Virginia Dignum

Responsible Artificial Intelligence (eBook, PDF)

How to Develop and Use AI in a Responsible Way

• Format: PDF

Produktbeschreibung

In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values.

Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 127
• Erscheinungstermin: 4. November 2019
• Englisch
• ISBN-13: 9783030303716
• Artikelnr.: 58090705

Autorenporträt

Virginia Dignum is a Professor in the Dept. of Computing Science of Umeå University, where she leads the Social and Ethical Artificial Intelligence research group. Prior to that she was an Associate Professor in the Faculty of Technology, Policy and Management of Delft University of Technology. She received a PhD in 2004 from Utrecht University, before that she worked for 12 years in consultancy and system development in the areas of expert systems and knowledge management. Her research focuses on the complex interconnections and interdependencies between people, organizations, and technology.

Prof. Dignum is actively involved in international initiatives on policy and strategy guidelines for AI research and applications, she is a member of the European Commission High-Level Expert Group on Artificial Intelligence, the IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems, the TU Delft Design for Values Institute, the European forum AI4People,the Responsible Robotics Foundation, the Dutch AI Alliance on AI (ALLAI-NL), and the ADA-AI Foundation. She is also a Fellow of the European Association for Artificial Intelligence Association (EURAI).

Inhaltsangabe

Introduction.- What Is Artificial Intelligence?.- Ethical Decision-Making.- Taking Responsibility.- Can AI Systems Be Ethical?.- Ensuring Responsible AI in Practice.- Looking Further.

Rezensionen

"The book claims to be suitable for undergraduate students, and interested and concerned researchers, practitioners, and citizens. It will serve these audiences well but would be of equal benefit and importance to policymakers and those making decisions about adopting AI technology who might otherwise be focused on a narrower functional perspective. ... Highly recommended for all." (Nicolas E. Gold, Genetic Programming and Evolvable Machines, Vol. 22, 2021)

"Responsible Artificial Intelligence is a valuable contribution to the debate about AI ... at the level of building principled, responsible AI systems, and the use of these systems. The further reading which the book suggests complements this technical monograph with accessible contributions about the nature and future of AI. ... If you want to know how a vision for responsible AI systems in the European fashion can be built from values, read this book." (Neil Yorke-Smith, Prometheus, September, 2020)