Explainable AI Within the Digital Transformation and Cyber Physical Systems
- Springer International Publishing
- 2021
- Gebunden
- 208 Seiten
- ISBN 9783030764081
This book presents Explainable Artificial Intelligence (XAI), which aims at producing explainable models that enable human users to understand and appropriately trust the obtained results. The authors discuss the challenges involved in making machine learning-based AI explainable. Firstly, that the explanations must be adapted to different stakeholders (end-users, policy makers, industries, utilities etc.) with different levels of technical knowledge (managers, engineers, technicians, etc.) in different application domains. Secondly, that it is important to develop an evaluation framework and standards in order to measure the effectiveness of the provided explanations at the human and the technical levels. This book gathers research contributions aiming at the development and/or
Mehr
Weniger
zzgl. Versand
in Kürze