Concepedia

Content Bias Analysis

Content Bias Analysis is a systematic scholarly method used in fairness review to identify, quantify, and evaluate representational, procedural, or structural biases in the content generated or processed by computational models, distinguishing it from broader fairness assessments by focusing specifically on the informational and semantic properties of the content.

250

Publications

11K

Citations

636

Authors

362

Institutions

Publications per year

2017–2026

79

Parents

Publications

250

A systematic approach to conducting review studies: An assessment of content analysis in 25 years of IB research

Ajai Gaur, Mukesh Kumar · Journal of World Business · 2017 · 687 citations

, , +14

Gender Bias in Student Evaluations

Kristina M.W. Mitchell, Jonathan W. Martin · PS Political Science & Politics · 2018 · 326 citations · Full text

, , +17

Content Analysis of Research Articles in Library and Information Science.

Kalervo Järvelin, Pertti Vakkari · Library & Information Science Research · 1990 · 186 citations

, , +14

Invisible Mothers: A Content Analysis of Motherhood Ideologies and Myths in Magazines

Deirdre D. Johnston · Sex Roles · 2003 · 182 citations

, , +13

Decoding ChatGPT: A taxonomy of existing research, current challenges, and possible future directions

Shahab Saquib Sohail, Faiza Farhat, Yassine Himeur et al. · Journal of King Saud University - Computer and Information Sciences · 2023 · 180 citations · Full text

, , +12

1–5 of 250

Authors

636

  1. HD
    Hans‐Dieter Daniel

    ETH Zurich, Switzerland

    3 publications · 115 citations

    3

    h-index

  2. JS
    Joseph Stubbersfield

    Durham University, United Kingdom

    3 publications · 102 citations

    3

    h-index

  3. LB
    Lutz Bornmann

    Max Planck Society, Germany

    3 publications · 115 citations

    3

    h-index

  4. JS
    Julian Schaap

    Erasmus University Rotterdam, Netherlands

    2 publications · 40 citations

    2

    h-index

  5. JS
    Jiao Sun

    Ningxia Academy of Agriculture and Forestry Sciences, China

    2 publications · 123 citations

    2

    h-index

1–5 of 636

Institutions

362

  1. Indiana University Bloomington

    Bloomington, United States

    4 h-index

    8 publications

    252 citations

  2. Michigan State University

    East Lansing, United States

    4 h-index

    5 publications

    130 citations

  3. Boston University

    Boston, United States

    4 h-index

    5 publications

    163 citations

  4. The University of Texas at Austin

    Austin, United States

    4 h-index

    8 publications

    221 citations

  5. Arizona State University

    Tempe, United States

    4 h-index

    5 publications

    125 citations

  6. The University of Queensland

    Brisbane, Australia

    4 h-index

    8 publications

    328 citations

  7. University of Toronto

    Toronto, Canada

    4 h-index

    6 publications

    222 citations

  8. University of Michigan

    Ann Arbor, United States

    3 h-index

    5 publications

    86 citations

1–8 of 362

Venues

  1. PLoS ONE

    6 publications · 212 citations

    6

    h-index

  2. Journal of Broadcasting & Electronic Media

    5 publications · 177 citations

    5

    h-index

  3. Sociology of Sport Journal

    SSJ · 3 publications · 250 citations

    3

    h-index

  4. Communication Methods and Measures

    CMM · 3 publications · 142 citations

    3

    h-index

  5. Health Communication

    3 publications · 49 citations

    3

    h-index

1–5