资料来源 : Free On-Line Dictionary of Computing
neats vs. scruffies
The label used to refer to
one of the continuing {holy wars} in {artificial intelligence}
research. This conflict tangles together two separate issues.
One is the relationship between human reasoning and AI;
"neats" tend to try to build systems that "reason" in some way
identifiably similar to the way humans report themselves as
doing, while "scruffies" profess not to care whether an
{algorithm} resembles human reasoning in the least as long as
it works. More importantly, neats tend to believe that
{logic} is king, while scruffies favour looser, more ad-hoc
methods driven by empirical knowledge. To a neat, scruffy
methods appear promiscuous, successful only by accident and
not productive of insights about how intelligence actually
works; to a scruffy, neat methods appear to be hung up on
formalism and irrelevant to the hard-to-capture "common sense"
of living intelligences.
(1994-11-29)