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Role of sentiment classification in sentiment analysis: a survey.

Authors :
Kumar, Pavan M. R.
Prabhu, J.
Source :
Annals of Library & Information Studies. Sep2018, Vol. 65 Issue 3, p196-209. 14p.
Publication Year :
2018

Abstract

Through a survey of literature, the role of sentiment classification in sentiment analysis has been reviewed. The review identifies the research challenges involved in tackling sentiment classification. A total of 68 articles during 2015 - 2017 have been reviewed on six dimensions viz., sentiment classification, feature extraction, cross-lingual sentiment classification, cross-domain sentiment classification, lexica and corpora creation and multi-label sentiment classification. This study discusses the prominence and effects of sentiment classification in sentiment evaluation and a lot of further research needs to be done for productive results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09725423
Volume :
65
Issue :
3
Database :
Academic Search Index
Journal :
Annals of Library & Information Studies
Publication Type :
Academic Journal
Accession number :
133282708