Sumaia Mohammed Al-Ghuribi

17 papers Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Relevance: Enhancing Serendipity in Content-Based Recommendations With Knowledge Graphs.
IEEE Access
Nur Izyan Yasmin Saat, Masnizah Mohd, Shahrul Azman Mohd Noah, Sumaia Mohammed Al-Ghuribi
2025 J jnl
Combining review elements for modelling various multi-criteria collaborative recommendation models.
J. Big Data
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah, Sabrina Tiun, Mawal A. Mohammed, Nur Izyan Yasmin Saat
2024 J jnl
A Comparative Study of Sentiment-Aware Collaborative Filtering Algorithms for Arabic Recommendation Systems.
IEEE Access
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah, Mawal A. Mohammed, Neeraj Tiwary, Nur Izyan Yasmin Saat
2024 — conf
Advancing Recommender Systems With Deep Reinforcement Learning.
KSE
Neeraj Tiwary, Shahrul Azman Mohd Noah, Fariza Fauzi, Tan Siok Yee, Sumaia Mohammed Al-Ghuribi
2023 — conf
A Trusted User Model for Collaborative Multi-Criteria Recommendation using User Review Elements.
ICAAI
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah, Saeed Amer Alameri, Masnizah Mohd, Arifah Che Alhadi
2023 J jnl
An experimental study on the performance of collaborative filtering based on user reviews for large-scale datasets.
PeerJ Comput. Sci.
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah, Mawal A. Mohammed
2023 J jnl
Arabic Text Detection Using Rough Set Theory: Designing a Novel Approach.
IEEE Access
Amjed Abbas Ahmed, Mohammad Kamrul Hasan, Mustafa Musa Jaber, Sumaia Mohammed Al-Ghuribi, Dhafar Hamed Abd, Wasiq Khan, Ahmed T. Sadiq, Abir Hussain
2023 J jnl
Identification of Critical Parameters Affecting an E-Learning Recommendation Model Using Delphi Method Based on Expert Validation.
Inf.
Abubaker Salem Mohamed Shibani, Masnizah Mohd, Ahmad Tarmizi Abdul Ghani, Mohamad Shanudin Zakaria, Sumaia Mohammed Al-Ghuribi
2023 J jnl
To Cluster or Not to Cluster: The Impact of Clustering on the Performance of Aspect-Based Collaborative Filtering.
IEEE Access
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah, Mawal A. Mohammed, Sultan Noman Qasem, Belal Abdullah Hezam Murshed
2022 J jnl
Arabic Text Mining.
CoRR
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah
2022 J jnl
Enhancing Big Social Media Data Quality for Use in Short-Text Topic Modeling.
IEEE Access
Belal Abdullah Hezam Murshed, Jemal H. Abawajy, Suresha Mallappa, Mufeed Ahmed Naji Saif, Sumaia Mohammed Al-Ghuribi, Fahd A. Ghanem
2021 J jnl
A Comprehensive Overview of Recommender System and Sentiment Analysis.
CoRR
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah
2020 J jnl
Unsupervised Semantic Approach of Aspect-Based Sentiment Analysis for Large-Scale User Reviews.
IEEE Access
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah, Sabrina Tiun
2020 — conf
Various Pre-processing Strategies for Domain-Based Sentiment Analysis of Unbalanced Large-Scale Reviews.
AISI
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Noah, Sabrina Tiun
2019 J jnl
Multi-Criteria Review-Based Recommender System-The State of the Art.
IEEE Access
Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah
2013 — conf
A Comprehensive Survey on Web Content Extraction Algorithms and Techniques.
ICISA
Sumaia Mohammed Al-Ghuribi, Saleh Alshomrani
2013 — conf
A Simple Study of Webpage Text Classification Algorithms for Arabic and English Languages.
ICITCS
Sumaia Mohammed Al-Ghuribi, Saleh Alshomrani