Epistemic situation calculus based on granular computing : a new approach to common-sense reasoning / Seiki Akama, Yotaro Nakayama, Tetsuya Murai.

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Epistemic situation calculus based on granular computing : a new approach to common-sense reasoning / Seiki Akama, Yotaro Nakayama, Tetsuya Murai.

9783031285516 (electronic bk.)
3031285514 (electronic bk.)
9783031285509
3031285506

Cham : Springer, [2023]

©2023

English

1 online resource (xi, 163 pages) : illustrations.

10.1007/978-3-031-28551-6 doi

Q338.85

006.3

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.

Includes bibliographical references and index.

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Online resource; title from PDF title page (SpringerLink, viewed May 24, 2023).

Intelligent systems reference library ; v. 239.

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