Staff Directory


Normi Sham Bt. Awang Abu Bakar

Academic Qualification

  • Ph.D Software Engineering - Doctor of Philosophy, Australian National University, Canberra
  • Master of Science in Real-time Software Engineering - Masters Degree, Universiti Teknologi Malaysia (UTM)
  • Bachelor ofInformation Technology (IT) - Bachelor Degree, Universiti Utara Malaysia (UUM)

Normi Sham Bt. Awang Abu Bakar (Assoc. Prof. Ts. Dr.)

Associate Professor
IIUM Gombak Campus

KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY


nsham@iium.edu.my
5633


Expert Profile


Normi Sham Awang Abu Bakar obtained her Bachelor of Information Technology from University Utara Malaysia and her Master's in Real-time Software Engineering from University Technology Malaysia. Her Ph.D is from the Australian National University.
Her main research interest is Software Quality Assurance and Metrics. Recently, she ventured into Software Testing and Data Mining. She has served as a paper reviewer in many conferences, including ICOS, MySec, ICCET and ICKSE.
Presently, Dr Normi is an Assistant Professor at the Department of Computer Science and Head, Department of Computer Science, Kulliyyah of ICT.


Teaching Responsibilities


DATA QUALITY 2022/2023 2021/2022 2020/2021 2019/2020
DATATHON AND BOOTCAMP 2022/2023 2021/2022 2020/2021
ELEMENTS OF PROGRAMMING 2009/2010
FINAL YEAR PROJECT 2017/2018 2016/2017 2014/2015 2013/2014 2012/2013 2011/2012 2010/2011
FINAL YEAR PROJECT I 2021/2022 2020/2021 2019/2020 2017/2018 2003/2004
FINAL YEAR PROJECT II 2021/2022 2020/2021 2019/2020 2003/2004
ICT RESEARCH METHODS 2022/2023 2021/2022 2020/2021
INDUSTRIAL ATTACHMENT 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 2011/2012 2010/2011 2009/2010
INFORMATION TECHNOLOGY 2004/2005 2002/2003 2001/2002
INTRODUCTION TO COMPUTER ORGANISATION 2004/2005
INTRODUCTION TO COMPUTER PROGRAMMING 2004/2005
INTRODUCTION TO SOFTWARE ENGINEERING 2018/2019 2017/2018
JAVA PROGRAMMING 2003/2004 2002/2003
OPERATING SYSTEM 2003/2004 2002/2003
REQUIREMENTS ENGINEERING 2010/2011
RESEARCH METHODOLOGY 2022/2023 2021/2022
SOFTWARE ENGINEERING 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 2011/2012 2010/2011 2009/2010
SOFTWARE QUALITY ASSURANCE 2018/2019 2017/2018 2015/2016 2014/2015 2013/2014 2012/2013 2011/2012 2010/2011
SOFTWARE TESTING 2022/2023 2021/2022 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 2011/2012


Supervision


Emotion Recognition Model Based On Indonesian Sentiment Text Using Machine Learning And Neuro-Physiological Approach.
Ph.D Completed 2022 Main Supervisor
Maintenance Of Software Product Line Using Software Testing Optimization Techniques.
Ph.D Completed 2020 Main Supervisor
The Investigation Of The Test First Model Implementation On The Internal Quality Of Software Project.
Ph.D Completed 2018 Main Supervisor
Test Automation Of Lifecycle Conformance For Mobile Applications.
Ph.D Completed 2017 Co-supervisor
A Software Testing Framework For Assessing The Quality Of Blockchain Systems.
Ph.D In Progress Main Supervisor
Emotional Model For The Malay Online Virtual Integrated Corpus (Movic).
Ph.D In Progress Co-supervisor
-.
Master Completed 2022 Main Supervisor
-.
Master Completed 2022 Main Supervisor
The Relationship Between Security Culture And Security Practices In Protecting Critical National Infrastructure.
Master Completed 2021 Main Supervisor
The Relationship Between Security Culture And Security Practices In Protecting Critical National Infrastructure.
Master Completed 2021 Main Supervisor
Effectiveness Of National Covid-19 Immunisation Program With Total Number Of Cases In Malaysia.
Master Completed 2021 Main Supervisor
A Deep Learning Framework For The Detection Of Source Code Plagiarism Using Siamese Network And Embedding Models .
Master Completed 2021 Co-supervisor
Faults Prediction Using Object-Oriented Software Metric.
Master Completed 2016 Main Supervisor


Research Projects


Completed
2021 - 2024 Flagship proposal on Sustainable Social Bank (SSB)
2021 - 2024 THE ADOPTION OF SOCIAL SUSTAINABLE BANK FRAMEWORK IN THE STATE OF PERLIS
2021 - 2023 Development of Shariah Compliance Monitoring System for Implementation in Shariah Compliant Hospital Framework
2017 - 2020 Development of Malay Online Virtual Integrated Corpus (MOVIC) for Sentiment Analysis using Web-scraping
2016 - 2021 A Risk Analysis Framework of Security, Privacy and Trust for Big Data in Cloud Computing
2014 - 2017 Test Automation Model for Conformance of Mobile Applications Life Cycle
2013 - 2016 Index of the Arabic Scholarly Periodicals in the Malaysian Academic Libraries(1950-2010)
2013 - 2015 Harvesting Interoperable Digital Repositories using OAI-PMH Metadata Protocol
2012 - 2015 Towards finding the factors that determine the quality of open source systems
2012 - 2012 Building Web-Based Library Catalog Using Open Source Library System
2011 - 2012 The effects of object-oriented coupling and cohesion measures on the quality of open source systems.
2011 - 2013 RU 2011: Data Mining Tool to Automatically Extract Systems from large Software Repositories
2009 - 2011 The Effects of software Design Complexity on Defect: A study in Free/Open Source system
2004 - 2004 Technique to Improve Software Development Towards Producing Quality Software (Phase 2)
On-Going
2021 - Present A Framework for Personalized Mental Fatigue Intervention through Brain Computer Interface (BCI)
2021 - Present The Study on the Implementation of Biometric-Computer-on-Card
2021 - Present A Software Testing Framework for Assessing the Quality of Blockchain Systems
2020 - Present The establishment of a Robust Framework for the Issuance of Central Bank Digital Currency (CBDC) in Malaysia
2019 - Present Secure Hybrid Agile Software Development Lifecycle Framework for Software Engineering Process
2008 - Present IT for Development and e-Government (ITDEG)


Award & Recognition


28 Oct, 2022 Gold Medal - Others National
28 Oct, 2022 Outstanding Innovation Award - Others National
23 Sep, 2019 Bronze Medal - Ministry of Education National


Publications


Article

2023 Revolutionizing digit image recognition: pushing the limits with simple CNN and challenging image augmentation techniques on MNIST. Journal of Applied Data Sciences, 4 (3) pp. 119-129
2023 Software testing optimization for large systems using agent-based and NSGA-II algorithms. International Journal of Computer Science and Information Technology (IJCSIT), 13 (12) pp. 47-52
2022 Maintain optimal configurations for large configurable systems using multi-objective optimization. Computers,Materials & Continua, 73 (2) pp. 4407-4421
2022 Sustainable social bank development using blockchain. International Journal on Perceptive and Cognitive Computing (IJPCC), 8 (1) pp. 53-58
2021 A systematic literature review on emotional text for Malay corpus. International Journal on Perceptive and Cognitive Computing, 7 (1) pp. 132-136
2021 Analysis of emotion recognition model using electroencephalogram (EEG) signals based on stimuli text. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12 (3) pp. 1384-1393
2021 The study of the applications of biometrics systems: a literature review. Journal of Engineering Science and Technology, (Special Issue on ACSAT) pp. 111-119
2020 Source code plagiarism detection approaches: a systematic literature review. Journal of Advanced Research in Dynamical and Control Systems, 12 (04 (Special Issue)) pp. 1575-1587
2020 Source code plagiarism detection approaches: a systematic literature review. Journal of Advanced Research in Dynamical and Control Systems, 12 (4 (Special Issue)) pp. 1575-1587
2019 Polarity Classification Tool for Sentiment Analysis in Malay Language. IAES International Journal of Artificial Intelligence (IJ-AI), 8 (3) pp. 258-263
2018 McCabe’s complexity and CK Metrics on the internal quality of test first implementation in Malaysian education settings. Advanced Science Letters, 24 (2) pp. 1201-1205
2018 Test first model for application in the academic setting. Bulletin of Electrical Engineering and Informatics, 7 (1) pp. 80-89
2016 Users comprehension and behaviour study on android permissions. International Journal on Perceptive and Cognitive Computing, 2 (2) pp. 5-11
2014 The analysis of object-oriented metrics in C++ programs. Lecture Notes on Software Engineering, 4 (1) pp. 48-52
2013 Does software design complexity have effects on defects. Australian Journal of Basic and Applied Sciences, 7 (8) pp. 100-109
2013 OSSGrab: software repositories and app store mining tool. Lecture Notes on Software Engineering, 1 (3) pp. 219-223
2011 Using language-based search in mining large software repositories. Procedia - Social and Behavioral Sciences, 27 () pp. 160-168
Conference or Workshop Item

2022 Development of a chatbot for the online application telegram chat with an approach to the emotion classification text using the IndoBERT-lite method. In: 4th International Conference on Cybernetics and Intelligent System (ICORIS),
2022 Testing in blockchain-based systems: a systematic review. In: 10th International Conference on Cyber and IT Service Management (CITSM 2022),
2022 The central bank digital currency in Malaysia a literature review. In: International Conference on Business and Technology, ICBT 2021,
2022 Trust reputation in blockchain environment a review. In: The International Conference on Business and Technology (ICBT 2021),
2021 The Central Bank Digital Currency in Malaysia: a literature review. In: The International Conference on Business and Technology (ICBT 2021),
2020 A benchmark of modeling for sentiment analysis of the Indonesian Presidential Election in 2019. In: 7th International Conference on Cyber and IT Service Management, CITSM 2019,
2020 Multiobjective evolutionary algorithms NSGA-II and NSGA-III for software product lines testing optimization. In: 2019 IEEE 6th International Conference on Engineering Technologies and Applied Sciences (ICETAS),
2020 The development of an integrated corpus for Malay language. In: Sixth International Conference on Computational Science and Technology 2019 (ICCST2019),
2020 The development of an integrated corpus for Malay language. In: Sixth International Conference on Computational Science and Technology 2019 (ICCST2019),
2019 Indonesian affective word resources construction in valence and arousal dimension for sentiment analysis. In: The 6th International Conference on Cyber and IT Service Management (CITSM 2018),
2019 Towards Software Product Lines Optimization Using Evolutionary Algorithms. In: 16th International Learning & Technology Conference 2019,
2018 A systematic literature mapping of risk analysis of big data in cloud computing environment. In: 1st International Conference on Big Data and Cloud Computing (ICoBiC) 2017,
2018 Emotion recognition and brain mapping for sentiment analysis: a review. In: 2nd International Conference on Informatics and Computing, ICIC 2017,
2018 Malay Online Virtual Integrated Corpus (MOVIC): a systematic review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M),
2018 Malay online virtual integrated corpus (MOVIC): A systematic review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M),
2018 Sentiment analysis for Malay language: systematic literature review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M),
2016 Software testing techniques: a literature review. In: 6th International Conference on Information and Communication Technology for the Muslim World (ICT4M 2016),
2016 The analysis of design metrics on open source systems. In: 2015 4th International Conference on Advanced Computer Science Applications and Technologies (ACSAT 2015),
2015 The analysis of programming competency in test driven development. In: Malaysian Software Engineering Conference (MySEC 2015),
2014 Automated testing tools for mobile applications. In: 5th International Conference on Information and Communication Technology for The Muslim World CT4M), 2014 ,
2014 Building a virtual union catalogue for Arabic journal articles in Malaysian libraries using open source solutions. In: 2nd International Conference on Islamic Applications on Computer Science and Technology (IMAN 2014),
2014 Investigating the factors that influence the quality of open source systems. In: 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2014),
2014 Open source software in small libraries: Myths and realities. In: Information and Communication Technology for The Muslim World (ICT4M), 2014 The 5th International Conference on,
2014 Test driven development contribution in universities in producing quality software: a systematic review. In: 2014 The 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M),,
2014 Using regular expressions for mining data in large software repositories. In: 2014 The 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M),
2013 Empirical analysis of android apps permissions. In: 2013 International Conference on Advanced Computer Science Applications and Technologies (ACSAT),
2012 Collaborative open bibliographic network for Malaysian school libraries. In: International Conference on Libraries,
2012 Validation of measurement tools to extract metrics from open source projects. In: 2012 IEEE Conference on Open Systems (ICOS),
2011 Defect handling mechanisms in various open source projects. In: Malaysian Open Source Conference (MOSC 2011),
2011 Empirical analysis of object- oriented coupling and cohesion measures in determining the quality of open source systems. In: Software Engineering and Applications (SEA),
2011 Empirical analysis of object-oriented coupling and cohesion measures in determining the quality of open source systems. In: The 15th IASTED International Conference on Software Engineering and Applications (SEA 2011),
2011 Using language-based search in mining large software repositories. In: Pacific Association for Computational Linguistics (PACLING 2011),
2011 Using the new media to enhance the learning process for adult learners. In: National Seminar on New Media and Islamic Issues : Challenges and Opportunities,
Book Section

2022 Source code plagiarism detection using siamese BLSTM network and embedding models. In: Springer Singapore, ISBN: 978-981-16-8514-9, pp. 397-409
Monograph

2012 Building web-based library catalog using open source library system. In: s.n,
2012 The effects of object-oriented coupling and cohesion measures on the quality of open source systems. In: s.n,