Quantum-Like Models for Information Retrieval and Decision-Making Quantum-Like Models for Information Retrieval and Decision-Making
STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health

Quantum-Like Models for Information Retrieval and Decision-Making

Diederik Aerts والمزيد
    • ‏119٫99 US$
    • ‏119٫99 US$

وصف الناشر

Recent years have been characterized by tremendous advances in quantum information and communication, both theoretically and experimentally. In addition, mathematical methods of quantum information and quantum probability have begun spreading to other areas of research, beyond physics. One exciting new possibility involves applying these methods to information science and computer science (without direct relation to the problems of creation of quantum computers). 
The aim of this Special Volume is to encourage scientists, especially the new generation (master and PhD students), working in computer science and related mathematical fields to explore novel possibilities based on the mathematical formalisms of quantum information and probability.  The contributing authors, who hail from various countries, combine extensive quantum methods expertise with real-world experience in application of these methods to computer science. The problems consideredchiefly concern quantum information-probability based modeling in the following areas: information foraging; interactive quantum information access; deep convolutional neural networks; decision making, quantum dynamics; open quantum systems; and theory of contextual probability. 
The book offers young scientists (students, PhD, postdocs) an essential introduction to applying the mathematical apparatus of quantum theory to computer science, information retrieval, and information processes. 

النوع
علم وطبيعة
تاريخ النشر
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٩ سبتمبر
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Springer International Publishing
البائع
Springer Nature B.V.
الحجم
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‫م.ب.‬
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Artificial Intelligence Logic and Applications Artificial Intelligence Logic and Applications
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Interval / Probabilistic Uncertainty and Non-classical Logics Interval / Probabilistic Uncertainty and Non-classical Logics
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Intelligent Systems for Information Processing: From Representation to Applications (Enhanced Edition) Intelligent Systems for Information Processing: From Representation to Applications (Enhanced Edition)
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Probing The Meaning Of Quantum Mechanics: Superpositions, Dynamics, Semantics And Identity Probing The Meaning Of Quantum Mechanics: Superpositions, Dynamics, Semantics And Identity
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Universal Measurements Universal Measurements
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Probing The Meaning Of Quantum Mechanics: Physical, Philosophical, And Logical Perspectives Probing The Meaning Of Quantum Mechanics: Physical, Philosophical, And Logical Perspectives
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Causality: The p-adic Theory Causality: The p-adic Theory
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Practical Statistical Learning and Data Science Methods Practical Statistical Learning and Data Science Methods
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Sustainable Statistical and Data Science Methods and Practices Sustainable Statistical and Data Science Methods and Practices
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Trends and Challenges in Cognitive Modeling Trends and Challenges in Cognitive Modeling
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Algebra without Borders – Classical and Constructive Nonassociative Algebraic Structures Algebra without Borders – Classical and Constructive Nonassociative Algebraic Structures
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