abductive reasoning

Terms from Artificial Intelligence: humans at the heart of algorithms

The glossary is being gradually proof checked, but currently has many typos and misspellings.

Abductive reasoning considers various explanations for an observed situation and tries to find the simplest or most likely. It is a knowledge-rich method of reasoning that can make (defeasible) deductions beyond the incontrovertible facts (used by deductive reasoning) and available empirical data (used by inductive reasoning). As such it is a form of non-monotonic reasoning as new knowledge could change the potential explanations.

Used in Chap. 3: pages 25, 26, 27, 34; Chap. 5: page 63

Also known as abduction, abductive