학술논문

A Framework for Trustworthy AI in Credit Risk Management: Perspectives and Practices
Document Type
Periodical
Source
Computer. 56(5):28-40 May, 2023
Subject
Computing and Processing
Analytical models
Computational modeling
Computer architecture
Risk management
Reliability
Artificial intelligence
Language
ISSN
0018-9162
1558-0814
Abstract
We present a reference architecture for trustworthy artificial intelligence based on three key tenets (usable, reliable, and transparent) and analyze its applicability in managing the challenges involved in the credit risk model from a practitioner’s perspective. We propose a holistic approach covering relevant concerns in practical implementations.