Algorithmic Accountability

Algorithmic Accountability is a governance framework that specifies the mechanisms, responsibilities, and verification processes through which algorithmic systems are held answerable for their societal impacts, distinguishing it from related governance concepts by its focus on transparent, auditable, and enforceable obligations in the design, deployment, and oversight of automated decision-making.

218

Publications

24.2K

Citations

526

Authors

231

Institutions

Publications per year

2017–2026

201

Parents

Algorithmic CultureAlgorithmic GovernanceAlgorithmic Mediation Of PoliticsArtificial Intelligence GovernanceArtificial Intelligence PolicyCivic TechnologyContent Moderation PolicyDigital AccountabilityDigital Communication EthicsDigital Culture Policy

Publications

218

The ethics of algorithms: Mapping the debate

Brent Mittelstadt, Patrick Allo, Mariarosaria Taddeo et al. · Big Data & Society · 2016 · 2.9K citations · Full text

Business, Computer Science, Information Systems +17

Seeing without knowing: Limitations of the transparency ideal and its application to algorithmic accountability

Mike Ananny, Kate Crawford · New Media & Society · 2016 · 1.6K citations

Computing, Computer Science, Computer Systems +14

Closing the AI accountability gap

Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White et al. · 2020 · 1K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Algorithmic Accountability

Nicholas Diakopoulos · Digital Journalism · 2014 · 681 citations

Management, Accounting, Public Policy +17

Accountability in algorithmic decision making

Nicholas Diakopoulos · Communications of the ACM · 2016 · 647 citations

Computing, Computer Science, Algorithms +11

1–5 of 218

Authors

526

ID
Inioluwa Deborah Raji
University of California, Berkeley, United States
8 publications · 1.5K citations
8
h-index
ME
Margot E. Kaminski
University of Colorado Denver, United States
8 publications · 565 citations
8
h-index
EM
Emanuel Moss
Data & Society Research Institute, United States
6 publications · 382 citations
6
h-index
JM
Jacob Metcalf
Data & Society Research Institute, United States
6 publications · 308 citations
6
h-index
JS
Jatinder Singh
University of Cambridge, United Kingdom
5 publications · 239 citations
5
h-index

1–5 of 526

Institutions

231

1–8 of 231

Venues

SSRN Electronic Journal
Repository · 25 publications · 1.1K citations
18
h-index
Big Data & Society
9 publications · 4K citations
9
h-index
arXiv (Cornell University)
Repository · 8 publications · 397 citations
8
h-index
2022 ACM Conference on Fairness, Accountability, and Transparency
Conference · 7 publications · 489 citations
7
h-index
AI & Society
6 publications · 525 citations
6
h-index

1–5