A Comprehensive Survey on Web Content Extraction Algorithms and Techniques. - Sumaia Mohammed Al-Ghuribi; Saleh Alshomrani (ICISA, 2013)

A Simple Study of Webpage Text Classification Algorithms for Arabic and English Languages. - Sumaia Mohammed Al-Ghuribi; Saleh Alshomrani (ICITCS, 2013)

Multi-Criteria Review-Based Recommender System-The State of the Art. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah (IEEE Access, 2019)

Various Pre-processing Strategies for Domain-Based Sentiment Analysis of Unbalanced Large-Scale Reviews. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Noah; Sabrina Tiun (AISI, 2020)

Unsupervised Semantic Approach of Aspect-Based Sentiment Analysis for Large-Scale User Reviews. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Sabrina Tiun (IEEE Access, 2020)

A Comprehensive Overview of Recommender System and Sentiment Analysis. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah (CoRR, 2021)

Enhancing Big Social Media Data Quality for Use in Short-Text Topic Modeling. - Belal Abdullah Hezam Murshed; Jemal H. Abawajy; Suresha Mallappa; Mufeed Ahmed Naji Saif; Sumaia Mohammed Al-Ghuribi; Fahd A. Ghanem (IEEE Access, 2022)

Arabic Text Mining. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah (CoRR, 2022)

A Trusted User Model for Collaborative Multi-Criteria Recommendation using User Review Elements. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Saeed Amer Alameri; Masnizah Mohd; Arifah Che Alhadi (ICAAI, 2023)

Arabic Text Detection Using Rough Set Theory: Designing a Novel Approach. - Amjed Abbas Ahmed; Mohammad Kamrul Hasan; Mustafa Musa Jaber; Sumaia Mohammed Al-Ghuribi; Dhafar Hamed Abd; Wasiq Khan; Ahmed T. Sadiq; Abir Hussain (IEEE Access, 2023)

To Cluster or Not to Cluster: The Impact of Clustering on the Performance of Aspect-Based Collaborative Filtering. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Mawal A. Mohammed; Sultan Noman Qasem; Belal Abdullah Hezam Murshed (IEEE Access, 2023)

An experimental study on the performance of collaborative filtering based on user reviews for large-scale datasets. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Mawal A. Mohammed (PeerJ Comput. Sci., 2023)

Identification of Critical Parameters Affecting an E-Learning Recommendation Model Using Delphi Method Based on Expert Validation. - Abubaker Salem Mohamed Shibani; Masnizah Mohd; Ahmad Tarmizi Abdul Ghani; Mohamad Shanudin Zakaria; Sumaia Mohammed Al-Ghuribi (Inf., 2023)

Advancing Recommender Systems With Deep Reinforcement Learning. - Neeraj Tiwary; Shahrul Azman Mohd. Noah; Fariza Fauzi; Tan Siok Yee; Sumaia Mohammed Al-Ghuribi (KSE, 2024)

A Comparative Study of Sentiment-Aware Collaborative Filtering Algorithms for Arabic Recommendation Systems. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Mawal A. Mohammed; Neeraj Tiwary; Nur Izyan Yasmin Saat (IEEE Access, 2024)

Combining review elements for modelling various multi-criteria collaborative recommendation models. - Sumaia Mohammed Al-Ghuribi; Shahrul Azman Mohd. Noah; Sabrina Tiun; Mawal A. Mohammed; Nur Izyan Yasmin Saat (J. Big Data, 2025)