The Free On-line Dictionary of Computing (30 December 2018):
symbolic inference
The derivation of new facts from known facts and inference
rules. This is one of the fundamental operations of
artificial intelligence and logic programming languages
like Prolog.
Inference is a basic part of human reasoning. For example
given that all men are mortal and that Socrates is a man, it
is a trivial step to infer that Socrates is mortal. We might
express these symbolically:
man(X) => mortal(X).
man(socrates).
("if X is a man then X is mortal" and "Socrates is a man").
Here, "man", "mortal" and "socrates" are just arbitrary
symbols which the computer manipulates without reference to or
knowledge of their external meaning. A forward chaining
system (a production system) could use these to infer the
new fact
mortal(socrates).
simply by matching the left-hand-side of the implication
against the fact and substituting socrates for the variable X.
(1994-10-28)