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Books > Computing & IT > Applications of computing > Artificial intelligence
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Subjective Logic - A Formalism for Reasoning Under Uncertainty (Hardcover, 1st ed. 2016)
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Subjective Logic - A Formalism for Reasoning Under Uncertainty (Hardcover, 1st ed. 2016)
Series: Artificial Intelligence: Foundations, Theory, and Algorithms
Expected to ship within 12 - 17 working days
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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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