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Sentiment Analysis

  • Tiejian Luo
  • Su Chen
  • Guandong Xu
  • Jia Zhou
Chapter

Abstract

Sentiment analysis (also called opinion mining) refers to the application of natural language processing, computational linguistics, and text analytics to identify and classify subjective opinions in source materials (e.g., a document or a sentence).Generally speaking, sentiment analysis aims to determine the attitude of a writer with respect to some topic or the overall contextual polarity of a document. The attitude may be his or her judgment or evaluation, affective state (that is to say, the emotional state of the author when writing), or the intended emotional communication (that is to say, the emotional effect the author wishes to have on the reader).

Keywords

Sentiment Analysis Cosine Similarity Collaborative Filter Personalized Recommendation Opinion Orientation 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Copyright information

© Springer Science+Business Media New York 2013

Authors and Affiliations

  1. 1.University of Chinese Academy of SciencesBeijingPeople’s Republic of China
  2. 2.China Mobile Research InstituteBeijingPeople’s Republic of China
  3. 3.University Technology SydneySydneyAustralia

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