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Sentiment analysis

Known as: Opinion mining, Sentiment 
Sentiment analysis (also known as opinion mining) refers to the use of natural language processing, text analysis and computational linguistics to… 
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2017
Review
2017
  • Lei Zhang, B. Liu
  • Encyclopedia of Machine Learning and Data Mining
  • 2017
  • Corpus ID: 38022159
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes… 
Highly Cited
2016
Highly Cited
2016
In the recent years, micro blogging platforms like Twitter have become instrumental in gauging public mood. So it makes it a… 
Review
2012
Review
2012
  • Lei Zhang, B. Liu
  • Encyclopedia of Machine Learning and Data Mining
  • 2012
  • Corpus ID: 38022159
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes… 
Review
2011
Review
2011
Unsupervised vector-based approaches to semantics can model rich lexical meanings, but they largely fail to capture sentiment… 
Highly Cited
2011
Highly Cited
2011
We examine sentiment analysis on Twitter data. The contributions of this paper are: (1) We introduce POS-specific prior polarity… 
Highly Cited
2011
Highly Cited
2011
We present a lexicon-based approach to extracting sentiment from text. The Semantic Orientation CALculator (SO-CAL) uses… 
Highly Cited
2010
Highly Cited
2010
  • Bing Liu
  • Handbook of Natural Language Processing
  • 2010
  • Corpus ID: 13908471
An intraocular lens for implantation in an eye comprising an optic configured so that the optic can be deformed to permit the… 
Review
2009
Review
2009
Sentiment analysis or opinion mining aims to use automated tools to detect subjective information such as opinions, attitudes… 
Review
2007
Review
2007
An important part of our information-gathering behavior has always been to find out what other people think. With the growing… 
Highly Cited
2005
Highly Cited
2005
This paper presents a new approach to phrase-level sentiment analysis that first determines whether an expression is neutral or…