Curriculum Vitae


Associate Professor
  • Department of Software Engineering
    Faculty of Computer Science and Information Technology


Siti Hafizah is an Associate Professor with the Department of Software Engineering, Faculty of Computer Science and Information Technology, Universiti Malaya, Malaysia. She received her Ph.D. in Software Verification and is leading a research team that specializes in Software Quality, Software Testing, and Affective Computing, where her team has published more than 100 papers in top peer-reviewed conferences and journals; SCOPUS and WoS. She is an Associate Editor of IET Software, Technical Committee for Malaysia Standard of Software & System Engineering (ISO/IEC JTC 1/SC 7), Academic Programme Quality Manager, and Deputy Dean of the Institute for Advanced Studies. She has graduated with 13 PhD students and more than 20 Master students. Currently, she receives national and internal grants for machine and deep learning research on metadata-tagging for music repositories, evolutionary software development for Malaysia's aging & retirement survey system, and natural language processing on anxiety and depression emotions with the Universitas Airlangga, Indonesia. She was a recipient of the Newton Ungku Omar Institutional Linkage Grant for Big Data research on dengue prevention with the University of Nottingham, UK. Also, she is certified with professional training in iOS mobile app development, Project Management, and Computational Thinking. Her research interests are software efficiency, fault tolerance computing, and social media markers in mental healthcare.


    Software Reliability, Software Verification, Software Testing, Software Metrics
    Program Engineering, Formal Verification, Program Code Violations, Code Anomaly
    Mobile App QoE, User Interface Testing, Runtime Execution, Memory Consumption
    Mobile Games, E-Learning, Serious Games
    Big Data Technology, Virtual Machine


  • PhD, (Software Verification)
    Universiti Malaya (UM)
  • MCOMPSCDESIGN, (Computing Systems Design)
    Manchester Univ., Inst of Sci. & Tech. (Umist)
  • BCOMPSC, (System and Networking)
    Universiti Teknologi Malaysia, Skudai


  • Deputy Dean (Academic & Student Affairs)
    01 Feb 2024 - present (Office of The Deputy Dean (Academic & Student Affairs), Institute for Advanced Studies (Ias))
  • Deputy Dean
    01 Jan 2022 - 31 Jan 2024 (Institute for Advanced Studies (Ias), Institute for Advanced Studies (Ias))
  • UM Representative for National Big Data Analytics
    01 Mar 2014 - present (National)
  • Programme Coordinator for FCSIT,UM - Malaysian Software Testing Board Program
    01 Jan 2014 - present (Dean Office, Faculty of Computer Science and Information Technology)
  • Coordinator for Master of Software Engineering Program
    01 Aug 2019 - 31 Jul 2021 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Head Training Branch
    01 Sep 2017 - 31 Dec 2020 (National)
  • Coordinator for WIA 2002 - Software Modeling Subject
    02 Sep 2019 - 14 Feb 2020 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Ketua Pengawas
    31 May 2018 - 29 Jun 2019 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Head of Department
    01 Aug 2016 - 31 Jul 2017 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Head of Task Force (First Class Undergraduates Program)
    01 Jun 2014 - 31 Jul 2017 (Dean Office, Faculty of Computer Science and Information Technology)
  • Coordinator
    01 Aug 2014 - 31 Jul 2016 (Dean Office, Faculty of Computer Science and Information Technology)


    2021 to 2024 (International)


  • Certified ISO 9001:2015 Lead Auditor
    SIRIM, 2019 (National)
  • Best Paper Award - Performance assessment of dynamic analysis based energy estimation tools
    IEEE International Conference, 2018 (International)
  • 2nd Place - Pertandingan Poster bagi Persidangan Akademia - Komuniti UM 2017
    UNIVERSITI MALAYA, 2017 (National)
  • Master Trainer for Computational Thinking and Computer Science Teaching Programme
    MDEC, 2017 (National)
  • Second Prize Award. personal CGPA Planning System for Undergraduates: Towards Achieving the First Class CGPA. ICT-ISPC 2016
    Mahidol University, 2016 (International)
  • Silver Award. A Predictive Based Academic Track Recommender for Undergraduates. iCE-CInno Communitising Innovative Computing
    UMP, 2016 (International)
  • Bronze Medal, POINTA: Personal Academic Planner for Undergraduates, Penang Invention, Innovation and Design 2015 Competition
    UiTM, Penang, 2015 (National)
  • Certified Project Management (PRINCE2)
    University of Malaya, 2014 (International)
  • Silver Medal. Improving the Performance of the Authorization Process of a Credit Card System Using Thread-Level Parallelism and Singleton Pattern
    Malaysia Technology Expo (MTE), 2009 (University)
  • Bronze Medal, MobiGP: Play and Learn Programming in Mobile Environment
    University of Malaya, 2006 (National)


Article in Journal
  1. Ahmed, Abdelmuttlib Ibrahim Abdalla; Ab Hamid, Siti Hafizah; Gani, Abdullah; Abdelaziz, Ahmed; Abaker, Mohammed (2023). Formal Analysis of Trust and Reputation for Service Composition in IoT, SENSORS. 23(6). doi:10.3390/s23063192
  2. Muhamad, Fatin Nur Jannah; Ab Hamid, Siti Hafizah; Subramaniam, Hema; Rashid, Razailin Abdul; Fahmi, Faisal (2023). Fault-Prone Software Requirements Specification Detection Using Ensemble Learning for Edge/Cloud Applications, APPLIED SCIENCES-BASEL. 13(14). doi:10.3390/app13148368
  3. Sundaram, Aishwarya; Subramaniam, Hema; Ab Hamid, Siti Hafizah; Nor, Azmawaty Mohamad (2023). A Systematic Literature Review on Social Media Slang Analytics in Contemporary Discourse, IEEE ACCESS. 11, 132457-132471. doi:10.1109/ACCESS.2023.3334278
  4. Daud, Nur Nasuha; Ab Hamid, Siti Hafizah; Saadoon, Muntadher; Seri, Chempaka; Hasan, Zati Hakim Azizul; Anuar, Nor Badrul (2022). Self-Configured Framework for scalable link prediction in twitter: Towards autonomous spark framework, KNOWLEDGE-BASED SYSTEMS. 255. doi:10.1016/j.knosys.2022.109713
  5. Saadoon, Muntadher; Ab Hamid, Siti Hafizah; Sofian, Hazrina; Altarturi, Hamza H. M.; Azizul, Zati Hakim; Nasuha, Nur (2022). Fault tolerance in big data storage and processing systems: A review on challenges and solutions, AIN SHAMS ENGINEERING JOURNAL. 13(2). doi:10.1016/j.asej.2021.06.024
  6. Haseeb-Ur-Rehman, R. M. A., Liaqat, M., Aman, A. H. M., Ab Hamid, S. H., Ali, R. L., Shuja, J., & Khan, M. K. (2021). Sensor Cloud Frameworks: State-of-the-Art, Taxonomy, and Research Issues. IEEE Sensors Journal, 21(20), 22347-22370. doi: 10.1109/jsen.2021.3090967
  7. Razak, C. S. A., Ab Hamid, S. H., Meon, H., Subramaniam, H. A. P., & Anuar, N. B. (2021). TWO-STEP MODEL FOR EMOTION DETECTION ON TWITTER USERS: A COVID-19 CASE STUDY IN MALAYSIA. Malaysian Journal of Computer Science, 34(4), 374-388. doi: 10.22452/mjcs.vol34no4.4
  8. Saadoon, M., Ab Hamid, S. H., Sofian, H., Altarturi, H., Nasuha, N., Azizul, Z. H., . . . Asemi, A. (2021). Experimental Analysis in Hadoop MapReduce: A Closer Look at Fault Detection and Recovery Techniques. Sensors, 21(11), 18. doi: 10.3390/s21113799
  9. Yasin, H. N., Ab Hamid, S. H., & Yusof, R. J. R. (2021). DroidbotX: Test Case Generation Tool for Android Applications Using Q-Learning. Symmetry-Basel, 13(2), 30. doi: 10.3390/sym13020310
  1. Ibrahim, F. I., Nasir, M. H. N. M., Ab Hamid, S. H., Ahmad, R. W., & Iqbal, J. (2020). FSI DRIVENERGY: Mitigating Smartphone Energy Consumption using Fuzzy Inference. Malaysian Journal of Computer Science, 33(3), 188-201.
  2. Irshad, T., Shan, R. U., Ahmad, R. W., Khalid, A., & Ab Hamid, S. H. (2020). Multi-RAT based Adaptive Quality of Service (QOS) Management in WBAN. Malaysian Journal of Computer Science, 33(4), 252-269.
  3. Rahman, Md & Peeri, Noah & Shrestha, Nistha & Zaki, Rafdzah & Haque, Ubydul & Ab Hamid, S.H. (2020). Defending against the Novel Coronavirus (COVID-19) Outbreak: How Can the Internet of Things (IoT) help to save the World?. Health Policy and Technology. 10.1016/j.hlpt.2020.04.005.
  4. Yasin, H., Ab Hamid, S.H., Raja Yusof, R.J., Hamzah, M. An Empirical Analysis of Test Input Generation Tools for Android Apps through a Sequence of Events. Symmetry. 2020; 12 (11):1894.
  5. A. I. A. Ahmed, A. Gani, S.H.A. Hamid, A. Abdelmabouda, H.J. Syed, R. A.A. H.Mohamed, I.Ali, "Service Management for IoT: Requirements, Taxonomy, Recent Advances and Open Research Challenges," in IEEE Access, vol. 7, pp. 155472-155488, 2019. doi: 10.1109/ACCESS.2019.2948027
  6. Abdelmuttlib Ibrahim Abdalla Ahmed, Siti Hafizah Ab Hamid, Abdullah Gani, Suleman khan, Muhammad Khurram Khan, "Trust and reputation for Internet of Things: Fundamentals, taxonomy, and open research challenges", Journal of Network and Computer Applications, vol. 145, 2019, 102409, ISSN 1084-8045,
  7. Ejaz Ahmed, Anjum Naveed, Abdullah Gani, Siti Hafizah Ab Hamid, Muhammad Imran, Mohsen Guizani, "Process state synchronization-based application execution management for mobile edge/cloud computing", Future Generation Computer Systems, vol. 91,2019, pp. 579-589, ISSN 0167-739X,
  8. Siti Noor Hasanah Ghazali, Siti Salwah Salim, Irum Inayat, Siti Hafizah Ab Hamid, A Risk Poker Based Testing Model For Scrum, International Journal of Computer Systems Science and Engineering. May 2018. (ISI Index)
  9. Ahmed, E., Naveed, A., Hamid, SHA., Gani, A., Salah, K. (2017). Formal analysis of seamless application execution in mobile cloud computing. J. Supercomputing. DOI 10.1007/s11227-017-2028-4
  10. Aneesa Saeed, Siti Hafizah Ab Hamid, and Asmiza Abdul Sani. 2017. Cost and Effectiveness of Search-Based Techniques for Model-Based Testing: An Empirical Analysis. International Journal of Software Engineering and Knowledge Engineering 27:04, 601-622
  11. Liaqat, M., Chang, V., Gani, A., Hamid, S.H.A., Toseef, M., Shoaib, U., Ali, R.L. Federated cloud resource management: Review and discussion. (2017) Journal of Network and Computer Applications, 77, pp. 87-105.
  12. Ahmad, R. W., Gani, A., Ab Hamid, S. H., Naveed, A., KO, K., and Rodrigues, J. J. P. C. (2016) A case and framework for code analysis based smartphone application energy estimation. International Journal on Communication System, doi: 10.1002/dac.3235.
  13. Ahmad, R. W., Gani, A., Hamid, S. H. A., Shojafar, M., Ahmed, A. I. A., Madani, S. A., Saleem, K., and Rodrigues, J. J. P. C. (2016) A survey on energy estimation and power modeling schemes for smartphone applications. International Journal Communication System, ISSN: 1099-1131
  14. Aneesa Saeed, Siti Hafizah Ab Hamid, Mumtaz Begum Mustafa. 2016. The experimental applications of search-based techniques for model-based testing: Taxonomy and systematic literature review, Applied Soft Computing. Volume 49, December 2016, Pages 1094-1117.
  15. Siti Azrina A Aziz and Siti Hafizah Ab Hamid (2016). Visual Text Analytics Technologies for Real Time Big Data: Chronological Evolution and Issues. Int Journal of Computer & Information Engineering. vol 10. no 2.
  16. Ejaz Ahmed, Abdullah Gani, Mehdi Sookhak, Siti Hafizah Ab Hamid, Feng Xia, (2015) Application optimization in mobile cloud computing: Motivation, taxonomies, and open challenges, Journal of Network and Computer Applications, vol. 52, pp. 52-68 (IF=2.229)
  17. Raja Wasim Ahmad , Abdullah Gani , Siti Hafizah Ab. Hamid , Feng Xia, Muhammad Shiraz (2015) A Review on Mobile Application Energy Profiling: Taxonomy, State- of-the-art, and Open Research Issues, Journal of Network and Computer Applications (IF=2.22)
  18. RajaWasim Ahmad, Abdullah Gani, SitiHafizah Ab. Hamid, Muhammad Shiraz, Feng Xia, SajjadA Madani (2015) Virtual machine migration in cloud data centers: a review, taxonomy, and open research issues, The Journal of Supercomputing, vol.71(7), pp. 2473-2515 (IF=0.858)
  19. Ejaz Ahmed; Adnan Akhunzada; Abdullah Gani; Siti Hafizah Ab Hamid; Rajkumar Buyya, Network- centric Performance Analysis of Runtime Application Migration in Mobile Cloud Computing,Simulation Modelling Practice and Theory Jour. vol 500(2015). pp 42-56.
  20. Nazanin Aminzadeh, Zohreh Sanaei, and Siti Hafizah Ab Hamid, Mobile Storage Augmentation in Mobile Cloud Computing: Taxonomy, Approaches, and Open Issues, Simulation Modelling Practice and Theory Jour. vol 500 (2015), pp.96-108
  21. Siti Hafizah Ab. Hamid, Mohd Hairul Nizam Md. Nasir & Hazrina Hassan. 2009. Java Versus .NET: A Comparative Analysis of Performance, Size and Complexity of Credit Card Authorization Systems, Journal of Applied Sciences 9(7):689-697
  22. Siti Hafizah Ab. Hamid, Mohd Hairul Nizam Md. Nasir, Wong Yew Ming, Hazrina Hassan. 2009. Improving the Performance of the Authorization Process of a Credit Card System Using Thread-Level Parallelism and Singleton Pattern. Research Journal of Information Technology 1(1):30-40
  23. Hafizullah Amin Hashim, Siti H.A. Hamid, Mas Idayu Md Sabri. 2008. Analysis on types of mobile games played among the IHL students in Malaysia. Journal of WSEAS Transactions on Information Science and Applications 5(4): 349-355.
  24. Siti Hafizah Ab. Hamid, Mohd Hairul Nizam Md. Nasir & Nor Hafizah Hassan. 2008. Distributed Database for Reusable Learning Object-Based System. Information Technology Journal 7(5):754-761
  25. Siti Hafizah Ab. Hamid, Mohd Hairul Nizam Md. Nasir, Wong Yew Ming & Hazrina Hassan. 2008. Improving Response Time of Authorization Process of Credit Card System Using Multi-Threading and Shared-Memory Pool Techniques. Journal of Computer Science 4(2) : 151- 160
  26. Siti Hafizah Ab. Hamid, Mohd Hairul Nizam Md. Nasir, Wong Yew Ming & Hazrina Hassan. 2008. Multi-Threading & Shared-Memory Pool Techniques for Authorization of Credit Card System. INFOCOMP Journal of Computer Science 7(3):60-69
  27. Siti H.A. Hamid. (2004). Solutions to Teaching Object-Oriented Programming. Journal of WSEAS Transactions on Communications 3(1):pp 99-104.
  28. Siti Hafizah Ab. Hamid and Yang, Mei-Lin. (2004). Commercialising Reading Materials Using Internet and Mobile Technology in Malaysia Environment. Journal of WSEAS Transactions on Communications 3(1):93-98.
Chapter in Books
  1. Mogeeb,M. , Musaed A. Alhussein, Mohd Sapiyan Baba, Sorayya Malek, Sitihafizah ab Hamid. 2015. Reviewing and Classification of Software Model Checking Tools. In H.A.Sulaiman Lecture Notes in Electrical Engineering: Advanced Computer and Communication Engineering Technology. vol 362(LNEE362).Springer-Verlag Berlin Heidelberg. pp. 279-294
  2. Aneesa Saeed and Siti Hafizah Ab Hamid. 2014. Theorem Prover based Static Analyzer: Comparison Analysis between ESC/Java2 and KeY. In H.A.Sulaiman Lecture Notes in Electrical Engineering: Advanced Computer and Communication Engineering Technology. vol 315(LNEE315).Springer-Verlag Berlin Heidelberg.
  3. Siti Hafizah, Mohd S. Baba, Abdullah Gani. 2011. Abstract Formal Framework for Method Overriding. In J.M.Zaini (Eds). Software Engineering and Computer Systems: Communications in Computer and Information Science. vol.181. (CCIS181). Springer- Verlag Berlin Heidelberg. pp.257-265.
  4. Wan Hasnira Wan Hussin, Siti Hafizah Ab. Hamid & Mohd Hairul Nizam. 2007. Review on UML CASE Tools. In: P. Dondon, V. Mladenov, and S. Cepisca Mathematical Methods and Computational Techniques in Research and Education, Electrical and Computer Engineering Series. WSEAS Press. Pge 347-351.
  5. Siti H. A. Hamid. (2006). A Review on Learning Objects. In. Azwina M. Yusof (ed.). Selected Readings In Software Engineering. UM Press
  6. Siti Hafizah Ab Hamid and Tan Hock Chuan. 2006. Designing Learning Styles Application of E-Learning System Using Learning Objects. In Liu, W. (Eds). Lecture Notes in Computer Science: Web-Based Learning. vol 4181 (LNCS 4181). pp. 81-92. Springer-Verlag Berlin Heidelberg
Article in Proceeding
  1. Daud, N. N., Hamid, S. H. A., Seri, C., Saadoon, M., & Anuar, N. B. (2022). Scalable link prediction in Twitter using self-configured framework. 8th International Conference on Natural Language Processing. January 22 ~ 23, 2022, Zurich, Switzerland,
  2. Razak C.S.A., Zulkarnain M.A., Hamid S.H.A., Anuar N.B., Jali M.Z., Meon H. (2020) Tweep: A System Development to Detect Depression in Twitter Posts. In: Alfred R., Lim Y., Haviluddin H., On C. (eds) Computational Science and Technology. Lecture Notes in Electrical Engineering, vol 603. Springer, Singapore
  3. Raja Wasim Ahmad, Siti Hafizah Ab Hamid, Abdullah Gani, 2018. Performance assessment of dynamic analysis based energy estimation tools. In Proceedings of the 21st International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SummerSim '18). Bordeaux, France July 09 - 12, Article 3, 12 pages.
  4. E. Ahmed, A. Naveed, A. Gani, S. H. A. Hamid, M. Imran and M. Guizani, "Process state synchronization for mobility support in mobile cloud computing," 2017 IEEE International Conference on Communications (ICC), Paris, 2017, pp. 1-6.
  5. Yeap Chun Sheng, Mumtaz Begum Mustafa, Shahin Alam, Siti Hafizah Hamid, Asmiza Abdul Sani, Abdullah Gani, (2016) Personal CGPA Planning System for Undergraduates: Towards Achieving the First Class CGPA, 2016 Fifth ICT International Student Project Conference 2016 (ICT-ISPC 2016), Faculty of ICT, Mahidol University, Salaya Campus, Nakhon Pathom, Thailand, May 27-28, 2016.
  6. Aneesa Saeed and Siti Hafizah Ab Hamid (2015) Extended Finite State Machines-Based Testing Using Metaheuristic Search Based Techniques: Issues, and Open Challenges, The 9th Malaysian Software engineering Conference, 16th and 17th December, Sri Kembangan, IEEE
  7. Rasoul Banaeeyan Khalil Abad, Chiam Yin Kia, Zati Hakim binti Azizul Hasan, Chiew Thiam Kian, Siti Hafizah Ab Hamid & Tanisha A/P Thasa Ratha Rajah. 2015. Classification of Image Processing Software Tools for Cardiovascular Image Analysis. Paper presented at Innovation in Biomedical Engineering and Life Sciences (ICIBEL), Putrajaya, Malaysia, pp. 72-75.
  8. Misbah Liaqat, Nadeem Javaid, M Akbar, Z A Khan, L Ali, Siti Hafizah, Abdullah Gani, (2014), HEX Clustering Protocol for Routing in Wireless Sensor Network, Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications (AINA2014), Victoria, Canada, 13-16 May.
  9. Kam Kah Kiang and Siti Hafizah Ab Hamid.(2013).Stress Testing Applications for Real-Device Android Mobiles. The 7th Malaysian Conference on Software Engineering (MySEC13).20-21 November. Malaysia
  10. Mohd Hairul Nizam Md. Nasir, Siti Hafizah Ab. Hamid & Hazrina Hassan. 2008. Thread-Level Parallelism & Shared-Memory Pool Techniques for Authorization of Credit Card System. Proceedings of the International Symposium on Communications and Information Technologies 2008 (ISCIT 2008), page 447-452
  11. Hafizullah Amin Hashim, Siti Hafizah Ab Hamid, WA Wan Rozali (2007) A survey on mobile games usage among the institute of higher learning (IHL) students in Malaysia, IEEE International Symposium on Information Technologies and Applications in Education, Kunming China, 23-25 November, pp.40-44
  12. Karen Ming Lu, Siti Hafizah Ab Hamid (2007) Conceptual Design of Web-Based Appointment Management System using Object WebML, IEEE International Symposium on Information Technologies and Applications in Education (ISITAE'07), Kunming China, 23-25 November, pp. 354-359
  13. Siti H.A. Hamid, Leong Y. Fung. 2007. Learn Programming by Using Mobile Edutainment Game Approach. Proceedings of IEEE International Workshop on Digital Game and Intelligent Toy Enhanced Learning. Taipei, Taiwan. pp.170-172
  14. Siti Hafizah Ab Hamid & Nurulhuda Ismail (2007), The Design of MobiGP by Using Tamagotchi. IEEE International Symposium on In Information Technologies and Applications in Education (ISITAE'07),Kunming China, 23- 25 November,pp. 382-387
  15. Siti Hafizah Ab Hamid, Foong-Li Law, Ros Surya Taher, (2007) Conceptual Design of L3OP Distributed Database System, 6th WSEAS International Conference On Education And Educational Technology, Venice, Italy. 21 - 23 November 2007, pp.1-6
  16. Siti Hafizah Ab. Hamid, Wan Hasnira Wan Hussin & Mohd Hairul Nizam Md. Nasir. 2007. The Design of Text to Use Case Diagram Tool. Proceedings of Second International Conference on Informatics (Informatics2007)
  17. Wan Hasnira Wan Hussin, Siti Hafizah Ab. Hamid & Mohd Hairul Nizam. 2007. Review on UML CASE Tools. Proceedings of 3rd WSEAS/IASME International Conference on Educational Technologies (EDUTE'07), page 347-351
  18. Yap Kay Seng, Siti Hafizah Ab. Hamid & Mohd Hairul Nizam Md. Nasir. 2007. WSEP: An E-Procurement System of Supply Chain Management Using Web Services Technology. Proceedings of Second International Conference on Informatics (Informatics2007)
  19. Siti H.A. Hamid and Wong, Eric (2006).Implementing and Measuring Problem Solving Agent Technology of Human Resource Management System.Proceedings of the International Conference and Exhibition on Knowledge Management. Vol. 2. 6-8 June. Kuala Lumpur, Malaysia. pp.576 - 583.
  20. Siti H.A. Hamid and Yii H.L. (2006). AuTec: A Mathematics E-Learning System Focusing on Notes Module. Proceedings of IADIS Virtual Multi Conference on Computer Science and Info Systems. 15 - 19 May. pp. 109-113.
  21. Siti H.A. Hamid, Tan, H.C. and Zarinah M. Kasirun (2006). L3OP: Learning Styles Application Using Learning Objects Approach. Proceedings of the IEEE International Conference on Computer and Information Technology (CIT'06).Seoul, Korea. 20-22 September. pp. 255-260.
  22. Tan, Hock-Chuan and Siti Hafizah Ab Hamid. (2006). An Application Framework of Electronic Learning System Using Learning Objects Approach. Proceedings of the 5th International Conference on Web-Based Learning (ICWL). Penang, Malaysia. 19-21 July. pp. 75-82.
  23. Siti H.A. Hamid (2005). An Approach of Using Automated Techniques in the Learning Process. The Twelfth International Conference on Learning. 11-14 July. Granada, Spain.
  24. Siti H.A. Hamid, Tan Y. Pei, Nazean Jomhari. 2003.Object oriented analysis and UML design in the development of accommodation services system.Proceedings of the 1st International Symposium on Information and Communication Technologies. Dublin, Ireland. pp.590-595.
  25. Siti Hafizah Ab Hamid (2003). WE-learning Electronic and Mobile Learning Environment. In The Public Institutions of Higher Learning R&D Exposition, Kuala Lumpur, Malaysia.
  26. Siti H. A. Hamid. 2002. A Distributed Image Database Approach for the Retrieval of Sequences of Images for Security Use. Prosiding Seminar ICT, hlm2. 298-302


  • Quantum Software
  • Energy Consumption (Software and Mobile Apps)
  • Big Data
  • Mobile Games Learning (Programming Course, History Subject)
  • Mobile Cloud Computing


  1. 2022 - 2025, Fundamental Research Grant Scheme (FRGS)
    Post-pandemic Anxiety Prediction Model For Malaysia Urban School Students Using Social Media Slang Analytics ( Co-Researcher)
  2. 2022 - 2024, UM International Collaboration Grant
    Corpus Development for Anxiety Disorder Profile Detection Model on Twitter Communication using Fear and Worry Emotion Analytics ( Principal Investigator(PI))
  3. 2020 - 2022, RU Geran - Fakulti Program
    Cross Software Project's Code Anomaly Prediction ( Principal Investigator(PI))
  4. 2006 - 2009, ScienceFund
    Mobile-based Mental-Skill Game Technology for Object-Oriented Programming Course ( Principal Investigator(PI))
  1. 2015 - 2017, International Funding
    Public Health Intelligence Network for Dengue Surveillance in Malaysia (Newton Ungku Omar NILF Grant) ( Principal Investigator(PI))


  • UM Systems, UM
    01 Mar 2016 - 01 Mar 2016 (National)


  1. Tips on Preparing International Grant Proposal, Workshop on Preparing Conceptual Paper for International Grant Proposal, UMT (National) (05 Sep 2017 - 05 Sep 2017)
  1. Computational Thinking, The First National STEM Seminar, Centre for Foundation Studies in Science (National) (31 Jul 2018 - 01 Aug 2018)
  2. Quantum Computing: Opportunities and Challenges, Talk Series of FCSIT,UM in conjunction with Particle Physics in Malaysia Roadmap Workshop (14 Feb 2014)
  1. Course on Computational Thinking & Computer Science Teaching Skills for Teachers (Kuala Lumpur Division), Computational Thinking and Computer Science Teaching Skills for Teachers (Kuala Lumpur Division), MDEC (National) (01 Sep 2020 - 16 Oct 2020)


  1. (2022) Iso/Iec Documents Assessor (Every Week), National, (External Assessor)
  2. (2019) Reviewer for Journal of Engineering Science and Technology (JESTEC), (Reviewer)
  3. (2019) External Reviewer for HPCC: Algorithm and Communication Book Project , (Reviewer)
  4. (2018) Internal UM Auditor , (Auditor)
  5. (2018) External Assessor for VJAVA Module , (External Examiner)
  6. (2018) Curriculum Restructuring Panel Member for Master of Computer Engineering Program for Lincoln University , (External Examiner)
  7. (2017) FRGS Grant Proposal Evaluator , (External Examiner)
  8. (2017) External Assessor for Master of Technology Programme, UTEM, (External Examiner)
Contribution to external organisation
  1. (2024) Research Associate for Malaysia Ageing & Retirement Survey Project, University, (Research Fellow/Associate)
  2. (2022) Facilitator/Expert Advisor for Software Charging Mechanism Development, University, (Expert Advisor)
  3. (2019) Associate Editor for IET Software Journal (ISI WoS), IET Inc
  4. (2016) Research Collaboration with MoU , University of Nottingham, International
  5. (2016) Reviewer for Software Testing, Verification, and Reliability Journal (ISI WoS), Wiley
  6. (2016) Reviewer for IEEE Transactions on Human-Machine Systems (ISI WoS), IEEE
  7. (2016) Reviewer for Journal of Network and Computer Applications (ISI WoS), Elsevier
  8. (2015) Research Collaboration - PRGS , Universiti Kebangsaan Malaysia, University
  9. (2015) Reviewer for Computer Applications in Engineering Education Journal (ISI WoS), Wiley Periodicals Inc
  10. (2013) PRPUM Research Project (CG0472013), Universiti Selangor, University
  11. (2013) Reviewer for Malaysian Journal of Computer Science (ISI WoS Tier 4), University of Malaya
Contribution to event
  1. (2022) Juri Kepada International Scratch Olympiad Malaysian Selection Stage 2022, National, (Panelist/Moderator)


Postgraduate Student
PhD/ Doctoral
  1. (2023) Node-to-Node Fault Tolerance Model in Hadoop MarpReduce Framework, MUNTADHER SAADOON WADI
  3. (2022) The Assessment of Parental Acceptance Towards the Use of a Digital Game as a Dengue Educational Tool for Malaysian Children, NORBAIZURA BINTI SAIDIN
  5. (2022) Trust Computing for Trust-Based Service Composition in Internet of Things, ABDELMUTTLIB IBRAHIM ABDALLA AHMED
  7. (2018) Link Prediction in Social Network Analysis, NUR NASUHA BINTI MOHD DAUD
  8. (2018) Fault Tolerance in Big Data, MUNTADHER SAADOON WADI
  9. (2016) Formal Model of Software Privacy in ioT, Abdelmutlib
  10. (2015) Mutation Testing, Wong Shi Wei
  11. (2015) Game for Dengue Prevention, Norbaizura Saidin
  12. (2015) Formal Verification on Big Data, Mohd Syafiq Bin Bachok
  13. (2014) GUI Mobile App Testing, Husam Yas
  14. (2013) Test Case Generation from State Machine with OCL Constraints using Search-based Techniques, Aneesa Ali Ali Saeed
  15. (2013) Mobile Cloud Computing with Formal Method, Raja Wasim Ahmad
  16. (2013) Distribution of Virtual Machines using static and dynamic load balancing in cloud computing, Misbah Liaqat
  17. (2012) Seamless Mobile Cloud Computing and Formal Method, Ejaz Ahmed
  1. (2023) Ambiguity Detection in Fault-Prone Software Requirements Specification, FATIN NUR JANNAH BINTI MUHAMAD
  2. (2022) Test Cases Prioritization Using Class-Versioning Metrics for Corrective Maintenance, AISHWARYA SUNDARAM
  3. (2022) Single Pointwise Ranking For Test Case Prioritization In Regression Testing, RAZAILIN BINTI ABDUL RASHID
  5. (2015) Context Awareness and Mobile Energy, Farid Iqbal b Ibrahim
  6. (2011) Automatic Test Scripts Generation for Agile Methodology, Wong Boon Ann
  7. (2010) A testing tool for applications on android mobile devices, Kam Kah Kiang
  8. (2009) Using Page Objects Pattern to Web Test Scripts Generation, Samuel Wong
  9. (2005) Web-Based Appointment Management System Using Webml And .Net Four-Tier Architecture, Ming Lu
  10. (2005) Using Distributed Database For Learning Objects System, Law Foong Li
  11. (2004) Applying Problem-Solving Agent In Human Resource Management System, Eric Wong Eu Wen
  12. (2003) Using Learning Objects Technology In Learning Styles Of Higher Education Students, Tan Hock Chuan
  13. (2003) Storyline-Based Game Technique In Learning Mathematics For Malaysian Secondary School, Norsuriana Azura Binti Hussin
  14. (2003) Multi-Threading Technique For Authorization Of Credit Card System Using .Net And Java, Wong Yew Ming
  15. (2003) Development Of A Text To Use Case Diagram Tool, Wan Hasnira Binti Wan Husin
  16. (2003) An Automated Approach In E-Learning For Mathematics, Yii Hee Ling
  17. (2002) Web Services For E-Procurement System In The Context Of Supply Chain Management, Yap Khay Seng


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