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In summary, these results are consistent with the view that, for linking an emotion word to its abstract emotional meaning, the action markers of the respective emotions are critical.
"All they are looking at is the presence or absence of a single emotion word," Elliot Berkman, a psychologist at the University of Oregon, whose research focusses on social and affective neuroscience, told me.
It is not uncommon for emotion word models to be based on a few researchers' judgment.
Figure 1 Emotion word clouds with frequencies calculated from Google's crawl.
Given a specific model, it is also possible for an emotion word to not belong to any basic type, in which case one can say that the emotion word fails to be represented in the model.
Specifically, the current emotion word database will benefit both psycholinguistic research on emotion word perception and processing and computational research on identifying emotion types and sentiment at both lexical and text levels.
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As such we provide a demonstration of how emotion words and emotional experiences do not always have a one-to-one relationship.
This paper focuses on descriptive emotion words, which directly encode emotional content in the semantic meaning.
To this end, word categories with low emotional ratings were introduced and the category of emotion words was split into subgroups with and without sensorimotor semantic links.
In other words, the program creates an emotional profile based on statistics regarding the presence and frequency of emotion words.
They're all emotion words.
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