Nurul Aida Osman

@utp.edu.my

Lecturer, Computer and Information Sciences Department
Universiti Teknologi PETRONAS

Nurul Aida Osman


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https://researchid.co/aidaosman

RESEARCH INTERESTS

Sentiment analysis, predictive analytics, machine learning, recommender systems, ontology
469

Scholar Citations

11

Scholar h-index

12

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Toward Sustainable Learning With AI: A Methodological Agenda for Accountable Coursework
    D Wang, MN Ahmad, S Alahmari, WM Alawad, AH Omar, NA Osman, ...
    European Journal of Education 61 (2), e70677 , 2026
    2026
  • Exploring Ontology Construction Using Text Mining in Islamic Social Finance: A Scoping Review
    NSS Omar, S Shuhidan, NAB Osman, MA Ahmadon, NIY Saat, ...
    2025 IEEE 14th Global Conference on Consumer Electronics (GCCE), 904-908 , 2025
    2025
  • Robust Principal Component Analysis in Multivariate Applications
    SSSA Mutalib, WNSW Yusoff, AP Kurniati, NA Osman, Z Zulhelmy
    Journal of Applied Science, Engineering, Technology, and Education 7 (2 … , 2025
    2025
    Citations: 1
  • A Hybrid Machine Learning Model for Intelligent Asset Integrity in the Oil and Gas Industry
    A Yunita, Y Albi, MZ Almuzakki, T Tasmi, EAP Akhir, NA Osman, N Aziz
    2025 International Conference on Information and Communication Technology … , 2025
    2025
  • A sustainable industrial waste control with AI for predicting CO2 for climate change monitoring
    JS Yizhong Lin,Nurul Aida Osman,Shirley Tang,Mohammad Nazir Ahmad,Riza ...
    Journal of Environmental Management 383, 125338 , 2025
    2025
    Citations: 4
  • Application of Machine Learning to Predict Pile Driveability Performance in Offshore Southeast Asia Soils
    NN Huang, MJ Rohani, AA Rahman, N Yusoff, ZAM Ali, NA Osman, ...
    2025
  • A Conceptual Framework for Personalized Early Prediction of Asthma Exacerbation Attacks Using Proximal Policy Optimization
    DA Aliyu, EAP Akhir, NA Osman, S Yahaya, S Adamu, H Mamman
    JOIV: International Journal on Informatics Visualization 8 (4), 2462-2471 , 2024
    2024
    Citations: 2
  • Enhanced task scheduling and resource allocation in edge-cloud continuum using modified flower pollination algorithm
    NM Dankolo, NHM Radzi, NH Mustaffa, NA Osman, D Gabi, MN Yusuf
    IEEE Access 12, 162299-162310 , 2024
    2024
    Citations: 7
  • Dynamic Fraud Detection in E-banking: A Case Study on Ethereum Networks Using Machine Learning Enhanced by Blockchain
    VC Maheshwari, G Kumar, NA Osman, R Singh, AA Imam, ALS Hoong, ...
    International Conference on Smart Cities, 653-668 , 2024
    2024
    Citations: 2
  • An emerging network for COVID-19 CT-scan classification using an ensemble deep transfer learning model
    K Yousefpanah, MJ Ebadi, S Sabzekar, NH Zakaria, NA Osman, ...
    Acta Tropica 257, 107277 , 2024
    2024
    Citations: 13
  • Optimization techniques in reinforcement learning for healthcare: a review
    DA Aliyu, EAP Akhir, NA Osman, JA Salisu, Y Saidu, JS Yalli
    2024 8th international conference on computing, communication, control and … , 2024
    2024
    Citations: 11
  • Deep and contextually engineered features for metaphor detection
    MS Razali, S Tajudin, NA Osman, F Mohd Ali
    Intelligent Systems Conference, 399-408 , 2024
    2024
    Citations: 2
  • Alleviating sparsity to enhance group recommendation with cross-linked domain model
    YC Xuan, RM Nawi, NA Osman, NZ Harun
    International Conference on Soft Computing and Data Mining, 33-42 , 2024
    2024
    Citations: 1
  • Check for updates The Effectiveness of Flipped Classroom to Develop Data Scientist Skills for Final year Project: A Case Study of Customer Facial Recognition Using CNN
    N Aziz, NA Osman, NSM Suhaimi, EAP Akhir
    Proceedings of the International Conference on Advancing and Redesigning … , 2024
    2024
  • Patient Clustering to Improve Process Mining for Disease Trajectory Analysis Using Indonesia Health Insurance Dataset
    AP Kurniati, GAA Wisudiawan, GP Kusuma, S Saadah, NA Osman, ...
    2024 7th International Conference on Artificial Intelligence and Big Data … , 2024
    2024
    Citations: 2
  • Detecting and Adapting to Concept Drift in Large-Scale Internet of Medical Things Data Streams: A Drift-Oriented Framework
    V Maheshwari, NAB Osman, H Daud, AP Kurniati, WNSB Yousaf
    2024
    Citations: 2
  • A Drift-Oriented Adaptive Framework for Concept Drift Detection in Large-Scale Internet-of-Medical-Things Data Streams
    V Maheshwari, NA Bt. Osman, H Daud, AP Kurniati, WNS Bt. Wan Yusoff
    medRxiv, 2024.02. 16.24302969 , 2024
    2024
    Citations: 2
  • Parallel enhanced whale optimization algorithm for independent tasks scheduling on cloud computing
    ZA Khan, IA Aziz, NAB Osman, S Nabi
    IEEE Access 12, 23529-23548 , 2024
    2024
    Citations: 27
  • Enhanced Task Scheduling and Resource Allocation in Edge-Cloud Continuum Using Modified Flower Pollination Algorithm
    NORHM RADZI, NH MUSTAFFA, NA OSMAN, D GABI, MN YUSUF
    2024
  • A Review on Task Scheduling Techniques in Cloud and Fog Computing: Taxonomy, Tools, Open Issues, Challenges, and Future Directions
    ZA Khan, IA Aziz, NAB Osman, I Ullah
    IEEE Access 11, 143417 - 143445 , 2023
    2023
    Citations: 53

MOST CITED SCHOLAR PUBLICATIONS

  • Integrating contextual sentiment analysis in collaborative recommender systems
    NA Osman, SA Mohd Noah, M Darwich, M Mohd
    Plos one 16 (3), e0248695 , 2021
    2021
    Citations: 73
  • Corpus-Based Techniques for Sentiment Lexicon Generation: A Review.
    M Darwich, SA Mohd, N Omar, NA Osman
    J. Digit. Inf. Manag. 17 (5), 296 , 2019
    2019
    Citations: 68
  • Contextual sentiment based recommender system to provide recommendation in the electronic products domain
    NA Osman, SAM Noah, M Darwich
    International Journal of Machine Learning and Computing 9 (4), 425-431 , 2019
    2019
    Citations: 60
  • A Review on Task Scheduling Techniques in Cloud and Fog Computing: Taxonomy, Tools, Open Issues, Challenges, and Future Directions
    ZA Khan, IA Aziz, NAB Osman, I Ullah
    IEEE Access 11, 143417 - 143445 , 2023
    2023
    Citations: 53
  • Quantifying the natural sentiment strength of polar term senses using semantic gloss information and degree adverbs
    M Darwich, SAM Noah, N Omar, NA Osman, I Said
    Journal of Advances in Information Technology Vol 11 (3) , 2020
    2020
    Citations: 38
  • Parallel enhanced whale optimization algorithm for independent tasks scheduling on cloud computing
    ZA Khan, IA Aziz, NAB Osman, S Nabi
    IEEE Access 12, 23529-23548 , 2024
    2024
    Citations: 27
  • Sentiment-based model for recommender systems
    NA Osman, SAM Noah
    2018 Fourth International Conference on Information Retrieval and Knowledge … , 2018
    2018
    Citations: 27
  • Ontology-driven semantic digital library
    SA Noah, NAR Alias, NA Osman, Z Abdullah, N Omar, Y Yahya, ...
    Asia Information Retrieval Symposium, 141-150 , 2010
    2010
    Citations: 15
  • A Hybrid Approach Adopted for Credit Card Fraud Detection Based on Deep Neural Networks and Attention Mechanism
    VC Maheshwari, NA Osman, N Aziz
    Journal of Advanced Research in Applied Sciences and Engineering Technology … , 2023
    2023
    Citations: 14
  • An emerging network for COVID-19 CT-scan classification using an ensemble deep transfer learning model
    K Yousefpanah, MJ Ebadi, S Sabzekar, NH Zakaria, NA Osman, ...
    Acta Tropica 257, 107277 , 2024
    2024
    Citations: 13
  • Optimization techniques in reinforcement learning for healthcare: a review
    DA Aliyu, EAP Akhir, NA Osman, JA Salisu, Y Saidu, JS Yalli
    2024 8th international conference on computing, communication, control and … , 2024
    2024
    Citations: 11
  • Improving accuracy in sentiment analysis for Malay language
    AA Sadanandan, NA Osman, H Saifuddin, MK Ahamad, DN Pham, H Hoe
    Proc. 4th Int. Conf. Artif. Intell. Comput. Sci., 28-29 , 2016
    2016
    Citations: 11
  • Sentiment Analysis of E-commerce Review using Lexicon Sentiment Method
    M Hakkinen, FA Wong, MS Anggreainy, WR Hidayat
    2021 1st International Conference on Computer Science and Artificial … , 2021
    2021
    Citations: 9
  • Enhanced task scheduling and resource allocation in edge-cloud continuum using modified flower pollination algorithm
    NM Dankolo, NHM Radzi, NH Mustaffa, NA Osman, D Gabi, MN Yusuf
    IEEE Access 12, 162299-162310 , 2024
    2024
    Citations: 7
  • Semantic search in digital library semantic technology
    NA Osman, SAM Noah, N Omar
    2010 International Symposium on Information Technology 3, 1504-1507 , 2010
    2010
    Citations: 7
  • Current trends and research directions in the dictionary-based approach for sentiment lexicon generation: a survey
    A Osman, S Ahmad
    Journal of theoretical and applied information technology 97 (22) , 2019
    2019
    Citations: 5
  • A sustainable industrial waste control with AI for predicting CO2 for climate change monitoring
    JS Yizhong Lin,Nurul Aida Osman,Shirley Tang,Mohammad Nazir Ahmad,Riza ...
    Journal of Environmental Management 383, 125338 , 2025
    2025
    Citations: 4
  • Predictive Analytics for Oil and Gas Asset Maintenance Using XGBoost Algorithm
    N Aziz, MHA Abdullah, NA Osman, MN Musa, EAP Akhir
    International Conference on Emerging Technologies and Intelligent Systems … , 2022
    2022
    Citations: 4
  • A Review on Task Offloading using Meta-Heuristic Algorithms on Fog Computing
    ZA Khan, IA Aziz, NAB Osman
    2023 IEEE 21st Student Conference on Research and Development (SCOReD), 469-475 , 2023
    2023
    Citations: 3
  • A Conceptual Framework for Personalized Early Prediction of Asthma Exacerbation Attacks Using Proximal Policy Optimization
    DA Aliyu, EAP Akhir, NA Osman, S Yahaya, S Adamu, H Mamman
    JOIV: International Journal on Informatics Visualization 8 (4), 2462-2471 , 2024
    2024
    Citations: 2