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Books > Science & Mathematics > Physics > Quantum physics (quantum mechanics)
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Introduction to Information Retrieval and Quantum Mechanics (Paperback, Softcover reprint of the original 1st ed. 2015)
Loot Price: R3,020
Discovery Miles 30 200
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Introduction to Information Retrieval and Quantum Mechanics (Paperback, Softcover reprint of the original 1st ed. 2015)
Series: The Information Retrieval Series, 35
Expected to ship within 10 - 15 working days
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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.
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