An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification
An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification
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DOI:
10.1007/978-3-319-07617-1_15
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发表时间:
2014-06
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影响因子:
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通讯作者:
Lukasz Augustyniak;Tomasz Kajdanowicz;Przemyslaw Kazienko;Marcin Kulisiewicz;W. Tuliglowicz
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文献类型:
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作者:
Lukasz Augustyniak;Tomasz Kajdanowicz;Przemyslaw Kazienko;Marcin Kulisiewicz;W. Tuliglowicz
The paper examines two approaches to sentiment analysis: lexicon-based vs. supervised learning in the domain of movie reviews. In evaluation, the methods were compared using a standard movie review test collection. The results show that lexicon-based approach is easily outperformed by classification approach.