A groundbreaking view of the industrial models of the future
Industry 5.0 is an increasingly widespread term for the coming business paradigm, which will combine humans, robotics, and smart technology to create the industrial processes of the future. Technological innovations like smart factories, networked processes, data science, blockchain, and more will be combined to revolutionize industry and drive innovation at an unprecedented pace.
Next Generation Data Science and Blockchain Technology for Industry 5.0 offers an overview of these most important questions, their early answers, and the most promising paths forward. Incorporating practical case studies grounded in real-world data, the book emphasizes a hands-on approach combining numerous analytical tools. With a broad view of the historical role of industrial revolutions and a cutting-edge grasp of the key technologies, this book is an indispensable window into the future of business.
Next Generation Data Science and Blockchain Technology for Industry 5.0 readers will also find:
Incorporation of tools including statistical analysis, machine learning, graph analysis, and more
Detailed treatment of cutting-edge technologies like additive manufacture (3D printing), edge computing, and many others
Self-assessment tools to facilitate understanding
Next Generation Data Science and Blockchain Technology for Industry 5.0 is ideal for academics, researchers, and advanced students in computer science and computer technology, as well as professionals and researchers working in data science or any other area of industrial technology.
Sprache
Verlagsort
Verlagsgruppe
Zielgruppe
Produkt-Hinweis
Fadenheftung
Gewebe-Einband
Maße
Höhe: 229 mm
Breite: 152 mm
Dicke: 27 mm
Gewicht
ISBN-13
978-1-394-24518-5 (9781394245185)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Klassifikation
Amit Kumar Tyagi, PhD, is Assistant Professor in the Department of Fashion Technology, National Institute of Fashion Technology, New Delhi, India. He has published widely on blockchain, deep learning, artificial intelligence, and other cutting-edge technologies and their industrial applications.
Herausgeber*in
National Institute of Fashion Technology, India
List of Contributors ix
Preface xv
Acknowledgements xvii
1 Introduction to Industry 5.0 and Society 5.0 1
2 Blockchain Technology - Basics 15
3 Quantum Computing - The Future of Artificial Intelligence in the Era of Industry 5.0 37
4 Big Data Analytics for Industry 5.0 61
5 Data Science for Industry 5.0: Approaches, Challenges, and Applications 91
6 Privacy Protection in Cloud Using ECC System for Industry 5.0 -A Comparative Analysis 127
7 Cloud, Fog, and Edge Computing for Industry 5.0 149
8 Augmented Reality and Virtual Reality for Industry 5.0 187
9 Convergence of Fog, Edge, and Cloud in Industry 5.0 207
10 Dew Computing for Industry 5.0 235
11 Multilingual Motion-Based Sign Language (M2BSL) Recognition and Translation Using LSTM Deep Learning Model 273
12 Artificial Intelligence, Computer Vision, and Robotics for Industry 5.0 295
13 Transformative Effects of Emerging Technologies on Industry 5.0 and Society 5.0: Current Status, Vision, Issues, Challenges, and Opportunities for Future 325
14 Comparison of the Performance of Machine Learning Methodologies Oriented to the Industry 5.0 Paradigm 353
15 AI-Enabled Techniques for Assisting the Ensemble of Web Application Firewall and Rule-based Intrusion Detection System for Industry 5.0's Applications 383
16 Artificial Intelligence-Based Smart Traffic Surveillance System for Vehicles 421
17 Advanced Topic for Future Research 447
Index 467
