Managing AI wisely: from development to organizational change in practice
"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...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cheltenham, UK ; Northampton, Massachusetts
Edward Elgar Publishing
[2021]
|
| Schriftenreihe: | New horizons in business analytics
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | "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"-- |
| Beschreibung: | Literaturangaben |
| Beschreibung: | xiii, 141 Seiten Illustrationen |
| ISBN: | 9781800887664 |
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Datensatz im Suchindex
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Contents List offigures List of tables List of boxes About the authors Acknowledgements Summary vi viii ix x xi xii 1 1 Introduction to managing AI wisely 2 What is AI? 12 3 Perspectives on AI and work 27 4 Methods and introduction to cases 36 5 Organizing for data 51 6 Testing and validating 69 7 Algorithmic brokers 87 8 Changing work 107 9 How can AI systems be managed wisely? 126 Index 137 |
| adam_txt |
Contents List offigures List of tables List of boxes About the authors Acknowledgements Summary vi viii ix x xi xii 1 1 Introduction to managing AI wisely 2 What is AI? 12 3 Perspectives on AI and work 27 4 Methods and introduction to cases 36 5 Organizing for data 51 6 Testing and validating 69 7 Algorithmic brokers 87 8 Changing work 107 9 How can AI systems be managed wisely? 126 Index 137 |
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| author | Waardenburg, Lauren ca. 20./21. Jh Huysman, Marleen ca. 20./21. Jh Agterberg, Marlous ca. 20./21. Jh |
| author_GND | (DE-588)1251774040 (DE-588)1251774318 (DE-588)1251774636 |
| author_facet | Waardenburg, Lauren ca. 20./21. Jh Huysman, Marleen ca. 20./21. Jh Agterberg, Marlous ca. 20./21. Jh |
| author_role | aut aut aut |
| author_sort | Waardenburg, Lauren ca. 20./21. Jh |
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| discipline | Informatik Wirtschaftswissenschaften |
| discipline_str_mv | Informatik Wirtschaftswissenschaften |
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| index_date | 2024-07-03T18:52:11Z |
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| institution | BVB |
| isbn | 9781800887664 |
| language | English |
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| physical | xiii, 141 Seiten Illustrationen |
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| spelling | Waardenburg, Lauren ca. 20./21. Jh. Verfasser (DE-588)1251774040 aut S.L.I.M. managen van AI in de praktijk 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) Cheltenham, UK ; Northampton, Massachusetts Edward Elgar Publishing [2021] xiii, 141 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier New horizons in business analytics Literaturangaben "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"-- Aus dem Niederländischen übersetzt Entwicklung (DE-588)4113450-3 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Praxis (DE-588)4047068-4 gnd rswk-swf Organisationswandel (DE-588)4075693-2 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s Entwicklung (DE-588)4113450-3 s Organisationswandel (DE-588)4075693-2 s Praxis (DE-588)4047068-4 s DE-604 Huysman, Marleen ca. 20./21. Jh. Verfasser (DE-588)1251774318 aut Agterberg, Marlous ca. 20./21. Jh. Verfasser (DE-588)1251774636 aut Erscheint auch als Online-Ausgabe 978-1-80088-767-1 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033044590&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Waardenburg, Lauren ca. 20./21. Jh Huysman, Marleen ca. 20./21. Jh Agterberg, Marlous ca. 20./21. Jh Managing AI wisely from development to organizational change in practice Entwicklung (DE-588)4113450-3 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Praxis (DE-588)4047068-4 gnd Organisationswandel (DE-588)4075693-2 gnd |
| subject_GND | (DE-588)4113450-3 (DE-588)4033447-8 (DE-588)4047068-4 (DE-588)4075693-2 |
| title | Managing AI wisely from development to organizational change in practice |
| title_alt | S.L.I.M. managen van AI in de praktijk |
| title_auth | Managing AI wisely from development to organizational change in practice |
| title_exact_search | Managing AI wisely from development to organizational change in practice |
| title_exact_search_txtP | Managing AI wisely from development to organizational change in practice |
| title_full | 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) |
| title_fullStr | 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) |
| title_full_unstemmed | 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) |
| title_short | Managing AI wisely |
| title_sort | managing ai wisely from development to organizational change in practice |
| title_sub | from development to organizational change in practice |
| topic | Entwicklung (DE-588)4113450-3 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Praxis (DE-588)4047068-4 gnd Organisationswandel (DE-588)4075693-2 gnd |
| topic_facet | Entwicklung Künstliche Intelligenz Praxis Organisationswandel |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033044590&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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