ECU Libraries Catalog

Managing AI wisely : from development to organizational change in practice / Lauren Waardenburg (Assistant Professor of Management Information Systems, IESEG School of Management, France), Marleen Huysman (Professor of Knowledge and Organization, KIN Center for Digital Innovation, Vrije Universiteit Amsterdam, the Netherlands), Marlous Agterberg (Research and Valorization Manager, KIN Center for Digital Innovation, Vrije Universiteit Amsterdam, the Netherlands).

Author/creator Waardenburg, Lauren
Other author/creatorHuysman, Marleen.
Other author/creatorAgterberg, Marlous.
Format Electronic and Book
Publication InfoCheltenham, UK ; Northampton, MA, USA : Edward Elgar Publishing, [2021]
Descriptionxiii, 141 pages : illustrations, map ; 25 cm.
Supplemental Content Full text available from Edward Elgar Publications
Subject(s)
Uniform titleS.L.I.M. managen van AI in de praktijk. English
Portion of title Managing artificial intelligence wisely
Series New horizons in business analytics
Contents 1. Introduction to managing AI wisely -- 2. What is ai? -- 3. Perspectives on AI and work -- 4. Methods and Introduction to cases -- 5. Organizing for data -- 6. Testing and validating -- 7. Algorithmic brokers -- 8. Changing work -- 9. How can AI systems be managed wisely? -- Index.
Abstract "Artificial Intelligence (AI) is being rapidly introduced into the workplace, creating debate around what AI means for our work and organizations. This book gives grounded counterweight to provocative newspaper headlines by using in-depth case studies of eight organizations' experiences of implementing and using AI, providing readers with a solid understanding of what is actually happening in practice. Critical yet constructive, the authors address the challenges of implementing AI: organizing for data, testing and validating, algorithmic brokering, and changing work. Using a combination of existing literature and thorough practical examples, they provide answers to questions such as: What data do I need? When is a system good enough to actually take over tasks? And how can my employees be prepared for working with AI? The book presents four recommendations for WISE management of AI, requiring work-related insights, interdisciplinary knowledge, sociotechnical change processes, and ethical awareness. Offering insight into the unique characteristics of AI in organizations, this book will be essential reading for scholars of business and management, data analytics and information systems, technology and innovation, and computer science. With practical recommendations for managing the challenges of AI, it will also provide business managers with reflections to improve their own AI development and implementation processes"-- Provided by publisher.
General noteFirst published in Dutch as S.L.I.M. managen van AI in de praktijk.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Issued in other formElectronic version: Waardenburg, Lauren. Managing AI wisely. Cheltenham, UK ; Northampton, MA : Edward Elgar Publishing, [2021] 1800887671
Genre/formElectronic books.
LCCN 2021944938
ISBN1800887663 hardcover
ISBN9781800887664 hardcover
ISBNelectronic book

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