Towards Ethical and Socially Responsible Explainable AI

Challenges and Opportunities
2024
ISBN: 978-3-031-66488-5
Verlag: Springer Nature Switzerland

Buch, Englisch, Band 551, 363 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 740 g

Reihe: Studies in Systems, Decision and Control

"Dive deep into the evolving landscape of AI with 'Towards Ethical and Socially Responsible Explainable AI'. This transformative book explores the profound impact of AI on society, emphasizing transparency, accountability, and fairness in decision-making processes. It offers invaluable insights into creating AI systems that not only perform effectively but also uphold ethical standards and foster trust. Essential reading for technologists, policymakers, and all stakeholders invested in shaping a responsible AI future."

Zielgruppe

Research

Autoren/Hrsg.

Akhtar, Mohammad Amir Khusru

Nayyar, Anand

Kumar, Mohit

Fachgebiete

• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Introduction to Ethical and Socially Responsible Explainable AI.- The Need for Explainable AI Ethical and Social Implications.- Challenges in Developing Ethical and Socially Responsible Explainable AI.- The Role of Human Centered Design in Developing Explainable AI.- Transparency and Accountability in Explainable AI Best Practices.