Explainability as a User Requirement for Artificial Intelligence Systems
Mladjan Jovanovic, Mia Schmitz
Abstract
As the capabilities of artificial intelligence (AI) systems constantly grow, so too does their complexity. The explainability toward their users is gaining attention, becoming a requirement that these systems should satisfy. We articulate user requirements for explainable AI systems.
Topics & Concepts
Computer scienceUser requirements documentArtificial intelligenceHuman–computer interactionSoftware engineeringExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningArtificial Intelligence in Healthcare and Education