LEADER 04631nam 22006855 450 001 9910298965603321 005 20200710140944.0 010 $a3-662-48313-0 024 7 $a10.1007/978-3-662-48313-8 035 $a(CKB)3710000000532436 035 $a(EBL)4188229 035 $a(SSID)ssj0001597043 035 $a(PQKBManifestationID)16297907 035 $a(PQKBTitleCode)TC0001597043 035 $a(PQKBWorkID)14886319 035 $a(PQKB)10883242 035 $a(DE-He213)978-3-662-48313-8 035 $a(MiAaPQ)EBC4188229 035 $z(PPN)258848103 035 $a(PPN)190885092 035 $a(EXLCZ)993710000000532436 100 $a20151208d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aIntroduction to Information Retrieval and Quantum Mechanics /$fby Massimo Melucci 205 $a1st ed. 2015. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2015. 215 $a1 online resource (247 p.) 225 1 $aThe Information Retrieval Series,$x1871-7500 ;$v35 300 $aDescription based upon print version of record. 311 $a3-662-48312-2 320 $aIncludes bibliographical references and index. 327 $aElements of Information Retrieval -- Elements of Quantum Mechanics -- Quantum Mechanics and Information Retrieval -- Future Work -- Other Topics of Quantum Mechanics -- Index. 330 $aThis book introduces the quantum mechanical framework to information retrieval scientists seeking a new perspective on foundational problems. As such, it concentrates on the main notions of the quantum mechanical framework and describes an innovative range of concepts and tools for modeling information representation and retrieval processes. The book is divided into four chapters. Chapter 1 illustrates the main modeling concepts for information retrieval (including Boolean logic, vector spaces, probabilistic models, and machine-learning based approaches), which will be examined further in subsequent chapters. Next, chapter 2 briefly explains the main concepts of the quantum mechanical framework, focusing on approaches linked to information retrieval such as interference, superposition and entanglement. Chapter 3 then reviews the research conducted at the intersection between information retrieval and the quantum mechanical framework. The chapter is subdivided into a number of topics, and each description ends with a section suggesting the most important reference resources. Lastly, chapter 4 offers suggestions for future research, briefly outlining the most essential and promising research directions to fully leverage the quantum mechanical framework for effective and efficient information retrieval systems.   This book is especially intended for researchers working in information retrieval, database systems and machine learning who want to acquire a clear picture of the potential offered by the quantum mechanical framework in their own research area. Above all, the book offers clear guidance on whether, why and when to effectively use the mathematical formalism and the concepts of the quantum mechanical framework to address various foundational issues in information retrieval. 410 0$aThe Information Retrieval Series,$x1871-7500 ;$v35 606 $aInformation storage and retrieval 606 $aMathematical statistics 606 $aQuantum computers 606 $aSpintronics 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aProbability and Statistics in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17036 606 $aQuantum Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/M14070 606 $aQuantum Information Technology, Spintronics$3https://scigraph.springernature.com/ontologies/product-market-codes/P31070 615 0$aInformation storage and retrieval. 615 0$aMathematical statistics. 615 0$aQuantum computers. 615 0$aSpintronics. 615 14$aInformation Storage and Retrieval. 615 24$aProbability and Statistics in Computer Science. 615 24$aQuantum Computing. 615 24$aQuantum Information Technology, Spintronics. 676 $a004 700 $aMelucci$b Massimo$4aut$4http://id.loc.gov/vocabulary/relators/aut$0554790 906 $aBOOK 912 $a9910298965603321 996 $aIntroduction to Information Retrieval and Quantum Mechanics$92529331 997 $aUNINA