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Incorporating glossary knowledge into SVM learning to improve emotion classification
Incorporating glossary knowledge into SVM learning to improve emotion classification
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机译:将词汇表知识整合到SVM学习中以改善情感分类
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摘要
A sentiment classifier for sentiment classification of content. An aspect classifier (1002) is configured to classify content as being related to a particular aspect of information, the aspect classifier incorporating at least a portion of the domain specific sentiment lexicon. A polarity classifier (1004) is then configured to classify the content classified by the aspect classifier (1002) as having one of a positive sentiment of the particular aspect of information, a negative sentiment of the particular aspect of information or as having no sentiment as to the particular aspect of information. The polarity classifier (1004) also incorporates at least a portion of the domain specific sentiment lexicon.
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