Beyond explainability
Justifiability and contestability of algorithmic decision systems
Bibliographic Data
| ID | 20398692 |
|---|---|
| Authors | Clément Henin (0000-0002-7615-9988, Lyon 1 Université, corresponding author), Daniel Le Métayer (Lyon 1 Université, corresponding author) |
| Year | 2022 |
| Volume | 37 |
| Issue | 4 |
| Pages | 1397-1410 |
| Publication date | 2022-12-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | AI & Society (JOURNAL) |
| Journal identifiers | ISSN: 0951-5666 • E-ISSN: 1435-5655 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s00146-021-01251-8 |
| OpenAlex | W3173027639 |
| Language | EN |
| Citations received | 10 |
| References cited | 42 |
Business · Computer security · Decision system · Economics · Epistemology · Law and economics · Legitimacy · Operationalization · Operations research · Performing arts · Political science · Politics · Adversarial Robustness in Machine Learning · Computer Science · Ethics and Social Impacts of AI · Explainable Artificial Intelligence (XAI · Law · Mathematics · Philosophy
Nichtwissen bei maschinellem Lernen
Contestation in artificial intelligence as a practice
Policy advice and best practices on bias and fairness in AI
Justifiability and AI
What happens when AI tells our stories? Ambient authorship, cultural explainability, and digital voice
Net versus relative impacts in public policy automation
Responsible automatically processable regulation
Using artificial intelligence to enhance patient autonomy in healthcare decision-making
Transparency in AI
The Root of Algocratic Illegitimacy
Model Cards for Model Reporting
Explanation in artificial intelligence
Principles for allocation of scarce medical interventions
Peeking Inside the Black-Box
Explaining Explanations in AI
How AI can be a force for good
Explainable Artificial Intelligence (XAI)
Why a Right to Explanation of Automated Decision-Making Does Not Exist in the General Data Protection Regulation
Analysing and Assessing Accountability
Managing Legitimacy
Transparency as design publicity
Artificial intelligence, transparency, and public decision-making
Algorithmic Accountability and Public Reason
The Threat of Algocracy
Seeing without knowing
From What to How
Governance’ as a bridge between disciplines
Fairness in Criminal Justice Risk Assessments
Disentangling patient and public involvement in healthcare decisions
| Citations per year | 5 |
|---|---|
| Citation span | 2024 - 2026 (3) |
| Highly cited | No |