Concepedia

Algorithmic Bias

Algorithmic Bias is a systematic and unfair distortion in the outputs of an algorithmic system that results from the design, data, or deployment context, thereby differentiating it from general computational errors or statistical inaccuracies by its ethical and societal implications in decision-making processes.

440

Publications

45.4K

Citations

1.4K

Authors

646

Institutions

Publications per year

2017–2026

418

Variants

Algorithmic Discrimination

Parents

Publications

440

Algorithm aversion: People erroneously avoid algorithms after seeing them err.

Berkeley J. Dietvorst, Joseph P. Simmons, Cade Massey · Journal of Experimental Psychology General · 2014 · 2.5K citations

, , +13

Big Data's Disparate Impact

Solon Barocas, Andrew D. Selbst · SSRN Electronic Journal · 2016 · 2.1K citations · Full text

, , +17

Bias in computer systems

Batya Friedman, Helen Nissenbaum · ACM Transactions on Information Systems · 1996 · 1.1K citations · Full text

, , +14

Algorithmic Bias? An Empirical Study of Apparent Gender-Based Discrimination in the Display of STEM Career Ads

Anja Lambrecht, Catherine E. Tucker · Management Science · 2019 · 814 citations · Full text

, , +17

Addressing Bias in Artificial Intelligence in Health Care

Ravi B. Parikh, Stephanie Teeple, Amol S. Navathe · JAMA · 2019 · 766 citations

, , +14

1–5 of 440

Authors

1.4K

  1. SM
    Sendhil Mullainathan

    University of Chicago, United States

    6 publications · 206 citations

    6

    h-index

  2. EF
    Emilio Ferrara

    University of Southern California, United States

    5 publications · 924 citations

    5

    h-index

  3. JK
    Jon Kleinberg

    Cornell University, United States

    5 publications · 910 citations

    5

    h-index

  4. CC
    Carlos Castillo

    Yahoo (Spain), Spain

    4 publications · 453 citations

    4

    h-index

  5. SA
    Shahriar Akter

    University of Wollongong, Australia

    4 publications · 755 citations

    4

    h-index

1–5 of 1.4K

Institutions

646

  1. Carnegie Mellon University

    Pittsburgh, United States

    12 h-index

    28 publications

    3.1K citations

  2. Cornell University

    Ithaca, United States

    10 h-index

    21 publications

    6.2K citations

  3. Stanford University

    Stanford, United States

    10 h-index

    12 publications

    1.2K citations

  4. University of Michigan

    Ann Arbor, United States

    10 h-index

    12 publications

    1.4K citations

  5. New York University

    New York, United States

    10 h-index

    14 publications

    936 citations

  6. University of Oxford

    Oxford, United Kingdom

    10 h-index

    22 publications

    1.8K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    9 h-index

    14 publications

    1.7K citations

  8. University of Pennsylvania

    Philadelphia, United States

    9 h-index

    17 publications

    12K citations

1–8 of 646

Venues

  1. SSRN Electronic Journal

    Repository · 22 publications · 3.4K citations

    18

    h-index

  2. arXiv (Cornell University)

    Repository · 22 publications · 904 citations

    17

    h-index

  3. Communications of the ACM

    6 publications · 761 citations

    6

    h-index

  4. Internet Policy Review

    4 publications · 223 citations

    4

    h-index

  5. Scientific Reports

    4 publications · 328 citations

    4

    h-index

1–5