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Sentiment Analysis and Opinion Mining

Sentiment Analysis and Opinion Mining April 22, 2012 Bing Liu Draft: Due to copyediting, the published version is slightly different Bing Liu. Sentiment Analysis and Opinion Mining , Morgan & Claypool Publishers, May 2012. Sentiment Analysis and Opinion Mining 2 Table of Contents Preface ..5 Sentiment Analysis : A Fascinating Problem ..7 Sentiment Analysis applications ..8 Sentiment Analysis Research ..10 Different Levels of Analysis .. 10 Sentiment Lexicon and Its Issues .. 12 Natural Language Processing Issues .. 13 Opinion Spam Detection.

and comprehensive introductory text, as well as a survey to the subject. 1.1 Sentiment Analysis Applications Opinions are central to almost all human activities because they are key influencers of our behaviors. Whenever we need to make a decision, we want to know others’ opinions. In the real world, businesses and

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  Applications, Analysis, Texts, Sentiment, Sentiment analysis, Sentiment analysis applications

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