Research Handbook on Artificial Intelligence and Decision Making in Organizations:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cheltenham, UK
Edward Elgar Publishing
[2024]
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| Schriftenreihe: | Research Handbooks in Business and Management series
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xi, 380 Seiten Illustrationen, Diagramme |
| ISBN: | 9781803926209 |
Internformat
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Datensatz im Suchindex
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Contents List offigures List of tables List of contributors vii viii ix Introduction to Artificial Intelligence and Decision Making in Organizations Ioanna Constantiou, Mayur P. Joshi and Marta Stelmaszak 1 MAKING DECISIONS ABOUT AI PARTI 1 Sourcing data for data-driven applications: foundational questions Sirkka L. Jarvenpaa 17 2 Data work as an organizing principle in developing AI Angelos Kostis, LeifSundberg, and Jonny Holmström 38 3 Natural language processing techniques in management research Mike HΜ. Teodorescu 58 4 Captains don’t navigate with a keyboard: developing AI for naturalistic decision-making Adrian Bumann 80 5 Reconfiguring human-AI collaboration: integrating chatbots in welfare services 97 Elena Parmiggiani, Polyxeni Vassilakopoulou, and Ilias Pappas 6 Circumspection as a process of responsible appropriation of AI Margunn Aanestad 112 7 Responsible AI governance: from ideation to implementation Patrick Mikalef 126 PART II MAKING DECISIONS WITH AI 8 Human judgment in the age of automated decision-making systems Dina Koutsikouri, Lena Hylving, Jonna Bornemark, and Susanne Lindberg 144 9 Making decisions with AI in complex intelligent systems Bijona Troqe, Gunnar Holmberg, and Nicolette Lakemond 160 V
vi Research handbook on artificial intelligence and decision making in 10 и Addressing the knowledge gap between business managers and data scientists: the case of data analytics implementation in a sales organization Stella Pachidi and Marleen Huysman Constructing actionable insights: the missing link between data, artificial intelligence, and organizational decision-making Arisa Shollo and Robert D. Galliers 179 195 214 12 It takes a village: the ecology of explaining AI Lauren Waardenburg and Attila Màrton 13 Synthetic stakeholders: engaging the environment in organizational decision-making Jen Rhymer, Alex Murray, and David Sirmon 226 Interpretable artificial intelligence systems in medical imaging: review and theoretical framework Tiantian Xian, Panos Constantinides, and Nikolay Mehandjiev 240 Artificial intelligence to support public sector decision-making: the emergence of entangled accountability Francesco Gualdi and Antonio Cordelia 266 14 15 16 Contrasting human-AI workplace relationship configurations Miriam Möllers, Benedikt Berger, and Stefan Klein PART III 17 18 282 IMPLICATIONS OF DECISIONS MADE WITH AI Who am I in the age of AI? Exploring dimensions that shape occupational identity in the context of AI for decision-making Anne-Sophie Mayer and Franz Strich 305 Imagination or validation? Using futuring techniques to enhance Al’s relevance in strategic decision-making Andrew Sarta and Angela Aristidou 322 19 Artificial intelligence as a mechanism of algorithmic isomorphism Camille G. Endacott and Paul Μ. Leonardi 342 20 Ethical implications of AI use in
practice for decision-making Jingyao (Lydia) Li, Yulia Litvinova, Marco Marabelli, and Sue Newell 359 Index 376 |
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| spelling | Research Handbook on Artificial Intelligence and Decision Making in Organizations edited by Ioanna Constantiou, Mayur P. Joshi, Marta Stelmaszak Artificial Intelligence and Decision Making in Organizations Cheltenham, UK Edward Elgar Publishing [2024] © 2024 xi, 380 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Research Handbooks in Business and Management series Entscheidungsfindung (DE-588)4113446-1 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Künstliche Intelligenz (DE-588)4033447-8 s Entscheidungsfindung (DE-588)4113446-1 s DE-604 Entscheidungsunterstützungssystem (DE-588)4191815-0 s Constantiou, Ioanna (DE-588)1325335592 edt Joshi, Mayur P. (DE-588)132533586X edt Stelmaszak, Marta (DE-588)1325336211 edt Erscheint auch als Online-Ausgabe 978-1-80392-621-6 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=034706134&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Research Handbook on Artificial Intelligence and Decision Making in Organizations Entscheidungsfindung (DE-588)4113446-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd |
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| title | Research Handbook on Artificial Intelligence and Decision Making in Organizations |
| title_alt | Artificial Intelligence and Decision Making in Organizations |
| title_auth | Research Handbook on Artificial Intelligence and Decision Making in Organizations |
| title_exact_search | Research Handbook on Artificial Intelligence and Decision Making in Organizations |
| title_exact_search_txtP | Research Handbook on Artificial Intelligence and Decision Making in Organizations |
| title_full | Research Handbook on Artificial Intelligence and Decision Making in Organizations edited by Ioanna Constantiou, Mayur P. Joshi, Marta Stelmaszak |
| title_fullStr | Research Handbook on Artificial Intelligence and Decision Making in Organizations edited by Ioanna Constantiou, Mayur P. Joshi, Marta Stelmaszak |
| title_full_unstemmed | Research Handbook on Artificial Intelligence and Decision Making in Organizations edited by Ioanna Constantiou, Mayur P. Joshi, Marta Stelmaszak |
| title_short | Research Handbook on Artificial Intelligence and Decision Making in Organizations |
| title_sort | research handbook on artificial intelligence and decision making in organizations |
| topic | Entscheidungsfindung (DE-588)4113446-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd |
| topic_facet | Entscheidungsfindung Künstliche Intelligenz Entscheidungsunterstützungssystem Aufsatzsammlung |
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