Epistemic situation calculus based on granular computing : a new approach to common-sense reasoning / Seiki Akama, Yotaro Nakayama, Tetsuya Murai.
Akama, Seiki, author.; Nakayama, Yotaro, author.; Murai, Tetsuya, author.
2023
Q338.85
Available Online

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Title Epistemic situation calculus based on granular computing : a new approach to common-sense reasoning / Seiki Akama, Yotaro Nakayama, Tetsuya Murai.
Author Akama, Seiki, author.
ISBN 9783031285516 (electronic bk.)
3031285514 (electronic bk.)
9783031285509
3031285506
DOI https://doi.org/10.1007/978-3-031-28551-6
Published Cham : Springer, [2023]
Copyright ©2023
Language English
Description 1 online resource (xi, 163 pages) : illustrations.
Item Number 10.1007/978-3-031-28551-6 doi
Call Number Q338.85
Dewey Decimal Classification 006.3
Summary 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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed May 24, 2023).
Added Author Nakayama, Yotaro, author.
Murai, Tetsuya, author.
Series Intelligent systems reference library ; v. 239. 1868-4408
Available in Other Form Epistemic Situation Calculus Based on Granular Computing
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Introduction
Preliminaries
Discussion
Conclusion
Index.

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