Cover image for Graded Logic Modeling Human Commonsense Reasoning in Decision-Making and AI
Title:
Graded Logic Modeling Human Commonsense Reasoning in Decision-Making and AI
Author:
Dujmović, Jozo. author.
ISBN:
9783031885587
Edition:
1st ed. 2025.
Physical Description:
XII, 349 p. 162 illus., 16 illus. in color. online resource.
Series:
Intelligent Systems Reference Library, 273
Abstract:
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.
Added Corporate Author:
Holds:
Copies:

Available:*

Library
Material Type
Item Barcode
Shelf Number
Status
Item Holds
Searching...
E-Book 609765-1001 ONLINE
Searching...

On Order