Review Article

Arabic Sentiment Analysis: A Systematic Literature Review

Table 2

Inclusion and exclusion criteria.

InclusionExclusion

Articles published between January 2013 and November 2018Nonacademic articles and gray literature, including working papers and technical reports
Using relative keywordsArticles with weak writing and analysis
Prestige and academic papers and articlesArticles about natural language processing (NLP) and its applications, such as speech recognition, fact-checking systems, handwritten words recognition, and named entity recognition
The research focuses on sentiment analysis classificationArticles about other classifications, such as emotions classification and identifying a dialect
The research was related to Arabic languageArticles address only building a resource for SA, such as lexicon or corpus
Articles written in EnglishDuplicated and review articles
Articles presenting research in non-Arabic language, such as Arabizi, English, and Urdu
Papers that did not meet the practical screening