Concepedia

Accountability in algorithmic decision making

Nicholas Diakopoulos

Communications of the ACM · 2016 · 647 citations · 15 references

Concepts

ComputingComputer ScienceAlgorithmsAccountabilityAlgorithmic FairnessAlgorithmic GovernanceDigital JournalismEthics Of Automated Decision-makingJournalism StudiesAccountability Of Algorithmic SystemsAlgorithmic AccountabilityAlgorithmic Decision-making OversightGovernance Of AlgorithmsHuman-in-the-loop Decision Making

Abstract

A view from computational journalism.

References

15

Certifying and Removing Disparate Impact

Michael Feldman, Sorelle A. Friedler, John Moeller et al. · 2015 · 1.8K citations

Computing, Data Science, Assessment Fairness +16

Explaining collaborative filtering recommendations

Jonathan L. Herlocker, Joseph A. Konstan, John Riedl · 2000 · 1.7K citations

Computing, Computer Science, Machine Learning +15

On "Software engineering"

E. N. Miya · ACM SIGSOFT Software Engineering Notes · 1985 · 1.1K citations · Full text

Computing, Computer Science, Requirements Engineering +10

Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model

Benjamin Letham, Cynthia Rudin, Tyler H. McCormick et al. · The Annals of Applied Statistics · 2015 · 777 citations · Full text

Computing, Cardiology, Computer Science +17

Algorithmic Accountability

Nicholas Diakopoulos · Digital Journalism · 2014 · 681 citations

Management, Accounting, Public Policy +17