Applying multi-label techniques in emotion identification of short texts.

Alex Marino Goncalves de Almeida,Ricardo Cerri,Emerson Cabrera Paraiso,Rafael Gomes Mantovani,Sylvio Barbon Junior

Neurocomputing（2018）

引用 47|浏览24

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摘要

•A more realistic new proposal for emotion analysis grounded by author and reader.•Multi-label classification paradigm in the Sentiment Analysis domain.•Real dataset composed of 10,000 news labelled with six emotions.•Comparison among algorithm adaptation, problem transformation and ensemble methods.

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关键词

Sentiment analysis,Back propagation multi-label learning,Multi-label k-Nearest Neighbor,Hierarchy of multi-label classifier,Algorithm adaptation,Problem transformation

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