Title

Login

Join

Book's by Yotaro Nakayama

Covers

List

Epistemic Situation Calculus Based on Granular Computing

A New Approach to Common-Sense Reasoning

By: Seiki Akama,Yotaro Nakayama,Tetsuya Murai

Write a review Read reviews Take a Quiz Solve Book Puzzle

Epistemic Situation Calculus Based on Granular Computing

A New Approach to Common-Sense Reasoning

By: Seiki Akama,Yotaro Nakayama,Tetsuya Murai

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

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

171

Publisher

Springer Nature

Published Date

ISBN 10

3031285514

ISBN 13

9783031285516

Epistemic Situation Calculus Based on Granular Computing

A New Approach to Common-Sense Reasoning

By: Seiki Akama,Yotaro Nakayama,Tetsuya Murai

Write a review Read reviews Take a Quiz Solve Book Puzzle

Epistemic Situation Calculus Based on Granular Computing

A New Approach to Common-Sense Reasoning

By: Seiki Akama,Yotaro Nakayama,Tetsuya Murai

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

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

171

Publisher

Springer Nature

Published Date

ISBN 10

3031285514

ISBN 13

9783031285516