Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis

Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis

Sentiment analysis was nominated as a hot research topic a decade ago for its increasing importance in analyzing the people’s opinions extracted from social media platforms. Although the Arabic language has a significant share of the content shared across social media platforms, its content’s sentim...

Full description

Bibliographic Details
Main Authors:	Hager Saleh, Sherif Mostafa, Abdullah Alharbi, Shaker El-Sappagh, Tamim Alkhalifah
Format:	Article
Language:	English
Published:	MDPI AG 2022-05-01
Series:	Sensors
Subjects:	machine learning deep learning ensemble learning Arabic sentiment analysis
Online Access:	https://www.mdpi.com/1424-8220/22/10/3707

Similar Items

Enhanced Arabic Sentiment Analysis Using a Novel Stacking Ensemble of Hybrid and Deep Learning Models
by: Hager Saleh, et al.
Published: (2022-09-01)

Ensemble Stacking Model for Sentiment Analysis of Emirati and Arabic Dialects
by: Arwa A. Al Shamsi, et al.
Published: (2023-09-01)

Surface and Deep Features Ensemble for Sentiment Analysis of Arabic Tweets
by: Nora Al-Twairesh, et al.
Published: (2019-01-01)

Stacked-CNN-BiLSTM-COVID: an effective stacked ensemble deep learning framework for sentiment analysis of Arabic COVID-19 tweets
by: Naglaa Abdelhady, et al.
Published: (2024-04-01)

A study of the performance of embedding methods for Arabic short-text sentiment analysis using deep learning approaches
by: Ali Alwehaibi, et al.
Published: (2022-09-01)

Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction
by: Ahmed Almulihi, et al.
Published: (2022-12-01)

Diagnosis of COVID-19 Using Chest X-ray Images and Disease Symptoms Based on Stacking Ensemble Deep Learning
by: Abdulaziz AlMohimeed, et al.
Published: (2023-06-01)

Active learning for Arabic sentiment analysis
by: Abdelrahman Kaseb, et al.
Published: (2023-08-01)

Diagnosis Myocardial Infarction Based on Stacking Ensemble of Convolutional Neural Network
by: Hela Elmannai, et al.
Published: (2022-11-01)

A Tweet Sentiment Classification Approach Using a Hybrid Stacked Ensemble Technique
by: Babacar Gaye, et al.
Published: (2021-09-01)

Toward Comprehensive Chronic Kidney Disease Prediction Based on Ensemble Deep Learning Models
by: Deema Mohammed Alsekait, et al.
Published: (2023-03-01)

Contextually Enriched Meta-Learning Ensemble Model for Urdu Sentiment Analysis
by: Kanwal Ahmed, et al.
Published: (2023-03-01)

An Ensemble-Learning-Based Technique for Bimodal Sentiment Analysis
by: Shariq Shah, et al.
Published: (2023-04-01)

Improving Turkish Text Sentiment Classification Through Task-Specific and Universal Transformations: An Ensemble Data Augmentation Approach
by: Aytug Onan, et al.
Published: (2024-01-01)

Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis
by: Łukasz Augustyniak, et al.
Published: (2015-12-01)

Capturing Contextual Factors in Sentiment Classification: An Ensemble Approach
by: Thien Khai Tran, et al.
Published: (2020-01-01)

SETAR: Stacking Ensemble Learning for Thai Sentiment Analysis Using RoBERTa and Hybrid Feature Representation
by: Pree Thiengburanathum, et al.
Published: (2023-01-01)

Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques
by: Hashir Ali, et al.
Published: (2024-03-01)

Semantic relational machine learning model for sentiment analysis using cascade feature selection and heterogeneous classifier ensemble
by: Anuradha Yenkikar, et al.
Published: (2022-09-01)

Hyperparameter Tuning for Machine Learning Algorithms Used for Arabic Sentiment Analysis
by: Enas Elgeldawi, et al.
Published: (2021-11-01)

Deep Learning Application to Ensemble Learning—The Simple, but Effective, Approach to Sentiment Classifying
by: Thien Khai Tran, et al.
Published: (2019-07-01)

Evolutionary Optimization of Ensemble Learning to Determine Sentiment Polarity in an Unbalanced Multiclass Corpus
by: Consuelo V. García-Mendoza, et al.
Published: (2020-09-01)

Multitasking Learning Model Based on Hierarchical Attention Network for Arabic Sentiment Analysis Classification
by: Muath Alali, et al.
Published: (2022-04-01)

Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Arabic Text
by: Elfaik Hanane, et al.
Published: (2020-12-01)

A Twitter-Based Comparative Analysis of Emotions and Sentiments of Arab and Hispanic Football Fans
by: Aseel Alhadlaq, et al.
Published: (2023-05-01)

Arabic aspect sentiment polarity classification using BERT
by: Mohammed M. Abdelgwad, et al.
Published: (2022-12-01)

A Comparative Analysis of Word Embedding and Deep Learning for Arabic Sentiment Classification
by: Sahar F. Sabbeh, et al.
Published: (2023-03-01)

Sentiment Analysis of Amazon Products Using Ensemble Machine Learning Algorithm
by: Jayakumar Sadhasivam, et al.
Published: (2019-04-01)

A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence
by: Maali Alabdulhafith, et al.
Published: (2023-01-01)

Enhancing Collaborative Filtering-Based Recommender System Using Sentiment Analysis
by: Ikram Karabila, et al.
Published: (2023-07-01)

A Review on Arabic Sentiment Analysis: State-of-the-Art, Taxonomy and Open Research Challenges
by: Mohamed Elhag Mohamed Abo, et al.
Published: (2019-01-01)

Building an Arabic Sentiment Lexicon Using Semi-supervised Learning
by: Fawaz H.H. Mahyoub, et al.
Published: (2014-12-01)

Sentiment analysis for Arabic tweet about the COVID-19 Worldwide Epidemic
by: Areej ALSHUTAYRI, et al.
Published: (2022-06-01)

Evaluating sentiment analysis for Arabic Tweets using machine learning and deep learning
by: Areej ALSHUTAYRI, et al.
Published: (2022-12-01)

A systematic literature review of Arabic dialect sentiment analysis
by: Yassir Matrane, et al.
Published: (2023-06-01)

Arabic Sentiment Analysis (ASA) Using Deep Learning Approach
by: Abdulhakeem Qusay Al-Bayati, et al.
Published: (2020-06-01)

A review of sentiment analysis research in Arabic language
by: Oueslati, Oumaima, et al.
Published: (2021)

Aspect-based Sentiment Analysis and Location Detection for Arabic Language Tweets
by: AlShammari Norah, et al.
Published: (2022-12-01)

AraSenCorpus: A Semi-Supervised Approach for Sentiment Annotation of a Large Arabic Text Corpus
by: Ali Al-Laith, et al.
Published: (2021-03-01)

Multiple transfer learning-based multimodal sentiment analysis using weighted convolutional neural network ensemble
by: Alireza Ghorbanali, et al.
Published: (2023-03-01)