Curriculum Vitae

DR. SITI SORAYA BINTI ABDUL RAHMAN

Senior Lecturer
  • Department of Artificial Intelligence
    Faculty of Computer Science and Information Technology
  • siti_soraya
  • +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 program leader for ALEPS (Adaptive Learning Environment for Problem Solving) under the Innovative Technology Research Cluster. Previously, she was the Head of Augmented Human Learning Program, under the Humanities Research Cluster, University of Malaya. Currently, she is the Principal Investigator for a UM Living Labs @ UMSDC entitled "Smart Waste Management System: An IoT-Based Approach For Automated Waste Classification And Bin Monitoring". She is also a University of Malaya Library Committee representing the faculty. She graduated with a Bachelor's degree in Information Technology from the University of Glamorgan, UK in 1998 and received a Master's degree in Computer Science from the University of Malaya in 2003. She was conferred with a PhD in Cognitive Science from the University of Sussex, UK in 2012. Her current research interests are in the area of Machine Learning and Deep Learning; Large Language Models; Knowledge Representation and Reasoning; 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

  • NATURAL LANGUAGE
    Large language models
  • 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
    STUDENT 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)
  • Jawatankuasa Perpustakaan Universiti Malaya
    01 Nov 2022 - 31 Dec 2024 (University Malaya)
  • Committee Members
    01 Oct 2022 - 31 Dec 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 Penilaian Kewangan Perolehan Kewangan
    10 Oct 2023 - 10 Oct 2024 (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)
  • Ahli Jawatankuasa Pelaksana Silicon Valley Internship
    11 Jan 2016 - 10 Jan 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)
  • 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)
  • Ahli Jawatankuasa Jaminan Kualiti
    01 Aug 2014 - 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 (Faculty)
  • Ahli Jawatankuasa Ijazah Dasar
    09 Feb 2015 - 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)
  • 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

  • Silver award
    IIUM, 2024 (International)
  • 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. Raja-Yusof, Raja-Jamilah; Norman, Azah-Anir; Abdul-Rahman, Siti-Soraya; Nazri, Nurul'adilah; Mohd-Yusoff, Zulkifli (2016). Cyber-volunteering: Social media affordances in fulfilling NGO social missions, COMPUTERS IN HUMAN BEHAVIOR. 57, 388-397. doi:10.1016/j.chb.2015.12.029
  3. 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. 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
  12. 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).
  13. 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.
Chapter in Books
  1. Yaqub, M., Bhuiya, S. I., & Abdul Rahman, S. S. (2004). AMEER (Ask ME Algebra): Leveraging GPT to teach secondary algebra. The third international competition on sustainable education 2024: E-proceedings. International Islamic University Malaysia.
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. Yaqub, M., Bhuiya, S. I., & Abdul Rahman, S. S. (2004). AMEER (Ask ME Algebra): Leveraging GPT to teach secondary algebra. The third international competition on sustainable education 2024: E-proceedings. International Islamic University Malaysia. - Extended Abstract
  2. Yogeswaran, S., Abdul Rahman, S. S. (2024, June 8). Smart waste management system: An IoT-based approach for automated waste classification and bin monitoring. Poster presented at the World Environmental Day Symposium 2024, Campus Sustainability FYP@UM, University. - Unpublished Writting Works
  3. 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
  4. 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
  5. 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
  6. Yogeswaran, S., Siti-Soraya, A.R., (2023). Smart Waste Management Systems. Poster session presented at iNVENTEX 2023, Malacca. - Unpublished Writting Works
  7. 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. 2024 - 2027, MOSTI
    LEVERAGING GPT TO TEACH SECONDARY ALGEBRA ( Principal Investigator(PI))
  11. 2018 - 2019, Bantuan Kecil Penyelidikan (BKP)
    Pembangunan Enjin Prototaip Pertuturan ke Teks (stt) dalam Bahasa Melayu ( Consultant)
  12. 2012 - 2014, Flagship (ICT and Education)
    Adaptive learning environment for problem solving skills (ALEPS): Worked-example and note-taking ( Principal Investigator(PI))
  13. 2011 - 2012, Geran Penyelidikan Universiti Malaya (UMRG)
    Measuring variations of cognitive load in learning programming via worked-examples. ( Principal Investigator(PI))
Private
  1. 2024 - 2026, YPOMNM
    A study of linguistic paradigm in social media text to understand youth depression: Predictive analytics approach. ( Principal Investigator(PI))
International
  1. 2024 - 2024, International Research Collaboration
    Personalized Learning Technologies based on Learning Style using Fuzzy Logic, University of Bengkulu ( Co-Researcher)

CONSULTANCY PROJECT

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

PAPER PRESENTED

POSTER PRESENTER
  1. Smart Waste Management System An IoT-based Approach for Automated Waste Classification and Bin Monitoring., World Environmental Day Symposium 2024, Campus Sustainability FYP@UM (University) (08 Jun 2024 - 08 Jun 2024)
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) Practice and Application of Learning Curve Theory in Improving Prescription Review Skills in Standardized Training for Pharmacists in Medical Institutions, International, (Reviewer)
  2. (2024) Reviewer for 4th Applied Informatics International Conference (Aiic2024), International, (Reviewer)
  3. (2024) Ypomnm a Study of Language Patterns and Psycholinguistic Paradigm in Social Media Text to Understand Youth Depression: Predictive Analytics Approach, National, (Reviewer)
  4. (2024) Reviewer Journal of Social Network Analysis and Mining, International, (Reviewer)
  5. (2024) Fundamental Research Grant (Frgs) a Study of Psycholinguistic Paradigm in Malay Language Twitter to Understand Youth Depression: Text Analytics Approach., National, (Reviewer)
  6. (2024) Umreg Psycholinguistic Paradigms in Social Media Texts to Understand Youth Depression, University, (Reviewer)
  7. (2024) Reviewer Icaii 2024, International, (Reviewer)
  8. (2024) Strategic Research Fund (Srf) Leveraging Gpt to Teach Secondary Algebra, National, (Reviewer)
  9. (2024) Reviewer Journal of Health and Translational Medicine (Jummec), University, (Reviewer)
  10. (2024) Cryptocurrency Price Prediction, University, (Internal Examiner)
  11. (2024) Combining U.S. Macroceconomic Indicators and Network Metrics in Predicticng Price of Ethereum, University, (Internal Examiner)
  12. (2024) Machine Learning Approach in Optimizing Portfolios for Intelligent Investment, University, (Internal Examiner)
  13. (2024) Chatbot for Tuberculosis Management Using Llm, University, (Internal Examiner)
  14. (2024) Medicine Recommendation System Based On Patient Demographics Using Collaborative Filtering Method, University, (Internal Examiner)
  15. (2024) Game for Cardiac Patients Using Deep Learning Techniques, University, (Internal Examiner)
  16. (2024) Bitcoin Price Prediction With Market Sentiment Analysis, University, (Internal Examiner)
  17. (2024) Blockchain Data Analysis and Machine Learning Enable Fraud Detection, University, (Internal Examiner)
  18. (2024) Data Mining for Homestay Facility Optimization Based On Airbnb Online Reviews Compared to Hotels, University, (Internal Examiner)
  19. (2024) Analyzing The Impact of Temperature Patterns On Rice Yields: a Data-Driven Study, University, (Internal Examiner)
  20. (2024) Predictive Analysis of Consumer Behavior in E-Commerce: a Study of Amazon, University, (Internal Examiner)
  21. (2024) Data Mining for Anomaly Detection and Transaction Analysis in Blockchain Networks, University, (Internal Examiner)
  22. (2024) Customer Behavior Analysis Using Data Mining Techniques, University, (Internal Examiner)
  23. (2024) Credit Scoring Model Using Machine Learning Technique, University, (Internal Examiner)
  24. (2024) Analyzing Trends in User Social Assessment On Twitter Using Data Mining Techniques, University, (Internal Examiner)
  25. (2024) Master of Computer Science (Applied Computing), University, (Internal Examiner)
  26. (2024) External Advisor for Foundation (Odl) Programme, National, (External Assessor)
  27. (2024) Prediction On Telecommunication Service Disruption Using Machine Learning Session: 2023/2024, University, (Internal Examiner)
  28. (2024) Human Motion Tracking Using Detectron2, University, (Internal Examiner)
  29. (2024) Real Estate Price Forecasting for Purchase Decision Making, University, (Internal Examiner)
  30. (2024) External Advisor for Foundation (Odl) Programme, National, (External Assessor)
  31. (2023) Construction of Knowledge Graph for Chinese Judicial Examination With Enhanced Mutual Information, University, (Internal Examiner)
  32. (2023) Building and Optimizing a Depression Detection Model Using Graph Neural Network, University, (Internal Examiner)
  33. (2023) Emotion Classification in Music Based On Lyrics and Audio Features, University, (Internal Examiner)
  34. (2023) Detection of Tuberculosis Treatment Outcomes Using Machine Learning Techniques, University, (Internal Examiner)
  35. (2023) Prediction of Implementing Renewable Energy Systems and Producing and Sustaining Sufficient Clean Power Generation in Malaysia Using Machine Learning, University, (Internal Examiner)
  36. (2023) A Deep Multi-Modal Social Media Rumor Detection Model Using Graph Struucture, University, (Internal Examiner)
  37. (2023) Prediction of Telecommunication Service Disruption Using Machine Learning, University, (Internal Examiner)
  38. (2023) Heart Disease Prediction Using Machine Learning Models for Adults, University, (Internal Examiner)
  39. (2023) Real Estate Price Forecasting for Purchase Decision Making, University, (Internal Examiner)
  40. (2023) Human Motion Tracking Using Detectron2, University, (Internal Examiner)
  41. (2023) Multimodal Depression Detection Using Audio and Text, University, (Internal Examiner)
  42. (2023) Recognition and Classification of Paddy Disease Using Machine Learning, University, (Internal Examiner)
  43. (2023) Distributional Reinforcement Learning for Predictive Model in Financial Trading, University, (Internal Examiner)
  44. (2023) Non-Invansive Stress Detection On Students Programming Activity Using Machine Learning Approach, University, (Internal Examiner)
  45. (2023) Distributional Reinforcement Learning for Predictive Model in Financial Trading, University, (Internal Examiner)
  46. (2023) Financial Sentiment Analysis On Cryptocurrencies and Price Trend Prediction With Machine Learning Operations (Mlops), University, (Internal Examiner)
  47. (2022) Financial Sentiment Analysis On Cryptocurrencies and Price Trend Prediction With Machine Learning Operations (Mlops), University, (Internal Examiner)
  48. (2022) Panel Candidature Defence Bagi Calon Phd, University, (External Examiner)
  49. (2022) Car Insurance Fraud Claim Detection Using Reverse Image Search, University, (Internal Examiner)
  50. (2022) Forecasting and Analysis Brent Crude Oil Prices Based On Covid-19 and Russia-Ukraine Conflicts, University, (Internal Examiner)
  51. (2022) Detection of Covid-19 in X-Ray Images Using Generative Adversarial Networks and Vgg16 Convolutional Neural Network, University, (Internal Examiner)
  52. (2022) Cyberbully Detection and Participants Role Identification, University, (Internal Examiner)
  53. (2022) Leveraging On Glassdoor Job Data to Identify Skill Sets for Data Scientist Using Machine Learning, University, (Internal Examiner)
  54. (2022) Quran Tajweed Mispronunciation Detection System Using Xls-R Model, University, (Reviewer)
  55. (2022) Development of E-Hailing Waste Management Systems Towards Consumer Convenience in Reduce, Reuse and Recycle, University, (Reviewer)
  56. (2022) Resource-Efficient Framework for Text-Based Visual Question Answering, University, (Reviewer)
  57. (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)
  58. (2021) Internal Examiner for Examination Paper., University, (Internal Examiner)
  59. (2021) Moderator for Examination Paper, University, (Internal Evaluator)
  60. (2021) Panel for Iirg Cycle 4_2021, University, (Internal Evaluator)
  61. (2021) Umhackathon 2021, National, (Internal Evaluator)
  62. (2021) Research Monitoring Symposium (Ai Department), University, (Internal Evaluator)
  63. (2021) Pelantikan Panel Penilai Projek Akademik Ii, Semester Ii Sesi 2020/2021, University, (Internal Evaluator)
  64. (2021) Pelantikan Panel Penilai Projek Akademik I, Semester Ii Sesi 2020/2021, University, (Internal Evaluator)
  65. (2018) Internal Examiner for PhD thesis entitled A Computer Assisted Learning Environment for Summary Writing, (Internal Examiner)
  66. (2018) Reviewer for Computers in Human Behavior, (Reviewer)
  67. (2018) Reviewer for Computers in Human Behavior , (Reviewer)
  68. (2016) Reviewer for Computers in Human Behavior, (Reviewer)
  69. (2016) Reviewer for Learning and Individual Differences, (Reviewer)
  70. (2015) Internal examiner for PhD thesis , (Internal Examiner)
  71. (2014) Internal examiner for Master's thesis (Mix mode) entitled Understanding Physics Problem Solving using Categorisation , (Internal Examiner)
  72. (2014) Internal examiner for Master's thesis., (Internal Examiner)
Contribution to external organisation
  1. (2024) Technical Program Committee Member (Air 2024), International, (Technical Advisor)
  2. (2024) International Journal of Communication Networks and Information Security (Ijcnis), International, (Expert Advisor)
  3. (2022) Judge for Youth Tech Asia Challenge, International, (Expert Advisor)
  4. (2021) Ahli Jawatankuasa Kurikulum (Task Force) Bagi Program Sarjana Pengurusan Teknologi Maklumat (Secara Kerja Kursus), University, (Resource Person)
  5. (2015) Consultant, Pencil Brand Sdn Bhd, National
  6. (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. (2024) Exploring Urban computing through ML methods: Urban spatio-temporal data sequences analysis and prediction based on deep learning, GUANGRUI FAN
  2. (2024) RESEARCH ON THE ASPECT BASED SENTIMENT ANALYSIS FOR SOCIAL NETWORK COMMENT TEXTS, XIA YAN
  3. (2024) IOT DATA FUSION AND INTEGRATION: TECHNIQUES FOR CREATING A UNIFIED VIEW FOR COMPREHENSIVE ANALYSIS AND DECISION SUPPORT, ZAHRA NASSER HASHIL ALSIYABI
  4. (2024) STUDY OF COLLEGE STUDENT PERFORMANCE PREDICTION BASED ON THE COMPLETION OF SCHOOLWORK BY COLLEGE STUDENTS, YUAN LONGFA
  5. (2022) Exploring the Factors Influencing the Application of Telegram by Malaysian Tamil Primary School Teachers, SRI RAMAN NAIR A/L CHUKUMARAN
  6. (2022) Factors Influencing Motivation and Behaviour in Utilising Pharmacy Information System Among Pharmaceutical Staff in Malaysia, CENYSIA BINTI JOIMUR
  7. (2022) Factors Influencing Motivation and Behaviour in Utilising Pharmacy Information System Among Pharmaceutical Staff in Malaysia, CENYSIA BINTI JOIMUR
  8. (2021) DESIGN AND EVALUATION OF AN ELECTRONIC TRAINING SYSTEM FOR PROFESSIONAL DEVELOPMENT IN SAUDI ARABIA'S HIGHER EDUCATION, AIZAL YUSRINA IDRIS
  9. (2021) THE DESIGN AND EVALUATION OF M-KIDS MOBILE APPLICATION TO ENGAGE LEARNING AMONG ISLAMIC PRE-SCHOOLERS IN MALAYSIA, WAN IRMA SABRINA BINTI IDRIS
  10. (2019) Mentoring System Design in ICT Skills Training Program Virtually for Primary School Teachers, SRI RAMAN NAIR A/L CHUKUMARAN
  11. (2019) AUTOMATIC DETECTION METHODS OF STUDENTS' LEARNING STYLES IN LEARNING MANAGEMENT SYSTEM, LI LING XIAO
  12. (2015) A Study of Behavioral Change towards Pharmacy Information System among Hospital Staff in East Malaysia, CENYSIA BINTI JOIMUR
  13. (2014) Mentoring System Design in ICT Skills Training Program Virtually for Primary School Teachers, SRI RAMAN NAIR A/L CHUKUMARAN
  14. (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
  15. (2011) INTELLIGENT LEARNING STYLE BASED E-LEARNING SYSTEM, LI LING XIAO
Master
  1. (2024) LLM-based Chatbots for Mental Health Support Especially in Major Depression Order, YUWEI GUO
  2. (2024) Document Management Automation: Managing and Organizing Email-attachment Document, MEI YEE LIM
  3. (2024) Classification of X-Ray Images for Diagnosis of Spinal Abnormalities Using Deep Learning Models, MO XIONGSEN
  4. (2024) Enhancing Natural to SQL Query Transformation: A Dual-Layer Approach Leveraging BERT and Transformer Architectures, WUTAO
  5. (2024) Design and Implementation of Underwater Animal Recognition Algorithm Based on Deep Learning, XUEJIE CHEN
  6. (2024) A Semantic Search Engine That Leverages Knowledge Graphs in The Mental Health Domain, LI JINGWEN
  7. (2005) "ONLINE NON-CURSIVE JAWI CHARACTER RECOGNITION SYSTEM", NOR'AIZA BT AHMAD
  8. (2000) "ONLINE NON-CURSIVE JAWI CHARACTER RECOGNITION SYSTEM", NOR'AIZA BT AHMAD
Under Graduate Students
  1. (2023) Deep learning based movie recommender system: Incorporating User's Personality (University of Mohammed VI Polytechnique)
  2. (2023) A Leap Towards Automation: integrating Deep Learning Image Classification in Supply Chain Management (University of Mohammed VI Polytechnique)
  3. (2023) Smart Waste Management System: An IoT-Based Approach for Automated Waste Classification and Bin Monitoring
  4. (2023) Skin care recommender systems using machine learning
  5. (2023) Multiclass classification model for predicting different types of orchid species
  6. (2023) Leveraging GPT to gauge mental health among UM students.
  7. (2023) Fuzzy Rule Based Expert System for Early Diagnosis of Skin Neglected Tropical Diseases.
  8. (2023) Final Year Project Sem 1, 2, 3 2022/2023
  9. (2023) Deep learning for aspect-based sentiment analysis : The case of hotel reviews in Malaysia.
  10. (2023) BERT language model for reviewer's emotion detection from text: The case of restaurant in Malaysia
  11. (2023) Aspect-based sentiment analysis to understand student drop out.
  12. (2023) Aspect-based sentiment analysis to understand customer's satisfaction on food delivery (Grab food, Food Panda)
  13. (2023) Aspect-based sentiment analysis to get insights into an online shopping experience: The case of Shopee.
  14. (2023) Aspect-based Sentiment Analysis to Get Insights into an Online Shopping Experience: The Case of AliBaba
  15. (2023) Aspect-based sentiment analysis: Classification of emotion and polarity on Mat Kilau movie.
  16. (2023) Applying computer vision and deep learning model to identify different types of flowers
  17. (2023) Applying computer vision and deep learning model to diagnose skin diseases
  18. (2023) An expert system for early diagnosis of major depressive disorder
  19. (2023) AMEER (Ask ME Algebra): Leveraging GPT to Teach Secondary Algebra.
  20. (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
  21. (2022) Ontology-driven aspect-based sentiment analysis: Classification of emotion and polarity on COVID-19 in Malaysia. (University Mohamed V, Moroco)
  22. (2021) WEB-BASED EXPERT SYSTEM ON CAREER GUIDANCE
  23. (2021) Prediction Of Personality Based On Music Genre Preference.
  24. (2021) Prediction Of Narcissism Tendency Among Malaysian Youth On K-pop.
  25. (2021) Prediction Of Movie Genres Preferences Based On Personality.
  26. (2021) Faculty supervisor for WIA3001 Industrial Training
  27. (2021) Expert System To Identify Different Children Learning Disabilities.
  28. (2021) Expert System To Identify Cat Breed.
  29. (2021) EXPENDITURE MONITORING SYSTEM
  30. (2021) Early detection tool to facilitate screening of depression
  31. (2021) Career Consultation Expert System With Handwriting Style Analysis
  32. (2021) AN EXPERT SYSTEM FOR NUTRITION AND HEALTH TRACKING
  33. (2013) Expert system for skin allergy
  34. (2012) Industrial training
  35. (2012) An expert system to diagnose speech/language disorders in children
  36. (2011) Web-based expert system for face skin problems
  37. (2011) Industrial training

PATENT/IPR

  • Gamified AI-assisted rehabilitation for mental health patients.
    COPYRIGHT
  • 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