Introduction To I R 4 0
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Introduction to Information Retrieval and Quantum Mechanics
This book introduces the quantum mechanical framework to information retrieval scientists seeking a new perspective on foundational problems. As such, it concentrates on the main notions of the quantum mechanical framework and describes an innovative range of concepts and tools for modeling information representation and retrieval processes. The book is divided into four chapters. Chapter 1 illustrates the main modeling concepts for information retrieval (including Boolean logic, vector spaces, probabilistic models, and machine-learning based approaches), which will be examined further in subsequent chapters. Next, chapter 2 briefly explains the main concepts of the quantum mechanical framework, focusing on approaches linked to information retrieval such as interference, superposition and entanglement. Chapter 3 then reviews the research conducted at the intersection between information retrieval and the quantum mechanical framework. The chapter is subdivided into a number of topics, and each description ends with a section suggesting the most important reference resources. Lastly, chapter 4 offers suggestions for future research, briefly outlining the most essential and promising research directions to fully leverage the quantum mechanical framework for effective and efficient information retrieval systems. This book is especially intended for researchers working in information retrieval, database systems and machine learning who want to acquire a clear picture of the potential offered by the quantum mechanical framework in their own research area. Above all, the book offers clear guidance on whether, why and when to effectively use the mathematical formalism and the concepts of the quantum mechanical framework to address various foundational issues in information retrieval.
Digital Transformation for Business and Society
Author: Mohammad Nabil Almunawar
language: en
Publisher: Taylor & Francis
Release Date: 2023-10-06
The advancement of technology, such as data analytics and AI, has led to the birth of Industry 4.0, in which technology seems to be at the centre of development. However, as the COVID-19 pandemic created havoc, the entire world production chain was seriously affected, highlighting that machines alone, although fully connected and automated, cannot function without people. This book addresses contemporary issues and the impact of digital transformation on individuals, businesses and governments in Asia. As Asian nations are moving fast towards the digital economy, this edited collection offers new perspectives on understanding emerging business opportunities as well as the challenges faced. Chapters explore the variables that accelerate digital transformation, notably the COVID-19 pandemic, the rapid development of information and communication technology, AI, big data and affordable internet access, and their impact on business and society. With rich, empirical studies from leading researchers, this book will be a reference for academics and scholars across business disciplines, including information, technology and innovation management, organisational and strategic management, as well as those interested in industrial development.
Handbook of Research on Strategic Leadership in the Fourth Industrial Revolution
Author: Zeki Simsek
language: en
Publisher: Edward Elgar Publishing
Release Date: 2024-07-05
This pioneering Handbook surveys the research landscape of strategic leadership in what is referred to as the ‘Fourth Industrial Revolution’: a fusion of technologies and systems which blurs the boundaries between the digital, physical and biological spheres.