articleAin Shams Engineering JournalMay 27, 2014GOLD OA

Sentiment analysis algorithms and applications: A survey

Canadian International College · Ain Shams University

Indexed incrossrefdoaj

Abstract

Sentiment Analysis (SA) is an ongoing field of research in text mining field. SA is the computational treatment of opinions, sentiments and subjectivity of text. This survey paper tackles a comprehensive overview of the last update in this field. Many recently proposed algorithms' enhancements and various SA applications are investigated and presented briefly in this survey. These articles are categorized according to their contributions in the various SA techniques. The related fields to SA (transfer learning, emotion detection, and building resources) that attracted researchers recently are discussed. The main target of this survey is to give nearly full image of SA techniques and the related fields with…

Citation impact

3,195
total citations
FWCI
150.09
Percentile
100%
References
132
Citations per year

Authors

3

Topics & keywords

Keywords
  • Field (mathematics)
  • Sentiment analysis
  • Computer science
  • Data science
  • Subjectivity
  • Artificial intelligence
  • Algorithm
  • Mathematics
UN Sustainable Development Goals
  • Quality Education
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