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Dr.Sumaia Mohammed Abdullah ALGhuribi

Assistant Professor College of Computer Engineering & Sciences
  • Kharj
  • 011-588-8818
  • s.alghuribi@psau.edu.sa
  • Curriculum Vitae
  • Publications

Publications

  • Saat NI, Mohd M, Noah SA, Al-Ghuribi SM. "Beyond Relevance: Enhancing Serendipity in Content-Based Recommendations with Knowledge Graphs." IEEE Access. 2025 Aug 13.
  • Tiwary N, Noah SA, Fauzi F, Yee TS, Al-Ghuribi SM. "ENHANCING RECOMMENDER SYSTEMS WITH DEEP REINFORCEMENT LEARNING AND KNOWLEDGE GRAPH EMBEDDINGS. " Malaysian Journal of Computer Science. 2025 Aug 1;38.
  • AL-Ghuribi, SM, Shahrul Azman Mohd Noah, Sabrina Tiun, Mawal A. Mohammed, and Nur Izyan Yasmin Saat. "Combining review elements for modelling various multi-criteria collaborative recommendation models." Journal of Big Data 12, no. 1 (2025): 160.
  • Al-Ghuribi, SM, Shahrul Azman Mohd Noah, Mawal A. Mohammed, Neeraj Tiwary, and Nur Izyan Yasmin Saat. "A Comparative Study of Sentiment-Aware Collaborative Filtering Algorithms for Arabic Recommendation Systems." IEEE Access (2024).
  • Al-Ghuribi SM, Mohd Noah SA, Al Ameri SA, Mohd M, Che Alhadi A. A Trusted User Model for Collaborative Multi-Criteria Recommendation using User Review Elements. In Proceedings of the 2023 7th International Conference on Advances in Artificial Intelligence 2023 Oct 13 (pp. 48-53).
  • Al-Ghuribi, SM, Noah, S. A. M., & Mohammed, M. (2023). An experimental study on the performance of collaborative filtering based on user reviews for large-scale datasets. PeerJ Computer Science, 9, e1525.
  • Ahmed, A. A., Hasan, M. K., Jaber, M. M., Al-Ghuribi, SM, Abd, D. H., Khan, W., & Hussain, A. Arabic Text Detection Using Rough Set Theory: Designing a Novel Approach. IEEE Access. 2023 May 22, 11, 68428-68438.
  • Al-Ghuribi, SM, Noah, S. A. M., Mohammed, M. A., Qasem, S. N., & Murshed, B. A. H. To cluster or not to cluster: the impact of clustering on the performance of aspect-based collaborative filtering. IEEE Access. 202 April 25, 11, 41979-41994.
  • Shibani, A. S. M., Mohd, M., Ghani, A. T. A., Zakaria, M. S., & Al-Ghuribi SM. Identification of Critical Parameters Affecting an E-Learning Recommendation Model Using Delphi Method Based on Expert Validation. Information. 2023 Mar 28;14(4):207.
  • Murshed, B. A. H., Abawajy, J., Mallappa, S., Saif, M. A. N., Al-Ghuribi SM, & Ghanem, F. A. Enhancing big social media data quality for use in short-text topic modeling. IEEE Access. 2022 Oct 3, 10, 105328-105351.
  • Al-Ghuribi SM, Noah SA, and Tiun S. Unsupervised Semantic Approach of Aspect-Based Sentiment Analysis for Large-Scale User Reviews. IEEE Access. 2020 Dec 3;8:218592-613.
  • Al-Ghuribi SM, Noah SA, and Tiun S. Various pre-processing strategies for domain-based sentiment analysis of unbalanced large-scale reviews. International Conference on Advanced Intelligent Systems and Informatics 2020 Oct 19 (pp. 204-214). Springer, Cham.
  • Al-Ghuribi SM, and Noah SA. Multi-criteria review-based recommender system–the state of the art. IEEE Access. 2019 Nov 21;7:169446-68.
  • AL-Ghuribi SM, and Alshomrani S. Bi-languages mining algorithm for extraction useful web contents (BiLEx). Arabian Journal for Science and Engineering. 2015 Feb;40(2):501-18.
  • Al-Ghuribi SM, and Alshomrani S. Bi-languages mining algorithm for extraction useful web contents (BILTc). International Journal of Academic Research. 2014 Sep 1;6(5).
  • Al-Ghuribi SM, and Alshomrani S. A simple study of webpage text classification algorithms for Arabic and English Languages. In2013 International Conference on IT Convergence and Security (ICITCS) 2013 Dec 16 (pp. 1-5). IEEE.
  • Al-Ghuribi SM, and Alshomrani S. A comprehensive survey on web content extraction algorithms and techniques. In2013 International Conference on Information Science and Applications (ICISA) 2013 Jun 24 (pp. 1-5). IEEE.
  • Thabit K, Al-Ghuribi SM, and Al-Aswadi FN. DNA sequence comparisons using codons. Arabian Journal for Science and Engineering. 2014 Mar;39(3):1889-96.
  • Thabit K, and AL-Ghuribi SM. A new search algorithm for documents using blocks and words prefixes. Scientific Research and Essays. 2013 Apr 25;8(16):640-8.
  • Thabet K, and Al-Ghuribi SM. Matrix multiplication algorithms. International Journal of Computer Science and Network Security. 2012, 12(2), 74.
  • Fayoumi A, Al-Ghoraibi S, Fadel A, Al-Aswadi F, Mujallid F, and Wazzan M. A simulator to improve the pilgrims performance in stoning ritual in hajj. International Journal of Computer Science and Network Security. 2011 May;11(5):141-4.

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