Buch, Englisch, 184 Seiten, Format (B × H): 210 mm x 280 mm
Frameworks, Risks, and Society
Buch, Englisch, 184 Seiten, Format (B × H): 210 mm x 280 mm
ISBN: 978-1-041-04702-5
Verlag: Taylor & Francis Ltd
This book offers a comprehensive discussion of the growing importance of ethical considerations in algorithmic systems to introduce practical frameworks and tools for identifying ethical risks, ensuring fair outcomes, and maintaining transparency in algorithmic processes. With a focus on real-world applications and practical solutions, it provides both theoretical insights and actionable strategies for navigating the ethical challenges inherent in algorithmic decision-making systems.
• Explores the ethical implications of artificial intelligence (AI), aiming to provide both theoretical insights and practical considerations.
• Includes both the technical aspects of algorithm design and the ethical frameworks needed to address concerns such as bias and discrimination
• Hands-on and accessible, offering step-by-step guidance on embedding ethical principles in algorithmic systems without compromising performance or functionality.
• Practical tools and frameworks for ethical algorithm design, addressing key concerns such as transparency, accountability, and bias.
• Provides actionable strategies for embedding ethical principles into the development cycle of algorithms, from conception to deployment.
The book on ethical algorithms is for practitioners and scholars working in computer science and advanced technology fields where algorithms play a critical role.
Zielgruppe
Professional Practice & Development, Professional Reference, and Professional Training
Autoren/Hrsg.
Fachgebiete
- Wirtschaftswissenschaften Betriebswirtschaft Management Projektmanagement
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmierung: Methoden und Allgemeines
- Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
- Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering Softwaretests & Prüfsoftware
Weitere Infos & Material
About the Author. Foreword. Preface. Chapter 1: The Rise of Intelligent Machines. Chapter 2: Ethics in the Age of Artificial Intelligence. Chapter 3: Algorithmic Bias and the Quest for Fairness. Chapter 4: AI and privacy – navigating the data dilemma. Chapter 5: Automated Decision-Making: Ethical and Practical Considerations. Chapter 6: The Moral Machines: AI and Autonomous Systems. Chapter 7: AI and social (in) Equality with social case studies. Chapter 8: Redefining Human Connections in an AI World. Chapter 9: The Corporate Ethics of AI Adoption. Chapter 10: AI Governance and Policy: A Roadmap for Policymakers. Chapter 11: Artificial General Intelligence: Dream or Nightmare. Chapter 12: Governing the AI Revolution. Chapter 13: Lessons from the Past, Insights for the Future. Chapter 14: Voices From The Frontier: Perspectives on the Ethical Challenges in AI. Chapter 15: Shaping an Ethical AI Future.