Sentiment analysis leveraging emotions and word embeddings.

Expert Systems with Applications(2017)

引用 376|浏览164
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摘要
•A flexible, generic methodology for the sentiment prediction of written documents.•The methodology can be easily customized for any language.•Hybrid approach combining Word2Vec and Bag-of-Words representations.•Applied on online user reviews in both Greek and English languages.•Improved accuracy and efficiency in comparison to existing other approaches.
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关键词
Multilingual sentiment analysis,Text analysis,Machine learning,Vector representation,Hybrid vectorization,Online user reviews
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