Personal Information

 Associate Professor

Department of Department of Computer Science

Faculty of Computing and Information Technology in Rabigh

Contact Information

Phone: 8001169528

Email: nyusof@kau.edu.sa

Norazah binti Yusof

 Associate Professor

Profile

Education

  • 1985

    Bachelor degree from Computer ScienceSchool of Art and Science, University of Miami, Florida, امــريــكـا

  • 1987

    Master degree from Computer Information systemsSchool of Business, University of Miami, Florida, امــريــكـا

  • 2005

    Doctorate degree from Department of Computer ScienceFaculty Computer Science and Information Technology, National University of Malaysia, Selangor, مـــالـيزيا

Employment

  • 1987-2005

    Senior Lecturer, University Teknologi Malaysia, Johor Bahru, مـــالـيزيا

  • 2006-2013

    Associate Professor, University Teknologi Malaysia, Johor Bahru, مـــالـيزيا

  • 2013-حاليا

    Associate Professor, King AbdulAziz University, Rabigh, المملكة العربية السعودية

Research Interests

Research interest : 

  • Softcomputing
  • Learning Analytics
  • Intelligent Systems
  • Software Engineering applications
Indexed Journal

1. Ahmad Hoirul Basori, Sharaf Jameel Malebary, Andi Besse Firdausiah Mansur, Andi Tenriawaru, Norazah Yusof, Arda Yunianta, Omar M. Barukab (2021) Intelligent Socio-Emotional Control of Pedestrian Crowd behaviour inside Smart City, Procedia Computer Science, Elsevier, Volum.82, Pages 80-88 SCOPUS and ISI Indexed

2. Norazah Yusof, Ramlah Hussein, Rathiah Hashim, Andi Besse Firdausiah Mansur, Saadia Malik, Nada Bajnaid, Shereena Mohd Arif (2021) Teamwork Effectiveness in Student’s Final Year Project, International journal of Emerging Technologies in Learning, Vol. 16, No.15, Scopus and ISI indexed.

3. Andi Besse Firdausiah Mansur, Norazah Yusof, and Ahmad Hoirul Basori. "Personalized Learning Model based on Deep Learning Algorithm for Student Behaviour Analytic." Procedia Computer Science 163 (2019): 125-133. Scopus indexed 

4. Nor Bahiah Ahmad, Umi Farhana Alias, Nadirah Mohamad, Norazah Yusof. "Principal Component Analysis and Self-Organizing Map Clustering for Student Browsing Behaviour Analysis" Procedia Computer Science 163 (2019): 550-559. Scopus indexed

5. Ahmad Hoirul Basori, Ahmad Luqman bin Abdul Hamid, Andi Besse Firdausiah Mansur, Norazah Yusof. "iMars: Intelligent Municipality Augmented Reality Service for Efficient Information Dissemination based on Deep Learning algorithm in Smart City of Jeddah" Procedia Computer Science 163 (2019): 93-108. Scopus indexed

6. Yunianta, A., Basori, A. H., Prabuwono, A. S., Bramantoro, A., Syamsuddin, I., Yusof, Norazah. (2019). OntoDI: The Methodology for Ontology Development on Data Integration. International Journal of Advanced Computer Science and Applications, 10(1), 160-168.

7. Arda Yunianta, Norazah Yusof, Arif Bramantoro, and Ahmad Hoirul Basori. (2018) "OntoDI: The Methodology For Ontology Development On Data Integration". International Journal of Advances in Soft Computing & Its Applications (IJASCA), Vol. 9 No. 12 December 2018

8. Andi Besse Firdausiah Mansur, Norazah Yusof and Nada Omar Bajnaid (2018). "Data Analytic for Student Behaviour Classification in Social Learning Network". IJCSNS International Journal of Computer Science and Network Security, VOL.18 No.10 Pp. 52 - 58, October 2018

9. Andi Besse Firdausiah Mansur, Norazah Yusof,” The latent of Student Learning Analytic with k-mean clustering for Student Behaviour Classification”, Journal of Information Systems Engineering and Business Intelligence, Vol. 4 No. 2 (2018) Proquest indexed.

10. Mansur, Andi Besse Firdausiah, Norazah Yusof, and Ahmad Hoirul Basori. "Comprehensive analysis of Student’s Academic Failure Classification through Role-Sphere Influence and Flow betwenness centrality." Procedia Computer Science 116 (2017): 509-515

11. Satish, Laika, and Norazah Yusof. "A Review: Big Data Analytics for enhanced Customer Experiences with Crowd Sourcing." Procedia Computer Science 116 (2017): 274-283. Scopus indexed

12. Mansur, Andi Besse Firdausiah, and Norazah Yusof. "Comparative classification of student’s academic failure through Social Network Mining and Hierarchical Clustering." Computer Engineering and Applications Journal 6, no. 2 (2017)

13. Andi Besse Firdausiah Mansur, Norazah Yusof, Ahmad Hoirul Basori, "The Analysis of Student Collaborative Work inside Social learning network analysis based on Degree and Eigenvector Centrality", International Journal of Electrical and Computer Engineering (IJECE) 6 (5) (2016)

14. Arda Yunianta , Norazah Yusof, Arif Bramantoro, Haviluddin Haviluddin, Mohd Shahizan Othman, Nataniel Dengen, “Data mapping process to handle semantic data problem on student grading system”, International Journal of Advances in Intelligent Informatics (IJAIN). Vol 2 (3) p. 157 – 166. (2016). ISSN 2442-6571

15. Norazah Yusof, Nor bahiah Ahmad, Asmara Alias."Collaborative Learning with Jigsaw Technique in Online Environment". Journal Aust. J. Basic & Appl. Sci. 10(3). pp. 10-18 (2016)

16. Arda Yunianta, Mohd Shahizan Othman, Norazah Yusof, Lizawati Mi Yusuf, Juwairiah, Nurul Syazana Selamat. “Solving the Complexity of Heterogeneity Data on Learning Environment Using Ontology”, TELKOMNIKA (Telecommunication Computing Electronics and Control), Vol 13 (1) (2015) Pages 341 – 348.  Indexed by Scopus

17. Dewi Octaviani, Mohd Shahizan Othman, Norazah Yusof, Andri Pranolo, “Applied Clustering Analysis For Grouping Behaviour Of e-Learning Usage Based on Meaningful Learning Characteristics” Jurnal Teknologi 76 (1) (2015) Scopus Indexed

18. Arda Yunianta, Norazah Yusof, Herlina Jayadianti, Mohd Shahizan Othman, Shaffika Suhaimi. "Ontology Development to Handle Semantic Relationship between Moodle E-learning and Question Bank System". Recent Advances on Soft Computing and Data Mining. Book Chapter (2014) Pages 691-701.  Springer International Publishing

19. Arda Yunianta, Norazah Yusof, Mohd Shahizan Othman, Abdul Aziz, Nataniel Dengen, Muhammad Ugiarto, Haeruddin Haeruddin, Joan Angelina.“Semantic Data Mapping on E-Learning Usage Index Tool to Handle Heterogeneity of Data Representation”. Jurnal Teknologi  Vol. 69 (5)  (2014). Scopus Indexed

20. Shaffika bte Mohd Suhaimi, Norazah Yusof, Mohd Shahizan bin Othman, Dewi Octaviani, Arda Yunianta, Nadirah binti Mohamad. "Knowledge construction for wiki education applied in Moodle 2.3". Jurnal Teknologi Vol. 70 (5) (2014) Scopus Indexed

21. Nuzulla Mamat and Norazah Yusof . “Learning Style in a Personalized Collaborative Learning Framework”. Procedia-Social and Behavioral Sciences, Vol (103) Pages 586-594. 2013

22. Andi Besse Firdausiah Mansur and Norazah Yusof, "Social learning network analysis model to identify learning patterns using ontology clustering techniques and meaningful learning", Computers & Education, Vol. 63 (2013) Pages 73-86 IF:2.621

23. Andi Besse Firdausiah Mansur and Norazah Yusof, "Classifying behaviour of Student in Social Learning Network of Moodle E-Learning using Clustering Techniques", Archive Des Science Journal, Vol.65.No.10,October 2012. ISI, IF: 0.295.

24. Norazah Yusof, Nur Ariffin Mohd Zin, Noor Shyahira Adnan . "Java Programming Assessment Tool for Assignment Module in Moodle E-learning System". Procedia - Social and Behavioral Sciences, Volume 56, 8 October 2012, Pages 767-773 Scopus Indexed

25. Norazah Yusof, Muhalim Mohd. Amin, Marina Arshad, Halina Mohamed Dahlan, Noorfa Mustafa. "Authentic Assessment of Industrial Training Program: Experience of Universiti Teknologi Malaysia". Procedia - Social and Behavioral Sciences, Volume 56, 8 October 2012, Pages 724-729 Scopus Indexed

26. Mohd Shahizan Othman, Shaffika Mohd Suhaimi, Lizawati Mi Yusuf, Norazah Yusof, Nadirah Mohamad. "An Analysis of Social Network Categories: Social Learning and Social Friendship",  Procedia - Social and Behavioral Sciences, Volume 56, 8 October 2012, Pages 441-447 Scopus Indexed

27. Mohd Shahizan Othman, Nadirah Mohamad, Lizawati Mi Yusuf, Norazah Yusof, Shaffika Mohd Suhaimi, "An Analysis of e-Learning System Features in Supporting the True e-Learning 2.0 ", Procedia - Social and Behavioral Sciences, Volume 56, 8 October 2012, Pages 454-460 Scopus Indexed 

28. Andi Besse Firdausiah Mansur and Norazah Yusof.  2012. “Analysis of Social Learning Network for Wiki in Moodle E-Learning”. International Journal on Advances in Information Sciences and Service Sciences, Korea. ISSN: 1976-3700 Scopus Indexed

29. Norazah Yusof and Abdul Razak Hamdan. 2010. “Determining fuzzy rules for student’s performance and learning efficiency by using a hybrid approach”. International Journal of Reasoning-based Intelligent Systems.  Inderscience Publisher 2010. Vol. 2, No.2  pp. 142 - 157

30. Norsham Idris, Norazah Yusof, and Puteh Saad. 2009.  “Adaptive Course Sequencing for Personalization of Learning Path Using Neural Network”, International Journal of Advanced Soft Computing Application, ICSRS Publication 2009, Vol. 1, No. 1, July 2009.

31. Erlin, Norazah Yusof, and Azizah Abdul Rahman. 2008. “Overview on Agent Application To Support Collaborative Learning Interaction”, Journal of US-China Education Review, ISSN1548-6613, USA
 

Scientific interests

  • Computer Programming
  • Artificial Intelligence
  • Software Engineering

Courses

Programming Techniques II 203 COCS
Computer Organization 312 COCS
Senior Project 1 498 COCS
Mobile Programming and Software Technique 409 COIT
Artificial Intelligence 431 COCS
Cloud Computing 465 COIT
Rendering Techniques 484 COCS
Software Project Management 452 COCS
Senior Project 2 499 COCS
Formal Method 453 COCS
Computer Graphics 481 COCS
Software Risk Assessment 454 COCS
Software reliability, security, and robustness 455 COCS
Software Quality and Testing 456 COCS
Computer Architecture 311 COCS
Special Topics in Web Technologies 493 COIT
System Analysis and Design 451 COIS
Programming III Lab 308 COCS

Areas of expertise

Soft computing
Softcomputing
Soft computing