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
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ISBN | 9780999241196 |
ISSN | 1045-0823 |
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. |
URL | 查看来源 |
语种 | 英语English |
Scopus入藏号 | 2-s2.0-85125433936 |
引用统计 | |
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. |
条目包含的文件 | 条目无相关文件。 |
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