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What's powerful about it, what's so exciting, is that it excels at whole fields of problems that are extremely difficult to solve using traditional software techniques: categorization, pattern recognition, pattern generation, etcetera.
A categorization pattern refers to a partition of this interval into sub-intervals, or perceptual categories.
Motivated by the clear categorization pattern found in the birds, we repeated the experiment with human listeners (n = 39, average 24.28 years, ranging from 19 to 34 years) using the same testing paradigm and stimuli to compare vowel formant cue weighting across species.
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Specifically, composite card sort scores, representative of problem categorization patterns, were significantly associated with all problem solving measures: (1) positively associated with KC diversity scores (r = 0.45, P < 0.01); (2) negatively associated with naïve idea scores (r = −0.54, P < 0.01); and (3) positively associated with teleology test scores (r = 0.40, P < 0.05).
First, we found that the novices in our study are "not a uniform crowd" (Hardiman et al. 1989: 633); biology majors with comparable academic preparation demonstrated significantly different problem categorization patterns and problem solving abilities along an expansive continuum (Smith 1983; Camacho and Good 1989).
In [21], universal categorization patterns have been identified among populations whose individuals are endowed with the human Just Noticeable Difference (JND) function, describing the resolution power of the human eye to variations in the wavelength of the incident light [38].
This is a first evidence that the model can account for the universality of categorization patterns across cultures by means of only weak constraints on the perceptual space of the individuals.
Here we focus on the emergence of shared categorization patterns in the framework of the so-called Category Game (CG) [22], a language game [23] through which a population of individuals establishes a shared categorization that quantitatively reproduces the average correlation among different human languages as measured in the World Color Survey experiment [21].
Use of algorithms automates the some of the work of categorization and pattern making.
Studies have gone beyond this mere categorization of patterns of interactional comments by looking at the focus areas/scope of interaction.
They were then asked to discuss possible categorizations of patterns.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com