Subjective Logic :A Formalism for Reasoning Under Uncertainty - Artificial Intelligence: Foundations, Theory, and Algorithms

Subjective Logic

Subjective Logic :A Formalism for Reasoning Under Uncertainty - Artificial Intelligence: Foundations, Theory, and Algorithms

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Published: 23 June, 2018
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Description

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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More Details

Type Book
ISBN13 9783319825557
ISBN10 3319825550
Number Of Pages 337
Item Weight 1000 g
Publisher / Reseller Springer International Publishing AG
Format paperback
Edition Softcover reprint of the original 1st ed. 2016
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