Graded Logic: Modeling Human Commonsense Reasoning in Decision-Making and AI (Hardcover) (ISBN-13: 9783031885570)

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.

Author: Jozo Dujmovic
ISBN-10: 3031885570
ISBN-13: 9783031885570
Publisher: Springer
Language: English
Published: 08/19/2025
Pages: 349
Format: Hardcover
Weight: 1.51lbs
Size: 9.21h x 6.14w x 0.81d