國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Introduction to information retrieva...

Melucci, Massimo.

Introduction to information retrieval and quantum mechanics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Introduction to information retrieval and quantum mechanicsby Massimo Melucci.
作者:	Melucci, Massimo.
出版者:	Berlin, Heidelberg :Springer Berlin Heidelberg :2015.
面頁冊數:	xviii, 232 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Information retrieval.
電子資源:	http://dx.doi.org/10.1007/978-3-662-48313-8
ISBN:	9783662483138$q(electronic bk.)

Introduction to information retrieval and quantum mechanics
Melucci, Massimo.

Introduction to information retrieval and quantum mechanics[electronic resource] /by Massimo Melucci. - Berlin, Heidelberg :Springer Berlin Heidelberg :2015. - xviii, 232 p. :ill., digital ;24 cm. - The information retrieval series,v.351387-5264 ;. - The information retrieval series ;v.34..

Elements of Information Retrieval -- Elements of Quantum Mechanics -- Quantum Mechanics and Information Retrieval -- Future Work -- Other Topics of Quantum Mechanics -- Index.

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.

ISBN: 9783662483138$q(electronic bk.)

Standard No.: 10.1007/978-3-662-48313-8doiSubjects--Topical Terms:

215224
Information retrieval.

LC Class. No.: ZA3075

Dewey Class. No.: 025.524

Introduction to information retrieval and quantum mechanics
LDR:03024nmm a2200337 a 4500 001 477633
003 DE-He213
005 20160520100306.0
006 m d
007 cr nn 008maaau
008 160614s2015 gw s 0 eng d
020 $a 9783662483138$q(electronic bk.)
020 $a 9783662483121$q(paper)
024 7 $a 10.1007/978-3-662-48313-8 $2 doi
035 $a 978-3-662-48313-8
040 $a GP $c GP
041 0 $a eng
050 4 $a ZA3075
072 7 $a UNH $2 bicssc
072 7 $a UND $2 bicssc
072 7 $a COM030000 $2 bisacsh
082 0 4 $a 025.524 $2 23
090 $a ZA3075 $b .M529 2015
100 1 $a Melucci, Massimo. $3 347022
245 1 0 $a Introduction to information retrieval and quantum mechanics $h [electronic resource] / $c by Massimo Melucci.
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2015.
300 $a xviii, 232 p. : $b ill., digital ; $c 24 cm.
490 1 $a The information retrieval series, $x 1387-5264 ; $v v.35
505 0 $a Elements of Information Retrieval -- Elements of Quantum Mechanics -- Quantum Mechanics and Information Retrieval -- Future Work -- Other Topics of Quantum Mechanics -- Index.
520 $a 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.
650 0 $a Information retrieval. $3 215224
650 0 $a Information storage and retrieval systems. $3 184380
650 0 $a Quantum theory. $3 199020
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Information Storage and Retrieval. $3 274190
650 2 4 $a Probability and Statistics in Computer Science. $3 274053
650 2 4 $a Quantum Computing. $3 573152
650 2 4 $a Quantum Information Technology, Spintronics. $3 379903
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a The information retrieval series ; $v v.34. $3 568961
856 4 0 $u http://dx.doi.org/10.1007/978-3-662-48313-8
950 $a Computer Science (Springer-11645)