A BiLSTM-CF and BiGRU-based deep sentiment analysis model to explore customer reviews for effective recommendations

MRR Rana, A Nawaz, T Ali, AM El-Sherbeeny… - … , Technology & Applied …, 2023 - etasr.com
The advancement of technology has led to the rise of social media forums and e-commerce
platforms, which have become popular means of communication, and people can express …

ASIF: attention-based sentiment inquiry framework for profound product recommendations

A Nawaz - Multimedia Tools and Applications, 2024 - Springer
Online product recommendation has gained much popularity in recent years and has
become the most demanding research area that can help consumers make better …

Pre-diabetic diagnosis from habitual and medical features using ensemble classification

Z Aamir, I Murtza - Journal of Computing & Biomedical Informatics, 2023 - jcbi.org
Diabetes is the fastest growing metabolic disorder. It has become a serious global health
emergency. This disease if not diagnosed can increase the risk of serious life-threatening …

Security Threat Exploration on Smart Living Style based on Twitter Data

T AlSaedi, M Mehmood, A Mahmood… - … , Technology & Applied …, 2024 - etasr.com
Abstract The Internet of Things (IoT) has revolutionized individuals' homes with smart
devices, but it has also brought security worries due to the huge amounts of data they …

[PDF][PDF] Harnessing Machine Learning for Arabic COVID-19 Omicron News Classification: A Comparative Study.

A Alzahrani - International Journal of Advances in Soft Computing & …, 2023 - i-csrs.org
The exponential growth of web-based content has prompted governments and businesses
to seek new strategies and tools for effective governance, navigation, and management of …

Systematic Literature Review on Aspect-Based Sentiment Analysis: Insights from Community Reports

MR Kamal, ZA Hasibuan - 2024 International Seminar on …, 2024 - ieeexplore.ieee.org
This systematic literature review examines the utilization of datasets, methodologies, and
evaluation metrics in Aspect-Based Sentiment Analysis (ABSA) across 44 scholarly …

CNN and LSTM based hybrid deep learning model for sentiment analysis on Arabic text reviews

S Ahmad, SM Saqib, AH Syed - Mehran University Research …, 2024 - search.informit.org
Companies with diverse product offerings rely on customer reviews to gauge product
reception. Following a purchase, customers often share their opinions on the website …

[PDF][PDF] Enhancing healthcare services recommendation through sentiment analysis

MRR Rana, A Nawaz, T Ali… - Acta Universitatis …, 2023 - intapi.sciendo.com
As technology advances, most people use social media sites like Twitter, Facebook, and
Flickr to share information and communicate with others. The volume of free-text data is …

Multus Medium Opinion Mining (MMOM): A Novel Hybrid Deep Learning Approach for Comprehensive Product Review Analysis

B Kanwal, A Nawaz, G Mustafa, T Ali, M Babar… - 2023 - preprints.org
Advancements in technology have revolutionized communication on social media platforms,
where reviews and comments greatly influence product selection. Current opinion mining …

Benchmarking Travelling Reviews using Opinion Mining

B Kanwal, MRR Rana, A Nawaz… - … University Journal of …, 2024 - fujeas.fui.edu.pk
Online travel reviews offer valuable data, yet it remains uncertain if those most influenced by
these reviews actually read them. This research aims to uncover consistent patterns and …