---
title: Algorithmic Fairness and Transparency
type: concept
frequency: 3
papers_count: 3
related_concepts:
  - Algorithmic Bias in Social Services
  - AI Literacy
  - Ethical AI in Education
  - AI Literacy in Social Work Education
  - Predictive Analytics in Social Work
tags:
  - concept
---
# Algorithmic Fairness and Transparency

## Definition

The requirement that AI systems used in social services be interpretable, auditable, and demonstrably fair across different demographic groups, enabling social workers to scrutinize and evaluate the equity of algorithmic decisions.

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[Algorithmic Bias in Social Services]] | 2 |
| [[AI Literacy]] | 1 |
| [[Ethical AI in Education]] | 1 |
| [[AI Literacy in Social Work Education]] | 1 |
| [[Predictive Analytics in Social Work]] | 1 |
| [[AI Literacy for Social Workers]] | 1 |

## Papers

- [[Conceptualizing AI literacy- An exploratory review]]
- [[The role of artificial intelligence (AI) and machine learning in social work practice]]
- [[Research on the application risks and countermeasures of ChatGPT generative artificial intelligence in social work]]

## Assessment-Divergenz

Von 2 bewerteten Papers: 0 Divergenzen (0%)

