1. Ghazali, A.J., Nor Alina Ismail, Nik Muhammad N.M, Mat Som, H.. (2025-12). A Systematic Literature Review on AI and Analytics Tools for Predicting Entrepreneurship Attributes in Malaysia's Higher Education Institutions: Developing a Contextual Taxonomy. Journal of Engineering and Technological Advances (JETA) , Vol. 10(2) , pp. 1-23. https://doi.org/10.35934/segi.v10i2.131
  2. Saat, Amirul Erfan, Mohd Azwan, Nur Aisyah, Azman, Athirah Syazwani, Kamarudzaman, M.A.A, Ismail, N. A., Ridzuan, F.. (2024-07-29). Trends In Autism Spectrum Disorder Prediction Using Machine Learning : A Review. Journal of Engineering and Technological Advances , Vol. 9(1) , pp. 42-54. https://doi.org/10.35934/segi.v9i1.103
  3. Chen Xu, Ismail, Nor Alina, Gan Hong Seng. (2024-06-01). The Development of Artificial Intelligence in Knee Joint MRI Detection. International Journal of Business and Technology Management , Vol. 6(2) , pp. 224-229. https://doi.org/10.55057/ijbtm.2024.6.2.21
  4. Hasyiya Karimah Adli, Nor Alina Ismail, Hadhrami Ab Ghani, Nurzulaikha Abdullah, Fakhitah Ridzuan. (2024). AIoT: bridging the gap between arti cial intelligence and the internet of things. Journal of Artificial Intelligence and Robotic , Vol. 1(1) , pp. 1-3. https://doi.org/10.61577/jaiar.2023.100001
  5. Adli, H.K., Remli, M.A., Wong K.N.S.W.S., Ismail, N. A., González-Briones, A., Corchado, J. M., Mohamad, M. S.. (2023). Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review. Sensors , Vol. 23(7) . https://doi.org/10.3390/s23073752
  6. Othman, A, Remli, Muhammad Akmal, Ridzuan, Fakhitah, Ismail, Nor Alina. (2023). Exploring TVET Higher Education Towards Learning Analytics In Malaysia. Politeknik & Kolej Komuniti Journal of Social Sciences and Humanities 2023 , Vol. 8(1) , pp. 67¿81.
Sumber data: MyScholar
  1. Julia Tan Yin Yin, Fakhitah Ridzuan, Tan, Tse Guan, Chua Aun Geong, Nor Alina Ismail, Yasmin See, Muhammad Azri Hafifi Mohd Zaludin, Nor Hanim Mustafa, Nor Fazura Md Zulkifle. (2026). Lexitune: From Hanzi to Hiragana¿A music-driven mobile app for novice Chinese & Japanese learners. , pp. 537-540. Penerbit UTeM Press. Universiti Teknikal Malaysia Melaka.
  2. Wan Ahmad Ridhwan Wan Musa, Nor Alina Ismail, Tan, Tse Guan, Nazree Abu Bakar, Faizum Ahmad, Ahmad Hakimi Mohd Yasim, Yusroyka Karim. (2025-12). A review: M-Governance in dealing with problems faced by Autistic students in higher education. In AIP Conference Proceedings . American Institute of Physics. https://doi.org/10.1063/5.0295747
  3. Nor Alina Ismail, Fahrurrozi Lubis. (2025-12). A review on the challenges of blockchain technology in Malaysia higher education. In AIP Conference Proceedings . American Institute of Physics. https://doi.org/10.1063/5.0295746
  4. Nor Alina Ismail, Siti Norbaya Daud. (2025-10). A review: The future trends of cloud computing in the modern era. In AIP Conference Proceedings . AIP Publishing. https://doi.org/10.1063/5.0290908
  5. Izzati Ismadi, Nurzulaikha Abdullah, Fakhitah Ridzuan, Nor Alina Ismail, Hasyiya Karimah Adli. (2025-10). Associated factors affecting women entrepreneurship; comparison of multiple linear regression, decision tree, and random forest. In AIP Conference Proceedings . AIP Publishing. https://doi.org/10.1063/5.0291314
  6. Amzari Jihadi bin Ghazali, Nor Alina Ismail, Nik Maheran Nik Muhammad, Hafizan binti Mat Som. (2025-09). Enhancing Entrepreneurship Education Using Machine Learning: Insights from GEM & Kaggle Data Simulations. In PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON ACCOUNTING RESEARCH AND EDUCATION (ICARE 2025) , pp. 98 - 106. Unit Penerbitan UiTM Perak. https://doi.org/3120-3353
  7. Lubis, F., Prihandi, I., Usino, W., Ismail, N. A.. (2024). Development geofencing process and face recognition design using haversine formula and the k-nearest neighbor algorithm in the employee attendance application. In AIP Conference Proceedings , pp. 66-74. American Institute of Physics. https://doi.org/0.1063/5.0200763
  8. Lubis, F., Prihandi, I., Ismail, N. A.. (2024). Online Vehicle Service Information System Using the Agile Method. In AIP Conference Proceedings . American Institute of Physics. https://doi.org/10.1063/5.0200762
  9. Xin Li, Norriza Binti Hussin, Ismail, N. A.. (2024). Design of enterprise worker safety detection algorithm based on YOLO. In Proceedings of SPIE - The International Society for Optical Engineering . SPIE. https://doi.org/10.1117/12.3034764
  10. Xin Li, Norriza Hussin, Ismail, N. A.. (2024). Detection of construction worker safety protection equipment based on fast YOLO. In Proceedings of SPIE - The International Society for Optical Engineering . SPIE. https://doi.org/10.1117/12.3039641
  11. Liang, Guicai, Daud, Siti Norbaya, Ismail, Nor Alina. (2023). GPU Cluster RDMA communication technology and congestion control. In ACM International Conference Proceeding Series , pp. 541 - 547. Association for Computing Machinery. https://doi.org/10.1145/3603781.3603876
  12. Liang, Guicai, Daud, Siti Norbaya, Ismail, N. A.. (2023). Evolution of GPU virtualization to resource pooling. In Proceedings of SPIE - The International Society for Optical Engineering . Proceedings of SPIE - The International Society for Optical Engineering. https://doi.org/10.1117/12.2685490
Sumber data: MyScholar
  1. Fakhitah Ridzuan, Hamizan, Nurul Husna Dayini, Nor Alina Ismail, Norsyamlina Che Abdul Rahim. (2025-07-16). Food security and nutrition in sustainable urban development: The role of socioeconomic factors in accessibility, availability, and food pricing. In Intelligent Systems of Computing and Informatics in Sustainable Urban Development (pp. 164 - 181). CRC Press. https://doi.org/10.1201/9781003518396-12
  2. Nor Alina Ismail, Ameer Azeezy Bin Tuan Abdullah, Siti Afiqah Zainuddin, Roslizawati Che Aziz. (2025). Review on Trend of Waqf Technology. In Integrating Artificial Intelligence, Security for Environmental and Business Sustainability (pp. 87¿92). Springer, Cham. https://doi.org/10.1007/978-3-031-91424-9_9
  3. Nor Alina Ismail, Mohd Azrai¿in bin Omar, Fakhitah Ridzuan, Nurzulaikha Mahd. Ab. Lah, Siti Afiqah Zainuddin, Roslizawati Che Aziz, Borhan Sareya Abdullah. (2025). The Potential Use of Blockchain Technology in Islamic Studies: A Review. In Integrating Artificial Intelligence, Security for Environmental and Business Sustainability (pp. 71-76). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-91424-9_7
  4. Ismail, Nor Alina, Abdullah, Nurzulaikha, Ridzuan, Fakhitah. (2024). A Purchase Factor for AirAsia Berhad e-Ticketing System Based on Customer¿s Perception: An EFA Analysis. In Studies in Systems, Decision and Control (pp. 939 - 945). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-54379-1_80
  5. Mohamad, M., Adli, H.K., Ghani, H.A., Ismail, N. A., Ridzuan, F., Abdullah, Nurzulaikha, Khairul Nizar Syazwan Wan Salihin Wong, Nordin, M. L.. (2024). Sustainable Grid With An Intelligent Local Hybrid Renewable Energy Control Using IoT. In Development, Research & Innovation Series 6 Bridging Boarders: Global Innovations for Sustainable Development (pp. 42-46). Penerbit UTHM, Universiti Tun Hussein Onn Malaysia.
Sumber data: MyScholar
Sumber data: MyScholar
A CONCEPTUAL FRAMEWORK FOR ASSESSING E-LEARNING PLATFORMS IN UMK THAT LINKS TO E-SERVICE, E-TRUST AND E-SATISFACTION
HEAD · UMK-FUND · 2022
DATA QUALITY AND MACHINE LEARNING - TOWARDS AUTOMATIC FOOD SECURITY ASSESSMENT
MEMBER · UMK-FUND · 2023
MOTION AND EMOTION DETECTION FOR EDUCATION AND WORK ENVIRONMENT USING IMPROVED ARTIFICIAL AND SWARM INTELLIGENCE MACHINE VISION SYSTEM
MEMBER · UMK-MATCH · 2

Award(s)

1
MAJLIS ANUGERAH PERKHIDMATAN CEMERLANG (APC) TAHUN 2024 (2025)
Awarded by: UNIVERSITI MALAYSIA KELANTAN

Research Award(s)

3
The effectiveness of Immersive Intelligent Learning in Education
Award: SILVER · Role: Head
Exhibition: International Competition of Immersive Intelligent Learning in Education (ICIILE) 2023
Poverty and Social Protection - The Future of Asia Poverty
Award: SILVER · Role: Member
Exhibition: THE 1st INTERNATIONAL INNOVATION AND EXHIBITION OF REGIONAL NETWORK ON POVERTY (INNO-RENPER) 2023
COOPERATIVE LEARNING FOR STATISTICS COURSE: EFFECTIVENESS
Award: BRONZE · Role: Member
Exhibition: International Teaching Enhancement and Learning Innovation Carnival 2023

Education(s)

5
(2018) UNIVERSITI ISLAM ANTARABANGSA MALAYSIA
IJAZAH DOKTOR FALSAFAH TEKNOLOGI MAKLUMAT
(2011) UNIVERSITI UTARA MALAYSIA
IJAZAH SARJANA SAINS TEKNOLOGI MAKLUMAT
(2009) UNIVERSITI UTARA MALAYSIA
IJAZAH SARJANA MUDA TEKNOLOGI MAKLUMAT
(2004) SMK KOTA
STPM
(2002) SEK MEN TEKNIK PASIR MAS
SPM

Working Experience(s)

3
Lecturer
Edutrain College · 01-Feb-2013 - 01-Nov-2015
Lecturer cum Programme Coordinator
First City University College · 01-Nov-2015 - 01-Dec-2017
Head of Department cum Senior Lecturer
SEGi University · 01-Jan-2018 - 01-Sep-2022

Professional Membership(s)

2
LEMBAGA TEKNOLOGIS MALAYSIA
MEMBER · NATIONAL · 06-May-2024 - 06-May-2025
LEMBAGA TEKNOLOGIS MALAYSIA
MEMBER · NATIONAL · 06-May-2025 - 06-May-2026

Courses Taught

Code Description
JIE31703 DIGITAL ENTREPRENEURSHIP I
JIE31904 BIG DATA IN PRACTICE I
JIE32003 DIGITAL ENTREPRENEURSHIP II
JIE32602 CAPSTONE I
JIE32803 MACHINE LEARNING
JIT10203 FUNDAMENTAL OF PROGRAMMING
JIT10603 HUMAN-COMPUTER INTERACTION
JIT20903 SYSTEM ANALLYSIS & DESIGN
JIT21103 DATABASE
JIT21503 INFORMATION TECNOLOGY PROJECT MANAGEMENT
JIT32302 FINAL YEAR PROJECT I

Supervision

DATA ANALYTICS TOOL USING AI FOR PREDICTING ENTREPRENEUR¿S ATTRIBUTES OF STUDENTS IN MALAYSIA HIGHER EDUCATION INSTITUTIONS
MAIN Supervisor for a PHD's Student
Dynamic User Interface Optimization Using Machine Learning On Crowdsourced Design Feedback
MAIN Supervisor for a PHD's Student
EMPOWERING INCLUSIVE HIGHER EDUCATION FOR STUDENTS WITH AUTISM THROUGH M-GOVERVANCE STRATEGIES
MAIN Supervisor for a PHD's Student
Enhancing IOT Network Security Through Blockchain-Based Decentralized Data-Sharing Protocols
MAIN Supervisor for a PHD's Student
MALICIOUS NETWORK TRAFFIC DETECTION IN DNS USING MACHINE LEARNING ALGORITHMS FOR IMBALANCED CLASSIFICATION
CO Supervisor for a PHD's Student
RESEARCH ON PRACTICAL APPLICATION OF AI TECHNOLOGY IN CHINESE HEALTHCARE INDUSTRY
MAIN Supervisor for a MASTER's Student
RESEARCH PROGRESS OF ARTIFICIAL INTELLIGENCE TECHNOLOGY IN AGRICULTURE IN THE ERA OF BIG DATA
MAIN Supervisor for a PHD's Student
Research On Medical Image Segmentation Based On Computer Vision
MAIN Supervisor for a PHD's Student
Transfer Learning For Quality Classification Of Bio Based Composites
CO Supervisor for a PHD's Student