Give us a little social credit: to design or to discover personal ratings in the era of Big Data

被引:11
|
作者
Devereaux, Abigail [1 ]
Peng, Linan [2 ]
机构
[1] NYU, Econ, New York, NY 10003 USA
[2] Texas Tech Univ, Free Market Inst, Lubbock, TX 79409 USA
关键词
Institutions; design; formation; and operations; Institutions and the macroeconomy; MARKET; TRUST;
D O I
10.1017/S1744137419000754
中图分类号
F [经济];
学科分类号
02 ;
摘要
In 2014, the State Council of the Chinese Communist Party announced the institution of a social credit system by 2020, a follow-up to a similar statement on the creation of a social credit system issued by the State Council in 2007. Social credit ratings of the type being developed by the State Council in partnership with Chinese companies go beyond existing financial credit ratings in an attempt to project less-tangible personal characteristics like trustworthiness, criminal tendencies, and group loyalty onto a single scale. The emergence of personal credit ratings is enabled by Big Data, automated decision-making processes, machine learning, and facial recognition technology. It is quite likely that various kinds of personal and social credit ratings shall become reality in the near future. We explore China's version of its social credit system so far, compare the welfare and epistemological qualities of an ecology of personal ratings emanating from polycentric sources versus a social credit rating, and discuss whether a social credit system in an ideologically driven state is less a tool to maximize social welfare through trustworthiness provision and more a method of preventing and punishing deviance from a set of party-held ideological values.
引用
收藏
页码:369 / 387
页数:19
相关论文
共 50 条
  • [1] Forecasting corporate credit ratings using big data from social media
    Chen, Yuh-Jen
    Chen, Yuh-Min
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 207
  • [2] Research on Personal Information Security on Social Network in Big Data Era
    Li Yuqing
    2017 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA), 2017, : 676 - 678
  • [3] Personal Data Rights in the Era of Big Data
    Xiao, Cheng
    SOCIAL SCIENCES IN CHINA, 2019, 40 (03) : 174 - 188
  • [4] DATA PROTECTION IN AN ERA OF BIG DATA: THE CHALLENGES POSED BY BIG PERSONAL DATA
    Paterson, Moira
    McDonagh, Maeve
    MONASH UNIVERSITY LAW REVIEW, 2018, 44 (01): : 1 - 31
  • [5] Personal privacy protection in the era of big data
    Liu, Yahui
    Zhang, Tieying
    Jin, Xiaolong
    Cheng, Xueqi
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2015, 52 (01): : 229 - 247
  • [6] Social Science in the Era of Big Data
    Gonzalez-Bailon, Sandra }
    POLICY AND INTERNET, 2013, 5 (02): : 147 - 160
  • [7] Personal Data Protection in Big Data Era: Argument and Reflection
    Gao Min
    Kuang Xingxuan
    Sun Yu
    PROCEEDINGS OF 2014 INTERNATIONAL CONFERENCE ON PUBLIC ADMINISTRATION (10TH), VOL I, 2014, : 717 - 722
  • [8] The Issues of Implementing Legislation on Personal Data in the Era of Big Data
    Savelyev, Alexander
    PRAVO-ZHURNAL VYSSHEI SHKOLY EKONOMIKI, 2015, (01): : 43 - 66
  • [9] The Mining of Personal Medical Information in the Era of Big Data
    Zhang, Xiaopeng
    NEW INDUSTRIALIZATION AND URBANIZATION DEVELOPMENT ANNUAL CONFERENCE: THE INTERNATIONAL FORUM ON NEW INDUSTRIALIZATION DEVELOPMENT IN BIG-DATA ERA, 2015, : 665 - 670
  • [10] A research on personal credit rating under big-data
    Chen, Yong
    Nie, Erbao
    Chen, Shaozhen
    ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS II, 2018, 1955