Information Disclosure Game on Sharing Platforms

被引:0
作者
Ding, Ningning [1 ]
Fang, Zhixuan [2 ,3 ]
Huang, Jianwei [4 ,5 ]
机构
[1] Chinese Univ Hong Kong, Dept Informat Engn, Hong Kong, Peoples R China
[2] Tsinghua Univ, Beijing, Peoples R China
[3] Shanghai Qi Zhi Inst, Shanghai, Peoples R China
[4] Chinese Univ Hong Kong, Sch Sci & Engn, Shenzhen, Peoples R China
[5] Shenzhen Inst Artificial Intelligence & Robot Soc, Shenzhen, Peoples R China
来源
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2020年
关键词
information disclosure; pricing; competition; sharing platform; game theory;
D O I
10.1109/GLOBECOM42002.2020.9322642
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Sharing platforms have facilitated the redistribution of underused resources by providing convenient online market-places for individual sellers and buyers. However, the sellers on these platforms may not fully disclose the information of their shared commodities, due to strategic behaviors or privacy concerns. Sellers' strategic information disclosure significantly affects buyers' user experiences and platforms' reputation. This paper presents one of the first analytical studies on information disclosure and pricing strategies of competing sellers on a sharing platform. In particular, we propose a three-stage game framework to capture sellers' strategic behaviors and buyers' decisions. Although the corresponding optimization problem is non-convex, we arc able to completely characterize the complex market equilibria. We demonstrate that full disclosure by all sellers or non-disclosure by all sellers will both lead to intense price competition. We prove that the former all-disclosure case is never an equilibrium even when all sellers have good commodity qualities and low privacy costs, while the latter non-disclosure case can be an equilibrium under which all sellers get zero profit. Interestingly, we also reveal that buyers' estimation biases encourage information disclosure as they mitigate the competition among sellers.
引用
收藏
页数:6
相关论文
共 15 条
  • [1] Board O., 2003, WORKING PAPER
  • [2] COMPETITION AND DISCLOSURE
    Board, Oliver
    [J]. JOURNAL OF INDUSTRIAL ECONOMICS, 2009, 57 (01) : 197 - 213
  • [3] Costly information disclosure in oligopoly
    Cheong, I
    Kim, JY
    [J]. JOURNAL OF INDUSTRIAL ECONOMICS, 2004, 52 (01) : 121 - 132
  • [4] CHOICES FROM IDENTICAL OPTIONS
    CHRISTENFELD, N
    [J]. PSYCHOLOGICAL SCIENCE, 1995, 6 (01) : 50 - 55
  • [5] Ding N., 2020, ONLINE TECHNICAL REP
  • [6] Selling privacy at auction
    Ghosh, Arpita
    Roth, Aaron
    [J]. GAMES AND ECONOMIC BEHAVIOR, 2015, 91 : 334 - 346
  • [7] Hotz V. J., 2011, ECON INQ
  • [8] Huang QS, 2019, IEEE DECIS CONTR P, P2201, DOI 10.1109/CDC40024.2019.9029597
  • [9] Janssen M. C., 2014, ECON J
  • [10] QUALITY DISCLOSURE AND COMPETITION
    Levin, Dan
    Peck, James
    Ye, Lixin
    [J]. JOURNAL OF INDUSTRIAL ECONOMICS, 2009, 57 (01) : 167 - 196