Human Centric Mechanism Design for Crowdsourcing
| Project/Area Number |
15H02751
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | National Institute of Advanced Industrial Science and Technology (2017)
Kyushu University (2015-2016) |
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Principal Investigator |
Sakurai Yuko 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員 (10396137)
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| Co-Investigator(Kenkyū-buntansha) |
横尾 真 九州大学, システム情報科学研究院, 主幹教授 (20380678)
篠田 正人 奈良女子大学, 自然科学系, 教授 (50271044)
松田 昌史 日本電信電話株式会社NTTコミュニケーション科学基礎研究所, 協創情報研究部, 研究員 (60396140)
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| Co-Investigator(Renkei-kenkyūsha) |
OYAMA Satoshi 北海道大学, 情報科学研究科, 准教授 (30346100)
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| Project Period (FY) |
2015-04-01 – 2018-03-31
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| Project Status |
Completed (Fiscal Year 2017)
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| Budget Amount *help |
¥12,220,000 (Direct Cost: ¥9,400,000、Indirect Cost: ¥2,820,000)
Fiscal Year 2017: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2016: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2015: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
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| Keywords | クラウドソーシング / メカニズム設計 / マルチエージェントシステム / ヒューマンコンピュテーション / メカニズムデザイン / ヒューマンコンピューテーション |
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| Outline of Final Research Achievements |
Crowdsourcing is a platform to realize human computation which aims to find a solution for a complicated problem by combining computation and human knowledge. In crowdsourcing, mechanism design considering a diversity of workers is an important issue to obtain a desirable outcome, since a requester asks an unspecified number of workers to do a task. Therefore, in this research project, we have reconstructed the theory of mechanism design from a human centric point of view by considering human feasibility. More specifically, we mainly have studied (1) the issue of workers' communication, (2) the issue of estimating a worker's ability, and (3) the issue of organizing workers' teams. We have developed several mechanisms and algorithms by integrating the techniques from social phycology, machine learning, and muliti-agent systems.
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Report
(4 results)
Research Products
(27 results)
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[Presentation] Crowdsourcing Mechanism Design2017
Author(s)
Yuko Sakurai, Masafumi Matsuda, Masato Shinoda, and Satoshi Oyama
Organizer
The 20th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA2017)
Related Report
Int'l Joint Research
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[Presentation] Flexible Reward Plans for Crowdsourced Tasks2015
Author(s)
Yuko Sakurai, Masato Shinoda, Satoshi Oyama, Makoto Yokoo
Organizer
18th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA2015)
Place of Presentation
Bertinoro, Italy
Year and Date
2015-10-26
Related Report
Int'l Joint Research
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