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Aspect identification and sentiment analysis based on NLP | IEEE Conference Publication | IEEE Xplore

Aspect identification and sentiment analysis based on NLP


Abstract:

This paper proposes method for aspect identification and sentiment analysis. This paper deals with the problem of sentence level. We use semantic syntax tree to extract N...Show More

Abstract:

This paper proposes method for aspect identification and sentiment analysis. This paper deals with the problem of sentence level. We use semantic syntax tree to extract NP nodes, a method based on slack to identify aspect and mini-support function to narrow aspect; to analyze the sentiment for the aspect we use dictionary-based method. Experimental results show that the proposed approach achieves the state-of-the-art.
Date of Conference: 21-23 September 2012
Date Added to IEEE Xplore: 24 January 2013
ISBN Information:
Print ISSN: 2374-0272
Conference Location: Beijing, China

References

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