Staff Directory
Academic Qualifications
- Doctor of Philosophy (Computer Science) - Doctor of Philosophy, International Islamic University Malaysia
- Master of Information Technology - Masters Degree, International Islamic University Malaysia
- POSTGRADUATE DIPLOMA IN ISLAMIC STUDIES (PGDIS) - Post Graduate Diploma, CENTRE OF ISLAMISATION (CENTRIS)
- Bachelor of Computer Engineering - Bachelor Degree, ST. INTEN
Dini Oktarina Dwi Handayani (Ts. Dr.)
Assistant Professor
IIUM Gombak Campus
KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY
dinihandayani@iium.edu.my
6451
Expert Profile
Dedicated and results-driven Computer Science professional with a Ph.D. in Computational Modeling on Mood (CMoM) Based on Neurophysiological Stimuli of Affect from International Islamic University Malaysia (IIUM).
Possessing over four years of academic experience as a Lecturer at Taylor's University, complemented by six years in the IT industry.
Proven expertise in teaching, mentoring, and securing research grants (FRGS and PRGS).
Adept at blending research activities with practical IT applications to foster an engaging and effective learning environment.
Committed to advancing educational excellence and contributing to innovative research initiatives at International Islamic University Malaysia (IIUM).
Area of Specialisation
- ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Natural Language Processing - Text Processing
- Natural Science ~ Mathematical Sciences ~ Mathematics and Statistics for ICT and Industries ~ Image Processing and Pattern Recognition - Computer Vision
- ICT ~ Information, Computer And Communications Technology (ICT) ~ Signal Processing ~ Algorithms and Techniques - EEG
- ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Machine Learning - Brain Computer Interface
- ICT ~ Information, Computer And Communications Technology (ICT) ~ Database Technology ~ Data Mining - Affective Computing
Professional Membership
- 2022 - 2022 : Member of Profesional Body / Association: (Member), Institute of Electrical and Electronics Engineers (IEEE)
- 2022 - 2022 : Member of Profesional Body / Association: (Member), MBOT
Teaching Responsibilities
| DATA STRUCTURES AND ALGORITHMS I | 2024/2025 2023/2024 2022/2023 |
| DATATHON AND BOOTCAMP | 2025/2026 |
| Elements of Programming | 2025/2026 |
| FINAL YEAR PROJECT I | 2024/2025 2023/2024 2022/2023 2021/2022 |
| FINAL YEAR PROJECT II | 2024/2025 2023/2024 2022/2023 |
| Intelligent Systems | 2026/2027 2025/2026 |
| MATHEMATICS FOR COMPUTING I | 2022/2023 |
| Natural Language Processing | 2025/2026 |
| OBJECT ORIENTED PROGRAMMING | 2023/2024 2022/2023 2021/2022 |
| Object-Oriented Programming | 2026/2027 2024/2025 |
| PRINCIPLES OF IT SECURITY | 2021/2022 |
Supervision
|
The Distributed System'S Impact On Bitcoin'S Changing Transaction Network.
Ph.D
In Progress
Co-supervisor
|
|
A Retrieval Augmented Generation (Rag) Based Search Engine For Hadiths.
Ph.D
In Progress
Co-supervisor
|
|
Optimizing Skyline Queries In Large-Scale Uncertain Graph Using Graph Neural Networks And Reinforcement Learning.
Master
Completed
2026
Co-supervisor
|
|
Skyline Query Processing For Large-Scale And Incomplete Graphs Using Graph Convolutional Network (Gcn)
.
Master
Completed
2025
Co-supervisor
|
|
Skyline Queries In Large-Scale And Incomplete Graphs Using Machine Learning.
Master
Completed
2025
Co-supervisor
|
|
Satellite Based Tree Counting And Area Estimation In Palm Oil Plantation Using Deep Learning.
Master
In Progress
Main Supervisor
|
|
Hybrid Machine Learning Framework For District Scale Flood Nowcasting In Kelantan Using Radar-Derived Rainfall Features
.
Master
In Progress
Co-supervisor
|
|
Building An Autonomous Scholar: An Islamic Agentic Ai Framework Based On Islamic Principles.
Master
In Progress
Co-supervisor
|
Research Projects
Completed
| 2025 - 2026 | SADA: A BCI BASED STUDENT ATTENTION DEFICIT ALERT AND PROFILING SYSTEM FOR EFFECTIVE LEARNING |
| 2022 - 2024 | Cryptocurrencies from Islamic Perspectives: Systematic Literature Review |
On-Going
| 2025 - Present | SADA: A BCI BASED STUDENT ATTENTION DEFICIT ALERT AND PROFILING SYSTEM FOR EFFECTIVE LEARNING |
| 2025 - Present | SADA: A BCI BASED STUDENT ATTENTION DEFICIT ALERT AND PROFILING SYSTEM FOR EFFECTIVE LEARNING |
| 2025 - Present | IIUM PalmaCount: Satellite-Based Tree Counting and Area Estimation in Palm Oil Plantations Using Deep Learning |
| 2025 - Present | Automated Tree Counting from HighResolution Satellite lmagery Using State-of-the-Art CompUter Vision for Plantation Monitoring |
Awards & Recognition
| 23 Aug, 2024 | FINANCIAL SUSTAINABILITY AWARDS 2023 - | KCDIO |
| 23 Aug, 2024 | HIGHEST RESEARCH GIFT FOR YEAR 2023 - | KCDIO |
| 23 Aug, 2024 | KICT COMMUNITY ENGAGEMENT AWARDS EXTERNAL (TEAM) - | KCDIO |
| 23 Aug, 2024 | STAFF MOBILITY RECIPIENTS ACADEMIC - | KCDIO |
| 23 Aug, 2024 | TOP 10 MYRA CONTRIBUTION TO KICT - | KCDIO |
| 27 Sep, 2023 | HIGHEST PUBLICATIONS IN INDEXED PROCEEDINGS - | KCDIO |
| 27 Sep, 2023 | KICT COMMUNITY ENGAGEMENT AWARD - | KCDIO |
| 27 Sep, 2023 | PUBLICATIONS IN KICT NEWSLETTER - | KCDIO |
Publications
Articles
Conference or Workshop Items
| 2026 | Advanced rehabilitation iot (RIoT) system utilizing IMAGy MEMS sensors and deep learning for hand gesture recognition. In: International Conference on Electrical Engineering and Informatics, ICEEI, |
| 2026 | AI and RIoT for rehabilitation: advancing hand gesture recognition and voice assistance. In: 1st International Conference on Generative AI: Current Research, Industry Trends, and Innovations (FICAILY 2025), |
| 2026 | Bridging service quality and architecture in digital banking: a usability framework based on TOGAF ADM and E-Servqual. In: 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025, |
| 2026 | EEG signal quality analysis of resting states using the MUSE 2 headband for brain-computer interface. In: 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025, |
| 2026 | EEG-based machine learning model for personalized power nap identification in Brain-Computer Interface. In: 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025, |
| 2026 | Exploring machine learning approach for attention detection using public EEG datasets. In: 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025, |
| 2026 | Managing information technology in health facilities: a systematic review of a decade. In: 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025, |
| 2026 | Mitigating LLM hallucinations in Quranic content: an agentic approach using deployable language models. In: 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025, |
| 2026 | Model accuracy in enterprise architecture: validation and verification of business process via Petri Nets and WoPeD. In: 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025, |
| 2026 | Tolerance-based evaluation of a Shariah-compliant rehabilitation IoT framework for post-stroke hand gesture monitoring. In: 2025 8th International Conference on Information and Communications Technology (ICOIACT), |
| 2025 | Fikr: AI chatbot powered with vector search. In: 10th International Conference on Computing, Engineering and Design (ICCED), |
| 2025 | RIoTLite prototype for evaluating Shariah-compliant rehabilitation IoT in post-stroke care. In: 1st Asean Conference on Shariah-Compliant Healthcare (ASCOCH2025), |
| 2025 | The conceptual framework of knowledge of large scale and incomplete graphs of skyline queries optimization using machine learning. In: 9th International Conference on Engineering Technologies and Applied Sciences (ICETAS 2024), |
| 2024 | A concept paper on an alert system for profiling attention deficits through neurofeedback to enhance effective learning. In: 10th International Conference on Computing, Engineering and Design (ICCED), |
| 2024 | Converging for security: blockchain, Internet of Things, Artificial Intelligence – why not together?. In: 14th IEEE Symposium on Computer Applications & Industrial Electronics, |
| 2024 | Diagnosis of COVID-19 on chest X-ray (CXR) images using CNN with transfer learning and integrated stacking ensemble learning. In: 4th Innovative Manufacturing, Mechatronics & Materials Forum 2023 (iM3F 2023), |
| 2024 | Enhancing security and privacy in cloud computing: challenges and solutions in the digital age. In: 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT), |
| 2024 | IoT-sustainability protection: water level monitoring with micro leak detection and automatic water restoration. In: 2024 5th International Conference on Smart Sensors and Application (ICSSA), |
| 2024 | Web-based medical information system for stroke Rehabilitation Intemet-of-Things (RIOT) patients: a prototype. In: 2024 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), |
| 2023 | Flood forecasting using weather parameters. In: 2023 IEEE 9th International Conference on Computing, Engineering and Design (ICCED), |
| 2023 | IoT-based heartbeats monitoring system. In: 9th International Conference on Computing, Engineering, and Design (ICCED2023), |
| 2023 | Machine learning classification model for identifying internet addiction among university students. In: 2nd International Conference on Computer Technologies (ICCTech) 2023, |
| 2023 | Optimization of multi-channel quartz crystal microbalance for Gas Sensing Application. In: 2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), |
| 2023 | Prayer hall vacancy detection. In: 9th International Conference on Computing, Engineering and Design (ICCED 2023), |
| 2023 | Using IoT-based mobile application to build smart parking system. In: 9th International Conference on Computing, Engineering, and Design, |
| 2023 | Wireless resilience: a LoRa-based sensor network and mobile application for flood victim rescue system. In: 9th International Conference on Computing, Engineering, and Design, |
| 2022 | A real-time Brain-Computer Interface (BCI) framework for sleep state stimulation using a deep-learning technique: proposal. In: 5th International Conference on Engineering Professional Ethics and Education (ICEPEE'22), |
| 2022 | A Real-Time Brain-Computer Interface (BCI) framework for sleep state stimulation using a deep-learning technique: proposal. In: ICEPEE'22, |
| 2022 | Cervical cancer identification using deep learning approaches. In: 8th International Conference on Computing, Engineering, and Design (ICCED 2022), |
| 2022 | Towards the development of affective recognition using heart sound signal: a proposal. In: 2022 IEEE 8th International Conference on Computing, Engineering and Design (ICCED), |
Books
| 2026 | The 2nd International Grand Invention, Innovation, and Design Expo (IGIIDeation 2026). KICT PUBLISHING, ISBN: |
| 2025 | Advancement in ICT: exploring innovative solutions (AdICT) series 3/2025. KICT Publishing, ISBN: |
| 2025 | International Grand Invention, Innovation and Design Expo (IGIIDeation) 2025. KICT Publishing, ISBN: |
| 2024 | Advancement in ICT: exploring innovative solutions (AdICT) Series 2/2024. KICT Publishing, ISBN: |
| 2024 | Advancement in ICT: exploring innovative solutions (AdICT): series 1/2024. KICT Publishing, ISBN: |
| 2023 | mKitchen™ towards Masyarakat Madani. mKitchen KICT IIUM, ISBN: 9789672656999 |
| 2023 | Rumah Makan mKitchen for Free Food Distribution. mKitchen, KICT IIUM, ISBN: 978-967-26569-8-2 |
| 2022 | Batch 3 IIUM mkitchen students. mKitchen, ISBN: 978-967-26569-6- |
| 2022 | Empowered batch 3 IIUM mkitchen students. mKitchen, ISBN: 978-967-26569-7-5 |