A survey on sentiment analysis challenges

Cairo University

Indexed incrossrefdoaj

Abstract

With accelerated evolution of the internet as websites, social networks, blogs, online portals, reviews, opinions, recommendations, ratings, and feedback are generated by writers. This writer generated sentiment content can be about books, people, hotels, products, research, events, etc. These sentiments become very beneficial for businesses, governments, and individuals. While this content is meant to be useful, a bulk of this writer generated content require using the text mining techniques and sentiment analysis. But there are several challenges facing the sentiment analysis and evaluation process. These challenges become obstacles in analyzing the accurate meaning of sentiments and detecting the suitable…

Citation impact

648
total citations
FWCI
49.91
Percentile
100%
References
72
Citations per year

Authors

1

Topics & keywords

Keywords
  • Sentiment analysis
  • Computer science
  • Meaning (existential)
  • The Internet
  • Data science
  • Content analysis
  • Polarity (international relations)
  • Process (computing)
UN Sustainable Development Goals
  • Quality Education
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