abductive reasoning

Terms from Artificial Intelligence: humans at the heart of algorithms

Page numbers are for draft copy at present; they will be replaced with correct numbers when final book is formatted. Chapter numbers are correct and will not change now.

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 on Chap. 3: pages 38, 40, 51; Chap. 5: page 92

Also known as abduction, abductive