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6 - Aspect and Entity Extraction

Published online by Cambridge University Press:  23 September 2020

Bing Liu
Affiliation:
University of Illinois, Chicago
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Summary

This is the second chapter about aspect-based sentiment analysis. In Section 2.1.1, we defined each opinion as a quintuple (e, a, s, h, t), where e is an entity and a is one of its aspects, s is the sentiment about the aspect a, h is the opinion holder, and t is the time when the opinion is expressed. Chapter 5 focused on aspect-based sentiment classification, which determines s. This chapter addresses extraction of entities and aspects about which sentiments or opinions have been expressed.

Type
Chapter
Information
Sentiment Analysis
Mining Opinions, Sentiments, and Emotions
, pp. 168 - 226
Publisher: Cambridge University Press
Print publication year: 2020

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  • Aspect and Entity Extraction
  • Bing Liu, University of Illinois, Chicago
  • Book: Sentiment Analysis
  • Online publication: 23 September 2020
  • Chapter DOI: https://doi.org/10.1017/9781108639286.007
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  • Aspect and Entity Extraction
  • Bing Liu, University of Illinois, Chicago
  • Book: Sentiment Analysis
  • Online publication: 23 September 2020
  • Chapter DOI: https://doi.org/10.1017/9781108639286.007
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Aspect and Entity Extraction
  • Bing Liu, University of Illinois, Chicago
  • Book: Sentiment Analysis
  • Online publication: 23 September 2020
  • Chapter DOI: https://doi.org/10.1017/9781108639286.007
Available formats
×