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Graded Logic - Jozo Dujmović

Graded Logic

Modeling Human Commonsense Reasoning in Decision-Making and AI

(Autor)

Buch | Hardcover
XII, 349 Seiten
2025
Springer International Publishing (Verlag)
978-3-031-88557-0 (ISBN)
CHF 249,95 inkl. MwSt
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Observable human commonsense reasoning can be modeled with graded propositional logic. Our approach is distinctive in that all mathematical models are directly linked to specific, observable, and explainable mental activities. Decision-makers evaluate alternatives through perceived gradations of truth, importance, suitability, simultaneity, and substitutability. Each graded variable has a semantic identity, reflecting its role and meaning tied to the goals and interests of a specific decision-maker.

Graded logic was introduced 50 years ago, and this book presents its current status based on a half-century of improvements and applications. The book includes examples of decision problems solved using graded logic models. Our aim is to provide readers with a solid theoretical foundation in graded propositional calculus, enabling them to confidently apply the LSP method on complex evaluation and decision problems. Additionally, the book suggests numerous directions for future research and applications.

Graded Propositional Logic in the Context of Decision Making.- Human Centric Approach to Propositional Logic Commonsense Reasoning and Decision Making.- Postulates of Graded Logic as a Fully Continuum-Valued Propositional Logic.

Erscheinungsdatum
Reihe/Serie Intelligent Systems Reference Library
Zusatzinfo XII, 349 p. 162 illus., 16 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Wirtschaft Betriebswirtschaft / Management Unternehmensführung / Management
Schlagworte Artificial Intellience • Commonsense Reasoning • Computational Intelligence • Decision Making • Graded Logic
ISBN-10 3-031-88557-0 / 3031885570
ISBN-13 978-3-031-88557-0 / 9783031885570
Zustand Neuware
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