]> BibSonomy publications for /bibtex/20b6f267021dde9c3181e88c5100a7552/renew http://www.bibsonomy.org/burst/bibtex/20b6f267021dde9c3181e88c5100a7552/renew BibSonomy BuRST Feed for /bibtex/20b6f267021dde9c3181e88c5100a7552/renew 2008-10-12T00:32:09+02:00 A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts A sentimental educationhttp://www.bibsonomy.org/bibtex/20b6f267021dde9c3181e88c5100a7552/renew renew 2008-02-22T20:53:15+01:00 analysis sentiment
PDF A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts
Bo Pang and Lillian Lee ACL '04: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics 271 (2004)
to analysis sentiment on 2008-02-22 20:53:15 ]]> Morristown, NJ, USAACL '04: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics271A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts2004analysis sentiment 2008-02-22 20:53:15.0Sentiment analysis seeks to identify the viewpoint(s) underlying a text span; an example application is classifying a movie review as "thumbs up" or "thumbs down". To determine this sentiment polarity, we propose a novel machine-learning method that applies text-categorization techniques to just the subjective portions of the document. Extracting these portions can be implemented using efficient techniques for finding minimum cuts in graphs; this greatly facilitates incorporation of cross-sentence contextual constraints.