A Multi-Criteria Approach for Arabic Dialect Sentiment Analysis for Online Reviews: Exploiting Optimal Machine Learning Algorithm Selection

A Multi-Criteria Approach for Arabic Dialect Sentiment Analysis for Online Reviews: Exploiting Optimal Machine Learning Algorithm Selection

A sentiment analysis of Arabic texts is an important task in many commercial applications such as Twitter. This study introduces a multi-criteria method to empirically assess and rank classifiers for Arabic sentiment analysis. Prominent machine learning algorithms were deployed to build classificati...

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Bibliographic Details
Main Authors: Mohamed Elhag Mohamed Abo, Norisma Idris, Rohana Mahmud, Atika Qazi, Ibrahim Abaker Targio Hashem, Jaafar Zubairu Maitama, Usman Naseem, Shah Khalid Khan, Shuiqing Yang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sustainability
Subjects:
multiple-criteria
Arabic dialect
sentiment analysis
machine learning
performance evaluation
Online Access:https://www.mdpi.com/2071-1050/13/18/10018

Internet

https://www.mdpi.com/2071-1050/13/18/10018

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