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# Ekman Taxomony of KOTE(Korean Online That-gul Emotions) datasets |
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I mapped 44 emotion types in the KOTE dataset to 7 Ekman Taxonomy (Disgust, Fear, Sadness, Surprise, Joy, + No Emotion). |
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For the mapping, I referred to the clustering results in the KOTE paper (https://arxiv.org/pdf/2205.05300.pdf). |
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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. |
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# Emotion Grouping |
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Disgust: fed up, shock, disgust, contempt |
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Anger: anger, irritation, dissatisfaction, preposterous |
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Fear: pathetic, distrust, disappointment, embarrassment, shame, guilt, gessepany, fear, anxiety |
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Sadness: compassion, sadness, sorrow, despair, exhaustion, laziness, reluctant, boredom |
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No Emotion: no emotion arrogance, resolute |
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Surprise: realization, surprise, respect, Interest |
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Joy: Expectancy, Welcome, Care, attracted, Excitement, joy, happiness, admiration, pride, gratitude, relief, comfort |
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annotations_creators: https://github.com/searle-j/KOTE, language: "Korean", license: mit |
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