Towards Ethical and Socially Responsible Explainable AI by Mohammad Amir Khusru Akhtar & Mohit Kumar & Anand Nayyar
Author:Mohammad Amir Khusru Akhtar & Mohit Kumar & Anand Nayyar
Language: eng
Format: epub
ISBN: 9783031664892
Publisher: Springer Nature Switzerland
Metric
Description
Example
Applicability
Additional considerations
Equal opportunity
Ensuring that all individuals have equal access to opportunities
Providing job interviews for all applicants without discrimination
When seeking to eliminate biased decision-making processes
Acknowledging the importance of equal access and treatment
Protected attributes
Prohibiting the use of sensitive attributes in decision-making
Implementing measures to avoid gender-based discrimination in hiring
When designing AI systems for fair and unbiased decision-making
Considering the legal and ethical implications of using sensitive attributes
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