sample Complexity of Learning Multi-value Opinions in Social Networks2022

    • Author(s)
      Masato Shinoda, Yuko Sakurai, Satoshi Oyama
    • Organizer
      The 24th International Conference on Principles and Practice of Multi-Agent Systems
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mechanism Design for Public Projects via Neural Networks2021

    • Author(s)
      Guanhua Wang, Runqi Guo, Yuko Sakurai, Muhammad Ali Babar and Mingyu Guo
    • Organizer
      20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Robustness against Agent Failure in Hedonic Games2019

    • Author(s)
      Ayumi Igarashi
    • Organizer
      The 18th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Robustness against Agent Failure in Hedonic Games2019

    • Author(s)
      Ayumi Igarashi
    • Organizer
      The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Solving Coalition Structure Generation Problems over Weighted Graph2019

    • Author(s)
      Emi Watanabe
    • Organizer
      The 22nd International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Deep False-Name-Proof Auction Mechanisms2019

    • Author(s)
      Yuko Sakurai
    • Organizer
      The 22nd International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of Coalition Formation in Cooperative Games Using Crowdsourcing and Machine Learning2019

    • Author(s)
      Yuko Sakurai
    • Organizer
      Australasian Conference on Artificial Intelligence 2019 (AI 2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 協力グラフゲームにおける提携構造形成問題2019

    • Author(s)
      渡部 恵海,越村 三幸,櫻井 祐子,横尾 真
    • Organizer
      2019年度人工知能学会全国大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Aggregating Crowd Opinions Using Shapley Value Regression2018

    • Author(s)
      Yuko Sakurai, Jun Kawahara, Satoshi Oyama
    • Organizer
      MIWAI 2018: Multi-disciplinary Trends in Artificial Intelligence
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research

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Published: 2018-01-25   Modified: 2025-01-30  

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