Software Fairness: An Analysis and Survey

Understand

In the last decade, researchers have studied fairness as a software property.

• In particular, how to engineer fair software systems? This includes specifying, designing, and validating fairness properties.
• However, the landscape of works addressing bias as a software engineering concern is unclear, i.e., techniques and studies that analyze the fairness properties of learning-based software.
• In this work, we provide a clear view of the state-of-the-art in software fairness analysis.