Achieving Digital Transformation through Analytics and AI

Edited by Jay Liebowitz

in World Scientific Books from World Scientific Publishing Co. Pte. Ltd.

Abstract: Due to the rapid emergence of the development and use of Analytics and AI in organizations, this book focuses on these aspects related to digital transformation. We are in the midst of the GenAI craze, with prompt engineering, large language models, and AI ethics playing key roles. According to estimates, about 329 million terabytes of data are created each day [https://explodingtopics.com/blog/data-generated-per-day] or approximately 120 zettabytes per year. With this overabundance of data, in all types of forms, the use of Analytics and AI are essential techniques to help organizations make sense of their digital transformation efforts. In this book volume, we are fortunate to have the contributions of leading individuals worldwide in various sectors, such as organization AI implementation, business management innovation and data gathering using artificial intelligence.

Keywords: Digital Transformation; AI; Generative Artificial Intelligence (GenAI); Organizational AI Implementation; Innovation; Business Management; Prompt Engineering; Language Models; Learning Analytics; Data Gathering; Data Analytics; Accounting; Knowledge Management (search for similar items in EconPapers)
JEL-codes: M1 O3 O31 O32 O33 (search for similar items in EconPapers)
Date: 2025
ISBN: 9789811296468
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https://www.worldscientific.com/worldscibooks/10.1142/13939 (text/html)
Ebook Access is available upon purchase

Chapters in this book:

Ch 1 Digital Transformation through AI, Machine Learning, and Analytics , pp 1-17

Robert Scavilla

Ch 2 A Theory and Methodology for AI-Based Digital Transformation , pp 19-34

Neil Hamlett

Ch 3 The Missing Link in Digital Transformation: “What About Us Humans?” , pp 35-61

Arthur J. Murray

Ch 4 Accelerating Business Model Development and Organizational Decision-Making through the Use of AI and Intuition , pp 63-78

Peter McAlindon

Ch 5 Human-Centric and AI-Centric Approaches in Organizational AI Implementation , pp 79-108

Oren Eilam

Ch 6 From Data to Decision: Unraveling the Impact of Analytics and AI in the Business Decision-Making Process , pp 109-121

Tereza Raquel Merlo

Ch 7 The Organizational Impacts of Digital Transformation , pp 123-130

Ben Apple and Trisha Shields

Ch 8 Management Capabilities in the Age of Generative Artificial Intelligence (GenAI): A Conceptual Framework and Future Research Directions , pp 131-153

Tim Heubeck and Patrick Held

Ch 9 Insights Unleashed: Harnessing AI for Learning Analytics , pp 155-196

Anna Lissitz

Ch 10 Knowledge Management in the Artificial Intelligence Era: The Knowledge Universe Transformer (KUT) Topology , pp 197-210

Noam Koriat and Roy Gelbard

Ch 11 Leveraging AutoML and Explainable AI for Digital Transformation , pp 211-229

Marc Schmitt

Ch 12 Digital Transformation of Accounting through AI and Analytics: Enhancing Business Intelligence in the Modern Era , pp 231-247

Musammat Tahmina Khanom

Ch 13 National Information Structures in Science and Technology: Evaluation of the Creation, the Evolution, and the Current Situation in Selected Countries , pp 249-273

Lillian Maria Araujo de Rezende Alvares, Marcel Garcia de Souza, Washington Luís Ribeiro de Carvalho Segundo, Edgard Costa Oliveira and Tereza Raquel Merlo

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