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Ekman Taxomony of KOTE(Korean Online That-gul Emotions) datasets

I mapped 44 emotion types in the KOTE dataset to 7 Ekman Taxonomy (Disgust, Fear, Sadness, Surprise, Joy, + No Emotion). For the mapping, I referred to the clustering results in the KOTE paper (https://arxiv.org/pdf/2205.05300.pdf). The distance between each emotion and Ekman basic emotion (Disgust, Fear, Sadness, Surprise, Joy, + No Emotion) was calculated and configured to map to the nearest basic emotion.

Emotion Grouping

Disgust: fed up, shock, disgust, contempt Anger: anger, irritation, dissatisfaction, preposterous Fear: pathetic, distrust, disappointment, embarrassment, shame, guilt, gessepany, fear, anxiety Sadness: compassion, sadness, sorrow, despair, exhaustion, laziness, reluctant, boredom No Emotion: no emotion arrogance, resolute Surprise: realization, surprise, respect, Interest Joy: Expectancy, Welcome, Care, attracted, Excitement, joy, happiness, admiration, pride, gratitude, relief, comfort

annotations_creators: https://github.com/searle-j/KOTE, language: "Korean", license: mit