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[ontolog-forum] Ontological correctness

To: "[ontolog-forum] " <ontolog-forum@xxxxxxxxxxxxxxxx>
From: Christopher Menzel <cmenzel@xxxxxxxx>
Date: 2007年1月31日 11:40:13 -0600
Message-id: <3F99FD04-4D4F-42C5-8099-836751D08E27@xxxxxxxx>
On 31 Jan, at 10:44 , Pat Hayes wrote:
>> Hi Everyone,
>>
>> ... I do think, though, that some
>> measure of correction of logical constructions is probably also
> necessary,
>
> Amen to that. But it is very hard to see how this is to be done. I
> REALLY wish there were a nontrivial and useful notion of how to
> measure 'correctness' of an ontology. It is not enough to just say,
> it is correct if it "fits the facts" in some sense, since ontologies
> may be based on very different, possibly mutually contradictory,
> conceptualizations, and yet both fit the facts perfectly well.  (01) 
Yes, exactly. And even the idea that there are theory/ontology- 
independent "facts" relative to which an ontology can be deemed 
correct is a HIGHLY dubious notion. Granted, there are arguably 
facts that are largely ontology-free, or at least assume a rather 
uncontroversial "commonsense" ontology that we all share in common in 
virtue of being wired in roughly the same ways and speaking a variety 
of languages that seem pretty unproblematically intertranslatable -- 
mundane facts about trees, persons, cabbages, kings, etc. But the 
kinds of facts that can be used to confirm or disconfirm an ontology 
typically *presuppose* large portions of some ontology, typically the 
very one in question. In the hard sciences, for example, facts about 
meter readings, cloud chamber photographs, what is seen via a 
microscope (let alone an electron microscope) already presuppose a 
huge amount ontological baggage about how the various apparatus work, 
what exactly is being measured, and so forth. So it is not clear 
that any coherent, objective notion of correctness is possible that 
doesn't already beg a lot of questions.  (02)
Note that I don't at all think that his means that everything is up 
for grabs, or that there is no such thing as a correct, etc. I just 
don't think there is any ontology-independent way of *establishing* 
it -- it's just not possible, once again, to express the facts an 
ontology is supposed to fit to be considered "correct" without 
already assuming some ontological framework. And even if we agree on 
a minimal ontology O for expressing a certain base of facts, there 
might, as Pat notes, be ontologies O1 and O2 that extend O in 
incompatible ways but which fit the fact base equally well. (As Pat 
is well aware, both of these points -- the ontology-dependence of 
"facts" and the possibility of empirically indistinguishable but 
logically incompatible ontologies -- are well known and extensively 
discussed in the philosophy of science, and trace back at least to 
Duhem in the 19th century. The latter point in particular was 
resurrected most notably by the logician and philosopher W.V.O. Quine 
in the late 20th century.)  (03)
I think there are several more useful notions than correctness that 
might be more productively developed. More or less of the top of my 
head:  (04)
* Semantic clarity: Can the proposed concepts of an informal 
ontology be fleshed out rigorously in such a way that information 
expressed in terms of those concepts can be objectively shared and 
reasoned upon?  (05)
* Logical coherence: Are the various concepts of an ontology (when 
rigorously spelled out) consistent, both individually and jointly?  (06)
* Empirical adequacy: Relative to some assumed collection of facts 
-- and therefore relative to some assumed underlying O -- is a given 
extension O' of O compatible with that collection of facts?  (07)
* Practical applicability: Does the ontology serve its intended 
purpose?  (08)
There are surely others, and these could use a lot of tightening up, 
but perhaps they are a reasonable first cut at a list of useful 
evaluative criteria for ontologies.  (09)
Chris Menzel  (010)
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