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
- 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
- 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) ~ Artificial Intelligence ~ Natural Language Processing - Text Processing
- ICT ~ Information, Computer And Communications Technology (ICT) ~ Database Technology ~ Data Mining - Affective Computing
- 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
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 |
| FINAL YEAR PROJECT I | 2024/2025 2023/2024 2022/2023 2021/2022 |
| FINAL YEAR PROJECT II | 2024/2025 2023/2024 2022/2023 |
| Intelligent Systems | 2025/2026 |
| MATHEMATICS FOR COMPUTING I | 2022/2023 |
| OBJECT ORIENTED PROGRAMMING | 2023/2024 2022/2023 2021/2022 |
| Object-Oriented Programming | 2024/2025 |
| PRINCIPLES OF IT SECURITY | 2021/2022 |
Supervision
|
A Retrieval Augmented Generation (Rag) Based Search Engine For Hadiths.
Ph.D
In Progress
Co-supervisor
|
|
The Distributed System'S Impact On Bitcoin'S Changing Transaction Network.
Ph.D
In Progress
Co-supervisor
|
|
Skyline Query Processing For Large-Scale And Incomplete Graphs Using Graph Convolutional Network (Gcn)
.
Master
In Progress
Co-supervisor
|
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Optimizing Skyline Queries In Large-Scale And Incomplete Graphs Using Machine Learning
.
Master
In Progress
Co-supervisor
|
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Building An Autonomous Scholar: An Islamic Agentic Ai Framework Based On Islamic Principles.
Master
In Progress
Co-supervisor
|
|
Hybrid Computational Model Of Reflectivity Values And Rain Cell Size For Improved Flood Disaster Prediction.
Master
In Progress
Co-supervisor
|
|
Optimizing Skyline Query Processing In Large-Scale Uncertain Graph Databases Using Graph Neural Networks And Reinforcement Learning.
Master
In Progress
Co-supervisor
|
Research Projects
Completed
| 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 | 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 |
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
| 2025 | Fikr: AI chatbot powered with vector search. In: 10th International Conference on Computing, Engineering and Design (ICCED), |
| 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
| 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 |