From Logic Programing to Human Reasoning: How to be Artifically Human (Dissertations in Artificial Intelligence) - Softcover

Dietz Saldanha; E.-A.

Softcover

ISBN 10: 1614998418 ISBN 13: 9781614998419

Publisher: IOS Press, 2018

Synopsis

Psychological experiments have shown that humans make assumptions, which are not necessarily valid, as they are influenced by their background knowledge and reason non-monotonically. These observations show that Classical Logic is not adequate for modeling human reasoning.

Instead of assuming that humans do not reason logically at all, the author takes the view that humans do not necessarily reason in accordance with Classical Logic. The author investigates Weak Completion Semantics, a novel non-monotonic Logic Programming approach based on the three-valued ukasiewicz Logic, and applies it to the formalization of well-known human reasoning tasks. A surprising result is that the Weak Completion Semantics performs better than any other cognitive theory.

Altogether, this publication shows one possible path for bridging the gap between Cognitive Science and Computational Logic, by building on previous formal approaches and modeling findings from psychological experiments within one cognitive theory.

Edition details

• Publisher: IOS Press
• Publication date: 2018
• ISBN 10: 1614998418
• ISBN 13: 9781614998419
• Binding: Paperback
• Language: English
• Number of pages: 226