Foundations of Explainable Knowledge-Enabled Systems

Understand

Explainability has been an important goal since the early days of Artificial Intelligence.

• Several approaches for producing explanations have been developed.
• However, many of these approaches were tightly coupled with the capabilities of the artificial intelligence systems at the time.
• With the proliferation of AI-enabled systems in sometimes critical settings, there is a need for them to be explainable to end-users and decision-makers.