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Responsible Artificial Intelligence

How to Develop and Use AI in a Responsible Way

  • Book
  • © 2019

Overview

Authors:
  1. Virginia Dignum

    1. Department of Computing Science, Umeå University, Umeå, Sweden

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  • Urgency of this issue increasingly acknowledged by researchers, technologists, and policymakers
  • Author discusses both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems
  • Suitable for undergraduate students and for interested and concerned researchers, practitioners, and citizens

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-viii
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  2. Introduction

    • Virginia Dignum
    Pages 1-7

  3. What Is Artificial Intelligence?

    • Virginia Dignum
    Pages 9-34

  4. Ethical Decision-Making

    • Virginia Dignum
    Pages 35-46

  5. Taking Responsibility

    • Virginia Dignum
    Pages 47-69

  6. Can AI Systems Be Ethical?

    • Virginia Dignum
    Pages 71-92

  7. Ensuring Responsible AI in Practice

    • Virginia Dignum
    Pages 93-105

  8. Looking Further

    • Virginia Dignum
    Pages 107-120

  9. Back Matter

    Pages 121-127
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Keywords

About this book

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, andfor interested and concerned researchers, practitioners, and citizens.  


Reviews

“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)

Authors and Affiliations

  • Department of Computing Science, Umeå University, Umeå, Sweden

    Virginia Dignum

About the author

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).   


Bibliographic Information

  • Book Title: Responsible Artificial Intelligence

  • Book Subtitle: How to Develop and Use AI in a Responsible Way

  • Authors: Virginia Dignum

  • Series Title: Artificial Intelligence: Foundations, Theory, and Algorithms

  • DOI: https://doi.org/10.1007/978-3-030-30371-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2019

  • Hardcover ISBN: 978-3-030-30370-9Published: 13 November 2019

  • Softcover ISBN: 978-3-030-30373-0Published: 13 November 2020

  • eBook ISBN: 978-3-030-30371-6Published: 04 November 2019

  • Series ISSN: 2365-3051

  • Series E-ISSN: 2365-306X

  • Edition Number: 1

  • Number of Pages: VIII, 127

  • Number of Illustrations: 3 b/w illustrations, 19 illustrations in colour

  • Topics: Artificial Intelligence, Business Ethics, Ethics, Ethics and Values in Social Work

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