Epistemic Situation Calculus Based on Granular Computing - A New Approach to Common-Sense Reasoning (1st ed. 2023)

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

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Intelligent Systems Reference Library, 239
Release date:	June 2023
First published:	2023
Authors:	Seiki Akama • Yotaro Nakayama • Tetsuya Murai
Dimensions:	235 x 155mm (L x W)
Pages:	168
Edition:	1st ed. 2023
ISBN-13:	978-3-03-128550-9
Categories:	Books Promotions
LSN:	3-03-128550-6
Barcode:	9783031285509

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!