A historical perspective of explainable Artificial Intelligence

• Published in: Wiley interdisciplinary reviews. Data mining and knowledge discovery Vol. 11; no. 1
• Main Authors: Confalonieri, Roberto, Coba, Ludovik, Wagner, Benedikt, Besold, Tarek R.
• Format: Journal Article
• Language: English
• Published: Hoboken, USA Wiley Periodicals, Inc 01.01.2021
• Subjects: explainable AI; explainable recommender systems; interpretable machine learning; neural‐symbolic reasoning

Explainability in Artificial Intelligence (AI) has been revived as a topic of active research by the need of conveying safety and trust to users in the “how” and “why” of automated decision‐making in different applications such as autonomous driving, medical diagnosis, or banking and finance. While...