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ShanghaiTech University Knowledge Management System
Maximal information propagation with budgets | |
2020-08-24 | |
会议录名称 | FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS |
ISSN | 0922-6389 |
卷号 | 325 |
页码 | 211-218 |
发表状态 | 已发表 |
DOI | 10.3233/FAIA200095 |
摘要 | In this paper, we present an information propagation game on a network where the information is originated from a sponsor who is willing to pay a fixed total budget to the players who propagate the information. Our solution can be applied to real world situations such as advertising via social networks with limited budgets. The goal is to design a mechanism to distribute the budget such that all players in the social network are incentivized to propagate information to all their neighbours. We propose a family of mechanisms to achieve the goal, where propagating information to all neighbours is a dominant strategy for all players. Furthermore, we also consider the cases where the budget has to be completely shared. © 2020 The authors and IOS Press. |
会议录编者/会议主办者 | ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings ; Spanish Assoc Artificial Intelligence, Univ Santiago Compostela, Res Ctr Intelligent Technologies |
关键词 | Budget control Information disseminationDominant strategy Information propagation Maximal information Real world situations Total budget |
会议名称 | 24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 |
会议地点 | Santiago de Compostela, Online, Spain |
会议日期 | August 29, 2020 - September 8, 2020 |
收录类别 | EI ; CPCI ; CPCI-S |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000650971300027 |
出版者 | IOS Press BV |
EI入藏号 | 20204009294765 |
EI主题词 | Artificial intelligence |
原始文献类型 | Conference article (CA) |
引用统计 | 正在获取...
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文献类型 | 会议论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/124514 |
专题 | 信息科学与技术学院_本科生 信息科学与技术学院_PI研究组_赵登吉组 信息科学与技术学院_博士生 |
通讯作者 | Shi, Haomin |
作者单位 | ShanghaiTech University, China |
第一作者单位 | 上海科技大学 |
通讯作者单位 | 上海科技大学 |
第一作者的第一单位 | 上海科技大学 |
推荐引用方式 GB/T 7714 | Shi, Haomin,Zhang, Yao,Si, Zilin,et al. Maximal information propagation with budgets[C]//ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings, Spanish Assoc Artificial Intelligence, Univ Santiago Compostela, Res Ctr Intelligent Technologies:IOS Press BV,2020:211-218. |
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