Epistemic Situation Calculus Based on Granular Computing (eBook)

A New Approach to Common-Sense Reasoning

Seiki Akama, Yotaro Nakayama, Tetsuya Murai (Autoren)

eBook Download: PDF

2023 | 2023
XI, 163 Seiten
Springer Nature Switzerland (Verlag)
978-3-031-28551-6 (ISBN)

Infos

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

Produkt-Details

• Erscheint lt. Verlag: 15.5.2023
• Reihe/Serie: Intelligent Systems Reference Library
• Reihe/Serie: Intelligent Systems Reference Library
• Zusatzinfo: XI, 163 p. 6 illus.
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik
• Schlagworte: Common-sense reasoning • Granularity Computing • Intelligent Systems • Knowledge-based systems • Rough Set Theory
• ISBN-10: 3-031-28551-4 / 3031285514
• ISBN-13: 978-3-031-28551-6 / 9783031285516