Curriculum Vitae

DR. NUR NASUHA BINTI MOHD DAUD

Senior Lecturer
  • Department of Software Engineering
    Faculty of Computer Science and Information Technology
  • nasuha
  • 03-76972503

BIOGRAPHY

Dr. Nur Nasuha Binti Mohd Daud is a Senior Lecturer in Software Engineering at the Faculty of Computer Science and Information Technology, Universiti Malaya.

Her research centres on link prediction in complex data structures and its application through knowledge graph modelling and knowledge representation. Her work is supported by large-scale data processing and practical system development using distributed frameworks, cloud deployment, and containerised environments. She applies these approaches in socio-technical domains such as social networks, well-being analytics, and collaborative information platforms.

She is actively involved in teaching, supervision, and research collaboration, aiming to translate research ideas into usable systems and meaningful real-world impact.

AREAS OF EXPERTISE

  • SOFTWARE CONSTRUCTION AND EVOLUTION
    Applied Science And Technology, Information And Communication Technology (ict), Software Development And Engineering
  • BIG DATA ARCHITECTURE, TECHNOLOGY AND ANALYTICS
    Applied Science And Technology, Information And Communication Technology (ict), Data And Information Management And Analytics

ACADEMIC QUALIFICATION

  • PhD
    Universiti Malaya
  • BACHELOR OF COMPUTER SCIENCE (SOFTWARE ENGINEERING), PASS WITH HONOURS (WITH DISTINCTION), (Kejuruteraan Perisian)
    Universiti Malaya (UM)

ADMINISTRATIVE DUTIES

  • Coordinator
    28 Aug 2024 - 31 Dec 2026 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Committee Members
    01 Feb 2023 - 31 Dec 2025 (Faculty)
  • Task Force Member
    03 Mar 2023 - 04 Mar 2025 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Supervisor
    08 Oct 2024 - 01 Jan 2025 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Programme Coordinator
    30 Sep 2024 - 31 Dec 2024 (Department)
  • Committee Members
    01 Jun 2024 - 31 Dec 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Coordinator
    31 Jan 2023 - 01 Oct 2024 (University Malaya)
  • Coordinator
    01 Jan 2024 - 01 Sep 2024 (University Malaya)
  • Committee Members
    22 Aug 2024 - 24 Aug 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Committee Members
    06 May 2024 - 23 Jul 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Committee Members
    16 Feb 2024 - 31 Mar 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)

MEMBERSHIPS

  • ACM PROFESSIONAL MEMBERSHIPS, MEMBER
    2023 to 2025 (International)
  • ACM PROFESSIONAL MEMBERSHIPS, MEMBER
    2023 to 2024 (International)

AWARD AND STEWARDSHIP

  • Certificate of Excellent Service
    2025, Universiti Malaya

PUBLICATIONS

Article in Journal
WoS
  1. Ismail, Ahmad Muhaimin; AB Hamid, Siti Hafizah; Sani, Asmiza Abdul; Daud, Nur Nasuha Mohd (2024). Toward Reduction in False Positives Just-In-Time Software Defect Prediction Using Deep Reinforcement Learning, IEEE ACCESS. 12, 47568-47580. doi:10.1109/ACCESS.2024.3382991
  2. Ismail, Ahmad Muhaimin; Ab Hamid, Siti Hafizah; Sani, Asmiza Abdul; Daud, Nur Nasuha Mohd (2024). KCO: Balancing class distribution in just-in-time software defect prediction using kernel crossover oversampling, PLOS ONE. 19(4). doi:10.1371/journal.pone.0299585
  3. 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
  4. 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
  5. 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
  6. Daud, N. N., Hamid, S. H. A., Saadoon, M., Sahran, F., & Anuar, N. B. (2020). Applications of link prediction in social networks: A review. Journal of Network and Computer Applications, 166, 18. doi: 10.1016/j.jnca.2020.102716

RESEARCH PROJECT

National
  1. 2023 - 2026, Bantuan Khas Penyelidikan (BKP Special)
    Linkminds: Predicting Links Between Crises And Mental Well-being ( Principal Investigator(PI))
  2. 2025 - 2026, UM Living Labs @ UMSDC
    ADVANCING PREDICTIVE MODELING AND EARLY WARNING SYSTEM FOR MICROCLIMATE AND AIR QUALITY USING AN INTELLIGENT FRAMEWORK IN UNIVERSITI MALAYA ( Principal Investigator(PI))
  3. 2024 - 2025, UM Living Labs @ UMSDC
    UM Atmosphera: Architectural Design and Development of a Low-Cost Sensor-Based IoT System for Microclimate and Air Quality Monitoring at Universiti Malaya ( Co-Researcher)
Private
  1. 2024 - 2025, Private Funding
    Reliable Affective Software: Overcoming Panic And Worry In English Learning Environments ( Co-Researcher)
  2. 2024 - 2025, Private Funding
    Website Development For Vision One Sdn. Bhd. ( Co-Researcher)
University
  1. 2025 - 2027, Universiti Malaya Translational Research Grant (UM TRG)
    Blockchain And Gis-enabled Agricultural Supply Chain System For Transparent Trade And Sustainability Verification ( Principal Investigator(PI))
  2. 2023 - 2026, University Grant - Managed by SWRC
    Malaysia Ageing And Retirement Survey (mars) Survey System Development ( Co-Researcher)

PAPER PRESENTED

INVITED SPEAKER
  1. Scalable link prediction in Twitter using self-configured framework, 8th International Conference on Advances in Computer Science and Information Technology, ACSTY 2022 (International) (22 Jan 2022 - 23 Jan 2022)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2023) Peer Reviewing An Article, International, (Reviewer)
  2. (2023) Peer Reviewing a Journal, International, (Reviewer)

SUPERVISION

Postgraduate Student
  1. (2025) ENHANCING SOFTWARE TESTING EFFICIENCY AND EFFECTIVENESS THROUGH QUANTUM COMPUTING, NASIB ULLAH
  2. (2025) LOCALIZING SOFTWARE ENGINEERING APPROACHES TO ENABLE DIGITAL TRANSFORMATION WITHIN THE IRAQI GOVERNMENT SECTOR, RUAA RIYADH HUSSEIN ABDULRAHMAN
  3. (2025) STUDY OF CURRICULUM DEVELOPMENT AND VALIDATION FOR EASURING COMPETENCE AMONG CHINESE POLYTECHNIC TEACHERS, SONG JIAYING
  4. (2025) THE IMPACT OF TECHNOLOGY-ENHANCED SPORT EDUCATION ON ACADEMIC MOTIVATION IN PHYSICAL EDUCATION, ZHOU TONG
  5. (2025) A Machine Learning Predictive Model for Oral Squamous Cell Carcinoma (OSCC) Relapse, NAVENITHAMARIA A/P EIRUTHARAJAN
  6. (2025) SELF TAGGING MODEL OF METADATA ABSTRACTION FOR MUSIC REPOSITORY, RAZAILIN BINTI ABDUL RASHID
  7. (2024) ENHANCING REAL-TIME DATA PROCESSING AND SCALABILITY IN LARGE-SCALE DISTRIBUTED SYSTEMS USING DEEP LEARNING AND REINFORCEMENT LEARNING, MA LI
  8. (2024) Relationships Between Teacher Self-Efficacy, Student Motivation, and Academic Achievement in Undergraduate Music Education in Heilongjiang, China, WEI YANTONG
  9. (2024) Memory-Efficient Decentralized Failure Recovery in Software Defined Data Center Networks, SUHEIB ABDEL KARIM M. AL HIYARI
  10. (2025) AI-Assisted Performance Monitoring Evaluation in Apache Spark, YUHAO SHEN
  11. (2025) LLM-based Chatbots for Mental Health Support Especially in Major Depression Order, YUWEI GUO
  12. (2025) LINKMINDS: A KNOWLEDGE GRAPH FRAMEWORK FOR MODELING AND ANALYZING KEY FACTORS LINKING CRISES AND WELL-BEING, RIDWAN MONJUR
  13. (2025) FastDGNN-YOLO: A Lightweight and Logic-Reasoning Detection Framework for Roadside Perception via Structural Reparameterization and Graph Reasoning, WU YILIN
  14. (2025) LINKMINDS: PREDICTING LINKS BETWEEN CRISES AND MENTAL WELL-BEING, MOHAMED ABDELNASSER MOHAMED ELSAYED HASSAN
  15. (2025) From Text to Context: The Revolutionary Leap of Mobile AR-LLM Tutors in Language Dialogue, LIFENYONG
  16. (2025) Sentiment-Driven Video Recommendation Framework for Bilibili Based on User Interactions, QIN YULONG
  17. (2025) Knowledge Graph-Driven Bug and Issue Resolution for Efficient Software Maintenance, SU WEIJIA
  18. (2025) A Comparative Study of Data Synchronization Frameworks for a Survey System, LI YUNSHU
  19. (2025) Scalable Analytic Dashboard for Link Prediction in Social Network, LI FANG NING
  20. (2025) Dependency Management in Large-scale Software Systems, HANAN ABUD
  21. (2025) EMOTION-AWARE KNOWLEDGE GRAPH FOR PREVENTIVE AND PERSONALIZED MENTAL HEALTHCARE, ZHANG XIANG
  22. (2025) QURANIC AI DATA HUB : STUDY AND REFINEMENT OF CLOUD PLATFORM ARCHITECTURES FOR ML/DL PROCESSES, ZULFATHI IMRAN BIN HANAFI
  23. (2024) Scalable Knowledge Graphs Framework for Large-Scale Medical Data Management, MA LI
  24. (2024) DEMAND FORECASTING TECHNIQUES USING FIVE SELECTED AI ALGORITHMS AND GRAPH DATABASE UNDER SCOR MODE, LIM, TEIK HAN
  25. (2024) Graph-Based Energy Data Model for Energy Monitoring Systems in Residential Buildings, EZLAN ZULFIQREE BIN HASHIM

TEACHING

Full-Time Equivalent (FTE)
  1. (2025) WIA2005 - Algorithm Design and Analysis
  2. (2026) WIA2007 - Mobile Application Development
  3. (2026) WIF3005 - Software Maintenance and Evolution
  4. (2025) WOC7014 - Framework-based Software Design and Development

PATENT/ IPR

  • Malaysian Ageing and Retirement Survey Systems
    COPYRIGHT
  • iRIMAU (Industrial Revolutionary Intelligent Manufacturing Agility and Unification)
    TRADE SECRET

SOCIAL RESPONSIBILITY ACTIVITIES

  • Supervised and Consulted On The Seaade 2024 Website Development and 1-year Maintenance. Seaade is a Southeast Asia-wide Conference That Connects Dental Education Professionals Across Multiple Countries. My Role Included Guiding The Website’s Functionality and Usability to Facilitate International Collaboration., (05 Jul 2024 - 27 Nov 2025) (International)
  • Act as Advisor for Greencity Ar Ipad Challenge With Uda Holdings Berhad, (01 Jan 2024 - 20 Jan 2024) (National)
  • Member of Technical Comittee, (26 Dec 2023 - 21 Apr 2024) (International)