Subjective logic : a formalism for reasoning under uncertainty

Author:Audun Jøsang (Author)

Summary: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

eBook, English, 2016

Edition:View all formats and editions

Publisher: Springer, Cham, Switzerland, 2016

Series:

Artificial intelligence: foundations, theory, and algorithms

Physical Description:1 online resource (xxi, 337 pages) : illustrations.

ISBN:

9783319423371, 3319423371

DOI:10.1007/978-3-319-42337-1

OCLC Number / Unique Identifier:961910212