Curriculum Vitae

DR. SITI SORAYA BINTI ABDUL RAHMAN

Senior Lecturer
  • Department of Artificial Intelligence
    Faculty of Computer Science and Information Technology
  • +603-79676333

BIOGRAPHY

Dr. Siti Soraya Abdul Rahman is a Senior Lecturer at the Department of Artificial Intelligence, Faculty of Computer Science and Information Technology. She was appointed as a programme leader for ALEPS (Adaptive Learning Environment for Problem Solving) under the Innovative Technology Research Cluster. Previously, she was the Head of Augmented Human Learning Programme, under the Humanities Research Cluster, University of Malaya. She graduated with a Bachelor degree in Information Technology from University of Glamorgan, UK in 1998 and received a Master degree in Computer Science from University of Malaya in 2003. She was conferred with a PhD in Cognitive Science from University of Sussex, UK in 2012. Her current research interests are in the area of Machine Learning and Deep Learning; Data Science (predictive analytics, data analytics, text analytics, and sentiment analysis); Cognitive Science (cognition and programming; physics problem solving); Artificial Intelligence in Education; E-learning and Expert System.

AREAS OF EXPERTISE

  • KNOWLEDGE REPRESENTATION AND REASONING
  • MACHINE LEARNING, DEEP LEARNING
  • DATA SCIENCE, PREDICTIVE ANALYTICS, DATA ANALYTICS, TEXT ANALYTICS, ASPECT-BASED SENTIMENT ANALYSIS
  • EDUCATION
    E-learning
  • ARTIFICIAL INTELLIGENCE IN EDUCATION
    STUFRNY MODELLING (FUZZY COGNITIVE MAP, TREE AUGMENTED NAIVE BAYES
  • EXPERT SYSTEM
  • COGNITIVE SCIENCE
    Cognition and programming, Physics problem-solving; Personality Computing

ACADEMIC QUALIFICATION

  • PhD Cognitive Science, (Cognitive Science)
    Sussex University, Sussex, UK
  • MCOMPSC, (Sains Komputer)
    Universiti Malaya (UM)
  • BSc (Hons) Information Technology, (Teknologi Maklumat)
    University of Glamorgan , United Kingdom

ADMINISTRATIVE DUTIES

  • Ahli Jawatankuasa Kurikulum (Task Force) bagi Program Sarjana Kepintaran Buatan (Secara Kerja Kursus)
    03 Mar 2023 - 04 Mar 2025 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Members
    01 Oct 2022 - 31 Dec 2024 (University Malaya)
  • Jawatankuasa Perpustakaan Universiti Malaya
    01 Nov 2022 - 31 Dec 2024 (University Malaya)
  • Ahli jawatankuasa Penilaian Kewangan Perolehan Kewangan
    10 Oct 2023 - 10 Oct 2024 (University Malaya)
  • Head of Programme for Augmented Human Learning (C+i research cluster)
    22 Mar 2013 - present (University Malaya)
  • Programme coordinator for 1CITIZEN (UM), Ministry of Higher Education
    22 Mar 2012 - present (University Malaya)
  • Ahli Jawatankuasa Jaminan Kualiti Fakulti Sains Komputer dan Teknologi Maklumat
    12 Apr 2023 - 11 Apr 2024 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Academic Advisor 2022/2023
    12 Oct 2023 - 30 Dec 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Task Force Member
    16 Mar 2022 - 31 Dec 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Task Force Member
    10 Mar 2022 - 31 Dec 2022 (Department)
  • Task Force Member
    25 Aug 2022 - 04 Oct 2022 (Department)
  • Member of Committee Artificial Intelligence and Multimedia Research Group (AIMRG)
    13 Dec 2016 - 12 Dec 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • UMRG programme leader for ALEPS (Innovative Technology Research Cluster)
    26 Oct 2015 - 26 Oct 2018 (University Malaya)
  • Ahli Jawatankuasa Pengajian Fakulti Sains Komputer dan Teknologi Maklumat (Ijazah Tinggi)
    24 Sep 2015 - 23 Aug 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Jawatankuasa Ijazah Dasar
    08 Aug 2016 - 07 Aug 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Penyelaras Mobiliti Pelajar
    11 Jan 2016 - 10 Jan 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Pelaksana Silicon Valley Internship
    11 Jan 2016 - 10 Jan 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Member of Committee for the Examination Master and Doctor of Philosophy Semester 1, 2017/2018 Session
    03 Nov 2017 - 31 Dec 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Jaminan Kualiti (Hal-hal lain BSM)
    01 Aug 2016 - 31 Jul 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Member of Big Data Program
    22 Dec 2014 - 21 Dec 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Member of Master in Information Technology Management Program
    08 Nov 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Member of Master in Data Science Program
    26 Feb 2015 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Ijazah Dasar
    09 Feb 2015 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Pasukan Petugas Pengiktirafan Antarabangsa Program Sarjana Muda Sains Komputer
    14 May 2015 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Jaminan Kualiti
    01 Aug 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Penemuduga bagi kemasukan ke program pengajian ijazah dasar dan asasi sains
    14 Mar 2014 - 13 Mar 2015 (University Malaya)
  • Ahli Jawatankuasa Hal-hal Lain (BSM) Auditor ISO
    06 Jun 2013 - 05 Jun 2014 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa E-Learning
    09 Dec 2011 - 09 Dec 2013 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)

MEMBERSHIPS

  • COGNITIVE SCIENCE SOCIETY (CSS) MEMBERSHIP, MEMBER
    2021 to 2022 (International)

AWARD AND STEWARDSHIP

  • iNVENTX 2023 -- Gold Medal
    Multimedia University, 2023 (International)
  • Silver medalist for Tug of War (Dean's Cup 2022)
    FCSIT, 2022 (University)
  • INTERNATIONAL FINAL YEAR PROJECT COMPETITION AND EXHIBITION (I-CPEX 2022) -- SILVER AWARD
    UNIKL, 2022 (International)
  • INTERNATIONAL FINAL YEAR PROJECT COMPETITION AND EXHIBITION (I-CPEX 2022) -- BEST EXTENDED ABSTRACT
    UNIKL, 2022 (International)
  • INTERNATIONAL FINAL YEAR PROJECT COMPETITION AND EXHIBITION (I-CPEX 2022) -- GOLD AWARD
    UNIKL, 2022 (International)
  • Invention, Innovation & Design Exposition (iidex 2017) -- Silver Medal
    Universiti Teknologi Mara, 2017 (National)
  • International Invention and Innovative Competition (Series 1/2017) -- Diamond Award
    MNNF Network, 2017 (International)
  • Dean's Cup 2017 -- 1st Place Frisbee
    Faculty of Computer Science and Information Technology, 2017 (Ptj/ Faculty)
  • Invention, Innovation & Design Exposition (iidex 2015) -- Silver Medal
    UiTM Shah Alam, 2015 (National)
  • Wharton-QS Reimagine Education Awards 2015 -- Shortlisted project
    QS Quacquarelli Symonds and Wharton School SEI Center, University of Pennsylvania, 2015 (International)
  • Invention, Innovation & Design Exposition (iidex 2015) -- Gold Medal
    UiTM Shah Alam, 2015 (National)
  • World Invention, Innovation Contest (WiC 2015) -- Special Award, Asia Invention Association
    Asia Invention Association, 2015 (International)
  • World Invention, Innovation Contest (WiC 2015) -- Gold Medal
    Korea Invention News, 2015 (International)
  • International Innovation, Design and Articulation (i-IDeA 2014) -- Gold medal
    UiTM Perlis, 2014 (International)
  • Pertandingan Rekacipta dan Inovasi Institut Pengajian Swasta (PERINTIS 2014) -- Gold medal and Chan Special Award
    Infrastructure University Kuala Lumpur, 2014 (National)
  • International Exposition of Research and Innovation in Education (Edu-InERI 2013) -- Bronze medal
    Universiti Pendidikan Sultan Idris, 2013 (International)
  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2007 (University)
  • Sijil Perkhidmatan Cemerlang
    University of Malaya, 2007 (University)
  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2006 (University)
  • Sijil Perkhidmatan Cemerlang
    University of Malaya, 2006 (University)
  • Ekspo Penyelidikan, Rekacipta dan Inovasi, Universiti Malaya 2006 (Bronze Medal)
    Universiti Malaya, 2006 (University)

PUBLICATIONS

Article in Journal
WoS
  1. Hasan, M. A., Noor, N. F. M., Rahman, S., & Rahman, M. M. (2020). The Transition From Intelligent to Affective Tutoring System: A Review and Open Issues. IEEE Access, 8, 204612-204638. doi: 10.1109/access.2020.3036990
  2. Abdul-Rahman, S. S., du Boulay, B. (2014). Learning programming via worked-examples: Relation of learning styles to cognitive load, Computers in Human Behavior. 30, 286-298
Others
  1. Idris, A. Y., Razak, R. A., & Rahman, S. S. A. (2022). THE DESIGN FRAMEWORK OF TRAINING SYSTEM FOR PROFESSIONAL DEVELOPMENT (TASPOD). JuKu: Jurnal Kurikulum & Pengajaran Asia Pasifik, 10(1), 25-30.
  2. Joimur, C., Razak, R. A., & Rahman, S. S. A. (2022). ACCEPTANCE OF INFORMATION TECHNOLOGY SYSTEM AMONG PUBLIC HEALTHCARE STAFF MEMBERS IN MALAYSIA. JuKu: Jurnal Kurikulum & Pengajaran Asia Pasifik, 10(1), 10-16.
  3. Cenysia Joimur, Rafiza Abdul Razak, Siti Soraya Abdul Rahman, IMPLEMENTATION OF E-MANAGEMENT IN PUBLIC HOSPITAL AND CLINIC IN MALAYSIA, JURNAL KURIKULUM & PENGAJARAN ASIA PASIFIK Oktober 2021, Bil. 9, Isu 4
  4. Sri Raman Nair, Rafiza Abdul Razak, Siti Soraya Binti Abdul Rahman, Aizal Yusrina Idris, Cenysia Joimur, Implementation Of Telegram In Teaching During Pandemic, Turkish Online Journal of Qualitative Inquiry (TOJQI) Volume 12, Issue 08, July 2021: 7785-7801
  5. Sri Raman Nair, Rafiza Abdul Razak, Siti Soraya Binti Abdul Rahman, Cenysia Joimur, Aizal Yusrina Idris, The Dataset For Validation Of Factors Influencing Teachers Use Of Instant Messenger Tool, Telegram (Im) In Tamil Primary School (Sjkt), Turkish Online Journal of Qualitative Inquiry (TOJQI) Volume 12, Issue 08, July 2021: 7776-7784
  6. Wan Irma Sabrina Idris, Rafiza Abdul Razak, Siti Soraya Bt Abdul Rahman, THE DESIGN AND DEVELOPMENT OF MOBILE LEARNING FOR PRESCHOOL EDUCATION, URNAL KURIKULUM & PENGAJARAN ASIA PASIFIK, Januari 2021, Bil. 9, Isu 1
  7. Hasan, M. A., Noor, N. F. M., Rahman, S. S. A., & Rahman, M. M. (2020). The Transition From Intelligent to Affective Tutoring System: A Review and Open Issues. IEEE Access.
  8. W. I. S. Idrisa*, R. A. Razak, S. H. Halili ,S. S. A. Rahman , H. Hamzah. (2019) Revamping the design of Preschoolers Islamic Education by Integrating Islamic Design Principles and Cognitive Theory of Multimedia Learning: A Needs Assessment Study. Sains Humanika. Vol 11. No 3
  9. Li, Ling Xiao; Abdul Rahman, Siti Soraya (2018). Student s Learning Style Detection using Tree Augmented Na ve Bayes. Royal Society Open Science
  10. Li Ling Xiao, Siti Soraya Abdul Rahman (2017). Predicting Learning Styles Based On Students' Learning Behaviour Using Correlation Analysis. Current Science, 113(11)
  11. Raja-Jamilah Raja-Yusof, Azah-Anir Norman, Siti-Soraya Abdul-Rahman, Nurul'adilah Nazri, Zulkifli Mohd-Yusoff, CYBER-VOLUNTEERING: SOCIAL MEDIA AFFORDANCES IN FULFILLING NGO SOCIAL MISSIONS, Computers in Human Behaviour
  12. Siti Soraya Abdul Rahman, Azah Anir Norman, Koh Joe Soon, Online Insurance Policies Recommender with Case-Based Reasoning (MyINS), WSEAS Transactions on Computers, Issue 3, Volume 6, March 2007 ISSN 1109-2750
  13. Siti Soraya Abdul Rahman, Fazidah Othman and Teo Wai Sie. (2007). VHCS: A Computer-Aided Diagnosis System For Alopecia Disease , WSEAS Transactions on Information Science & Applications. Journal of WSEAS, Issue 8, Volume 4, August 2007 (ISSN 1709-0832).
  14. Ravana, S. D., Rahman, S. S. A. and Chan, H. Y., 2006. Web-based Diet Information System with Case-Based Reasoning Capabilities. Int. Journal of Web Information Systems. 2(3/4): pp.154 - 163.
Books
  1. Md Nor Ridzuan Daud, Siti Soraya Abdul Rahman, Amirrudin Kamsin. Intelligent Information Systems and Problem Solving . Penerbitan Universiti Malaya.
  2. Roziati Zainuddin, Johriah Norfizlina Ismail, Siti Soraya Abdul Rahman. AI Glossary , Penerbitan Universiti Malaya.
Article in Proceeding
  1. Aizal Yusrina Idris, Rafiza Abdul Razak, Siti Soraya Abdul Rahman, Investigating Cognitive Task Difficulties in an Electronic Training System Design, International Conference on Teaching, Education & Learning, 04-05 October, Istanbul
  2. BEHZAD MAHASENI , SITI SORAYA ABDUL RAHMAN, RUKAINI ABDULLAH (2018), Application of Fuzzy Cognitive Map within educational context: A review over the past five years. Paper presented at 6TH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND INFORMATION TECHNOLOGY (CCIT)
  3. Andrew Bimba, Siti Soraya Abdul Rahman & Rukaini Abdullah, 2014, Instructional Support for Improving Students' Planning Skills to Solve Physics Problem, The Asian Conference on Society, Education and Technology (ACSET 2014), Osaka, Japan
  4. Abdul-Rahman, S-S, du Boulay, B., On the consideration of learning styles in assessing learner s cognitive load during learning, Research Notes in Information Science (RNIS), Volume 14,June 2013.
  5. Bimba, A., Idris, N., Mahmud, R., Abdullah, R., Abdul- Rahman, S-S, Bong, C. H., Problem Representation for Understanding Physics Problem, Research Notes in Information Science (RNIS), Volume 14, pp 621-625, June 2013.
  6. Bimba, A., Idris, N., Mahmud, R., Abdullah, R., Abdul- Rahman, S-S, Bong, C. H., Problem Representation for Understanding Physics Problem, Research Notes in Information Science (RNIS), Volume 14, June 2013.
  7. Abdul-Rahman, S.S., du-Boulay, B., Learning programming via worked-examples. Paper presented at PPIG Work-in-progress Workshop, 7-8 January 2010, Dundee, Scotland.
  8. Abdul-Rahman, S.S., du-Boulay, B., Schema Acquisition: Implications for the Instructional Design of Examples. Short paper presented at the 14th International Conference on Artificial Intelligence in Education (Young Researcher Track), 6-10 July 2009, Brighton, United Kingdom.
  9. Siti Soraya Abdul Rahman and Teo Wai Sie. 2007. VHCS: A Web-Based E-Health System For Alopecia Diagnosis , Proceedings of The 6th WSEAS Int. Conf. on Applied Computer Science (ACOS '07) , Hangzhou, China. April 15-17, 2007
  10. Siti Soraya Abdul Rahman, Azah Anir Norman, Koh Joe Soon MyINS: A CBR e-Commerce Application for Insurance Policies, 5th WSEAS International Conference on E-ACTIVITIES Venice Italy, 20-22 November 2006.
  11. Obaidellah, U.H., Abdul Rahman, S.S. Expert System for Early Diagnosis of Respiratory Diseases. 1st International Conference on Informatics 2004 July 28 - 30, 2004, Putra World Trade Centre (PWTC,) Kuala Lumpur, Malaysia
Other Publications
  1. Abdul-Bari, A.A., Siti-Soraya, A.R., (2023). Suicidal Thoughts in Social Media. Poster session presented Pertandingan Kesedaran Hari Mental Sedunia. Universiti Malaya, Kuala Lumpur - Unpublished Writting Works
  2. Khairol-Nizat, K.H., Siti-Soraya, A.R. (2022). Aspect-based sentiment analysis to understand student dropout from STEM fields. International Final Year Project Competition and Exhibition (ICPEX 2022). ISBN Number: e978-967-2184-63-8. - Extended Abstract
  3. Xue-Bing, Siti-Soraya, A.R. (2022).Multiclass Classification Model: For Predicting Different Types of Hibiscus Species. International Final Year Project Competition and Exhibition (ICPEX 2022). ISBN Number: e978-967-2184-63-8. - Extended Abstract
  4. Yogeswaran, S., Siti-Soraya, A.R., (2023). Smart Waste Management Systems. Poster session presented at iNVENTEX 2023, Malacca. - Unpublished Writting Works
  5. Abdul-Rahman, S.S., du-Boulay, B., Learning programming via worked-examples: learning outcome efficiencies, Extended abstract presented at PPIG Work-in-progress Workshop, 18-19 April 2011, Sheffield, United Kingdom. - Extended Abstract

RESEARCH INTEREST

  • Cognitive Science (Cognition and programming, personality traits, learning styles)
  • Artificial Intelligence and Education (AIED) (Adaptive e-learning, student modelling)
  • Data Science (Data analytics, text analytics, predictive analytics, sentiment analysis)
  • Machime learning (Predictive modelling, recommender system)
  • Deep learning (Any DL models)
  • Natural Language Processing (Sentiment analysis, Large Language Model, Topic Modeling)
  • Expert System (Fuzzy rule-based, Ontology, Chatbot)

RESEARCH PROJECT

National
  1. 2024 - 2024, UM Living Labs @ UMSDC
    Smart Waste Management System: An Iot-Based Approach For Automated Waste Classification And Bin Monitoring ( Principal Investigator(PI))
  2. 2020 - 2023, RU Geran - Fakulti Program
    Using Predicitive Learning Analytics To Predict Student At Risk Of Dropping Out: The Case Of Undergraduate Computer Science Major ( Principal Investigator(PI))
  3. 2019 - 2020, RU Geran - Fakulti Program
    Text-based Emotion Detection to Identify Negative Emotional States as Indication of Mental Health Problems ( Co-Researcher)
  4. 2015 - 2019, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    Aleps: Knowledge Representation To Capture Students? Structural Knowledge For Adaptive Feedback In Physics Problem Solving ( Principal Investigator(PI))
  5. 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    Information System Security Management For The Holy Quran : An Approach Towards Online Applications ( Co-Researcher)
  6. 2014 - 2016, Fundamental Research Grant Scheme (FRGS)
    Designing Interactive Electronic Continuous Professional Development for Teachers ( Co-Researcher)
  7. 2013 - 2015, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    Augmented Human Learning-PROGRAMME ( Principal Investigator(PI))
  8. 2013 - 2015, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    Train and teach the skills of writing the verse and ayates of Al-Qurans Through effective and faster way of Quranic writing- Created an "offline Quranic Character Recogniction for itself ( Co-Researcher)
  9. 2012 - 2015, Flagship - HNE (Humanities & Ethics)
    ADAPTIVE LEARNING ENVIRONMENT FOR PROBLEM SOLVING SKILLS (ALEPS): WORKED-EXAMPLE AND NOTE-TAKING ( Principal Investigator(PI))
  10. 2018 - 2019, Bantuan Kecil Penyelidikan (BKP)
    Pembangunan Enjin Prototaip Pertuturan ke Teks (stt) dalam Bahasa Melayu ( Consultant)
  11. 2012 - 2014, Flagship (ICT and Education)
    Adaptive learning environment for problem solving skills (ALEPS): Worked-example and note-taking ( Principal Investigator(PI))
  12. 2011 - 2012, Geran Penyelidikan Universiti Malaya (UMRG)
    Measuring variations of cognitive load in learning programming via worked-examples. ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • Consultant, Pencil Brand Sdn Bhd
    01 Jan 2015 - 01 Jan 2016 (National)

PAPER PRESENTED

PRESENTER
  1. Accommodating Learning Styles: The design of Physics Worked-example, ALEPS Seminar, ALEPS programme (UMRG RP040-15AET) (Others) (03 Feb 2017 - 03 Feb 2017)
  2. ALEPS: Adaptive Learning Environment for Problem Solving, Wharton-QS Stars Reimagine Education Awards & Conference 2015 (International) (07 Dec 2015 - 09 Dec 2015)
  3. ALEPS: Adaptive Learning Environment for Physics problem solving, 1st World Invention Innovation Contest (WiC) 2015 (International) (05 Jun 2015 - 06 Jun 2015)
  4. Instructional Support for Improving Students' Planning Skills to Solve Physics Problem, The Asian Conference on Society, Education and Technology (ACSET 2014) (International) (28 Oct 2014 - 30 Oct 2014)
  5. The impact of using social media and social media application on Islamic Non-Governmental organisation (NGO) social mission, Pre-ICIS Workshop to Discuss Paper Ideas: ICT and Societal Challenges (International) (14 Dec 2013)
  6. Problem Representation for Understanding Physics Problem, 4th International Conference on Next generation Information Technology (ICNIT2013) (International) (01 Jul 2013)
  7. On the consideration of learning styles in assessing learner s cognitive load during learning, 9th International Conference on Computing Technology and Information Management (ICCM2013) (International) (01 Jul 2013)

ACADEMIC/PROF. SERVICES

Evaluation
  1. (2024) Master of Computer Science (Applied Computing), University, (Internal Examiner)
  2. (2024) External Advisor for Foundation (Odl) Programme, National, (External Assessor)
  3. (2023) Construction of Knowledge Graph for Chinese Judicial Examination With Enhanced Mutual Information, University, (Internal Examiner)
  4. (2023) Building and Optimizing a Depression Detection Model Using Graph Neural Network, University, (Internal Examiner)
  5. (2023) Recognition and Classification of Paddy Disease Using Machine Learning, University, (Internal Examiner)
  6. (2023) A Deep Multi-Modal Social Media Rumor Detection Model Using Graph Struucture, University, (Internal Examiner)
  7. (2023) Prediction of Telecommunication Service Disruption Using Machine Learning, University, (Internal Examiner)
  8. (2023) Detection of Tuberculosis Treatment Outcomes Using Machine Learning Techniques, University, (Internal Examiner)
  9. (2023) Heart Disease Prediction Using Machine Learning Models for Adults, University, (Internal Examiner)
  10. (2023) Multimodal Depression Detection Using Audio and Text, University, (Internal Examiner)
  11. (2023) Human Motion Tracking Using Detectron2, University, (Internal Examiner)
  12. (2023) Emotion Classification in Music Based On Lyrics and Audio Features, University, (Internal Examiner)
  13. (2023) Prediction of Implementing Renewable Energy Systems and Producing and Sustaining Sufficient Clean Power Generation in Malaysia Using Machine Learning, University, (Internal Examiner)
  14. (2023) Real Estate Price Forecasting for Purchase Decision Making, University, (Internal Examiner)
  15. (2023) Distributional Reinforcement Learning for Predictive Model in Financial Trading, University, (Internal Examiner)
  16. (2023) Non-Invansive Stress Detection On Students Programming Activity Using Machine Learning Approach, University, (Internal Examiner)
  17. (2023) Financial Sentiment Analysis On Cryptocurrencies and Price Trend Prediction With Machine Learning Operations (Mlops), University, (Internal Examiner)
  18. (2023) Distributional Reinforcement Learning for Predictive Model in Financial Trading, University, (Internal Examiner)
  19. (2022) Financial Sentiment Analysis On Cryptocurrencies and Price Trend Prediction With Machine Learning Operations (Mlops), University, (Internal Examiner)
  20. (2022) Panel Candidature Defence Bagi Calon Phd, University, (External Examiner)
  21. (2022) Forecasting and Analysis Brent Crude Oil Prices Based On Covid-19 and Russia-Ukraine Conflicts, University, (Internal Examiner)
  22. (2022) Detection of Covid-19 in X-Ray Images Using Generative Adversarial Networks and Vgg16 Convolutional Neural Network, University, (Internal Examiner)
  23. (2022) Car Insurance Fraud Claim Detection Using Reverse Image Search, University, (Internal Examiner)
  24. (2022) Cyberbully Detection and Participants Role Identification, University, (Internal Examiner)
  25. (2022) Leveraging On Glassdoor Job Data to Identify Skill Sets for Data Scientist Using Machine Learning, University, (Internal Examiner)
  26. (2022) Quran Tajweed Mispronunciation Detection System Using Xls-R Model, University, (Reviewer)
  27. (2022) Development of E-Hailing Waste Management Systems Towards Consumer Convenience in Reduce, Reuse and Recycle, University, (Reviewer)
  28. (2022) Resource-Efficient Framework for Text-Based Visual Question Answering, University, (Reviewer)
  29. (2021) Association of Literacy With Attitudes Toward Artificial Intelligence (Ai)-Assisted Medical Consultation: The Mediating Role of Perceived Distrust and Efficiency of Ai, International, (Reviewer)
  30. (2021) Internal Examiner for Examination Paper., University, (Internal Examiner)
  31. (2021) Moderator for Examination Paper, University, (Internal Evaluator)
  32. (2021) Panel for Iirg Cycle 4_2021, University, (Internal Evaluator)
  33. (2021) Umhackathon 2021, National, (Internal Evaluator)
  34. (2021) Research Monitoring Symposium (Ai Department), University, (Internal Evaluator)
  35. (2021) Pelantikan Panel Penilai Projek Akademik Ii, Semester Ii Sesi 2020/2021, University, (Internal Evaluator)
  36. (2021) Pelantikan Panel Penilai Projek Akademik I, Semester Ii Sesi 2020/2021, University, (Internal Evaluator)
  37. (2018) Internal Examiner for PhD thesis entitled A Computer Assisted Learning Environment for Summary Writing, (Internal Examiner)
  38. (2018) Reviewer for Computers in Human Behavior, (Reviewer)
  39. (2018) Reviewer for Computers in Human Behavior , (Reviewer)
  40. (2016) Reviewer for Computers in Human Behavior, (Reviewer)
  41. (2016) Reviewer for Learning and Individual Differences, (Reviewer)
  42. (2015) Internal examiner for PhD thesis , (Internal Examiner)
  43. (2014) Internal examiner for Master's thesis (Mix mode) entitled Understanding Physics Problem Solving using Categorisation , (Internal Examiner)
  44. (2014) Internal examiner for Master's thesis., (Internal Examiner)
Contribution to external organisation
  1. (2022) Judge for Youth Tech Asia Challenge, International, (Expert Advisor)
  2. (2021) Ahli Jawatankuasa Kurikulum (Task Force) Bagi Program Sarjana Pengurusan Teknologi Maklumat (Secara Kerja Kursus), University, (Resource Person)
  3. (2015) Consultant, Pencil Brand Sdn Bhd, National
  4. (2014) Curriculum reviewer for Artificial Intelligence subjects, FCSIT
Contribution to event
  1. (2024) Publicity Chair Iccrt 2024, International, (Event Organiser)
  2. (2021) Participant in Ai4u Launching Program, National, (Participant)
  3. (2021) Participate in Focus Group Discussion On Innovation., University, (Participant)
Mentoring
  1. (2024) Exploring The Digital Revolution of Transactions : Study of Cashless Payment Systems and Social and Economic Implications, University, (Co-curriculum Advisor)
  2. (2024) Academic Advisor, University, (Academic Advisor)
  3. (2023) Emobiq Challenge 2023, National, (Mentor)

SUPERVISION

Postgraduate Student
PhD/ Doctoral
  1. (2023) Exploring Urban computing through ML methods: Urban spatio-temporal data sequences analysis and prediction based on deep learning, GUANGRUI FAN
  2. (2023) RESEARCH ON THE ASPECT BASED SENTIMENT ANALYSIS FOR SOCIAL NETWORK COMMENT TEXTS, XIA YAN
  3. (2023) STUDY OF COLLEGE STUDENT PERFORMANCE PREDICTION BASED ON THE COMPLETION OF SCHOOLWORK BY COLLEGE STUDENTS, YUAN LONGFA
  4. (2022) Factors Influencing Motivation and Behaviour in Utilising Pharmacy Information System Among Pharmaceutical Staff in Malaysia, CENYSIA BINTI JOIMUR
  5. (2022) Exploring the Factors Influencing the Application of Telegram by Malaysian Tamil Primary School Teachers, SRI RAMAN NAIR A/L CHUKUMARAN
  6. (2021) THE DESIGN AND EVALUATION OF M-KIDS MOBILE APPLICATION TO ENGAGE LEARNING AMONG ISLAMIC PRE-SCHOOLERS IN MALAYSIA, WAN IRMA SABRINA BINTI IDRIS
  7. (2021) DESIGN AND EVALUATION OF AN ELECTRONIC TRAINING SYSTEM FOR PROFESSIONAL DEVELOPMENT IN SAUDI ARABIA'S HIGHER EDUCATION, AIZAL YUSRINA IDRIS
  8. (2019) Mentoring System Design in ICT Skills Training Program Virtually for Primary School Teachers, SRI RAMAN NAIR A/L CHUKUMARAN
  9. (2019) AUTOMATIC DETECTION METHODS OF STUDENTS' LEARNING STYLES IN LEARNING MANAGEMENT SYSTEM, LI LING XIAO
  10. (2015) A Study of Behavioral Change towards Pharmacy Information System among Hospital Staff in East Malaysia, CENYSIA BINTI JOIMUR
  11. (2014) Mentoring System Design in ICT Skills Training Program Virtually for Primary School Teachers, SRI RAMAN NAIR A/L CHUKUMARAN
  12. (2014) Development and Evaluation of Training System for Professional Development (TaSPoD): Electronic System for Higher Learning Institution in Kingdom of Saudi Arabia, AIZAL YUSRINA IDRIS
  13. (2011) INTELLIGENT LEARNING STYLE BASED E-LEARNING SYSTEM, LI LING XIAO
Master
  1. (2023) Multiclass classification of X-ray images using deep learning model to diagnose spinal abnormalities., MO XIONGSEN
  2. (2021) PREDICTING THE PRICE DIRECTION OF CRYPTOCURRENCY USING SENTIMENT ANALYSIS, RAHIL MUSHTAQ
  3. (2021) Aspect-based sentiment analysis using Deep Learning: Amazon Customer Reviews, CAN SUN
  4. (2020) SENTIMENT ANALYSIS: MALAYSIAN MENTAL HEALTH DURING PANDEMIC, HUI TING CHOW
  5. (2020) MULTIVARIATE TIME SERIES CLASSIFICATION FOR NATOPS AIRCRAFT HANDLING SIGNAL, ASWADI ABDUL RAHMAN
  6. (2020) DEFAULT PREDICTION IN P2P LENDING, YOUSIF ABDELMONIEM YOUSIF ABDALLA
  7. (2020) USING PREDICTIVE LEARNING ANALYTICS TO PREDICT STUDENTS AT RISK OF DROPPING OUT: THE CASE OF UNDERGRADUATE COMPUTER SCIENCE MAJOR, NOOR AINAHUSNA BINTI AZAHAN
  8. (2020) ASPECT-BASED SENTIMENT ANALYSIS OF ONLINE LEARNING DURING COVID-19 PANDEMIC USING MACHINE LEARNING ALGORITHMS, MUHAMMAD FAIZ BIN ABDULLAH
  9. (2005) "ONLINE NON-CURSIVE JAWI CHARACTER RECOGNITION SYSTEM", NOR'AIZA BT AHMAD
  10. (2000) "ONLINE NON-CURSIVE JAWI CHARACTER RECOGNITION SYSTEM", NOR'AIZA BT AHMAD
Under Graduate Students
  1. (2023) A Leap Towards Automation: integrating Deep Learning Image Classification in Supply Chain Management (University of Mohammed VI Polytechnique)
  2. (2023) Smart Waste Management System: An IoT-Based Approach for Automated Waste Classification and Bin Monitoring
  3. (2023) Skin care recommender systems using machine learning
  4. (2023) Multiclass classification model for predicting different types of orchid species
  5. (2023) Leveraging GPT to gauge mental health among UM students.
  6. (2023) Fuzzy Rule Based Expert System for Early Diagnosis of Skin Neglected Tropical Diseases.
  7. (2023) Final Year Project Sem 1, 2, 3 2022/2023
  8. (2023) Deep learning for aspect-based sentiment analysis : The case of hotel reviews in Malaysia.
  9. (2023) BERT language model for reviewer's emotion detection from text: The case of restaurant in Malaysia
  10. (2023) Aspect-based sentiment analysis to understand student drop out.
  11. (2023) Aspect-based sentiment analysis to understand customer's satisfaction on food delivery (Grab food, Food Panda)
  12. (2023) Aspect-based sentiment analysis to get insights into an online shopping experience: The case of Shopee.
  13. (2023) Aspect-based Sentiment Analysis to Get Insights into an Online Shopping Experience: The Case of AliBaba
  14. (2023) Aspect-based sentiment analysis: Classification of emotion and polarity on Mat Kilau movie.
  15. (2023) Applying computer vision and deep learning model to identify different types of flowers
  16. (2023) Applying computer vision and deep learning model to diagnose skin diseases
  17. (2023) An expert system for early diagnosis of major depressive disorder
  18. (2023) AMEER (Ask ME Algebra): Leveraging GPT to Teach Secondary Algebra.
  19. (2023) Industrial Training, CHE WAN AR-RAYYAN BIN CHE WAN SHAMSIRUDDIN, TAN WEI LING, TAN GUO DONG, LEE TIAN SIEN, TAN CHUN HONG, TAN ZHI JIAN
  20. (2021) WEB-BASED EXPERT SYSTEM ON CAREER GUIDANCE
  21. (2021) Prediction Of Personality Based On Music Genre Preference.
  22. (2021) Prediction Of Narcissism Tendency Among Malaysian Youth On K-pop.
  23. (2021) Prediction Of Movie Genres Preferences Based On Personality.
  24. (2021) Faculty supervisor for WIA3001 Industrial Training
  25. (2021) Expert System To Identify Different Children Learning Disabilities.
  26. (2021) Expert System To Identify Cat Breed.
  27. (2021) EXPENDITURE MONITORING SYSTEM
  28. (2021) EARLY DETECTION TOOL TO FACILITATE SCREENING OF DEPRESSION
  29. (2021) Career Consultation Expert System With Handwriting Style Analysis
  30. (2021) AN EXPERT SYSTEM FOR NUTRITION AND HEALTH TRACKING
  31. (2013) Expert system for skin allergy
  32. (2012) Industrial training
  33. (2012) An expert system to diagnose speech/language disorders in children
  34. (2011) Web-based expert system for face skin problems
  35. (2011) Industrial training

TEACHING

Bachelor
  1. (2023) GFW0001 - Artificial Intelligence for Everyone
  2. (2023) WID3001 - Functional and Logic Programming
  3. (2023) WIX1002 - Fundamentals of Programming
  4. (2021) GIW1001 - Building An Information Technology Based Society
  5. (2021) WID3001 - Functional and Logic Programming
  6. (2021) WIX1002 - Fundamentals of Programming
  7. (2021) GIG1005 - Social Engagement
  8. (2021) GIW1001 - Building An Information Technology Based Society
  9. (2021) WIA3002 - Academic Project I
  10. (2020) WID3001 - Functional and Logic Programming
  11. (2019) WIA1004 - Fundamentals of Artificial Intelligence
  12. (2016) WAES2103 - Expert System
  13. (2016) WAES2106 - Prolog Programming
  14. (2014) GWEW1001 - Building An Information Technology Based Society
  15. (2014) WAES2106 - Prolog Programming
  16. (2013) WAES2103 - Expert System
  17. (2013) WAES2103 - Expert System
  18. (2013) WAES2106 - Prolog Programming
  19. (2012) WAES2103 - Expert System
  20. (2012) WAES2106 - Prolog Programming

PATENT/IPR

  • SMART WASTE MANAGEMENT SYSTEM
    COPYRIGHT
  • Early Detection Tool to Facilitate Screening of Depression (SCREED) Source code
    COPYRIGHT
  • USING PREDICTIVE LEARNING ANALYTICS TO PREDICT STUDENTS AT RISK OF DROPPING OUT: THE CASE OF UNDERGRADUATE COMPUTER SCIENCE MAJOR
    COPYRIGHT
  • Aspect-based sentiment analysis to understand student dropout from STEM fields (ASASD).
    COPYRIGHT
  • Multiclass Classification Model for Predicting Different Types of Hibiscus Species.
    COPYRIGHT
  • The design of video worked-example based on structure-emphasizing format for visual learners: Domain of physics kinematics
    COPYRIGHT
  • Student's Knowledge Modelling with Fuzzy Cognitive Maps: Physics domain
    Copyright (University)
  • The design of video worked-example based on structure-emphasizing format for visual learners: Domain of physics kinematics
    Copyright (International)
  • An adoption of Polya's problem solving process in ALEPS
    COPYRIGHT

SOCIAL RESPONSIBILITY ACTIVITIES

  • Participating in World Hemophilia Day 2016 Zombie Escape, (08 May 2016 - 08 May 2016)
  • Participating in World Hemophilia Day 2015 Jogathon, (16 May 2015 - 16 May 2015)
  • Program Coordinator for 1citizen, (22 Mar 2012 - 30 Dec 2013) (University)

COURSE ATTENDED

Internal / External Course
COURSES ORGANIZED BY PTJ
  1. GAMIFY TEACHING AND LEARNING WITH TECHNOLOGY, Cube Block a, Faculty of Computer Science and Information Technology (12 Sep 2017 - 12 Sep 2017)
  2. STUDENT SUPERVISION WORKSHOP ON ACADEMIC WRITING, Universiti Malaya (10 Dec 2012 - 10 Dec 2012)
  3. PHYTON WORKSHOP, Makmal Lanjutan, Fsktm (17 Jun 2015 - 17 Jun 2015)
  4. SPECTRUM 2.0+ BASIC WORKSHOP (AT FACULTY OF COMPUTER SCIENCE & IT) , Computer Lab, Fsktm (17 Jan 2013 - 17 Jan 2013)
  5. WORKSHOP ON "HOW TO PUBLISH IN HIGH-QUALITY ISI INDEXED JOURNAL", Fsktm (16 Nov 2015 - 17 Nov 2015)
  6. WORKSHOP ON "CURRICULUM DESIGN AND DELIVERY: OUTCOME-BASED EDUCATION", Fsktm (05 Aug 2015 - 06 Aug 2015)
  7. BENGKEL POSITIVE IMAGE THROUGH PUBLIC SPEAKING, Fakulti Sains Komputer & Teknologi Maklumat (24 Aug 2016 - 24 Aug 2016)
  8. PROGRAM TRANSFORMASI NEGARA, Kem Bina Negara, Sepang (26 Sep 2016 - 28 Sep 2016)
  9. PROGRAM PEMANTAPAN PASUKAN (PROGRAM TRANFORMASI NEGARA KHAS), Kem Bina Negara Kundasang Sabag (11 May 2017 - 13 May 2017)
  10. AI SEMINAR - THE 2015 INTERNATIONAL RESEARCH TALK SERIES, Bilik Kuliah 3, Fsktm (18 Feb 2015 - 18 Feb 2015)
  11. WORKSHOP ON "STRATEGIES TO ENHANCE RESEARCH VISIBILITY", Fsktm (12 Feb 2015 - 12 Feb 2015)
  12. UM-SWINBURNE RESEARCH SYMPOSIUM, Hotel Hilton, Pj (10 Feb 2015 - 10 Feb 2015)
  13. ASAS ERGONOMIC UNTUK PENGGUNA KOMPUTER, Dewan Kuliah 2, Bangunan Annex, Fsktm (30 Dec 2014 - 30 Dec 2014)
  14. SEMAKAN KURIKULUM IJAZAH DASAR DAN IJAZAH TINGGI FSKTM, Holiday Inn Kuala Lumpur Glenmarie, Shah Alam, Selangor (05 Dec 2014 - 07 Dec 2014)
RESEARCH
  1. ADAPTIVE LEARNING ENVIRONMENT FOR PROBLEM SOLVING SKILLS, (20 Jan 2014 - 22 Jan 2014)
  2. "MEASURING VARIATIONS OF COGNITIVE LOAD IN LEARNING PROGRAMMING VIA WORKED - EXAMPLES", (18 Jul 2012 - 31 Jul 2012)
EXTERNAL COURSE
  1. ADVANCED LEADERSHIP DISCOURSE ON SUSTAINABLE, Akademi Kepimpinan Pengajian Tinggi (04 Jul 2012 - 05 Jul 2012)
  2. STRATEGIC LEADERSHIP TRAINING FOR YOUNG ACADEMICS, Akademi Kepimpinan Pengajian Tinggi (14 Jul 2012 - 16 Jul 2012)
  3. PRE ICIS WORKSHOP TO DISCUSS PAPER IDEAS ICT AND SOCIETAL CHALLENGES, Bocconi University (12 Dec 2013 - 12 Dec 2013)
  4. STRATEGIC LEADERSHIP AND DECISION MAKING FOR FUTURE ACADEMIC LEADERS, Akademi Kepimpinan Pengajian Tinggi (11 Dec 2012 - 13 Dec 2012)
  5. DIGITAL ETIQUETTE CERTIFICATION (IC CITIZEN), Universiti Malaya (09 Jul 2012 - 12 Jul 2012)
INTERNAL COURSE
  1. KURSUS PENYEDIAAN CADANGAN PENYELIDIKAN, Hotel Singgahsana (29 Nov 2005 - 29 Nov 2005)
  2. KURSUS PEMEROSESAN DAN ANALISIS DATA MENGGUNAKAN KOMPUTER (SPSS), Makmal Komputer 4 (23 Jul 2007 - 24 Jul 2007)
CONFERENCE
  1. 4TH INTERNATIONAL CONFERENCE ON NEXT GENERATION INFORMATION TECHNOLOGY (ICNIT2013) & 9TH INTERNATIONAL CONFERENCE ON COMPUTING TECHNOLOGY AND INFORMATION MANAGEMENT (ICCM2013) , Ocean Palace Hotel, Jeju Island, Korea Selatan (17 Jun 2013 - 21 Jun 2013)
  2. THE ASIAN CONFERENCE ON SOCIETY, EDUCATION & TECHNOLOGY 2014 ACSET2014 , Rihga Royal Hotel, Osaka (27 Oct 2014 - 03 Nov 2014)
  3. 6TH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND INFORMATION TECHNOLOGY (CCIT), Hotel Novotel Zurich City-West (27 Apr 2018 - 30 Apr 2018)
INDUCTION COURSE
  1. KURSUS INDUKSI, Aras 1, Bangunan Peperiksaan (26 May 2005 - 26 May 2005)
External Course
NATIONAL
  1. Artificial Intelligence for Universities (AI4U) Launching Event, Online Via Zoom Platform (29 Nov 2021 - 29 Nov 2021)
  2. Revolutionizing Healthcare: The Role of Ai in Modern Healthcare, The Skylounge (Level 6, Nu Sentral Mall) (07 Mar 2023 - 07 Mar 2023)
  3. The 8th Annual Malaysia OpenGov Leadership Forum 22 Jun 2023, Doubletree by Hilton Putrajaya Lakeside, Putrajaya (22 Jun 2023 - 22 Jun 2023)
INTERNATIONAL
  1. Thinking Through ChatGPT, Webinar (26 Apr 2023 - 26 Apr 2023)