The Resource Introduction to Information Retrieval and Quantum Mechanics, by Massimo Melucci, (electronic resource)

Introduction to Information Retrieval and Quantum Mechanics, by Massimo Melucci, (electronic resource)

Label
Introduction to Information Retrieval and Quantum Mechanics
Title
Introduction to Information Retrieval and Quantum Mechanics
Statement of responsibility
by Massimo Melucci
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
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
Member of
http://library.link/vocab/creatorName
Melucci, Massimo
Dewey number
004
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
INJVUwwJCdI
Language note
English
LC call number
QA75.5-76.95
Literary form
non fiction
Nature of contents
dictionaries
Series statement
The Information Retrieval Series,
Series volume
35
http://library.link/vocab/subjectName
  • Information storage and retrieval systems
  • Computer science
  • Information Storage and Retrieval
  • Probability and Statistics in Computer Science
  • Quantum Computing
  • Quantum Information Technology, Spintronics
Label
Introduction to Information Retrieval and Quantum Mechanics, by Massimo Melucci, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Elements of Information Retrieval -- Elements of Quantum Mechanics -- Quantum Mechanics and Information Retrieval -- Future Work -- Other Topics of Quantum Mechanics -- Index
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (247 p.)
Form of item
online
Isbn
9783662483138
Media category
computer
Media type code
c
Other control number
10.1007/978-3-662-48313-8
Specific material designation
remote
System control number
  • (CKB)3710000000532436
  • (EBL)4188229
  • (SSID)ssj0001597043
  • (PQKBManifestationID)16297907
  • (PQKBTitleCode)TC0001597043
  • (PQKBWorkID)14886319
  • (PQKB)10883242
  • (DE-He213)978-3-662-48313-8
  • (MiAaPQ)EBC4188229
  • (EXLCZ)993710000000532436
Label
Introduction to Information Retrieval and Quantum Mechanics, by Massimo Melucci, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Elements of Information Retrieval -- Elements of Quantum Mechanics -- Quantum Mechanics and Information Retrieval -- Future Work -- Other Topics of Quantum Mechanics -- Index
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (247 p.)
Form of item
online
Isbn
9783662483138
Media category
computer
Media type code
c
Other control number
10.1007/978-3-662-48313-8
Specific material designation
remote
System control number
  • (CKB)3710000000532436
  • (EBL)4188229
  • (SSID)ssj0001597043
  • (PQKBManifestationID)16297907
  • (PQKBTitleCode)TC0001597043
  • (PQKBWorkID)14886319
  • (PQKB)10883242
  • (DE-He213)978-3-662-48313-8
  • (MiAaPQ)EBC4188229
  • (EXLCZ)993710000000532436

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