ANDREW WALENSTEIN
walenste@ieee.org
Research Scientist
Center for Advanced Computer Studies
University of Louisiana @ Lafayette
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Chapter 6: CoSTH: a Hierarchy of Support Theories
Theories of cognitive support postulate explanations for why and
how artifacts can improve thinking and problem solving. Two
ingredients are indispensible for producing any such theory:
- a description of some facets of cognition that can be improved,
- a description of ways in which artifacts can improve that facet.
These are precisely the two things that HASTI
(chapter 5) and RODS
(chapter 4) are intended to provide,
respectively. HASTI gives ways of modeling joint cognitive
systems and RODS enumerates ways of changing the computational
structures of those systems for the better. With these two, one
can pump out a number of cognitive support theories of varying
types and varying degress of specificity. This chapter extracts
a hierarchy of cognitive support theories from these two resources.
This hierarchy is named "CoSTH", for "Cognitive Support Theory Hierarchy".
Five interesting results emerge from generating the hierarchy of theories.
- First, the collection of theories is itself an interesting result. There
are 16 leaf nodes (ie, most specific theories), and 16 other possible
refinements are proposed. The theories can be used to classify a wide
variety of cognitive support identified in chapter
3. It is a powerful collection.
- Second, the hierarchical
organization of the theories is a powerful organizer. The hierarchy
structures the theories by hierarchically collecting together similar
specific theories into more abstract theories. For instance, there
are 11 types of distribution (see chapter 4)
identified, 2 sub-types, and 8 sub-sub-types. This hierarchical structure
helps structure the theories so they are more easily understood, but,
significantly, it also allows hierarchical classifications of tools
according to the types of support they provide.
- Third, the hierarchy is very thin at the top. The topmost
level defines just three different types of cognitive support (one of
which is distribution, for instance). This means that all of the
different varieties of cognitive support are parsimoniously explained
using a scant three basic principles.
- Fourth, many tools contain a complex composition of different
types of cognitive support. In fact, it appears that many of seemingly
vast variety of types of supportive artifacts can be explained by decomposing
the types of support into simpler "factors". This is somewhat analogous
to the situation in chemistry, where the uncountable number of
types of molecules can be decomposed into
a small, finite number of different atom types. The enormous variety
of different types of molecules hides an underlying simplicity. The
implication is that complicated tools can be factored or decomposed into
"atomic" support types. This paves the way for principled comparisons
of tools.
- Fifth, not all compositions of support may be maximally beneficial:
many special compositions of support appear to be mutually supportive.
This might be a direction for future research on what compositions are
most synergistic.
The chapter presents each node in the hierarchy, gives a description,
and gives one or more examples of each type. For instance "to do"
lists are given as an example of a type of distribution. The examples
form an illustrative "cookbook" of design ideas. This cookbook is
indexed by type of cognitive support being provided rather than by
surface features. In addition, the ways in which support types compose
is examined. Several types of complex compositions from the literature
are decomposed to expose individual facets of support. Comparisons are
made to other theoretically-motivated collections of cognitive support
theories, and to other ways of categorizing tools.
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