Deductive and Analogical Reasoning on a Semantically Embedded Knowledge Graph

07/11/2017

∙

by   Douglas Summers-Stay, et al.

∙

0

∙

share

Representing knowledge as high-dimensional vectors in a continuous semantic vector space can help overcome the brittleness and incompleteness of traditional knowledge bases. We present a method for performing deductive reasoning directly in such a vector space, combining analogy, association, and deduction in a straightforward way at each step in a chain of reasoning, drawing on knowledge from diverse sources and ontologies.