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Less efficient processing was observed when participants had to focus lexical categorization processes on pseudowords, which are by definition unfamiliar: no preparation was possible when participants had to focus on these stimuli which do not match any entry in memory.
In order to improve the classification accuracy of the system, event filtration and event categorization processes are applied.
During the analysis, we repeated the coding and categorization processes [28] until we had only the most important ones to discuss.
First, these behaviors are multidimensional, emerging from both socio-cognitive functional systems and from perceptual categorization processes.
Categorization is essential to all cognitive processes, but identifying the neural substrates underlying categorization processes is a real challenge.
The N300 has been reported in previous studies using pictorial stimuli and is thought to reflect early categorization processes for visually presented objects [30], [31], [32], [33].
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We reasoned that if this neuronal code is cognitive and reflects categorization process, instead of reward processing, then even irrelevant information which could be pertinent for categorization should be processed in a task meaningful way.
Thus, we use semantic similarity in the categorization process but require that a categorized term is a child of any term in the assigned category.
But the categorization process has not become any easier.
Figure 2 Sentiment Polarity Categorization Process.
The categorization process for the M&A evaluation methods proceeded as follows.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com