Technical Perspective The Impact of Auditing for Algorithmic Bias

被引:0
|
作者
Conitzer, Vincent [1 ,2 ]
Hadfield, Gillian K. [3 ,4 ]
Vallor, Shannon [5 ]
机构
[1] Carnegie Mellon Univ, Fdn Cooperat AI Lab, Pittsburgh, PA 15213 USA
[2] Univ Oxford, Inst Ethc AI, Oxford, England
[3] Univ Toronto, Schwartz Reisman Inst Technol & Soc, Toronto, ON, Canada
[4] Univ Toronto, Vector Inst Artificial Intelligence, Toronto, ON, Canada
[5] Univ Edinburgh, Ctr Technomoral Futures, Edinburgh, Midlothian, Scotland
关键词
D O I
10.1145/3571152
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页码:100 / 100
页数:1
相关论文
共 50 条
  • [1] Auditing Algorithmic Bias on Twitter
    Bartley, Nathan
    Abeliuk, Andres
    Ferrara, Emilio
    Lerman, Kristina
    PROCEEDINGS OF THE 13TH ACM WEB SCIENCE CONFERENCE, WEBSCI 2021, 2020, : 65 - 73
  • [2] Data's Impact on Algorithmic Bias
    Shin, Donghee
    Shin, Emily
    COMPUTER, 2023, 56 (06) : 90 - 94
  • [3] Hubness as a case of technical algorithmic bias in music recommendation
    Flexer, Arthur
    Doerfler, Monika
    Schlueter, Jan
    Grill, Thomas
    2018 18TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), 2018, : 1062 - 1069
  • [4] Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective
    Adomavicius, Gediminas
    Yang, Mochen
    ACM TRANSACTIONS ON MANAGEMENT INFORMATION SYSTEMS, 2022, 13 (03)
  • [5] Auditing Work: Exploring the New York City algorithmic bias audit regime
    Groves, Lara
    Metcalf, Jacob
    Kennedy, Alayna
    Vecchione, Briana
    Strait, Andrew
    PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024, 2024, : 1107 - 1120
  • [6] Technical Perspective: Database Repair Meets Algorithmic Fairness
    Getoor, Lise
    SIGMOD RECORD, 2020, 49 (01) : 33 - 33
  • [7] Antitrust, Amazon, and Algorithmic Auditing
    Dash, Abhisek
    Chakraborty, Abhijnan
    Ghosh, Saptarshi
    Mukherjee, Animesh
    Frankenreiter, Jens
    Bechtold, Stefan
    Gummadi, Krishna P.
    JOURNAL OF INSTITUTIONAL AND THEORETICAL ECONOMICS-ZEITSCHRIFT FUR DIE GESAMTE STAATSWISSENSCHAFT, 2024, 180 (02): : 319 - 346
  • [8] Bias does not equal bias: a socio-technical typology of bias in data-based algorithmic systems
    Lopez, Paola
    INTERNET POLICY REVIEW, 2021, 10 (04):
  • [9] Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract)
    Khademi, Aria
    Honavar, Vasant
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 13839 - 13840
  • [10] (Some) algorithmic bias as institutional bias
    Camila Hernandez Flowerman
    Ethics and Information Technology, 2023, 25