科研成果详情

题名Game-theoretic Analysis of Effort Allocation of Contributors to Public Projects
作者
发表日期2021
会议名称30th International Joint Conference on Artificial Intelligence, IJCAI 2021
会议录名称IJCAI International Joint Conference on Artificial Intelligence
ISBN9780999241196
ISSN1045-0823
页码405-411
会议日期August 19-27, 2021
会议地点Virtual, Online
摘要

Public projects can succeed or fail for many reasons such as the feasibility of the original goal and coordination among contributors. One major reason for failure is that insufficient work leaves the project partially completed. For certain types of projects anything short of full completion is a failure (e.g., feature request on software projects in GitHub). Therefore, project success relies heavily on individuals allocating sufficient effort. When there are multiple public projects, each contributor needs to make decisions to best allocate his/her limited effort (e.g., time) to projects while considering the effort allocation decisions of other strategic contributors and his/her parameterized utilities based on values and costs for the projects. In this paper, we introduce a game-theoretic effort allocation model of contributors to public projects for modeling effort allocation of strategic contributors. We study the related Nash equilibrium (NE) computational problems and provide NP-hardness results for the existence of NE and polynomial-time algorithms for finding NE in restricted settings. Finally, we investigate the inefficiency of NE measured by the price of anarchy and price of stability.

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语种英语English
Scopus入藏号2-s2.0-85125433936
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文献类型会议论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/9229
专题个人在本单位外知识产出
通讯作者Soundy, Jared
作者单位
University of Nebraska - Lincoln,
推荐引用方式
GB/T 7714
Soundy, Jared,Wang, Chenhao,Stevens, Clayet al. Game-theoretic Analysis of Effort Allocation of Contributors to Public Projects[C], 2021: 405-411.
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