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Quantum Mechanics and Information Retrieval

Massimo Melucci, Benjamin Piwowarski
2013 Proceedings of the 2013 Conference on the Theory of Information Retrieval - ICTIR '13  
"Deriving a Quantum Information Retrieval Ba- sis". In: The Computer Journal (2012). eprint: http : / / comjnl . full.pdf+html 2.1.  ...  "A Query Algebra for Quantum Information Retrieval". In: IIR Workshop. 2011 2. Quantum Mechanics and Information Retrieval: Applications [slide 2.1.9] 2.1.  ... 
doi:10.1145/2499178.2499202 dblp:conf/ictir/MelucciP13 fatcat:ynatpizmjbe6xlcrnr5mlzol6q

A Quantum Query Expansion Approach for Session Search

Peng Zhang, Jingfei Li, Benyou Wang, Xiaozhao Zhao, Dawei Song, Yuexian Hou, Massimo Melucci
2016 Entropy  
Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization. Abstract: Recently, Quantum Theory (QT) has been employed to advance the theory of Information Retrieval (IR).  ...  In this paper, we aim to further extend this work by constructing a new superposed state of each document in the information need space, based on which we can incorporate the quantum interference idea  ...  In Appendix A.2, we derive the quantum fusion solution using inner-product forms of the amplitudes.  ... 
doi:10.3390/e18040146 fatcat:rkj3yot5i5b6jgianshipmsaxe

Quantum Inspired Shape Representation for Content Based Image Retrieval

Rahmeh Jobay, Azzam Sleit
2014 Journal of Signal and Information Processing  
Inspired by the core foundation of quantum mechanics, a new easy shape representation for content based image retrieval is proposed by borrowing the concept of quantum superposition into the basis of distance  ...  Content Based Image Retrieval (CBIR) is a technique in which images are indexed based on their visual contents and retrieving is only based upon these indexed images contents.  ...  Conclusions and Future Work In this paper, quantum inspired shape-based image retrieval is proposed on the basis of distance histogram and the concept of quantum superposition.  ... 
doi:10.4236/jsip.2014.52008 fatcat:6bdozuqkcrgjzcksv334w2qp6u

Quantum Chinese Magic Box [article]

Radel Ben-Av
2017 arXiv   pre-print
Once the measurement is performed, the information in this basis is retrieved. At the same time, due to wave function collapse the information in the other basis is lost and cannot be retrieved.  ...  This property is achieved by storing the information using a set of non-orthogonal quantum states. The different drawers are realized by different orthogonal set of basis for the measurement.  ...  Is there any advantage in using qudits as a basis for CMB? How does the CMB function when there is a quantum noise?  ... 
arXiv:1701.05236v1 fatcat:xmuo2albqbe2falks6kislhrzi

Storing Images in Entangled Quantum Systems [article]

S.E. Venegas-Andraca, J.L. Ball
2004 arXiv   pre-print
We introduce a new method of storing visual information in Quantum Mechanical systems which has certain advantages over more restricted classical memory devices.  ...  To do this we employ uniquely Quantum Mechanical properties such as Entanglement in order to store information concerning the position and shape of simple objects.  ...  Methods for data storage, processing and retrieval form a broad and active field of research in Quantum Information Processing.  ... 
arXiv:quant-ph/0402085v1 fatcat:6jwjqyjkkrgqjoynxrvnggtlam

Quantum Computation and Image Processing: New Trends in Artificial Intelligence

Salvador Elías Venegas-Andraca, S. Bose
2003 International Joint Conference on Artificial Intelligence  
of that storage process derived from quantum mechanics laws.  ...  The analysis and use of visual information is a first order task for AI researchers.  ...  Thus, if only one basis is used to measure all states in M, information retrieval will not be accurate.  ... 
dblp:conf/ijcai/Venegas-AndracaB03 fatcat:hhjmt23b6ba5jnu6mahc3ubiom

Quantum associative memory with distributed queries

A.A. Ezhov, A.V. Nifanova, Dan Ventura
2000 Information Sciences  
controlled process of data retrieval using a specially formed initial state of the quantum database and also of the transformation performed upon it.  ...  This paper discusses a model of quantum associative memory which generalizes the completing associative memory proposed by Ventura and Martinez.  ...  A. Mishchenko, A. G. Khromov and A. G. Tokaev for fruitful discussions at the Seminar on Quantum Neural Networks held at the Troitsk Institute of Innovation and Fusion Research.  ... 
doi:10.1016/s0020-0255(00)00057-8 fatcat:wpv35jurjbdxjaazplwehlfepq

A quantum information retrieval approach to memory

Kirsty Kitto, Peter Bruza, Liane Gabora
2012 The 2012 International Joint Conference on Neural Networks (IJCNN)  
We propose a quantum inspired vector based approach, which offers a contextually dependent mapping from the subsymbolic to the symbolic representations of information.  ...  As computers approach the physical limits of information storable in memory, new methods will be needed to further improve information storage and retrieval.  ...  Welcome support was also provided by the Marie Curie International Research Staff Exchange Scheme: Project 247590, "QONTEXT -Quantum Contextual Information Access and Retrieval").  ... 
doi:10.1109/ijcnn.2012.6252492 dblp:conf/ijcnn/KittoBG12 fatcat:2tbpnvayyzd2top7zkpwf7r5du

Quantum Image Processing – Challenges and Future Research Issues [article]

Sanjay Chakraborty, Sudhindu Bikash Mandal, Soharab Hossain Shaikh
2020 arXiv   pre-print
retrieval in a quantum system.This paper also describes the advantages of using those methods in quantum systems compare to classical systems.  ...  Image processing on quantum platform is a hot topic for researchers now a day.  ...  This approach introduces a new easy shape representation for content based image retrieval technique by deriving the concept of quantum superposition with the basis of distance histogram [19] .Here the  ... 
arXiv:2008.12983v1 fatcat:cm6bz42xabfznnwlztiknlaebu

Causation, Information, and Physics [article]

Geoff Beck
2018 arXiv   pre-print
theory, but also of statistical physics and quantum information.  ...  The central thesis of this paper is that causation and information are identical functional tools for distinguishing controllable correlations, and that this leads to a consistent view, not only of information  ...  What becomes evident is that the causal correlation view of information applies to all retrievable information, as observable correlations all live within the realm of derivative reality, in the vocabulary  ... 
arXiv:1707.08778v3 fatcat:ziygheddxzgn3gk4qo24kjvi2i

Text Wrapping Approach to natural Language Information retrieval using significant Indicator

Toyin Enikuomehin, J S Sadiku
2013 IAES International Journal of Artificial Intelligence (IJ-AI)  
index of terms derived from the position of the text, to perform retrieval.  ...  This paper continues the advancement of models proposed for Information Retrieval by understanding that, the Information Retrieval task continues to draw attention as the information repositories increase  ...  the weight of evidence derived from viewing retrieval as a process of (plausible) inference.  ... 
doi:10.11591/ij-ai.v2i3.2202 fatcat:k255yhscp5dzvizekw7sdavpi4

QQL: A DB&IR Query Language

Ingo Schmitt
2007 The VLDB journal  
Van Rijsbergen already discussed the strong relation between the formalism of quantum mechanics and information retrieval.  ...  Thus, different mechanisms were developed for database and information retrieval systems. In consequence, there is a lack of support for queries involving both retrieval and database search terms.  ...  Van Rijsbergen as one prominent information retrieval expert discusses in his book [6] the strong relationship between concepts of quantum mechanics and information retrieval.  ... 
doi:10.1007/s00778-007-0070-1 fatcat:ac4aik7whjer7baxs3zkword7a

Towards high-speed optical quantum memories

K. F. Reim, J. Nunn, V. O. Lorenz, B. J. Sussman, K. C. Lee, N. K. Langford, D. Jaksch, I. A. Walmsley
2010 Nature Photonics  
Quantum memories, capable of controllably storing and releasing a photon, are a crucial component for quantum computers and quantum communications.  ...  The memory works with a total efficiency of 15% and its coherence is demonstrated by directly interfering the stored and retrieved pulses.  ...  Photons are ideal carriers of quantum information. They have a very large potential information capacity, and do not interact with one another, making encoded information robust.  ... 
doi:10.1038/nphoton.2010.30 fatcat:eat44n2xgrdrtebhrkh4mq3pci

Capacity of Quantum Private Information Retrieval with Multiple Servers [article]

Seunghoan Song, Masahito Hayashi
2019 arXiv   pre-print
We study the capacity of quantum private information retrieval (QPIR) with multiple servers.  ...  In the QPIR problem with multiple servers, a user retrieves a classical file by downloading quantum systems from multiple servers each of which containing the whole classical file set, without revealing  ...  The equality (8) is derived from A(H 1 ) = A(±W K + H 2 ) = ω ∓bW K aH 2 A(±W K )A(H 2 ) and the equality (9) is from (6) .  ... 
arXiv:1903.10209v3 fatcat:by7mwqrnrfcnzjngj73o24qqze

Information-Disturbance Tradeoff in Estimating a Maximally Entangled State

Massimiliano F. Sacchi
2006 Physical Review Letters  
We derive the amount of information retrieved by a quantum measurement in estimating an unknown maximally entangled state, along with the pertaining disturbance on the state itself.  ...  The optimal tradeoff between information and disturbance is obtained, and a corresponding optimal measurement is provided.  ...  The tradeoff between information retrieved from a quantum measurement and the disturbance caused on the state of a quantum system is a fundamental concept of quantum mechanics and has received a lot of  ... 
doi:10.1103/physrevlett.96.220502 pmid:16803292 fatcat:iqx7povlpbf5fcjx72plckjime
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