Graded Logic: Modeling Human Commonsense Reasoning in Decision-Making and AI

Author:   Jozo Dujmović
Publisher:   Springer International Publishing AG
Volume:   273
ISBN:  

9783031885570


Pages:   349
Publication Date:   19 August 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Graded Logic: Modeling Human Commonsense Reasoning in Decision-Making and AI


Overview

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.

Full Product Details

Author:   Jozo Dujmović
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   273
ISBN:  

9783031885570


ISBN 10:   3031885570
Pages:   349
Publication Date:   19 August 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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