Smarter sustainable tourism: data-driven multi-perspective parameter discovery for autonomous design and operations

R Alsahafi, A Alzahrani, R Mehmood - Sustainability, 2023 - mdpi.com
Global natural and manmade events are exposing the fragility of the tourism industry and its
impact on the global economy. Prior to the COVID-19 pandemic, tourism contributed 10.3 …

Hyperparameter tuning for machine learning algorithms used for arabic sentiment analysis

E Elgeldawi, A Sayed, AR Galal, AM Zaki - Informatics, 2021 - mdpi.com
Machine learning models are used today to solve problems within a broad span of
disciplines. If the proper hyperparameter tuning of a machine learning classifier is …

Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

[HTML][HTML] Freely available Arabic corpora: A scoping review

A Ahmed, N Ali, M Alzubaidi, W Zaghouani… - Computer Methods and …, 2022 - Elsevier
Background Corpora play a vital role when training machine learning (ML) models and
building systems that use natural language processing (NLP). It can be challenging for …

Utilization of Animiz Animation Application in Arabic Class 2 Madrasah Tsanawiyah Lessons at Diniyyah Pasia Modern Islamic Boarding School

A Maryati, A Ameer, J Egie - Scientechno: Journal of Science …, 2022 - journal.ypidathu.or.id
This study uses a qualitative method. With this method, the researcher conducted interviews
with some members of the second class of private madrasah tsanawiyyah at the modern …

A new ontology-based method for Arabic sentiment analysis

SM Khabour, QA Al-Radaideh, D Mustafa - Big Data and Cognitive …, 2022 - mdpi.com
Arabic sentiment analysis is a process that aims to extract the subjective opinions of different
users about different subjects since these opinions and sentiments are used to recognize …

Arabic sentiment analysis of eateries' reviews: Qassim region case study

LM Alharbi, AM Qamar - 2021 National Computing Colleges …, 2021 - ieeexplore.ieee.org
Social media plays an essential role in daily life. It allows people to express their thoughts
and feelings about available products on e-commerce websites, which is often called an …

Deep learning approach for sentimental analysis of hotel review on bengali text

JJ Bonny, NJ Haque, MR Ulla… - … on Advances in …, 2022 - ieeexplore.ieee.org
We live in an age of technology. Technology is advancing day by day. People in India
(Kolkata), Bangladesh, who use the Bengali language as a communication language, use …

[PDF][PDF] Hyperparameter Tuning for Machine Learning Algorithms Used for Arabic Sentiment Analysis. Informatics 2021, 8, 79

E Elgeldawi, A Sayed, AR Galal, AM Zaki - 2021 - academia.edu
Machine learning models are used today to solve problems within a broad span of
disciplines. If the proper hyperparameter tuning of a machine learning classifier is …

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 …