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Maximal information propagation with budgets
2020-08-24
会议录名称FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS
ISSN0922-6389
卷号325
页码211-218
发表状态已发表
DOI10.3233/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)
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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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