Subjective Logic (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
337
Utgivningsdatum
2016-11-04
Upplaga
1st ed. 2016
Förlag
Springer International Publishing AG
Illustratör/Fotograf
Bibliographie
Illustrationer
119 Illustrations, black and white; XXI, 337 p. 119 illus.
Dimensioner
234 x 156 x 21 mm
Vikt
681 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783319423357
Subjective Logic (inbunden)

Subjective Logic

A Formalism for Reasoning Under Uncertainty

Inbunden Engelska, 2016-11-04
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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.
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Innehållsförteckning

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.