Arabic sentiment analysis of Monkeypox using deep neural network and optimized hyperparameters of machine learning algorithms

H Gharaibeh, RE Al Mamlook, G Samara… - Social Network Analysis …, 2024 - Springer
Sentiment analysis, a branch of natural language processing (NLP), has gained significant
attention for its applications in various domains. This study focuses on utilizing machine …

[HTML][HTML] Categorization of Arabic posts using Artificial Neural Network and hash features

DH Abd, W Khan, B Khan, N Alharbe… - Journal of King Saud …, 2023 - Elsevier
Sentiment analysis is an important study topic with diverse application domains including
social network monitoring and automatic analysis of the body of natural language …

Comparative analysis for arabic sentiment classification

MA Algburi, A Mustapha, SA Mostafa… - Applied Computing to …, 2020 - Springer
Sentiment analysis categorizes human opinions, emotions and reactions extracted from text
into positive or negative polarity. However, mining sentiments from the Arabic text is …

A CNN-LSTM-based hybrid deep learning approach for sentiment analysis on Monkeypox tweets

KK Mohbey, G Meena, S Kumar, K Lokesh - New Generation Computing, 2024 - Springer
The research on sentiment analysis has shown a great deal of utility in the field of public
health, specifically in the investigation of infectious illnesses. As the world begins to …

Improving sentiment analysis in Arabic and English languages by using multi-layer perceptron model (MLP)

M Almaghrabi, G Chetty - 2020 IEEE 7th International …, 2020 - ieeexplore.ieee.org
Sentiment analysis is the process of analyzing people's opinion and feelings toward
individual, entities, issues, items or topics. Within the last couple of years, this field has …

Sentiment analysis in Nepali: exploring machine learning and lexicon-based approaches

R Piryani, B Piryani, VK Singh… - Journal of Intelligent & …, 2020 - content.iospress.com
In recent times, sentiment analysis research has achieved tremendous impetus on English
textual data, however, a very less amount of research has been focused on Nepali textual …

[PDF][PDF] A hybrid method of linguistic and statistical features for Arabic sentiment analysis

AS AL-Jumaili - Baghdad Science Journal, 2020 - iasj.net
Sentiment analysis refers to the task of identifying polarity of positive and negative for
particular text that yield an opinion. Arabic language has been expanded dramatically in the …

Sentiment Analysis from Texts Written in Standard Arabic and Moroccan Dialect based on Deep Learning Approaches.

EM Cherrat, H Ouahi, A BEKKAR - International Journal of …, 2024 - journal.uob.edu.bh
Sentiment analysis plays a crucial role in extracting subjective information from various
sources using natural language processing techniques. It involves identifying opinions …

[图书][B] Sentiment analysis in the Arabic language using machine learning

SS Alotaibi - 2015 - search.proquest.com
Sentiment analysis has recently become one of the growing areas of research related to
natural language processing and machine learning. Much opinion and sentiment about …

Sentiment analysis of lithuanian texts using traditional and deep learning approaches

J Kapočiūtė-Dzikienė, R Damaševičius, M Woźniak - Computers, 2019 - mdpi.com
We describe the sentiment analysis experiments that were performed on the Lithuanian
Internet comment dataset using traditional machine learning (Naïve Bayes Multinomial …