---
title: Explainable AI (XAI)
type: concept
frequency: 5
papers_count: 5
related_concepts:
  - Algorithmic Bias
  - AI Literacy
  - Human-AI Collaboration
  - Intersectional Feminism in Technology
  - Algorithmic Fairness in Education
tags:
  - concept
---
# Explainable AI (XAI)

## Definition

Ansatz zur Gestaltung von Machine-Learning-Modellen mit nachvollziehbarer Logik für Entscheidungsfindung, insbesondere relevant in sozialen und administrativen Kontexten wo Transparenz und Rechenschaftspflicht essentiell sind.

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[Algorithmic Bias]] | 2 |
| [[AI Literacy]] | 2 |
| [[Human-AI Collaboration]] | 2 |
| [[Intersectional Feminism in Technology]] | 1 |
| [[Algorithmic Fairness in Education]] | 1 |
| [[Algorithmic Decision Support]] | 1 |
| [[Algorithmic Fairness in Social Services]] | 1 |
| [[Human-in-the-Loop Decision Support]] | 1 |

## Papers

- [[Feminist Perspectives on AI- Ethical Considerations in Algorithmic Decision-Making]]
- [[Towards responsible AI for education- Hybrid human-AI to confront the Elephant in the room]]
- [[AI literacy for users – A comprehensive review and future research directions of learning methods, components, and effects]]
- [[Mitigating trust-induced inappropriate reliance on AI assistance]]
- [[AI implementation science for social issues- Pitfalls and tips]]

## Assessment-Divergenz

Von 4 bewerteten Papers: 3 Divergenzen (75%)

