株式会社極東書店トップ商品一覧Graded Logic: Modeling Human Commonsense Reasoning in Decision-Making and AI.

商品詳細

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

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

・ISBN 978-3-031-88557-0 hard EUR 169.99

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お気に入り
著者・編者Dujmovic, Jozo,
シリーズ (Intelligent Systems Reference Library)
出版社 (Springer International Publishing AG, SZ)
出版年月2025
ページ数349 pp.
言語ENG
ニュース番号<A04-953>

解説

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.