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Re: [ontolog-forum] Data Models v. Ontologies (again)

To: "[ontolog-forum]" <ontolog-forum@xxxxxxxxxxxxxxxx>
From: "Neil Custer" <neil.custer@xxxxxxxxx>
Date: Tue, 3 Jun 2008 15:01:50 -0500
Message-id: <7a5bda850806031301m242c2069ycba38b4a6f4b21eb@xxxxxxxxxxxxxx>
John, I will forewarn you that I do not have a background in Philosophy, nor am I a student of the history of scientific (or other) theory for that matter.  I am more concerned and interested in present day applications of knowledge.  Having said that, I'd like your thoughts on a separate, and I believe related note on this subject: 

This entire discussion of the "embodied mind" brings to my mind the idea that semantics are very tightly integrated with context.  In this discussion, the theory you stated was put forward by Aristotle conveys this as well:

"There is no such fully autonomous faculty of reason separate from and independent of bodily capacities such as perception and movement. The evidence supports, instead, an evolutionary
view, in which reason uses and grows out of bodily capacities." (p. 17)

As uniquely individual as humans are (even though much of our DNA is the same), we each have our own somewhat unique context for reasoning based on the six functions you named.

I've recently wondered at what point in the not-too-distant future we could have automated assistants in a ubiquitous computing environment that would be able to help us reasonably take care of irritations that consume our attention, time, and other resources which are precious and scarce in our fast-paced society. 

The Aristotelian theory reminds me that an automated (mind) assistant would have to be able to reason according to my (bodily) needs as a human being.  Would it not need to be able to observe and learn from my behavior what those needs might be in context with my past behavior and verbalized desires in concert with where I was and what time / day of the week in which I performed those behaviors?  I think this is definitely a short-coming of attempts I see taking place of research into automated reasoning.

At the outset, we ask: "What is the purpose of an ontology, or database, or system?" before we design it to meet these needs.  If linguistic, reasoning, or data-management engines are to serve any purpose, then the human (user) needs must be able to be interpreted with increasing accuracy based on his past behaviors, and be able to adjust to our individual human-contexts accordingly.  This seems obvious to me, but I don't read much about research that takes this into account.

On the contrary, I perceive that researchers strive to model or build that which is common between us, that which we unequivocally share, or that which we can agree upon without too much dissension, then ask us as users of the technology to take this limitation into account rather than building in the ability for the technology to take the context of the user into account.  Is this impossible?  Unreasonable? 

I don't believe in saying anything is ever impossible, but I'm wondering if this is a more difficult approach or perhaps more realistic than that which is being considered.  I'm thinking this is same as the bottom-up approach to building an ontology.  When I can then map my personal contextual ontology into something built from the top down, such as a SUMO, then I can share meaning on a more abstract level with others that don't have my same exact ontology. 

Isn't this what we do when we communicate with each other on a daily basis?  Isn't it true that we rarely have in mind the exact same details of a concept as those to whom we attempt to share the details of those concepts?  Likewise, isn't this the reason that sharing detailed knowledge outside of fairly narrow and specific fields is so difficult to automate?


On Tue, Jun 3, 2008 at 10:49 AM, John F. Sowa <sowa@xxxxxxxxxxx> wrote:
Antoinette,

That is an extremely important consideration:

 > How about Women, Fire, and Dangerous Things by George Lakoff as
 > prototype for, say embodied semantic model. Love to see a thread
 > go on this.

People like well-defined pigeonholes for classifying everything
-- including other people.  Lakoff is a healthy corrective to the
tendency among many ontologists to set up a definitive, a priori,
all-encompassing, formally defined set of precise pigeonholes. He
likes to state his views in a way that irritate people who accept
the prevailing ways of thinking and talking.  I enjoy that.

Unfortunately, Lakoff himself creates a set of pigeonholes that
are just as strict as anybody else's.  Even worse, he often talks
about revolutionary new ways of thinking that all seem to begin
with himself and his best buddies.  As an example, following is
a review I wrote of one of his books:

   http://www.jfsowa.com/pubs/lakoff.htm
   Review of Lakoff & Johnson

The title is _Philosophy in the Flesh: The embodied mind and its
challenge to Western thought_.  As I said in the review, I think it
makes many important points, but I find Lakoff's style irritating.
At the end of this note is the concluding section of my review.

To return to the earlier book by Lakoff, I would say that it very
rightly criticizes (and I would even say *demolishes*) the idea
that a fixed, rigid hierarchy is possible.  That view is opposed
to certain logicians who were strongly influenced by Frege, Russell,
Carnap, and the early Wittgenstein.

But there are equally competent logicians, especially Peirce,
Whitehead, and the later Wittgenstein, for whom those points are
obvious.  For this group, Lakoff's remarks would not be disturbing
in the slightest.  On the contrary, they would be obvious.

John Sowa
_______________________________________________________________________

 From the ending of http://www.jfsowa.com/pubs/lakoff.htm

A glaring omission in a book on embodied minds that discusses Aristotle
is the failure to mention Aristotle's theory of the psyche, which is the
earliest and one of the best characterizations of the embodied mind.
Aristotle defined the psyche as the logos or principle that determines
what it is for something to be a living entity. Instead of a single
principle of the psyche that covers all living things, Aristotle defined
a hierarchy of six functions, each of which is a prerequisite for all
the rest: nutrition, perception, desire, locomotion, imagery, and
reason. He maintained that plants have a psyche that is limited to the
nutritive function, sponges to the first three functions, worms to the
first four, and the higher nonhuman animals to the first five. In having
reason, the human psyche requires all the others as prerequisites.
Aristotle's theory is consistent with Lakoff and Johnson's criterion for
a theory of embodied mind: "There is no such fully autonomous faculty of
reason separate from and independent of bodily capacities such as
perception and movement. The evidence supports, instead, an evolutionary
view, in which reason uses and grows out of bodily capacities." (p. 17)

Aristotle's hierarchy bears a striking resemblance to the levels of
competence that Rodney Brooks (1986) defined for mobile robots:
avoiding, wandering, exploring, mapping, noticing, reasoning, planning,
and anticipating. Since all of Brooks's robots have locomotion,
Aristotle's theory predicts that they must also have nutrition (the
ability to recharge their batteries), perception (at least at the level
of touch), and desire (a preference that determines goals). The first
four functions are sufficient to support the competence levels of
avoiding, wandering, and exploring. Imagery is necessary to support
mapping and noticing, and thought is necessary to support reasoning,
planning, and anticipating. The lower levels of Aristotle's hierarchy,
which he applied to sponges and clams, could support sedentary agents,
such as thermostats and alarm clocks.

The most irritating feature of the book is the authors' repeated claims
of novelty, either for themselves or for their colleagues. A typical
example is the following paragraph from page 10:

   Cognitive science is the scientific discipline that studies
   conceptual systems. It is a relatively new discipline, having
   been founded in the 1970s. Yet in a short time it has made
   startling discoveries. It has discovered, first of all, that
   most of our thought is unconscious, not in the Freudian sense
   of being repressed, but in the sense that it operates beneath
   the level of cognitive awareness, inaccessible to consciousness
   and operating too quickly to be focussed on.

By dismissing Freud's theory of the unconscious as irrelevant, the
authors try to make the recent work sound more "startling". Yet the
literature contains well-documented examples of prior art. Among the
best is William James's two-volume textbook _The Principles of
Psychology_, which, in 1890, devoted many pages to the processes that
operate beneath the level of cognitive awareness. James supported his
presentation with explicit citations of experimental evidence, including
reaction-time studies. On the cover of the 1965 reprint, one of the
reviewers remarked "Rereading James brings a sense of perspective and
even a little humility to our regard for more modern achievements".

In summary, this book makes an important contribution to the ongoing
debates about the roles of syntax, semantics, and world knowledge in
language understanding and their dependency on the physical world and
the human mechanisms for perceiving, interpreting, and interacting with
the world. Its major weakness is its tendency to exclude other
perspectives, such as Aristotle's, which can accommodate both formal
logic and a theory of embodied mind. Although the authors frequently use
the word neural, none of their discussion depends on the actual
structure or method of operation of a neuron. NTL [Neural Theory of
Language] could with equal justification be considered an acronym for a
Neoaristotelian Theory of Language.


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--
Neil

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