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008			151208s2015 gw | s |||| 0|eng d
020			_a9783662483138 _z978-3-662-48313-8
024	7		_a10.1007/978-3-662-48313-8 _2doi
040			_aDLC _beng _erda _cDLC _dTR-AnTOB
041	0		_aeng
050		4	_aQA75.5-76.95
072		7	_aUNH _2bicssc
072		7	_aCOM030000 _2bisacsh
072		7	_aUNH _2thema
072		7	_aUND _2thema025.04 _223
100	1		_aMelucci, Massimo _eauthor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9152016
245	1	0	_aIntroduction to Information Retrieval and Quantum Mechanics / _cby Massimo Melucci.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2015.
300			_a1 online resource
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	0		_aThe Information Retrieval Series, _x1387-5264 ; _v35
505	0		_aElements of Information Retrieval -- Elements of Quantum Mechanics -- Quantum Mechanics and Information Retrieval -- Future Work -- Other Topics of Quantum Mechanics -- Index.
520			_aThis 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	_aInformation retrieval _978811
650	1	0	_aMathematical statistics _9496
650	2	0	_aQuantum computers _9123075
650	2	0	_aSpintronics _9152015
655		0	_aElectronic books _92032
710	2		_aSpringerLink (Online service) _959873
856	4	0	_3Springer eBooks _zOnline access link to the resource _uhttps://doi.org/10.1007/978-3-662-48313-8
942			_2lcc _cEBK
999			_c200434071 _d52283