mirror of
https://github.com/gsi-upm/senpy
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65 lines
2.2 KiB
Plaintext
65 lines
2.2 KiB
Plaintext
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{
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"name": "emotion-anew",
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"module": "emotion-anew",
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"description": "This plugin consists on an emotion classifier using ANEW lexicon dictionary to calculate VAD (valence-arousal-dominance) of the sentence and determinate which emotion is closer to this value. Each emotion has a centroid, calculated according to this article: http://www.aclweb.org/anthology/W10-0208. The plugin is going to look for the words in the sentence that appear in the ANEW dictionary and calculate the average VAD score for the sentence. Once this score is calculated, it is going to seek the emotion that is closest to this value.",
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"author": "@icorcuera",
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"version": "0.5",
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"extra_params": {
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"language": {
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"aliases": ["language", "l"],
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"required": true,
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"options": ["es","en"],
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"default": "en"
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}
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},
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"requirements": {},
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"anew_path_es": "/data/Dictionary/Redondo(2007).csv",
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"anew_path_en": "/data/Dictionary/ANEW2010All.txt",
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"centroids": {
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"anger": {
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"A": 6.95,
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"D": 5.1,
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"V": 2.7
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},
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"disgust": {
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"A": 5.3,
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"D": 8.05,
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"V": 2.7
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},
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"fear": {
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"A": 6.5,
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"D": 3.6,
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"V": 3.2
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},
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"joy": {
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"A": 7.22,
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"D": 6.28,
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"V": 8.6
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},
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"sadness": {
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"A": 5.21,
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"D": 2.82,
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"V": 2.21
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}
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},
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"emotions_ontology": {
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"anger": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#anger",
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"disgust": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#disgust",
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"fear": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#negative-fear",
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"joy": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#joy",
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"neutral": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#neutral-emotion",
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"sadness": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#sadness"
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},
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"requirements": [
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"numpy",
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"pandas",
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"nltk",
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"scipy",
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"scikit-learn",
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"textblob",
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"pattern",
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"lxml"
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],
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"onyx:usesEmotionModel": "emoml:big6",
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}
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