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.

Completed

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	Flagship proposal on Sustainable Social Bank (SSB)
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
2021 - Present	THE ADOPTION OF SOCIAL SUSTAINABLE BANK FRAMEWORK IN THE STATE OF PERLIS
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)

23 Sep, 2019

Bronze Medal - Ministry of Education

National

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

2023	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,