reviewExpert Systems with ApplicationsMar 13, 2023HYBRID OA

A review on sentiment analysis from social media platforms

Universidad Rey Juan Carlos

Indexed incrossref

Abstract

Sentiment analysis has proven to be a valuable tool to gauge public opinion in different disciplines. It has been successfully employed in financial market prediction, health issues, customer analytics, commercial valuation assessment, brand marketing, politics, crime prediction, and emergency management. Many of the published studies have focused on sentiment analysis of Twitter messages, mainly because a large and diverse population expresses opinions about almost any topic daily on this platform. This paper proposes a comprehensive review of the multifaceted reality of sentiment analysis in social networks. We not only review the existing methods for sentiment analysis in social networks from an academic…

Citation impact

310
total citations
FWCI
51.08
Percentile
100%
References
57
Citations per year

Authors

4

Topics & keywords

Keywords
  • Sentiment analysis
  • Social media analytics
  • Social media
  • Computer science
  • Data science
  • Valuation (finance)
  • Field (mathematics)
  • Stock market
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