03031nam 22006135 450 991072509480332120230515221054.09783031285516303128551410.1007/978-3-031-28551-6(MiAaPQ)EBC30545049(Au-PeEL)EBL30545049(OCoLC)1379833185(DE-He213)978-3-031-28551-6(BIP)089067713(PPN)27061415X(CKB)26707051400041(EXLCZ)992670705140004120230515d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierEpistemic Situation Calculus Based on Granular Computing A New Approach to Common-Sense Reasoning /by Seiki Akama, Yotaro Nakayama, Tetsuya Murai1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (171 pages)Intelligent Systems Reference Library,1868-4408 ;2399783031285509 3031285506 Includes bibliographical references and index.Introduction -- Preliminaries -- Discussion -- Conclusion -- Index.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.Intelligent Systems Reference Library,1868-4408 ;239Computational intelligenceArtificial intelligenceComputational IntelligenceArtificial IntelligenceComputational intelligence.Artificial intelligence.Computational Intelligence.Artificial Intelligence.060Akama Seiki447830Nakayama YotaroMurai TetsuyaMiAaPQMiAaPQMiAaPQBOOK9910725094803321Epistemic Situation Calculus Based on Granular Computing3366984UNINA