Deep learning in Arabic sentiment analysis: An overview

被引:15
|
作者
Alharbi, Amal [1 ]
Taileb, Mounira [1 ]
Kalkatawi, Manal [1 ]
机构
[1] King Abdulaziz Univ, Informat Technol Dept, POB 80200, Jeddah 21589, Saudi Arabia
关键词
Arabic text; deep learning; sentiment analysis;
D O I
10.1177/0165551519865488
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sentiment analysis became a very motivating area in both academic and industrial fields due to the exponential increase of the online published reviews and recommendations. To solve the problem of analysing and classifying those reviews and recommendations, several techniques have been proposed. Lately, deep neural networks showed promising outcomes in sentiment analysis. The growing number of Arab users on the Internet along with the increasing amount of published Arabic reviews and comments encouraged researchers to apply deep learning to analyse them. This article is a comprehensive overview of research works that utilised the deep learning approach for Arabic sentiment analysis.
引用
收藏
页码:129 / 140
页数:12
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