Knowledge Commons of Institute of Automation,CAS
A Probabilistic Mechanism Design for Online Auctions | |
Zhang, Jie1,2,4,5; Li, Linjing1; Wang, Fei-Yue1,2,3,4 | |
发表期刊 | IEEE ACCESS |
2017 | |
卷号 | 2017期号:.5页码:10782-10794 |
文章类型 | Article |
摘要 | Recently, there has been a rapid growth of the online auctions in e-commerce platforms, in which small and/or medium-sized enterprises (SMEs) heavily depend on the advertising systems. In this paper, we design flexible mechanisms to reduce the competition of SMEs without affecting competitive large companies in order to maximize the profit of e-commerce platform and to keep the ecosystem healthy. A probabilistic pricing mechanism design approach is investigated for online auctions. Utilizing this approach, we introduce the notation of simple mechanisms as a tool for designing new mechanisms. Based on a simple and a classical, the proposed mechanism probabilistic mechanisms are designed and their properties are analyzed. Furthermore, we devise two mechanism design algorithms for different application scenarios. Experiments are presented to demonstrate the flexibility and the effectiveness of the proposed probabilistic mechanism design approach. |
关键词 | Mechanism Design Online Auctions Randomized Mechanisms E-commerce Computational Experiments Probabilistic Mechanism Design |
WOS标题词 | Science & Technology ; Technology |
DOI | 10.1109/ACCESS.2017.2705120 |
关键词[WOS] | AD AUCTIONS |
收录类别 | SCI ; SSCi |
语种 | 英语 |
项目资助者 | National Natural Science Foundation of China(71402178 ; 61233001 ; 61374105 ; 61533019 ; 71232006 ; 71202169 ; 71472174) |
WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
WOS类目 | Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications |
WOS记录号 | WOS:000404360000067 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/15252 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Qingdao Acad Intelligent Ind, Inst Parallel Econ, Qingdao 266000, Shandong, Peoples R China 3.Natl Univ Def Technol, Res Ctr Computat Expt & Parallel Syst Technol, Changsha 410073, Hunan, Peoples R China 4.Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100049, Peoples R China 5.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 100049, Peoples R China |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Zhang, Jie,Li, Linjing,Wang, Fei-Yue. A Probabilistic Mechanism Design for Online Auctions[J]. IEEE ACCESS,2017,2017(.5):10782-10794. |
APA | Zhang, Jie,Li, Linjing,&Wang, Fei-Yue.(2017).A Probabilistic Mechanism Design for Online Auctions.IEEE ACCESS,2017(.5),10782-10794. |
MLA | Zhang, Jie,et al."A Probabilistic Mechanism Design for Online Auctions".IEEE ACCESS 2017..5(2017):10782-10794. |
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