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dimpression

Dimpression is a neologism that has appeared in discussions at the intersection of data visualization, cognitive science, and digital art. It is not a term with a fixed, widely accepted definition, and no major dictionary currently recognizes it. When used, dimpression tends to refer to the perceptual trace or impression generated by a representation of dimensionality.

In data visualization and machine learning contexts, dimpression may describe the qualitative impression of structure preserved

In other domains, dimpression has been proposed to denote the subtle or faint impression created by stimuli

Etymology and status: The word blends dimension and impression and has appeared in informal writing, conference

See also: impression; dimensionality reduction; perception; perceptual realism.

when
high-dimensional
data
are
projected
into
lower
dimensions.
Proponents
sometimes
use
a
dimpression
score
to
indicate
how
faithfully
a
reduced
representation
conveys
clusters,
separability,
or
topology.
The
concept
highlights
the
difference
between
mathematical
fidelity
and
perceptual
interpretability.
that
imply
more
dimensions
than
can
be
directly
perceived,
such
as
depth
cues
in
two-dimensional
art
or
the
sense
of
spatial
extent
in
tactile
or
auditory
displays.
These
uses
are
speculative
and
not
standardized.
notes,
and
experimental
projects.
Because
it
is
not
widely
adopted,
definitions
vary
by
author
and
context.