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The main goals of the review are to support research, to propose further areas for future studies in ASA, and to smoothen the progress of other researchers\u2019 search for related studies. The findings of the review propose a taxonomy for sentiment classification methods. Furthermore, the limitations of existing approaches are highlighted in the preprocessing step, feature generation, and sentiment classification methods. Some likely trends for future research with ASA are suggested in both practical and theoretical aspects.<\/jats:p>","DOI":"10.1155\/2020\/7403128","type":"journal-article","created":{"date-parts":[[2020,1,29]],"date-time":"2020-01-29T18:31:32Z","timestamp":1580322692000},"page":"1-21","source":"Crossref","is-referenced-by-count":47,"title":["Arabic Sentiment Analysis: A Systematic Literature Review"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5319-2067","authenticated-orcid":true,"given":"Abdullatif","family":"Ghallab","sequence":"first","affiliation":[{"name":"University of Science and Technology, Sana\u2019a, Yemen"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3820-918X","authenticated-orcid":true,"given":"Abdulqader","family":"Mohsen","sequence":"additional","affiliation":[{"name":"University of Science and Technology, Sana\u2019a, 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