Computing Bias in AP Computer Science Principles

Definition

Computing bias refers to unfair or discriminatory outcomes resulting from biased algorithms or data used in computer systems. It can perpetuate social inequalities or reinforce stereotypes.

Related terms

Algorithmic Bias: Algorithmic bias refers to the tendency of algorithms to produce discriminatory or unfair results due to biases in the data or design.

Data Bias: Data bias occurs when the data used for training machine learning models is unrepresentative or contains inherent biases.

Fairness in AI: Fairness in AI focuses on developing algorithms and systems that avoid discrimination and ensure equitable outcomes for all individuals.