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- W2159087629 abstract "Abstract In this article, we explore the task of mood classification for blog postings. We propose a novel approach that uses the hierarchy of possible moods to achieve better results than a standard machine learning approach. We also show that using sentiment orientation features improves the performance of classification. We used the Livejournal blog corpus as a data set to train and evaluate our method. We present extensive error analysis and discuss the difficulty of the task." @default.
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- W2159087629 date "2011-03-11" @default.
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- W2159087629 title "A hierarchical approach to mood classification in blogs" @default.
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- W2159087629 doi "https://doi.org/10.1017/s1351324911000118" @default.
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