ShanghaiTech University Knowledge Management System
Incentive-Compatible Selection for One or Two Influentials | |
2023-06-13 | |
会议录名称 | ARXIV |
发表状态 | 已发表 |
DOI | arXiv: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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