ICON-AI 2026
Technical Sessions
12–13 November 2026 · Universiti Teknologi Malaysia, Kuala Lumpur
10 minutes presentation + 5 minutes Q&A
Click a session to view the presentation schedule. Scroll tables horizontally on smaller screens.
Thursday, 12 November 2026
Session 1A · AI Methods and Machine Learning
Time · 10:30 – 12:15
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair Ts. Dr. Abdul Ghafar bin Jaafar
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair Ts. Dr. Abdul Ghafar bin Jaafar
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 10:30 – 10:45 | 67 | Comparing Content-Based and User-Based Collaborative Filtering for Multi-Attraction Travel Recommendation and Itinerary Construction Goh Thong En, Soh Sook Shan, Ho Chuk Fong, Chin Wan Yoke, Tan Chi Wee |
| 10:45 – 11:00 | 26 | SiameseTabNet With Self-Attention for Insurance Claim Frequency Classification Under Class Imbalance Jasmin Chu, Joel Than, Colin Tan |
| 11:00 – 11:15 | 68 | Paediatric Wrist Fracture Detection Using You Only Look Once (YOLO) v11 Coupled With Attention Mechanism Chong Kai Tian, Tan Chi Wee, Ho Chuk Fong |
| 11:15 – 11:30 | 24 | Explainable Football Champion Prediction Using Stacked Ensemble Model and LIME Nishin Mohammed Shahir, Adam Mohd Khairuddin, Noor Azurati Ahmad, Siti Armiza Mohd Aris, Azizul Azizan, Noor Jannah Zakaria |
| 11:30 – 11:45 | 34 | Is a Kolmogorov-Arnold Network's Built-In Interpretability Faithful? A Ground-Truth Sensitivity Benchmark on a Quantum Key Distribution Surrogate Nur Farhana Atiqah Amir Hafidz, Siti Sophiayati Yuhaniz, Mohd Herwan Sulaiman |
| 11:45 – 12:00 | 43 | Generalized von Neumann Inverse Graphs Over Products of Two Finite Fields: Exact Resolving-Domination Results and Potential for Graph Neural Networks Felicia Djuang, Indah Emilia Wijayanti, Yeni Susanti, Nor Haniza Sarmin |
| 12:00 – 12:15 | 92 | Linguistic Circular Intuitionistic Fuzzy Sets: A Framework for Intelligent Information Representation and Group Decision-Making Nuraini Rahim, Binyamin Yusoff |
Session 1B · Natural Language Processing and Intelligent Systems
Time · 10:30 – 12:00
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Ts. Dr. Liyana Safra Zaabar
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Ts. Dr. Liyana Safra Zaabar
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 10:30 – 10:45 | 82 | Examining Decoding Strategies for Scaled-Attention Seq2Seq Service Chatbots Sinarwati Mohamad Suhaili, Nor Hayati Jaya, Mohamad Nazim Jambli |
| 10:45 – 11:00 | 71 | Annotation Reliability of Manglish Sentiment Resources: A Review of Labelling Practices and Evidence Ng Yong Vay, Ho Chuk Fong, Ng Yen Phing, Tan Chi Wee |
| 11:00 – 11:15 | 30 | Operationalising OpenAPI and JSON Schema as Reusable Validation Artefacts for Automated Interoperability Testing Roshaimieza Binti Mat Adam, Othman Bin Mohd Yusop, Hazlifah Binti Mohd Rusli, Yazriwati Binti Yahya, Septavera Sharvia, Shahiratul Amalina Binti Abd Karim |
| 11:15 – 11:30 | 72 | An Empirical Study of Text Preprocessing After Quality-Aware Data Augmentation for Qwen2.5-Based Aspect-Based Sentiment Analysis Pei Ying Lim, Chuk Fong Ho, Chi Wee Tan |
| 11:30 – 11:45 | 93 | Comparative Analysis of Machine Learning Algorithms for Used Car Price Prediction Tan Yik Jia, Nurazean Maarop, Roslina Mohammad, Ganthan Narayana Samy, Pritheega Magalingam |
| 11:45 – 12:00 | 88 | CinePrompt AI: A Structured Cinematic Prompt Orchestration Platform for Generative Media Production Yazriwati Yahya, Liyana Safra Zaabar, Nor Zairah Ab Rahim, Hazlifah Mohd Rusli, Nilam Nur Amir Sjarif, Shahiratul Amalina Binti Abd Karim |
Session 2A · Industrial AI and Smart Engineering
Time · 14:30 – 16:00
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair · Ts. Dr. Faizir bin Ramlie
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair · Ts. Dr. Faizir bin Ramlie
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 14:30 – 14:45 | 73 | Evaluation of PSO-Optimized Pure Pursuit, PID, and Stanley Controllers for Tracking A*-Generated Paths on a Differential-Drive Mobile Robot Mas Omar Bin Mas Rosemal Hakim, Sheikh Ahmad Hadri Bin Sheikh Hussain, Wan Imaan Izhan Bin Wan Iskandar Mirza, Muhammad Quisar Bin Lokman, Mohd Amiruddin Bin Zainol, Mohd Fitri Bin Mohd Yakub |
| 14:45 – 15:00 | 21 | Critical Safety Management Factors Shaping OSH Coordinator Behaviour: An Interpretable Predictive Analysis in Malaysian Manufacturing Mohd Sajidin Mahamod, Sa'ardin Abdul Aziz |
| 15:00 – 15:15 | 52 | A Cyber-Physical System and Industrial Internet of Things-Enabled Artificial Intelligence Predictive Maintenance Framework for Semiconductor Testing Equipment Muhammad Azlan Mohd Azhar, Mohd Azri Mohd Izhar, Mohd Faizal Omar |
| 15:15 – 15:30 | 66 | AI-Enabled Quality Management Framework for Pipelines in Oil and Gas Industry: An Implementation Perspective Noor Ali Abdulridha, Mohamad Syazli Fathi, Nur Athirah Diyana Mohammad Yusof |
| 15:30 – 15:45 | 64 | Preliminary Development of a Machine-Learning-Ready Thermodynamic Operating Boundary Framework for Monoethylene Glycol Systems Using OLI Modelling Siti Azlynda Ahmad, Shamsul Bin Sarip |
| 15:45 – 16:00 | 48 | Human-Centered AI Smart Service Framework for Professional Training SMEs in the Industry 5.0 Landscape Mohd Amin Adrah, Hazilah Mad Kaidi, Shamsul Sarip |
Session 2B · Predictive Analytics and Smart Systems
Time · 14:30 – 16:00
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Dr. Siti Nabilah binti Yusof
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Dr. Siti Nabilah binti Yusof
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 14:30 – 14:45 | 38 | Spatial-Temporal Deep Learning for Network Intrusion Detection Using a CNN-LSTM Architecture Md. Hasan Farazi, MD Sifat, Hafsa Akter |
| 14:45 – 15:00 | 62 | Risk-Aware kNN Anomaly Detection and Tamper Localisation for Interpretable Screening of Malaysian Skills Certificates Wan Noormaheran Wan Hussin, Noor Hafizah Hassan, Abdul Ghafar Jaafar |
| 15:00 – 15:15 | 31 | A Critical Review of Harmonic Analysis, Artificial Intelligence and Hybrid Approaches in Reconstructing Non-Linear Tidal Signals Nurul Balqys Syasya Baharudin, Mohammad Hanif Hamden, Ami Hassan Md Din, Nur Surayatul Atikah Alihan, Mat Nizam Uti |
| 15:15 – 15:30 | 56 | The Prediction of Property Prices in Kuala Lumpur for Better Investment Decisions Shaktiswry Murugiah, Nurul Binti Toha, Nurzulaikha Mahd Lah, Syarifah Bahiyah Rahayu |
| 15:30 – 15:45 | 77 | Sensor-Based Dairy Cow Lying Behaviour Classification Using MMCOWS Dataset Karmila Mohd Fisal, Norulhusna Ahmad, Rudzidatul Akmam Dziyauddin |
| 15:45 – 16:00 | 46 | A Competency-Based Hiring Toolkit for Automation and Control Engineers in Malaysian Industry Mohd Zaidy bin Abdul Latip, Fadhilah Abdul Razak |
Session 2C · Generative AI and Intelligent Applications
Time · 14:30 – 15:45
Link https://meet.google.com/gva-wpcm-bfs Session Chair · Dr. Ganthan A/l Narayana Samy
Link https://meet.google.com/gva-wpcm-bfs Session Chair · Dr. Ganthan A/l Narayana Samy
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 14:30 – 14:45 | 70 | Semantic Segmentation for Urban Traffic Occupancy Estimation in Smart Cities Ayoub Fodil, Achour Acheroufene |
| 14:45 – 15:00 | 18 | Prompting Is Not Enough: A Targeted Integrative Literature Review and Conceptual Framework for Critical Generative AI Literacy in Higher Education Guo An Qi, Kew Si Na |
| 15:00 – 15:15 | 87 | AI Ethics Integration for Generative AI Acceptance and Use in Higher Education: A Conceptual Model Jiangnan Zhang, Roslina Binti Ibrahim |
| 15:15 – 15:30 | 17 | Generative Artificial Intelligence in Social Science Research: Methodological Applications, Epistemic Risks and Responsible Governance Bareera Sajid, Abdul Nafai Naeem, Sidra Zaheer, Hamza Iftikhar |
| 15:30 – 15:45 | 59 | Organisational Readiness to Audit AI-Enabled Smart City Infrastructure: A Framework for Malaysian Public Sector Institutions Ermina Syahirah Mohamad Nordin, Nur Azaliah Abu Bakar |
Friday, 13 November 2026
Session 3A · Intelligent Systems and Responsible AI
Time · 10:15 – 12:00
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair · Assoc. Prof. Ir. Ts. Dr. Noor Irza Binti Mohd Zaki
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair · Assoc. Prof. Ir. Ts. Dr. Noor Irza Binti Mohd Zaki
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 10:15 – 10:30 | 45 | Mapping Aviation Network Resilience During Geopolitical Conflicts: An Empirical Comparison of SNA and Machine Learning Nurazlinda Abdullah, Pritheega Magalingam, Abdul Ghafar Jaafar, Nurazean Maarop, Fiza Abdul Rahim, Saiful Adli Ismail, Suraya Ya'acob |
| 10:30 – 10:45 | 69 | An Integrated AI-Driven Approach to Maritime Safety Intelligence Through Semantic Extraction and Multi-Dimensional Risk Pattern Discovery Jeevanraaj Thayanithi, Septavera Sharvia, Pritheega A/P Magalingam, Saiful Adli Ismail |
| 10:45 – 11:00 | 81 | Responsible AI in Financial Management Among SMEs: A Systematic Literature Review Noor Ain Abdullah, Roslina Ibrahim |
| 11:00 – 11:15 | 54 | Scalability of Teaching Evaluation Frameworks Domains Through Artificial Intelligence: A State-of-the-Art Review Abdelrahman Ahmed Abdullah Seghair, Sya Azmeela Shariff |
| 11:15 – 11:30 | 86 | Personalization Models in Educational Games: A Systematic Literature Review Norrosmiza Wahab, Roslina Ibrahim, Raidah Yazid |
| 11:30 – 11:45 | 91 | Safe and Responsible Use of Generative Artificial Intelligence Tools in Higher Education: A Review of Current Development Roslina Ibrahim, Mohd Azri Mohd Izhar, Noor Hafizah Hassan, Yazriwati Yahya, Zhang Ruping, Zhang Jiangnin |
| 11:45 – 12:00 | 36 | From Technology Adoption to AI Participation: Understanding Indigenous Communities' Engagement With Artificial Intelligence Liyana Safra Zaabar, Safuwan Samah, Norazlinawati Walid, Nur Athirah Farhana Omar Zai, Siti Nabilah Yusof |
Session 3B · AI Governance and Data Management
Time · 10:15 – 12:00
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Dr. Siti Amirah Othman
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Dr. Siti Amirah Othman
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 10:15 – 10:30 | 15 | From Data Velocity to Decision Value: A Critical Review of Real-Time AI-Driven Business Analytics Capabilities and Governance Sharif Ahmad Shabbir, Nur Azaliah Abu Bakar, Dilruba Akter, Md Tabassinur Rahman Bulbul, Tameema Nowshin |
| 10:30 – 10:45 | 19 | From Mandatory Compliance to Meaningful Use: An Integrated ERMS Success Model for AI-Ready Public-Sector Governance in Malaysia Mohd Saufi Samsudin, Nur Azaliah Abu Bakar, Nor Zairah Ab Rahim |
| 10:45 – 11:00 | 33 | Artificial Intelligence Adoption in Islamic Public Services: A Maqasid-Extended Technology-Organization-Environment Model Nor Faizal Paiman, Hazlifah Mohd Rusli, Haslina Md. Sarkan, Yazriwati Yahya, Faizura Haneem, Nazri Kama |
| 11:00 – 11:15 | 35 | AI Readiness Across Islamic Public Service Organizations in Malaysia: A Cross-Tabulation Analysis Nor Faizal Paiman, Hazlifah Mohd Rusli, Haslina Md. Sarkan, Yazriwati Yahya, Faizura Haneem, Nazri Kama |
| 11:15 – 11:30 | 51 | From Passive Metadata to Active Governance Intelligence: An Integrative Review of Active Metadata Management for Enterprise Data Governance Mohd Nazri Nawi, Suraya Yaacob, Farah Azleen Abdul Rahim, Siti Farah Norbaini |
| 11:30 – 11:45 | 80 | From Compliance to Capability: A Chronological Bibliographic Analysis of Adaptive Data Governance Research (2018–2027) Siti Farah Norbaini Mohamad, Suraya Yaacob, Mohd Nazri Nawi |
Session 3C · AI Ethics and Societal Impact
Time · 10:15 – 11:45
Venue · Viva Meeting Room, Level 5, Menara Razak
Session Chair · Dr. Hamza Iftikhar
Venue · Viva Meeting Room, Level 5, Menara Razak
Session Chair · Dr. Hamza Iftikhar
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 10:15 – 10:30 | 85 | Literature Review of Generative AI Use Among Accountants, and Its Readiness and Impact Sivabala Rasarathnam, Roslina Ibrahim |
| 10:30 – 10:45 | 12 | The Anatomy of AI Policies: A Systematic Comparative Analysis of 17 Responsible AI Frameworks Sara Aziz, Hamza Iftikhar, Sawera Qureshi |
| 10:45 – 11:00 | 41 | Ikhtilāf-Aware AI Governance: A Normative Routing Architecture for Legitimate Moral Disagreement Aliyu Alhaji Rabiu, Ghadah Al Murshidi, Abdulmumini Inda, Muhammad Talhah Ajmain @ Jima’ain, Aqeel Khan and Sabo Jamilu Sa’idu |
| 11:00 – 11:15 | 60 | A Validated Human-Centred Serious Game Model for Youth Mental Health Awareness: Empirical Foundations for Designing Safe AI Personalisation Nurul Ulfa Abdul Aziz, Roslina Ibrahim, Firdaus Abdullah |
| 11:15 – 11:30 | 44 | Beyond Trust: A Verification Allocation Model of Appropriate Reliance in AI-Assisted Knowledge Work Chai Meng, Doris Wong Hooi Ten |
| 11:30 – 11:45 | 28 | From Prediction to Policy: AI-Enabled PM₂.₅ Management for Environmental Governance—A Systematic Literature Review Nafai Naeem, Hamza Iftikhar, Amina Belal, Sara Aziz |
Session 4A · Human-Centred AI and Digitalisation
Time · 15:30 – 16:30
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair · Dr. Septavera Sharvia
Venue · Ilmuan Room 1, Level 2, Anjung Menara Razak
Session Chair · Dr. Septavera Sharvia
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 15:30 – 15:45 | 22 | Content Validity Analysis of a User Experience Measurement Instrument for Mobile Educational Games Sharifah Nurulhikmah Binti Syed Yasin, Roslina Ibrahim |
| 15:45 – 16:00 | 75 | Organisational Cyber-Resilience Assessment in Critical Infrastructure: A Structured Review of Approaches and Validation Evidence Nor Hasnul Azirah Abdul Hamid, Noor Hafizah Hassan, Roslina Ibrahim |
| 16:00 – 16:15 | 47 | Operationalising AI Readiness in Brownfield Smart Manufacturing: Evidence From a Five-Year Digital Transformation Siang Wooi Koo, Khairur Rijal Jamaludin |
Session 4B · Applied AI and Digital Learning
Time · 15:30 – 16:30
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Assoc. Prof. Ts. Dr. Nelidya binti Md. Yusoff
Venue · Ilmuan Room 2, Level 2, Anjung Menara Razak
Session Chair · Assoc. Prof. Ts. Dr. Nelidya binti Md. Yusoff
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 15:30 – 15:45 | 83 | A CNN-LSTM Based Deep Learning Architecture for Classification of Year 1 Primary Mathematics Remedial Placement in Malaysia Mohd Hizami Ab Halim, Suriani Mohd Sam, Norliza Mohamed |
| 15:45 – 16:00 | 90 | Co-Designing Persuasion: A Deductive Qualitative Framework for Refining Persuasive Systems Design Principles in Online Learning Sharifah Izora Farah Binti Syed Marzuki, Suraya binti Yaacob, Yazriwati binti Yahya |
| 16:00 – 16:15 | 14 | Assessing Employee Generative AI Readiness: An Integrative Review of International Digital Competence Frameworks as HR Instruments for Malaysian Workplaces Muhammad Danial Abd Talib, Suraya Binti Ya'acob |
| 16:15 – 16:30 | 63 | Beyond the BERT Boundary: An Architecture-Oriented Scoping Review of BERT-Family Enhancements for Cross-Domain Sentiment Analysis Ummu Fatihah Mohd Bahrin, Sharifalillah Nordin, Norlina Mohd Sabri |
Session 4C · AI Applications
Time · 15:30 – 16:30
Link · https://meet.google.com/jua-jnrp-kwq
Session Chair · Ts. Dr. Doris Wong Hooi Ten
Link · https://meet.google.com/jua-jnrp-kwq
Session Chair · Ts. Dr. Doris Wong Hooi Ten
| Time | Paper ID | Paper Title & Authors |
|---|---|---|
| 15:30 – 15:45 | 27 | An Empirical Evaluation of Data Augmentation for YOLOv5su Face Mask Detection Noor Jannah Zakaria, Wan Noor Hamiza Wan Ali, Siti Amirah Othman, Adam Mohd Khairuddin |
| 15:45 – 16:00 | 42 | Public Trust and AI Governance in Pakistan: ‘The Black Box of Bureaucracy’ AI-Assisted Decision-Making in the Federal Board of Revenue Ume Laila Shah, Syeda Sawera Qureshi |
| 16:00 – 16:15 | 25 | Explainable Multilingual AI for Judicial Document Classification: An Urdu–English Legal NLP Application Aqeel Umer, Sadaquat Ali Ruk, Huzaifa Mazhar, Hamza Iftikhar |
| 16:30 – 16:30 | 16 | Governing Intelligent Automation: An IT Governance Framework for the Responsible Adoption of AI-Enabled Process Automation in UAE Telecommunications Abdelaziz Mohamed Aly Mohamed Shahtout, Nur Azaliah Abu Bakar |
Presentation: 10 minutes · Q&A: 5 minutes.
Paper titles are accurate as of the printing date.
