Subjective Logic A Formalism for Reasoning Under Uncertainty /

This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of subjec...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Jøsang, Audun (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
Σειρά:Artificial Intelligence: Foundations, Theory, and Algorithms,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Jøsang, Audun.  |e author. 
245 1 0 |a Subjective Logic  |h [electronic resource] :  |b A Formalism for Reasoning Under Uncertainty /  |c by Audun Jøsang. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2016. 
300 |a XXI, 337 p. 119 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
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490 1 |a Artificial Intelligence: Foundations, Theory, and Algorithms,  |x 2365-3051 
505 0 |a Introduction -- Elements of Subjective Opinions -- Opinion Representations -- Decision-Making Under Vagueness and Uncertainty -- Principles of Subjective Logic -- Addition, Subtraction and Complement -- Binomial Multiplication and Division -- Multinomial Multiplication and Division -- Conditional Deduction -- Conditional Abduction -- Joint and Marginal Opinions -- Fusion of Subjective Opinions -- Unfusion and Fission of Subjective Opinions -- Computational Trust -- Trust Networks -- Bayesian Reputation Systems -- Subjective Networks. 
520 |a This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of subjective logic, harmonising the key notations and formalisms, concluding with chapters on trust networks and subjective Bayesian networks, which when combined form general subjective networks. The author shows how real-world situations can be realistically modelled with regard to how situations are perceived, with conclusions that more correctly reflect the ignorance and uncertainties that result from partially uncertain input arguments. The book will help researchers and practitioners to advance, improve and apply subjective logic to build powerful artificial reasoning models and tools for solving real-world problems. A good grounding in discrete mathematics is a prerequisite. 
650 0 |a Computer science. 
650 0 |a Logic. 
650 0 |a Computer security. 
650 0 |a Mathematical logic. 
650 0 |a Artificial intelligence. 
650 1 4 |a Computer Science. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Mathematical Logic and Formal Languages. 
650 2 4 |a Systems and Data Security. 
650 2 4 |a Logic. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319423357 
830 0 |a Artificial Intelligence: Foundations, Theory, and Algorithms,  |x 2365-3051 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-42337-1  |z Full Text via HEAL-Link 
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950 |a Computer Science (Springer-11645)