Sentiment Analysis of Comparative Sentences for Chinese Document

Guo Shi Wu; Xiao Yin Wu; Jing Jing Wei

doi:10.4028/www.scientific.net/AMM.157-158.1079

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 157-158Sentiment Analysis of Comparative Sentences for...

Sentiment Analysis of Comparative Sentences for Chinese Document

Abstract:

One of the most widely-studied sub-problems of opinion mining is sentiment classification, which includes three study levels: word, sentence and document. At the third level, most of the existing methods ignore comparative sentences which have particular sentence patterns and may lower the precision of the document-level analysis. This paper studies sentiment analysis of comparative sentences. The aim is to determine whether opinions expressed in a comparative sentence are positive or negative. Experiments of comparing with document-level sentiment analysis based on simple sentences shows the effectiveness of the proposed method.

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Periodical:

Applied Mechanics and Materials (Volumes 157-158)

Pages:

1079-1082

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.157-158.1079

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Online since:

February 2012

Authors:

Guo Shi Wu, Xiao Yin Wu, Jing Jing Wei

Keywords:

Comparative Sentences, Sentiment Analysis

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References

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DOI: 10.1145/1148170.1148215

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