Predicting Lending Risk with Machine Learning Models

Educational Resource
Author:Johri, Aditya
Abstract:

This scenario asks students to provide recommendations on the use of algorithms and machine learning models to make lending decisions at a bank in Germany. Contextually, past decisions based on these techniques have questionable results.

Keywords:
Information Sciences, Artificial Intelligence and Robotics, Ethics and Society, Privacy and Surveillance, Teaching Ethics, Case Study Method, Pedagogical Approaches
Rights:
Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA)
Language:
English
Publisher:
Online Ethics Center
Published Date:
2023
Related Links:
  • https://onlineethics.org/cases/george-mason-tech-ethics/predicting-lending-risk-machine-learning-models
    • Sponsoring Agency:
    NSF
    Notes:

    Case study

    Persistent Link:
    https://doi.org/10.18130/dva6-9w56