
Epistemic Situation Calculus Based on Granular Computing
A New Approach to Common-Sense Reasoning
Springer (Publisher)
Published on 16. May 2023
Book
Hardback
XI, 163 pages
978-3-031-28550-9 (ISBN)
Description
This book approaches to the subject of common-sense reasoning in AI using epistemic situation calculus which integrates the ideas of situation calculus and epistemic logic. Artificial intelligence (AI) is the research area of science and engineering for intelligent machines, especially intelligent computer programs. It is very important to deal with common-sense reasoning in knowledge-based systems. If we employ a logic-based framework, classical logic is not suited for the purpose of describing common-sense reasoning. It is well known that there are several difficulties with logic-based approaches, e.g., the so-called Fame Problem. We try to formalize common-sense reasoning in the context of granular computing based on rough set theory. The book is intended for those, like experts and students, who wish to get involved in the field as a monograph or a textbook for the subject. We assume that the reader has mastered the material ordinarily covered in AI and mathematical logic
More details
Series
Edition
2023 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
6 s/w Abbildungen
XI, 163 p. 6 illus.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 16 mm
Weight
436 gr
ISBN-13
978-3-031-28550-9 (9783031285509)
DOI
10.1007/978-3-031-28551-6
Schweitzer Classification
Other editions
Additional editions

Seiki Akama | Yotaro Nakayama | Tetsuya Murai
Epistemic Situation Calculus Based on Granular Computing
A New Approach to Common-Sense Reasoning
Book
05/2024
Springer
€160.49
Shipment within 15-20 days

Seiki Akama | Yotaro Nakayama | Tetsuya Murai
Epistemic Situation Calculus Based on Granular Computing
A New Approach to Common-Sense Reasoning
E-Book
05/2023
1st Edition
Springer
€149.79
Available for download
Content
Introduction.- Preliminaries.- Discussion.- Conclusion.- Index.