Managing AI Wisely: From Development to Organizational Change in Practice (New Horizons in Business Analytics series)
by 作者: Lauren Waardenburg,Marleen Huysman,Marlous Agterberg(Author)
Publisher Finelybook 出版社: Edward Elgar Publishing (October 15,2021)
Language 语言: English
Pages 页数: 160 pages
ISBN-10 书号: 1800887663
ISBN-13 书号: 9781800887664
Book Description
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 作者: 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
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