scholarly journals Performance Evaluation in Arabic Sentiment Analysis during the Covid-19 Pandemic

2021 ◽  
Vol 8 (2) ◽  
pp. 16-27
Author(s):  
ahmed sakr ◽  
mohamed amin ◽  
Tamer Grwany
Keyword(s):  
Performance Evaluation ◽  
Sentiment Analysis ◽  
Arabic Sentiment Analysis

Arabic Sentiment Analysis Approaches: An Overview

2020 ◽  
Author(s):  
Youssra Zahidi ◽  
Yacine EL Younoussi ◽  
Yassine AL-Amrani
Keyword(s):  
Sentiment Analysis ◽  
Arabic Sentiment Analysis

Polarity Classification of Arabic Sentiments

2016 ◽  
Vol 11 (3) ◽  
pp. 32-49 ◽  
Author(s):  
Mohammed N. Al-Kabi ◽  
Heider A. Wahsheh ◽  
Izzat M. Alsmadi
Keyword(s):  
Social Media ◽  
Sentiment Analysis ◽  
Operating Characteristic ◽  
Opinion Mining ◽  
Online Social Network ◽  
The Social ◽  
Polarity Classification ◽  
Arabic Sentiment Analysis ◽  
Modern Standard

Sentiment Analysis/Opinion Mining is associated with social media and usually aims to automatically identify the polarities of different points of views of the users of the social media about different aspects of life. The polarity of a sentiment reflects the point view of its author about a certain issue. This study aims to present a new method to identify the polarity of Arabic reviews and comments whether they are written in Modern Standard Arabic (MSA), or one of the Arabic Dialects, and/or include Emoticons. The proposed method is called Detection of Arabic Sentiment Analysis Polarity (DASAP). A modest dataset of Arabic comments, posts, and reviews is collected from Online social network websites (i.e. Facebook, Blogs, YouTube, and Twitter). This dataset is used to evaluate the effectiveness of the proposed method (DASAP). Receiver Operating Characteristic (ROC) prediction quality measurements are used to evaluate the effectiveness of DASAP based on the collected dataset.

Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis

2019 ◽  
pp. 161-172 ◽  
Author(s):  
Kostadin Mishev ◽  
Ana Gjorgjevikj ◽  
Riste Stojanov ◽  
Igor Mishkovski ◽  
Irena Vodenska ◽  
...  
Keyword(s):  
Performance Evaluation ◽  
Sentiment Analysis

A comprehensive survey of arabic sentiment analysis

2019 ◽  
Vol 56 (2) ◽  
pp. 320-342 ◽  
Author(s):  
Mahmoud Al-Ayyoub ◽  
Abed Allah Khamaiseh ◽  
Yaser Jararweh ◽  
Mohammed N. Al-Kabi
Keyword(s):  
Sentiment Analysis ◽  
Comprehensive Survey ◽  
Arabic Sentiment Analysis

Arabic Sentiment Analysis Resources: A Survey

2016 ◽  
pp. 267-278 ◽  
Author(s):  
Areeb alOwisheq ◽  
Sarah alHumoud ◽  
Nora alTwairesh ◽  
Tarfa alBuhairi
Keyword(s):  
Sentiment Analysis ◽  
Arabic Sentiment Analysis
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