Incentive-Compatible Selection for One or Two Influentials
2023-06-13
会议录名称ARXIV
发表状态已发表
DOIarXiv:2306.07707
摘要

Selecting influentials in networks against strategic manipulations has attracted many researchers’ attention and it also has many practical applications. Here, we aim to select one or two influentials in terms of progeny (the influential power) and prevent agents from manipulating their edges (incentive compatibility). The existing studies mostly focused on selecting a single influential for this setting. Zhang et al. [2021] studied the problem of selecting one agent and proved an upper bound of 1/(1 + ln 2) to approximate the optimal selection. In this paper, we first design a mechanism to actually reach the bound. Then, we move this forward to choosing two agents and propose a mechanism to achieve an approximation ratio of (3 + ln 2)/(4(1 + ln 2)) (≈ 0.54).

会议名称32nd International Joint Conference on Artificial Intelligence (IJCAI)
出版地ALBERT-LUDWIGS UNIV FREIBURG GEORGES-KOHLER-ALLEE, INST INFORMATIK, GEB 052, FREIBURG, D-79110, GERMANY
会议地点null,Macao,PEOPLES R CHINA
会议日期AUG 19-25, 2023
URL查看原文
收录类别CPCI-S
语种英语
资助项目Science and Technology Commission of Shanghai Municipality[22ZR1442200] ; Shanghai Frontiers Science Center of Human-centered Artificial Intelligence (ShangHAI)[23010503000]
WOS研究方向Computer Science
WOS类目Computer Science, Theory& Methods
WOS记录号PPRN:73311779
出版者IJCAI-INT JOINT CONF ARTIF INTELL
文献类型会议论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/348037
专题信息科学与技术学院_硕士生
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
作者单位
ShanghaiTech Univ, Shanghai, Peoples R China
第一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
Zhao, Yuxin,Zhang, Yao,Zhao, Dengji. Incentive-Compatible Selection for One or Two Influentials[C]. ALBERT-LUDWIGS UNIV FREIBURG GEORGES-KOHLER-ALLEE, INST INFORMATIK, GEB 052, FREIBURG, D-79110, GERMANY:IJCAI-INT JOINT CONF ARTIF INTELL,2023.
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