SentiSummary: Sentiment Summarization for User Product Reviews

  • Senior C
  • Feczko M
  • Schaye A
 et al. 
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Abstract

This paper describes an approach to summarize and analyze user product reviews using summarization techniques found in multi-document summarization as well as sentiment anal- ysis to extract opinions found in text. Previously, most re- search has focused on creating summaries for formal text such as The Wall Street Journal or other major news out- let. However, those same summarizers do not perform well on informal language such as blogs and user reviews. Our system uses sentiment analysis to analyze user product re- views for multiple products, identify and parse the positive and negative viewpoints across multiple reviews, summarize those viewpoints and display the aggregated information in a user friendly and useful manner.

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Authors

  • C I S Senior

  • Matthew Feczko

  • Andrew Schaye

  • M Marcus

  • a Nenkova

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