PERSONAL DETAIL


DR. NOR LIYANA BT MOHD SHUIB

Pensyarah Kanan
Jabatan Sistem Maklumat
Fakulti Sains Komputer & Teknologi Maklumat
 
  +60379676415
  liyanashuib@um.edu.my
 Jabatan Sistem Maklumat, Fakulti Sains Komputer & Teknologi Maklumat, University of Malaya, 50603 Kuala Lumpur, W.Persekutuan Kuala Lumpur, Malaysia
 
Homepage
  https://www.liyanashuib.com/
Publons Link
  https://publons.com/researcher/1663575/nor-liyana-mohd-shuib/
Scopus ID Link
  http://www.scopus.com/authid/detail.url?authorId=35230654200

ACADEMIC QUALIFICATION
(Qualification), (Institution).



PROFESSIONAL
(Organisation), (Role), (Year), (Level).


  • International Association Of Computer Science And Information Technology, Member, 2009, (International)
  • Malaysian National Computer Confederation, Member, 2013 to 2015, (University)
  • Global Research & Development Service , Committee Member, 2014, (International)
  • International Postgraduate Network (IPN Network), Senior Fellow, 2014, (International)
  • Institute of Research Engineers and Doctors , Member, 2015 to 2018, (International)
  • IEEE, Member, 2016 to 2020, (International)
  • Information Retrieval and Knowledge Management Society (PECAMP), Life Member, 2018, (National)
  • IEEE , Senior Member, 2020 to 2021, (International)

ADMINISTRATIVE DUTIES
(Role), (Level), (Start date),(End Date).


  • [2020] Ahli Jawatankuasa UM Meal Scholarship, Faculty, 06/03/2020 to 31/01/2021
  • [2019] AJK, Hari Keluarga FSKTM 2019, Faculty, 13/12/2019 to 15/12/2019
  • [2019] Sekretariat, Persidangan Kebangsaan Jenayah Komersil 2019: Ancaman dan Pendekatan Teknologi Siber, National, 07/11/2019 to 07/11/2019
  • Programme Coordinator, Faculty, 01/10/2019 to 06/10/2021
  • [2019-2020] Academic Advisor for Bachelor of Computer Science (Data Science), Faculty, 01/09/2019 to 28/06/2020
  • [2019-2021] Wakil Jabatan Sistem Maklumat Untuk Jawatankuasa Ijazah Dasar, Faculty, 29/08/2019 to 28/08/2021
  • [2019] Committee, Academic Collaboration Programme, International, 19/08/2019 to 21/08/2019
  • [2019-2021] Head of FSCIT Competition and Showcases Committee, Faculty, 01/08/2019 to 31/07/2021
  • Coordinator, Data Visualization For Business Intelligence Workshop, Faculty, 09/07/2019 to 09/07/2019
  • [2019-2022] Ahli Jawatankuasa Kurikulum Program Sarjana Muda Sains Komputer (Sains Data), Faculty, 01/01/2019 to 03/12/2022
  • [2018-2020] Committee Member, Jawatankuasa Keselamatan dan Kesihatan Pekerjaan FSKTM, Faculty, 24/10/2018 to 23/10/2020
  • [2018] Committee, Deans Cup, Faculty, 01/05/2018 to 31/05/2018
  • [2018] Committee, Workshop on Applied Analytics Using SAS Enterprise Miner, ASEAN Data Science Explorers Enablement Sessions, Faculty, 09/04/2018 to 09/04/2018
  • [2018] Secretary and Treasurer, Applied Analytics Using SAS Enterprise Miner Workshop, Faculty, 23/01/2018 to 25/01/2018
  • [2018] Ahli Jawatankuasa Kurikulum Sarjana Muda Sains Komputer (Sains Data), Faculty, 05/01/2018 to 31/12/2018
  • [2018] Secretary, Research Grant Writing Workshop 2018, Faculty, 01/01/2018 to 22/02/2018
  • [2017] Secretary, iDay 2017, Faculty, 17/11/2017 to 17/11/2017
  • [2017] Examiner Committee for Postgraduate Programme , Faculty, 06/11/2017 to 04/02/2018
  • [2017-2018] Ahli Jawatankuasa Keselamatan dan Kesihatan Pekerjaan (JKK) Universiti Malaya, Fakulti Sains Komputer dan Teknologi Maklumat., Faculty, 24/10/2017 to 23/10/2018
  • Programme Coordinator, Faculty, 01/09/2017 to 31/07/2019 (Penyelaras Program Sarjana Muda Sains Komputer (Sains Data))
  • [2017 - 2019] Head, Task Force Competition and Showcases, Faculty, 01/08/2017 to 31/07/2019
  • [2017] Secretary, The International Workshop On Data Analytics 2017, Faculty, 17/07/2017 to 18/07/2017
  • [2017] Advisor, Majlis Anugerah Pelajar, Faculty, 05/05/2017 to 05/05/2017
  • [2017] Advisor, Dean's Cup 2017, Faculty, 14/04/2017 to 16/04/2017
  • [2016-2017] Committee Member, Task Force Community Service, Faculty, 19/12/2016 to 29/07/2017
  • [2016] Committee, IS Department Staff Development Workshop, Faculty, 15/11/2016 to 07/12/2016 (Committee of IS Department Staff Development Workshop)
  • [2016-2017] Committee Member, Task Force Competition, Faculty, 01/08/2016 to 31/07/2017
  • [2016] Head of Committee, iDay 2016, Faculty, 01/08/2016 to 30/11/2016 (Department's Event)
  • [2016] Head of Committee of Celik IT Programme, Faculty, 01/07/2016 to 31/12/2016 (Head of Committee of Orang Asli Project)
  • [2016] Organizing Committee (Treasurer), The International Workshop on Set Theories in Information Systems (STIS 2016), Faculty, 01/01/2016 to 31/05/2016 (Organizing Comittee)
  • [2015] Committee Member, iDay 2015, Faculty, 23/10/2015 to 23/10/2015
  • [2015] Organizing Committee, Workshop of Web Development, Faculty, 12/09/2015 to 13/09/2015
  • [2015] Organizing Committee (Treasurer and Registration), Research Seminar 2015 on Big Data, Faculty, 01/05/2015 to 31/08/2015
  • [2015] Organizing Committee, Android Application Development Training, Faculty, 02/02/2015 to 10/03/2015
  • [2015] Head of Registration and Hospitality, Postgraduate Research Excellence Symposium 2015 , Faculty, 27/01/2015 to 09/06/2015
  • [2015-2017] Committee Member, Master of Information Technology Programme, Faculty, 22/01/2015 to 21/01/2017
  • [2014-2015] Committee of MobileAppsTEC Competition, Faculty, 28/11/2014 to 27/11/2015
  • [2014-2016] Committee Member, Masters of Information Technology Management, Faculty, 08/11/2014 to 31/07/2016
  • [2014] Project Leader of Website Development With Orphan House Workshop, Faculty, 01/11/2014 to 02/11/2014
  • [2014-2016] Committee Member, Task Force Competition, Faculty, 01/08/2014 to 31/07/2016
  • [2014] Head of Organizing Committee, Data Mining Using IBM SPSS Modeler Workshop, Faculty, 01/07/2014 to 27/11/2014
  • [2013] Head of Organizing Committee, Introduction to IBM SPSS Modeler and Data Mining Workshop, Faculty, 08/11/2013 to 24/12/2013
  • [2013] Postgraduate Research Excellence Symposioum 2013 Secretariat, Faculty, 14/05/2013 to 22/05/2013

AREAS OF EXPERTISE
(Area).


  • Educational Technology and Media (E-learning, Personalization, Learning Style, Information Seeking, Social Media)
  • Search Engine (Recommender System, Information Retrieval, Information Seeking Tool)
  • Neural Networks, Genetic Algorithms and Fuzzy Logic (AI Techniques Application, Data Science, Data Mining, Expert System, Multiagent in Data Mining, Data Pre-Processing)


RECENT SELECTED PUBLICATIONS
(Publication).


Chapter in Book

2019
  • Norizah, H., Junedah, S., Siti Zaidah, Z., Chow, U.T., Nor Liyana, M.S., and Muhamad Faisal, M.N. (2019, forthcoming). Sustainability Reporting: The Faculty Report Card. UM Living Labs Book Chapter Volume 3 & 4. UM Press, University of Malaya. 

2018
  • Bimba A.T., Idris N., Al-Hunaiyyan A.A., Mahmud R.B., Shuib N.L.B.M. (2018) Design of an Algebraic Concept Operator for Adaptive Feedback in Physics. In: Al-Sharhan S. et al. (eds) Challenges and Opportunities in the Digital Era. I3E 2018. Lecture Notes in Computer Science, vol 11195. Springer, Cham 
  • Elaish, M. M., Ghani, N. A., Shuib, L., & Al-Haiqi, A. M. (2018). Mobile games for language learning. Mobile applications and solutions for social inclusion (pp. 137-156) doi:10.4018/978-1-5225-5270-3.ch006 

2017
  • Nur Amalina Alleyes, Liyana Shuib, Nur Baiti 'Afini Binti Nurmadhi, Ghulam Mutjaba and Leena Lee Poh Chen. (2017). Low Back Pain Help Tool using Web-Based Application. In Creative Innovation Without Boundaries (Series 1) (pp. 74-78). MNNF Publisher. 
  • Mujtaba, G., Shuib, L., Raj, R. G., Al-Garadi, M. A., Rajandram, R., & Shaikh, K. (2017). Hierarchical Text Classification of Autopsy Reports to Determine MoD and CoD Through Term-Based and Concepts-Based Features. In Petra Perner (Ed.), Advances in Data Mining: Applications and Theoretical Aspects (Lecture Notes in Artificial Intelligence) (pp. 209-222). Switzerland: Springer Nature. 

2014
  • Shuib, NMS, and Sulaiman, S. 2014. 2014. Impact, Issues, and Challenges of Facebook Usage among Students In Ainin Sulaiman and M. Muzamil Naqshbani. Social Media: Dynamism, Issues, and Challenges (pp 47-60). Singapore: Partridge. 
Article in Academic Journals

2020
  • Yadegaridehkordi, E., Nilashi, M., Shuib, L., & Samad, S. (2020). A behavioral intention model for SaaS-based collaboration services in higher education. Education and Information Technologies, 25(2), 791-816. doi:10.1007/s10639-019-09993-1 (ISI-Indexed)
  • Abu Bakar, M. F. R., Idris, N., Shuib, L., and Khamis, N. (2020). Sentiment Analysis of Noisy Malay Text: State of Art, Challenges and Future Work. IEEE Access, vol. 8, pp. 24687-24696. (ISI-Indexed)
  • Yadegaridehkordi, E., Nilashi, M., Shuib, L., Hairul Nizam Bin Md Nasir,M., Asadi, S., Samad, S., & Fatimah Awang, N. (2020). The impact of big data on firm performance in hotel industry. Electronic Commerce Research and Applications, 40. (SCOPUS-Indexed)
  • Murtaza, G., Shuib, L., Abdul Wahab, A. W., Mujtaba, G., Mujtaba, G., Nweke, H. F., Azmi, N. A. (2020). Deep learning-based breast cancer classification through medical imaging modalities: State of the art and research challenges. Artificial Intelligence Review, 53(3), 1655-1720. (ISI-Indexed)
  • Murtaza, G., Shuib, L., Mujtaba, G., & Raza, G. (2019). Breast Cancer Multi-classification through Deep Neural Network and Hierarchical Classification Approach. Multimedia Tools and Applications. (SCOPUS-Indexed)
  • Bello, A. A., Chiroma, H., Gital, A. Y., Gabralla, L. A., Abdulhamid, S. M., & Shuib, L. (2020). Machine learning algorithms for improving security on touch screen devices: A survey, challenges and new perspectives. Neural Computing and Applications, doi:10.1007/s00521-020-04775-0 (ISI-Indexed)
  • Mohammad Tubishat, Norisma Idris, Liyana Shuib, Mohammad A.M. Abushariah, Seyedali Mirjalili. (2020). Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection.Expert Systems With Applications, 145(2020) 113122. (ISI-Indexed)

2019
  • Elaish, M. M., Shuib, L., Ghani, N. A., Mujtaba, G., & Ebrahim, N. A. (2019). A bibliometric analysis of m-learning from topic inception to 2015. International Journal of Mobile Learning and Organisation, 13(1), 91-112. doi:10.1504/IJMLO.2019.096470 (Non-ISI/Non-SCOPUS)
  • Elaish, M. M., Shuib, L., Ghani, N. A., & Yadegaridehkordi, E. (2019). Mobile english language learning (MELL): A literature review. Educational Review, 71(2), 257-276. (ISI-Indexed)
  • Eke, C.I., Norman, A.A., Liyana Shuib et al. (2019). Sarcasm identification in textual data: systematic review, research challenges and open directions. Artificial Intelligence Review. (Published Online) (ISI-Indexed)
  • Eke, C. I., Norman, A. A., Shuib, L., & Nweke, H. F. (2019). A survey of user profiling: state-of-the-art, challenges, and solutions. IEEE Access, 7, 144907-144924. (ISI-Indexed)
  • Vimala Balakrishnan, Vithyatheri Govindan, Noreen Izza Arshad, Liyana Shuib and Ernest Cachia (2019). Facebook User Reactions and Emotion: An Analysis of Their Relationships among the Online Diabetes Community, Malaysian Journal of Computer Science. Industrial Revolution: Impact and Readiness, pp. 92-102 (ISI-Indexed)
  • Shuib, L., Yadegaridehkordi, E., & Ainin, S. (2019). Malaysian urban poor adoption of e-government applications and their satisfaction. Cogent Social Sciences, 5(1), 1-18. (ISI-Indexed)
  • Yadegaridehkordi, E, Nilashi, M, Shuib, L, Asadi, S, Ibrahim, OAF. (2019) Development of a SaaS Adoption Decision-Making Model Using a New Hybrid MCDM Approach. International Journal of Information Technology & Decision Making Vol. 18, No. 6 (2019) 1845–1874. (ISI-Indexed)
  • Baig, M.I, Shuib, L. and Yadegaridehkordi, E. (2019). Big Data Tools: Advantages and Disadvantages. Journal of Soft Computing and Decision Support Systems. Vol.6 No.6 December 2019: 14-20. (Non-ISI/Non-SCOPUS)
  • Murtaza, G., Shuib, L., Wahid Abdul Wahab, A., Mujtaba, G., Raza, G., & Aniza Azmi, N. (2019). Breast cancer classification using digital biopsy histopathology images through transfer learning. Journal of Physics: Conference Series, 1339(1). doi:10.1088/1742-6596/1339/1/012035 (Non-ISI/Non-SCOPUS)
  • Saad, A.F and Shuib, L. Existing Practices in the Evaluation and Selection of e-Learning Software: A Survey. Borneo Journal of Sciences and Technology. (Non-ISI/Non-SCOPUS)
  • Baig, M. I., Shuib, L., & Yadegaridehkordi, E. (2019). Big data adoption: State of the art and research challenges. Information Processing and Management, 56(6). (ISI-Indexed)
  • Chiroma, H, Abdullahi, UA, Abdulhamid, SM, Alarood, AA, Gabralla, LA, Rana, N, Shuib, L, Hashem, IAT, Gbenga, DE, Abubakar, AI, Zeki, AM and Herawan, T. (2019). Progress on Artificial Neural Networks for Big Data Analytics: A Survey. IEEE Access, 7, 70535-70551. (ISI-Indexed)
  • Mujtaba, G, Shuib, L, Idris, N, Lam, HW., Raj, RG, Khowaja, K, Shaikh, K and Nweke, HF. (2019). Clinical text classification research trends: Systematic literature review and open issues. Expert Systems With Applications, 116, 494-520. (ISI-Indexed)
  • Afini Normadhi, N. B., Shuib, L., Md Nasir, H. N., Bimba, A., Idris, N., & Balakrishnan, V. (2019). Identification of personal traits in adaptive learning environment: Systematic literature review. Computers and Education, 130, 168-190. (ISI-Indexed)
  • Elaish, M.M, Ghani, N.A, Shuib, L., and Al-Haiqi, A. (2019). Development of a mobile game application to boost students' motivation in learning English vocabulary. IEEE Access, 7, 13326-13337. (ISI-Indexed)
  • Yadegaridehkordi, E., Shuib, L., Nilashi, M., & Asadi, S. (2019). Decision to adopt online collaborative learning tools in higher education: A case of top malaysian universities. Education and Information Technologies, 24(1), 79-102. (ISI-Indexed)

2018
  • Xanthidou, O. K., Shuib, L., Xanthidis, D., & Nicholas, D. (2018). Electronic medical records in greece and oman: A professional’s evaluation of structure and value. International Journal of Environmental Research and Public Health, 15(6) doi:10.3390/ijerph15061137 (ISI-Indexed)
  • Anandhan, A., Shuib, L., Ismail, M. A., & Mujtaba, G. (2018). Social media recommender systems: Review and open research issues. IEEE Access, 6, 15608-15628. doi:10.1109/ACCESS.2018.2810062 (ISI-Indexed)
  • Mujtaba, G., Shuib, L., Raj, R. G., Rajandram, R., & Shaikh, K. (2018). Prediction of cause of death from forensic autopsy reports using text classification techniques: A comparative study. Journal of Forensic and Legal Medicine, 57, 41-50. doi:10.1016/j.jflm.2017.07.001 (ISI-Indexed)
  • Yadegaridehkordi, E., Hourmand, M., Nilashi, M., Shuib, L., Ahani, A., & Ibrahim, O. (2018). Influence of big data adoption on manufacturing companies’ performance: An integrated DEMATEL-ANFIS approach. Technological Forecasting and Social Change, 137, 199-210. doi:10.1016/j.techfore.2018.07.043 (ISI-Indexed)
  • Mujtaba, G., Shuib, L., Raj, R. G., & Gunalan, R. (2018). Detection of suspicious terrorist emails using text classification: A review. Malaysian Journal of Computer Science, 31(4), 271-299. doi:10.22452/mjcs.vol31no4.3 (ISI-Indexed)
  • Yadegaridehkordi, E., Nizam Bin Md Nasir, M. H., Fazmidar Binti Mohd Noor, N., Shuib, L., & Badie, N. (2018). Predicting the adoption of cloud-based technology using fuzzy analytic hierarchy process and structural equation modelling approaches. Applied Soft Computing Journal, 66, 77-89. doi:10.1016/j.asoc.2017.12.051 (ISI-Indexed)
  • Saad, A. F. and Shuib, L. (2018). Factors in Evaluating and Selecting Processes For Software Products: A Review. International Journal of Science and Applied Technology, 3(2). (Non-ISI/Non-SCOPUS)
  • Mujtaba, G., Shuib, L., Raj, R. G., Rajandram, R., Shaikh, K., & Al-Garadi, M. A. (2018). Classification of forensic autopsy reports through conceptual graph-based document representation model. Journal of Biomedical Informatics, 82, 88-105. doi:10.1016/j.jbi.2018.04.013 (ISI-Indexed)

2017
  • Saad, A. F., Abdullah, R., & Shuib, L. (2017). Determining evaluation criteria and sub-criteria for e-learning software. Malaysian Journal of Computer Science, 30(3), 219-241. doi:10.22452/mjcs.vol30no3.4. (ISI-Indexed)
  • Siddiqui, M. F., Mujtaba, G., Reza, A. W., & Shuib, L. (2017). Multi-class disease classification in brain MRIs using a computer-aided diagnostic system. Symmetry, 9(3) doi:10.3390/sym9030037 (ISI-Indexed)
  • Chiroma, H., Mohd Shuib, N. L., Abubakar, A. I., Zeki, A. M., Gital, A. Y., Herawan, T., & Abawajy, J. H. (2017). Advances in teaching and learning on Facebook in higher institutions. IEEE Access, 5, 480-500. (ISI-Indexed)
  • Mujtaba, G., Shuib, L., Raj, R. G., Rajandram, R., Shaikh, K., & Al-Garadi, M. A. (2017). Automatic ICD-10 multi-class classification of cause of death from plaintext autopsy reports through expert-driven feature selection. PLoS ONE, 12(2) doi:10.1371/journal.pone.0170242 (ISI-Indexed)
  • Naqshbandi, M. M., Ainin, S., Jaafar, N. I., & Mohd Shuib, N. L. (2017). To facebook or to face book? an investigation of how academic performance of different personalities is affected through the intervention of Facebook usage. Computers in Human Behavior, 75, 167-176. (ISI-Indexed)
  • Chiroma, H., Herawan, T., Fister, I., Jr., Fister, I., Abdulkareem, S., Shuib, L., Abubakar, A. (2017). Bio-inspired computation: Recent development on the modifications of the cuckoo search algorithm. Applied Soft Computing Journal, 61, 149-173. doi:10.1016/j.asoc.2017.07.053 (ISI-Indexed)
  • Bimba, A. T., Idris, N., Al-Hunaiyyan, A., Mahmud, R. B., & Shuib, N. L. B. M. (2017). Adaptive feedback in computer-based learning environments: A review. Adaptive Behavior, 25(5), 217-234. doi:10.1177/1059712317727590 (ISI-Indexed)
  • Saad, A. F., Abdullah, R., & Shuib, L. (2017). Determining evaluation criteria and sub-criteria for e-learning software. Malaysian Journal of Computer Science, 30(3), 219-241. (ISI-Indexed)
  • Mujtaba, G., Shuib, L., Raj, R. G., Majeed, N., & Al-Garadi, M. A. (2017). Email classification research trends: Review and open issues. IEEE Access, 5, 9044-9064. doi:10.1109/ACCESS.2017.2702187 (ISI-Indexed)
  • Elaish, M. M., Shuib, L., Abdul Ghani, N., Yadegaridehkordi, E., & Alaa, M. (2017). Mobile learning for English language acquisition: Taxonomy, challenges, and recommendations. IEEE Access, 5, 19033-19047. doi:10.1109/ACCESS.2017.2749541 (ISI-Indexed)
  • Mahmood, T., Mujtaba, G., Shuib, L, Ali, N. Z., Bawa, A. and Karim, S. (2017). Public bus commuter assistance through the named entity recognition of twitter feeds and intelligent route finding. IET Intelligent Transport Systems. 11(8). 521-529. (ISI-Indexed)
  • Shuib, N. L. M., Noor, A. S. M., Chiroma, H., & Herawan, T. (2017). Elman neural network trained by using artificial bee colony for the classification of learning style based on students preferences. Applied Mathematics and Information Sciences, 11(5), 1269-1278. doi:10.18576/amis/110504 (SCOPUS-Indexed)

2016
  • Chiroma, H., Khan, A., Abubakar, A. I., Saadi, Y., Hamza, M. F., Shuib, L., Herawan, T. (2016). A new approach for forecasting OPEC petroleum consumption based on neural network train by using flower pollination algorithm. Applied Soft Computing Journal, 48, 50-58. (ISI-Indexed)
  • Chiroma, H., Abdul-Kareem, S., Shukri Mohd Noor, A., Abubakar, A. I., Sohrabi Safa, N., Shuib, L., Herawan, T. (2016). A review on artificial intelligence methodologies for the forecasting of crude oil price. Intelligent Automation and Soft Computing, 22(3), 449-462. (ISI-Indexed)

2015
  • Chiroma H, Abdul-kareem S, Khan A, Nawi NM, Gital AY, Shuib L, et al. (2015) Global Warming: Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption Using Neural Network and Hybrid Cuckoo Search Algorithm. PLoS ONE 10(8): e0136140. (ISI-Indexed)
  • Abubakar, A. I., Shuib, L., & Chiroma, H. (2015). Optimization of neural network using cuckoo search for the classification of diabetes. Journal of Computational and Theoretical Nanoscience, 12(12). (SCOPUS-Indexed)
  • Shuib. N.L.M et al. 2015. Collaborative Recommender System: A Review. International Journal of Advances in Computer Science & Its Applications. 5 (2), pp 86-90. (Non-ISI/Non-SCOPUS)
  • Ainin, S., Parveen, F., Moghavvemi, S., Jaafar, N. I. & Mohd Shuib, N. L. (2015). Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management Data Systems, 115(3), 570- 588 (ISI-Indexed)

2014
  • Nur Hidayah Sukar and Nor Liyana Mohd Shuib. An Expert System Framework for Infertility in Women Using Web-based Application. 2014. International Journal of Information Systems and Engineering. Vol 2 (1). (Non-ISI/Non-SCOPUS)
  • Tamjidyamcholo, A., Baba, M. S., Shuib, N. L. M., & Rohani, V. A. (2014). Evaluation model for knowledge sharing in information security professional virtual community. Computers and Security, 43, 19-34. (ISI-Indexed)
  • Nor Syafiqah, Nor Liyana Mohd Shuib and Ely Salwana Mat Surin. Infertility Expert System Architecture for Early Diagnosis. 2014. International Journal of Information Systems and Engineering. Vol 2 (1). (Non-ISI/Non-SCOPUS)
  • Shuib, L., Zavareh, A. A., & Abdullah, R. (2014). Fuzzy multi-criteria evaluation of research materials based on learning style. ARPN Journal of Engineering and Applied Sciences, 9(10), 1713-1717. (SCOPUS-Indexed)
  • Liyana, S., Noorhidawati, A. 2014. How Graduate Students Seek for Information: Convenience or Guaranteed Result? Malaysian Journal of Library & Information Science. Vol 19 No.2. (ISI-Indexed)

2013
  • Nor Liyana Mohd Shuib, Rukaini Abdullah, "LSIST: Learning Style Based Information Seeking Tool", RNIS: Research Notes in Information Science, Volume 13, pp. 40 ~ 45, 2013 (Non-ISI/Non-SCOPUS)
  • Nor Liyana, M. S., Rukaini, A. The Architecture of A Learning Style Based Information Seeking Tool. International Journal of Digital Content Technology and its Applications. (SCOPUS-Indexed)

2010
  • Shuib, N.L.M, Ismail, M.H. (2010). "Aplikasi Teknik Pendiskritan Dalam Perlombongan Data". J Intelek, vol 5(2),pp 27-37, ISSN 1675-9885) (Non-ISI/Non-SCOPUS)
Proceeding

2019
  • Abidin, M.I.A.Z, et al. (2019). The Architecture of Knowledge-Based Tool For UM Nature Inspired Library. 7th International Scholarly Conference on Emerging Issues in Business, Information Technology, & Education. (Non-ISI/Non-SCOPUS)
  • Jauhangeer, S., Shuib, L. and Hassan, ZA. (2019). Evidence of Students Gaming the System and Going Off-Task in an Intelligent Tutoring System. 7th International Scholarly Conference on Emerging Issues in Business, Information Technology, & Education. (Best Paper Award) (Non-ISI/Non-SCOPUS)
  • Bakar, M.F.R.A., Idris, N., & Shuib, L. (2019). An Enhancement of Malay Social Media Text Normalization for Lexicon-Based Sentiment Analysis. International Conference on Asian Language Processing, 211–215. (Non-ISI/Non-SCOPUS)
  • Murtaza, G., Shuib, L., Wahid Abdul Wahab, A., Mujtaba, G., Raza, G., & Aniza Azmi, N. (2019). Breast cancer classification using digital biopsy histopathology images through transfer learning. 1st International Conference Computer Science and Engineering, IC2SE 2019, Padang, Indonesia. (SCOPUS-Indexed)

2018
  • Ahmad, NFH, Shuib, L and Othman, MK. 2018. Knowledge Based Architecture for Mental Health Care System. International Conference ASCENT 2018 – A Scholarly Conference on Emerging Technologies for Information Systems, Business Management and Education. (Non-ISI/Non-SCOPUS)
  • Jauhangeer, S., Shuib, L. and Hassan, ZA. 2018. Metacognitive Skilfulness of Students in Problem Solving. International Conference ASCENT 2018 – A Scholarly Conference on Emerging Technologies for Information Systems, Business Management and Education. (Non-ISI/Non-SCOPUS)
  • Aliska, A. and Shuib, L. 2018. Expert Based Recommendation System for Academic Event. International Conference ASCENT 2018 – A Scholarly Conference on Emerging Technologies for Information Systems, Business Management and Education. (Non-ISI/Non-SCOPUS)
  • Elaish, M., Ghani, NA, Shuib, NLM, Shennat, AI. 2018. Game Framework to Improve English Language Learners’ Motivation and Performance. Proceedings of the Future Technologies Conference (FTC) 2018. (Non-ISI/Non-SCOPUS)
  • Murtaza, G., Shuib, L, Wah, TY, and Mujtaba, G. 2018. Breast Cancer Classification from Histopathology Images using Deep Neural Network. Proceedings of Data Science Research Symposium 2018. (Non-ISI/Non-SCOPUS)
  • Suraya Hamid, Mohamad Taha Ijab, Liyana Shuib and Azah Anir Norman (2018). Information Seeking Behaviour of International Students on Social Media: Towards A New Information Seeking Behaviour Model. Proceeding of 4th Visual Informatics International Conference, UKM Bangi 13-15 November 2018. (SCOPUS-Indexed)
  • Normadhi, NBA, Shuib, L. and Nasir, MHND. 2018. ALSDOC: Adaptive Learning Style For Document Retrieval. International Conference ASCENT 2018 – A Scholarly Conference on Emerging Technologies for Information Systems, Business Management and Education. (Non-ISI/Non-SCOPUS)

2017
  • Ghulam Mujtaba, Liyana Shuib, Ram Gopal Raj, Mohammed Ali Al-Garadi, Retnagowri Rajandram and Khairunisa Shaikh. (2017). Hierarchical Text Classification of Autopsy Reports to Determine MoD and CoD through Term-Based and Concepts-Based Features. Industrial Conference on Data Mining. (ISI-Indexed)
  • Chiroma, H. et al. (2017). Cloud Computing Platforms for Delivering Computer Science and Mathematics Instructional Course Content to Learners. 2017 IEEE 3RD International Conference On Electro-Technology For National Development (NIGERCON). Nov 2017 Nigeria. (ISI-Indexed)
  • Sulaiman, A. Tajudeen, F.P., Jaafar, N.I., Moghavvemi, S. & Mohd Shuib, N.L. (2017). The relationship between SME owner’s personality, Facebook usage and organizational performance. PACIS 2017 Proceedings. Langkawi, Malaysia. (Non-ISI/Non-SCOPUS)
  • Elaish, M.M., Shuib, L., Ghani, N. A. (2017). Mobile Game Applications for English Language Learning: A Guideline For Development. International Conference on Management and Infomation Technology (ICMIT). (Non-ISI/Non-SCOPUS)
  • Othman, W.S.N.A.W., Shuib, L and Normadhi, N.B.A. (2017). AcadEvent: Recommender System for Academic Events. Presented at 1st International Conference On Industrial, Enterprise, And System Engineering, Bandung, Indonesia, 28 November 2017. (Non-ISI/Non-SCOPUS)
  • Pahme, N.F. M, Shuib, A.S.M, Shuib, L, Desa, M.A.M. and Taharudding, N.M. (2017). Visual Communication: Case Study on the Visual Approach in Child Sexual Abuse Prevention Campaign (Print Ads). Paper Presented at 1st Asia International Conference of Arts & Design, Bandung, 2-3 October 2017. (Non-ISI/Non-SCOPUS)

2016
  • Mujtaba, G., Shuib, L., Raj, R.G., Rajandram, R. and Shaikh, K. Automatic Text Classification of ICD-10 Related CoD from Complex and Free Text Forensic Autopsy Reports. 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA), Anaheim, CA, 2016, pp. 1055-1058. (ISI-Indexed)
  • Mahmood. T., Mujtaba, G., Shuib, L., Ali, N.Z., Bawa, A. and Karim, S. (2016). Mobile-Based Intelligent Transportation for Bus Commuters Based on Twitter Analytics. 2016 International Conference on Frontiers of Information Technology (FIT), Islamabad, 2016, pp. 223-228. (ISI-Indexed)

2015
  • Shuib, L. et al. Reading Material Personalization Searching in E-Learning, 2015 Global Conference On Teaching And Learning With Technology. 2015. (Non-ISI/Non-SCOPUS)
  • Nor Liyana Mohd Shuib, Nur Baiti Afini Binti Normadhi, Lili Farah Hani Binti Mohamad Alias, Nur Shazwita Binti Zakaria. Collaborative Recommender System: A Review (2015). International Conference On Advances In Computing, Electronics, And Electrical Technology (CEET 2015). (Non-ISI/Non-SCOPUS)
  • Chiroma, H., Shuib, N. L. M., Muaz, S. A., Abubakar, A. I., Ila, L. B., & Maitama, J. Z. (2015). A review of the applications of bio-inspired flower pollination algorithm. Paper presented at the Procedia Computer Science, , 62 435-441. doi:10.1016/j.procs.2015.08.438 (ISI-Indexed)
  • Mohammad Arshi Saloot, Norisma Idris, Liyana Shuib and Ram Gopal Raj. Toward Tweets Normalization Using Maximum Entropy. ACL 2015 Workshop on Noisy User- generated Text (W-NUT), Beijing, China. (Non-ISI/Non-SCOPUS)

2014
  • Shuib, N. L. M., Ismail, M. H., Chiroma, H., Abdullah, R., Shuib, A. S. M., & Pahme, N. F. M. (2014). Data mining approach: Relevance vector machine for the classification of learning style based on learning objects. Paper presented at the Proceedings - UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, UKSim 2014, 170-175. (ISI-Indexed)
  • Nor Syafiqah, Nor Liyana Mohd Shuib and Ely Salwana Mat Surin. Infertility Expert System Architecture for Early Diagnosis. International Conference on Emerging Technologies for Information Systems and Business Management. 2014 (Non-ISI/Non-SCOPUS)
  • Nur Hidayah Sukar and Nor Liyana Mohd Shuib. An Expert System Framework for Infertility. International Conference on Emerging Technologies for Information Systems and Business Management. 2014. (Non-ISI/Non-SCOPUS)
  • Nor Liyana Mohd Shuib, Adeleh Asemi and Rukaini Abdullah. (2014). Fuzzy Multi-Criteria Evaluation Of Research Materials Based On Learning Style. In Conference, Competition and Exhibition, 24-26 June 2014, Penang Malaysia. (SCOPUS-Indexed)

2013
  • Shuib, N.L.M and Abdullah, K. (2013). LSIST: Learning Style Based Information Seeking Tool. 8th International Conference on Intelligent Information Processing, 1-3 April 2013, Seoul, Republic of Korea (Non-ISI/Non-SCOPUS)

2012
  • Ismail, M. H., Ahmad, S. Z., Rosmani, A. F., & Shuib, N. L. M. (2012). Smoke shooter: Introducing danger of smoking to school children with persuasive technology. Paper presented at the SHUSER 2012 - 2012 IEEE Symposium on Humanities, Science and Engineering Research, 1371-1375. (SCOPUS-Indexed)

2010
  • M. S. Nor Liyana and A. Noorhidawati. Ascertain the Information Seeking Behavior of Computer Science Students. In International Conference on Libraries, Information and Society (ICoLIS 2010). (Non-ISI/Non-SCOPUS)
  • Shuib, N. L. M, Abdullah, N., & Ismail, M. H. (2010). The use of information retrieval tools: A study of computer science postgraduate students. Paper presented at the CSSR 2010 - 2010 International Conference on Science and Social Research (CSSR 2010), 379-384. (ISI-Indexed)

2009
  • Bakar, A.A., Othman, Z.A.and Shuib, N.L.M.(2009). Building a new taxonomy for data discretization techniques. 2009 2nd Conference on Data Mining and Optimization, pp. 132-140. (ISI-Indexed)
  • Shuib, N.L.M, Abu Bakar, A. and Othman, Z.A. (2009). Performance Study on Data Discretization Techniques Using Nutrition Dataset. International Symposium on Computing, Communication, and Control (ISCCC 2009), pp.304-308. (Non-ISI/Non-SCOPUS)

2007
  • Othman, Z. A., Abu Bakar, A., Hamdan, A. R., Omar, K., & Mohd Shuib, N. L. (2007). Agent based preprocessing. Paper presented at the 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007, 219-223. (ISI-Indexed)

AREAS OF RESEARCH
(Project title), (Role), (From)-(Until), (Level), (Source).


  • Sport analytics - structural analysis in sports data, Consultant, 2018 - 2020, Bantuan Kecil Penyelidikan (BKP), (National)
  • Explicit and Impicit Features Extraction for Sentiment Analysis, Consultant, 2018 - 2019, RU Geran - Fakulti Program, (National)
  • The Faculty Sustainability Report Card: Documenting Faculty Sustainability Initiatives Towards Um Eco-campus, Consultant, 2018 - 2019, UM Living Lab Grant Programme - SUS (Sustainability Science), (National)
  • Deep Learning For Automatic Feature Representation In Human Activity Recognition With Elderly Patients Using Smartphones And Wearable Sensors, Consultant, 2018 - 2019, Bantuan Khas Penyelidikan (BKP Special), (National)
  • E-learning Personalization System For Different Student Needs And Modalities, Principal Investigator(PI), 2017 - 2020, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SBS (Equitable Society), (University)
  • Big Data Framework for Prediction in Radiotherapy, Principal Investigator(PI), 2017 - 2020, Geran Penyelidikan Universiti Malaya (UMRG) - AFR (Frontier Science), (University)
  • Knowledge Based Recommendation Tool For Mental Health Prevention Among Malaysian Youth, Consultant, 2017 - 2020, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SBS (Equitable Society), (University)
  • Book Spot, Principal Investigator(PI), 2017 - 2018, RU Geran, (National)
  • Performance Enhancement in Text Classification Algorithm for Systematic Literature Review Process, Principal Investigator(PI), 2016 - 2020, Postgraduate Research Grant (PPP) - Research, (National)
  • Ict Skill Enhancement Programme For Orang Asli, Principal Investigator(PI), 2016 - 2017, RU Geran, (National)
  • Ict Usage In Delivering Governance Initiatives And Programs To The B-40 Groups, Consultant, 2016 - 2019, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SBS (Equitable Society), (University)
  • Designing and evaluating a context-aware mobile reommender system for Malaysian tourism industry, Principal Investigator(PI), 2016 - 2019, Postgraduate Research Grant (PPP) - Research, (National)
  • Metacognitive Skills Tutoring for Programming in Intelligent Tutoring Systems, Principal Investigator(PI), 2016 - 2019, Postgraduate Research Grant (PPP) - Research, (National)
  • Demand-Driven Innovation Project By Public- Private Research Network (PPRN)Grant, Principal Investigator(PI), 2015 - 2015, Kementerian Pendidikan Malaysia, (National)
  • Aleps: Knowledge Representation To Capture Students Structural Knowledge For Adaptive Feedback In Physics Problem Solving, Consultant, 2015 - 2019, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC)), (University)
  • Aleps: Cognitive Knowledge Base To Support Adaptive Feedback In Physics Problem Solving, Consultant, 2015 - 2019, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC)), (University)
  • Developing A Maintenance Application Tool : Driving Affordable Operation And Building Maintenance, Consultant, 2015 - 2019, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SUS (Sustainability Science), (University)
  • Website Development And Photo Editing Workshop For Orphanages, Principal Investigator(PI), 2015 - 2015, RU Geran, (National)
  • Language And Sustainability : The Role Of Language In Disseminating Information And Raising Awareness, Consultant, 2015 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics), (University)
  • Trymasak Hybrid Recommender System (pprn - Umcic), Principal Investigator(PI), 2015 - 2015, Others MOHE, (National)
  • An Unsupervised Model For Normalization Of Malay Twitter Messages, Consultant, 2014 - 2017, Fundamental Research Grant Scheme (FRGS), (National)
  • Collaborative Recommender System Based On User's Emotions,personalization, And Context Aware Information For Mobile Environment, Principal Investigator(PI), 2014 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC)), (University)
  • An Adaptive Information Seeking Tool Based On Learning Style Using Multi-Criteria Decision Making, Consultant, 2013 - 2015, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC)), (University)
  • A HYBRID FILTERING METHOD FOR READING MATERIAL RECOMMENDATION, Principal Investigator(PI), 2013 - 2015, Bantuan Kecil Penyelidikan (BKP), (National)
  • Information Seeking Behaviour Using Social Technologies : The Perspective Of International Students In Higher Education, Consultant, 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics), (University)
  • Evaluation And Harmonization Of Electronic Commerce Laws In Asean Countries Using Multi-criteria Decision Making Methods, Consultant, 2013 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC)), (University)

AWARDS AND RECOGNITIONS
(Name of Award), (Awarding Institution), (Year Awarded), (Level).


  • Platinum Award, Innovation Competition for International Summit of Innovation & Design Exposition 2019, Faculty of Education, University of Malaya, 2019, (National)
  • Certificate of Excellent Service, University Malaya, 2019, (University)
  • Excellence Service Award, University Malaya, 2018, (University)
  • [2018] Best Paper Award, International Conference Ascent 2018, Ftms College, 2018, (International)
  • [2018] Silver Award, 1st Digitalised International Invention, Innovation & Design Competition (Diid Johor) - Aleps, Uitm Johor, 2018, (International)
  • [2018] Bronze Award, 1st Digitalised International Invention, Innovation & Design Competition (Diid Johor) - Acadevent, Uitm Johor, 2018, (International)
  • [2018] Bronze Award, 1st Digitalised International Invention, Innovation & Design Competition (Diid Johor) - Adaptive E-Learning Personalization System, Uitm Johor, 2018, (International)
  • [2018] Silver Award, Pertandingan Rekacipta Dan Inovasi Ipts - Computer Aided Diagnosis Tool for Mammogram, Management and Science University, Malaysia, 2018, (International)
  • [2018] Bronze Award, Pertandingan Rekacipta Dan Inovasi Ipts - 2heal, Management and Science University, Malaysia, 2018, (International)
  • [2017] Silver Award, Invention, Innovation & Design Exposition (Iidex2017) - Event Recommender System, Universiti Teknologi Mara (Uitm) Shah Alam, 2017, (International)
  • [2017] Bronze Award, Invention, Innovation & Design Exposition (Iidex2017) - Competition Planning and Monitoring System, Universiti Teknologi Mara (Uitm) Shah Alam, 2017, (International)
  • [2017] Diamond Award, International Invention and Innovative Competition - Aleps , Mnnf Network, 2017, (International)
  • [2017] Gold Award, International Invention and Innovative Competition - Low Back Pain Tool , Mnnf Network, 2017, (International)
  • [2017] Gold Award, International Invention and Innovative Competition - Acadevent, Mnnf Network, 2017, (International)
  • [2016] Gold Medal, International Young Inventors Award (Iyia Indonesia) - Book Spot, Ifia, Innopa and Wiipa, Indonesia, 2016, (International)
  • [2016] Silver Medal, Invention, Innovation & Design Exposition (Iidex 2016) - Low Back Pain Tool, Uitm Shah Alam, 2016, (National)
  • Certificate of Excellent Service, University Malaya, 2016, (University)
  • [2016] Silver Medal, Internation Invention, Innovation & Technology Exhibition (Itex 2016) - Book Spot!, Ministry of Science, Technology and Innovation, 2016, (International)
  • [2016] Gold Medal, Innovation & Creative Education Aids Competition 2016 (I-Create) - Repeater.My, Universiti Teknologi Mara Kedah, 2016, (National)
  • [2016] Anugerah Projek Terbaik Jalinan Masyarakat 2016, Universiti Malaya, 2016, (University)
  • [2015] Gold Medal, International Engineering & Innovation Exhibition (Ienvex 2015) - Augmented Product Demonstration, Universiti Malaysia Perlis, 2015, (International)
  • [2015] Silver Medal, International Engineering & Innovation Exhibition (Ienvex 2015) - Immap: Interactive Mobile Messenger Application, Universiti Malaysia Perlis, 2015, (International)
  • [2015] Bronze Award, Invention, Innovation & Design Exhibition (Iidex2015) - Recipe Finder, Uitm Shah Alam, 2015, (International)
  • [2015] Gold, National Invention Innovation Design and Research (Niidr) - Book Spot!, Universiti Teknologi Mara, 2015, (National)
  • [2015] Silver, National Invention Innovation Design and Research (Niidr) - Conference Selection Tool, Universiti Teknologi Mara, 2015, (National)
  • [2015] Silver, National Invention Innovation Design and Research (Niidr) - Slr Tool, Universiti Teknologi Mara, 2015, (National)
  • [2015] Bronze, National Invention Innovation Design and Research (Niidr) - Rclass, Universiti Teknologi Mara, 2015, (National)
  • [2015] Silver, National Invention Innovation Design and Research (Niidr) - Global Warming, Universiti Teknologi Mara, 2015, (National)
  • [2015] Gold, The International Conference and Exposition On Inventions by Institutions of Higher Learning (Pecipta), Ministry of Higher Education, 2015, (International)
  • [2015] Silver Medal, Mobile Apps Development Technology, Exhibition and Competition (#Myappstec2015)- Tasker - a Cloud Based Collaborative Project and Task Management App On Mobile Platform, University of Malaya, 2015, (National)
  • [2015] Silver Medal, Mobile Apps Development Technology, Exhibition and Competition (#Myappstec2015)- Mydialectizer: Malay Dialects Translator, University of Malaya, 2015, (National)
  • [2015] Silver Medal, Mobile Apps Development Technology, Exhibition and Competition (#Myappstec2015)- I-Mine: Integrated Mobile Investment Planner, University of Malaya, 2015, (National)
  • [2015] Bronze Medal, Mobile Apps Development Technology, Exhibition and Competition (#Myappstec2015)- Repeater.My, University of Malaya, 2015, (National)
  • [2015] Bronze Medal, Mobile Apps Development Technology, Exhibition and Competition (#Myappstec2015)- Mobile Car Emergency, University of Malaya, 2015, (National)
  • [2015] Bronze Medal, Mobile Apps Development Technology, Exhibition and Competition (#Myappstec2015)- Mweather, University of Malaya, 2015, (National)
  • [2015] Silver Medal, International Engineering & Innovation Exhibition (Ienvex 2015) - Mitigation of Shoulder: Surfing Attack On Graphical Password Using Tcs Method, Unimap, Perlis, 2015, (International)
  • [2015] Silver Medal, International Engineering & Innovation Exhibition (Ienvex 2015) - Annyeong: Fun Learning of Korean Language, Unimap, Perlis, 2015, (International)
  • [2015] Special Award, World Invention Innovation Contest (Wic2015) - Book Spot!, Asia Invention Association, Seoul, Korea, 2015, (International)
  • [2015] Gold Medal, World Invention Innovation Contest (Wic2015) - Book Spot!, Asia Invention Association, Seoul, Korea, 2015, (International)
  • [2015] Bronze Medal, Invention, Innovation & Design Exhibition (Iidex2015) - Conference Selection Tool, Uitm Shah Alam, Selangor, 2015, (International)
  • [2015] Gold Medal, Invention, Innovation & Design Exhibition (Iidex2015) - Book Spot!, Uitm Shah Alam, Selangor, 2015, (International)
  • [2015] Gold Medal, International Engineering & Innovation Exhibition (Ienvex 2015) - Book Spot!, Unimap, Perlis, 2015, (International)
  • [2014] Best Award, International Innovation, Design and Articulation (I-Idea) - Lsist, Uitm Perlis, 2014, (International)
  • [2014] Anugerah Projek Akademik Cemerlang, Faculty of Computer Science and Information Technology, 2014, (University)
  • [2014] Gold Award, Eureka Innovation Exhibition 2014 (Eie 2014) - Repeater.My, Universiti Kuala Lumpur Malaysian Spanish Institute (Unikl Msi), 2014, (International)
  • [2014] Gold Award, Eureka Innovation Exhibition 2014 (Eie 2014) - Lsist, Universiti Kuala Lumpur Malaysian Spanish Institute (Unikl Msi), 2014, (International)
  • [2014] Gold Medal, International Innovation, Design and Articulation (I-Idea) - Lsist, Uitm Perlis, 2014, (International)
  • [2014] Gold Medal, Conference, Competition and Exhibition - Lsist, Politeknik Seberang Perai, Penang, 2014, (National)
  • Um Excellence Award, Naib Canselor, 2013, (University)
  • Um Excellence Awards 2013, Reward for UM Staff - Phd Graduates Academic Session 2012/2013 (4 Years or Less), University of Malaya, 2013, (University)
  • [2013] First Place, Educational Blogging Contest, Universiti Pendidikan Sultan Idris, 2013, (National)

PRESENTATIONS
(Title), (Event), (Date Presented), (Organiser), (Level).


INVITED SPEAKER
  • Systematic Literature Review in Information System, 2nd Internation Conference on Science & Technology, 2014-06-17 to 2014-06-17, Global Research and Development Services, (International)
  • Recommender System and Its Application, Recommender System Technologi Technical Talk, 2015-04-15 to 2015-04-15, Universiti Teknologi MARA (Perlis), (University)
  • How to Write Background of Study, HKL Radiology Research Day, 2019-03-01 to 2019-03-01, Jabatan Radiologi, HKL, (National)
  • How to publish?, Knowledge Sharing with CITra, 2019-04-18 to 2019-04-18, CITra, (University)
  • Data Collection: Sampling and Analysis, Basic Reseach for Healthcare Professional Bootcamp, 2019-06-29 to 2019-06-29, Program Pengimejan Diagnostik & Radioterapi (PDR), Fakulti Sains Kesihatan (FSK), UKM, (National)
POSTER
  • Projek Celik IT bersama Orang Asli, Persidangan Akdemia Komuniti Universiti Malaya 2016, 2016-11-15 to 2016-11-16, UMCares, UM, (University)
PRESENTER
  • Agent Based Preprocessing, International Conference on Intelligence and Advance Systems, 2007-05-01 to 2007-05-01, Universiti Teknologi Petronas, (International)
  • Building a New Taxonomy for Data Discretization Techniques, Second Conference of Data Mining and Optimization, 2009-09-01 to 2009-09-01, Universiti Kebangsaan Malaysia, (International)
  • Performance Study on Data Discretization Techniques Using Nutrition Dataset, International Symposium on Computing, Communication, and Control (ISCCC 2009), 2009-10-01 to 2009-10-01, Nanyang Technological University, Singapore, (International)
  • Ascertain the Information Seeking Behavior of Computer Science Students, International Conference on Libraries, Information and Society (ICoLIS 2010), 2010-09-01 to 2010-09-01, University of Malaya, (International)
  • The Use of Information Retrieval Tools: a Study of Computer Science Postgraduate Students, International Conference on Science and Social Research (CSSR 2010), 2010-09-01 to 2010-09-01, IEEE Computer Society, (International)
  • Towards adaptive information seeking tool based on learning styles, Post Graduate Research Excellence Symposium (PGReS), 2011-10-13 to  , FSKTM, UM, (University)
  • LSIST: Learning Style Based Information Seeking Tool, 8th International Conference on Intelligent Information Processing, 2013-09-01 to 2013-09-01, Seoul, Republic of Korea, (International)
  • Data Mining Approach: Relevance Vector Machine for the Classification of Learning Style Based on Learning Objects., UKSIM-AMSS 16th International Conference on Modeling and Simulation, 2014-04-01 to 2014-04-01, University of Cambridge, (International)
  • Fuzzy Multi-Criteria Evaluation Of Research Materials Based On Learning Style, Conference, Competition and Exhibition 2014 (CCE2014), 2014-06-24 to 2014-06-25, Politeknik Seberang Perai, (National)
  • Collaborative Recommender System: A Review, International Conference On Advances In Computing, Electronics, And Electrical Technology (CEET 2015), 2015-04-11 to 2015-04-12, Institute Of Resaerch Engineers And Doctors, (International)
  • Reading Material Personalization Searching in E-Learning, Global Conference On Teaching And Learning With Technology, 2015-06-10 to 2015-06-11, Aventis School of Management, (International)
  • ICT Skill Enhancement Programme for Orang Asli, Persidangan Akademia-Komuniti Universiti Malaya 2016, 2016-11-15 to 2016-11-16, Pusat Komuniti dan Kelestarian Universiti Malaya, (University)
  • AcadEvent: Recommender System for Academic Events, 1st International Conference On Industrial, Enterprise, And System Engineering, 2017-11-28 to 2017-11-28, Telkom University, Indonesia, (International)
  • AcadEvent: Recommender System for Academic Events, Knowledge Sharing Session FCSIT, 2018-02-06 to 2018-02-06, Faculty of Computer & Information Technology, (Faculty)
  • Recommender System For Academic Event, Knowledge Sharing Session, 2018-02-06 to 2018-02-06, FCSIT, UM, (University)
  • Breast cancer classification using digital biopsy histopathology images through transfer learning, International Conference Computer Science and Engineering (IC2SE 2019), 2019-04-26 to 2019-04-27, Universitas Putra Indonesia "YPTK", (International)

EXPERT/TECHNICAL CONTRIBUTIONS
(Activity), (Organisation), (Role), (From)-(Until), (Level).


  • [2020-2023] Ahli Jawatankuasa Penilai Harta Intelek Universiti Malaya, UMCIC, UM, Expert Advisor, 2020-2023, (University)
  • [2019] Consultant (Sentiment Analysis), Cloud Connect, Consultant, 2019-2019, (National)
  • [2019-2020] Technical Program Committee, International Conference on Smart Education and Applied Social Sciences 2020, Wolfson College, Oxford University, United Kingdom, Expert Advisor, 2019-2020, (International)
  • [2019] Committee, International Conference on Computer Science and Engineering 2019, Universitas Putra Indonesia 'YPTK' Padang, Committee Member, 2019-2019, (International)
  • [2019] Expert Evaluator, Quran Authentication System, Faculty of Computer Science & Information Technology, UM, Expert Advisor, 2019-2019, (University)
  • [2019] Program Committee, International Conference on Information & Communication Technology, IBA Karachi, Pakistan, Committee Member, 2019-2019, (International)
  • [2019-2020] Head Advisor, Programming League National 2020, FCSIT, UM, Advisor, 2019-2020, (National)
  • [2019] Panel Penilai, Geran PRGS Universiti Malaya Fasa 2/2019, Universiti Malaya, Expert Advisor, 2019-2019, (University)
  • [2019-2021] Pengamanah, PECAMP, Persatuan Capaian Maklumat dan Pengurusan Pengetahuan Malaysia (PECAMP), Expert Advisor, 2019-2021, (National)
  • [2019] Track Chair, 6th International Conference on Research and Innovation in Information Systems (ICRIIS 2019), Universiti Teknologi Malaysia, Technical Advisor, 2019-2019, (International)
  • [2019] Moderator, International Conference on Computer Science and Engineering 2019, Universitas Putra Indonesia 'YPTK' Padang, Moderator, 2019-2019, (International)
  • [2019] Advisor, FCSIT Innovation Exhibition Competition 2019, FCSIT, UM, Advisor, 2019-2019, (Faculty)
  • [2019-2022] Ahli Jawatankuasa, Kurikulum Program Sarjana Muda Sains Komputer (Sains Data), Fakulti Sains Komputer dan Teknologi Maklumat, UM, Committee Member, 2019-2022, (University)
  • [2019] Consultant, eProc Project, BSM, UM, Consultant, 2019-2019, (University)
  • [2019] Jury, Pertandinga Inovasi Pensyarah TVET Peringkat Kebangsaan (PERISA 2019), Jabatan Pendidikan Politeknik dan Kolej Komuniti, Expert Advisor, 2019-2019, (International)
  • [2019] Panel, Perbincangan Meja Bulat Bagi Public Private Research Network, Perbadanan Produktiviti Malaysia, Expert Advisor, 2019-2019, (National)
  • [2018] Penyelaras Kursus Teras Fakulti dan Teras Program Sesi Kaademik 2018/2019, Fakulti Sains Komputer dan Teknologi Maklumat, UM, Coordinator, 2018-2018, (University)
  • [2018] Article Editor, SAGE Open, SAGE, Article Editor, 2018-2018, (International)
  • [2018] Panel Penilai, Persidangan Akademia Komuniti Universiti Malaya 2018 (PAKUM), UMCares, Expert Advisor, 2018-2018, (University)
  • [2018-2020] Penasihat, Pusat Komuniti dan Kelestarian (UMCares), Pusat Komuniti dan Kelestarian (UMCares), Expert Advisor, 2018-2020, (University)
  • [2018] Mentors, Datathon Academia, Data Science Society, Advisor, 2018-2018, (International)
  • [2018] Technical Program Committee, ICIAS 2018, University Technology Petronas, Committee Member, 2018-2018, (National)
  • [2018] Technical Program Committee Member, iCoMET 2018, Sukkur IBA University, Committee Member, 2018-2018, (National)
  • [2018-2020] Advisory Committee, Journal of Computing Research and Innovation, Universiti Teknologi MARA Cawangan Perlis, Expert Advisor, 2018-2020, (National)
  • [2018] Advisor, Programming League, FCSIT, UM, Advisor, 2018-2018, (Faculty)
  • [2018] Advisor, FCSIT Innovation Exhibition Competition 2018, FSCIT, UM, Advisor, 2018-2018, (Faculty)
  • [2018] Ahli Jawatankuasa, Kurikulum Program Sarjana Muda Sains Komputer (Sains Data), Fakulti Sains Komputer dan Teknologi Maklumat, UM, Committee Member, 2018-2018, (University)
  • [2017] Instructor, Data Mining Session for Mobility Programme With Chung-Ang University, Korea, University of Malaya, Instructor, 2017-2017, (University)
  • [2017] Expert Panel, Sesi Meja Bulat Big Data Analytic (BDA) Kementerian Pendidikan Tinggi, May 2017, Melaka., Kementerian Pendidikan Tinggi, Expert Advisor, 2017-2017, (National)
  • [2017-2019] Penyelaras, Program Sarjana Muda Sains Komputer (Sains Data), Fakulti Sains Komputer dan Teknologi Maklumat, UM, Coordinator, 2017-2019, (University)
  • [2017] Hakim, Video Pendek Sains Funtastic Science II Peringkat Kebangsaan, Kementerian Pendidikan Malaysia, Jury, 2017-2017, (National)
  • [2017] External Advisor, Diploma In Information Technology, International Institute of Management and Technology, Expert Advisor, 2017-2017, (National)
  • [2017] Expert Panel, Big Data Analytic for Focus Group Discussion for Technical Working Group (ICT) RMK11 Workshop, K-Economy Section, Economic Planning Unit, Prime Minister’s Department, Expert Advisor, 2017-2017, (National)
  • [2016] Panel Penilai, Geran Penyelidikan Pascasiswazah Kitar 2/2015, Pusat Pengurusan Geran Penyelidikan, Expert Advisor, 2016-2016, (University)
  • [2016] Pakar, Sesi Perbincangan Meja Bulat Bagi Program 'Sustainability & Creative Arts: Wayang Project 1.0', UM Sustainable Development Solutions Network, Expert Advisor, 2016-2016, (University)
  • [2016] Panel Penilai, Geran Penyelidikan Pascasiswazah Kitar 1/2016, Pusat Pengurusan Geran Penyelidikan, Expert Advisor, 2016-2016, (University)
  • [2016] Instructor, Website Development. Celik Teknologi Workshop. Projek Taman Medan., UMCares, Instructor, 2016-2016, (University)
  • [2016] Expert Panel, Community Engagement Grant Clinic 2016, UMCares, Expert Advisor, 2016-2016, (University)
  • [2016] Advisor, Diploma in Information Technology, International Institute of Management and Technology, Advisor, 2016-2016, (National)
  • [2016] Panel, Postgraduate Research Excellence Symposium (PGReS) 2016, University of Malaya, Expert Advisor, 2016-2016, (University)
  • [2016] Instructor, Website Development for Mobility Programme With Telkom University, Bandung, Faculty Science Computer and Information Technology, Instructor, 2016-2016, (Faculty)
  • [2015] Expert Panel, Social Media FRGS Research Project, Universiti Malaysia Terengganu, Expert Advisor, 2015-2015, (National)
  • [2015-2017] Ahli Jawatankuasa, Program Sarjana Teknologi Maklumat, Fakulti Sains Komputer dan Teknologi Maklumat, UM, Committee Member, 2015-2017, (University)
  • [2015] Panel Penilai Geran Peruntukan Penyelidikan Pascasiswazah 2015, Pusat Pengurusan Geran Penyelidikan, UM, Expert Advisor, 2015-2015, (University)
  • [2015] Sesi Perbincangan Geran Penyelidikan Pensyarah Muda, Pusat Pengurusan Geran Penyelidikan, UM, Resource Person, 2015-2015, (University)
  • [2015] Panel Penilai, Geran Penyelidikan Pascasiswazah Fasa 1/2015, Pusat Pengurusan Geran Penyelidikan, Expert Advisor, 2015-2015, (University)
  • [2015] Expert Advisor, Application Programming Interface For Conference Selection Project, UiTM Perlis, Consultant, 2015-2015, (National)
  • [2014] Organizing Committee, Scholar's Convention, Organizing Committee, Scholar's Convention, Committee Member, 2014-2014, (International)
  • [2014] Keynote Speaker, International Conference on Science & Technology, Global Research & Development Service, Chairman, 2014-2014, (International)
  • [2014] Editorial Member, International Journal of Agent Technologies and Systems (IJATS), IGI Global, Expert Advisor, 2014-2014, (International)
  • [2014-2016] Ahli Jawatankuasa, Program Sarjana Pengurusan Teknologi Maklumat, Fakulti Sains Komputer dan Teknologi Maklumat, UM, Committee Member, 2014-2016, (University)
  • [2014] Committee Member, Global Research & Development Service Conferences, Global Research & Development Service, Committee Member, 2014-2014, (International)
  • [2014] International Editorial Board Member, International Institute of Science Engineering & Management, INTERNATIONAL INSTITUTE OF SCIENCE ENGINEERING & MANAGEMENT, Technical Advisor, 2014-2014, (International)
  • [2014] Expert Panel Assessor, Postgraduate Research Excellence Symposium (PGReS) 2014, University of Malaya, Expert Advisor, 2014-2014, (University)

EVALUATION ACTIVITIES
(Description), (Evaluation Activity),(Year).


  • [2020] Reviewer, Applied Soft Computing (ASOC), Article In Journal ,  (2020 - 2020)
  • [2020] Reviewer, IEEE Access, Article In Journal ,  (2020 - 2020)
  • [2020] Reviewer, Computer Applications in Engineering Education, Article In Journal ,  (2020 - 2020)
  • [2020] Reviewer, Journal of King Saud University, Article In Journal ,  (2020 - 2020)
  • [2020] Book Reviewer, CRC Press (Taylor & Francis Group), Book ,  (2020 - 2020)
  • [2020] Reviewer, SAGE Open, Article In Journal ,  (2020 - 2020)
  • [2020] Reviewer, Internation Journal of Mobile Communications (IJMC), Article In Journal ,  (2020 - 2020)
  • [2020] External Examiner (Thesis), An ABC Optimized Prediction Model for Type 2 Diabetes Mellitus Using SVM Classification, Thesis ,  (2020 - 2020)
  • [2020] Reviewer, Language, Culture and Curriculum, Article In Journal ,  (2020 - 2020)
  • [2019] Reviewer, International Conference on Innovations in Computer Science and Engineering (iCiCSE2019), Article In Proceeding ,  (2019 - 2019)
  • [2019] Reviewer, International Conference on Engineering and Computing (ICEEComp) 2019, Article In Proceeding ,  (2019 - 2019)
  • [2019] External Evaluator, The Research Council (TRC) of the Sultanate of Oman (ID Proposal 1), Research Grant ,  (2019 - 2019)
  • [2019] External Evaluator, The Research Council (TRC) of the Sultanate of Oman (ID Proposal 2), Research Grant ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - Data Augmentation On Medical Image Analysis, Thesis ,  (2019 - 2019)
  • [2019-2023] External Evaluator, Yayasan Universiti Teknologi Petronas-Fundamental Research Grant (YUTP-FRG) Project, Research Grant ,  (2019 - 2023)
  • [2019-2020] External Examiner, Diploma in Information Technology, International Institute of Management and Technology, Programme ,  (2019 - 2020)
  • [2019] Reviewer, International Conference on Recent Advances in Engineering, Computing and Applied Sciences (RAECAS2019), Article In Proceeding ,  (2019 - 2019)
  • [2019] Internal Examiner, Doctoral Thesis - Multi-Sensor Fusion And Deep Learning Framework For Automatic Human Activity Detection And Health Monitoring Using Motion Sensor Data, Thesis ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - Automatic Text Summarization in Malay Language Using Machine Learning Approach, Thesis ,  (2019 - 2019)
  • [2019] Internal Examiner, Doctoral Thesis - Evolving Fuzzy Clustering Approach (EFCA) For Discriminating Neutron And Gamma-Ray Pulses, Thesis ,  (2019 - 2019)
  • [2019] Reviewer, IEEE Access, Article In Journal ,  (2019 - 2019)
  • [2019] Reviewer, Journal of King Saud University, Article In Journal ,  (2019 - 2019)
  • [2019] Reviewer, Computers and Education, Article In Journal ,  (2019 - 2019)
  • [2019] Reviewer, International Journal of Information and Learning Technology, Article In Journal ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - MBTI Judging-Perceiving Dichotomy Personality Prediction On Online Social Forum, Thesis ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - A Comparative Study Of Sentiment Analysis Techniques On Malaysian Restaurant Review, Thesis ,  (2019 - 2019)
  • [2019] Reviewer, 13th International Power Engineering, Optimization and Computing Conference (PEOCO2019)., Article In Proceeding ,  (2019 - 2019)
  • [2019] Reviewer, Pertanika, Article In Journal ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - Emotion And Sentiment Analysis Of Mobile Payment Application In Malaysia, Thesis ,  (2019 - 2019)
  • [2019] Internal Examiner, Doctoral Thesis - Design And Evaluation Of Electronic Healthcare System Based On Cloud Computing Architecture To Improve Collaboration In Healthcare Organizations, Thesis ,  (2019 - 2020)
  • [2019] Internal Examiner, Master Dissertation - Automated Detection of Knee Osteoarthritis in Medical Image, Thesis ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - Leveraging Insights Through Retail Analytics, Thesis ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - Detecting Arabic Terrorism Messages On Twitter Using Machine Learning, Thesis ,  (2019 - 2019)
  • [2019] Reviewer, ICICT2019, Article In Proceeding ,  (2019 - 2019)
  • [2019] Internal Examiner, Master Dissertation - A Functional Model Of Electronic Health Records To Improve Quality Of Care Management And Patient Safety, Thesis ,  (2019 - 2019)
  • [2018] Reviewer, International Conference on Electrical Engineering and Computing (ICEEComp 2018), Article In Proceeding ,  (2018 - 2018)
  • [2018] Reviewer, International Journal of Knowledge Management Studies (IJKMS), Article In Journal ,  (2018 - 2019)
  • [2018] Reviewer, 12th International Power Engineering, Optimization and Computing Conference, Article In Proceeding ,  (2018 - 2018)
  • [2018] Reviewer, Global Edition of Hoffer, Ramesh and Topi, Modem Database Management, 13/e, Pearson, Book ,  (2018 - 2018)
  • [2018] Reviewer, Taylor's Internal Research Grant Application, Project ,  (2018 - 2018)
  • [2018] Reviewer, Malaysian Journal of Computer Science (MJCS), Article In Journal ,  (2018 - 2018)
  • [2018] Internal Examiner, Doctoral Thesis - Incremental Association Rule Mining Based On Intermediate Itemset Under Thresholds Changing, Thesis ,  (2018 - 2018)
  • [2018] Reviewer, IEEE Access, Article In Journal ,  (2018 - 2018)
  • [2018] Reviewer, Universiti Teknologi Petronas, YUTP-FRG Grant Application, Project ,  (2018 - 2018)
  • [2018] Reviewer, Sage Open, Article In Journal ,  (2018 - 2018)
  • [2017] Reviewer Asian Journal of Business and Accounting (AJBA), Article In Journal ,  (2017 - 2017)
  • [2017] Reviewer, The 1st International Conference on Industrial, Enterprise, and System Engineering (ICoIESE), Article In Proceeding ,  (2017 - 2017)
  • [2017] Internal Examiner, Doctoral Thesis - Increasing The Effectiveness Of Information Retrieval Systems Evaluation In Batch Experimentation., Thesis ,  (2017 - 2017)
  • [2017-2018] Internal Examiner, Doctoral Thesis - Predicting Factors Affecting Students' ICT Skills Using Extended UTAUT Model., Thesis ,  (2017 - 2018)
  • [2017] Reviewer, 3rd International Conference on Education (ICOED), Article In Proceeding ,  (2017 - 2017)
  • [2017] Internal Examiner, Master Dissertation - Theoretical Leadership Framework For Agile Project Management., Thesis ,  (2017 - 2018)
  • [2017] Reviewer of Project Proposal - TRCTress Sultanate of Oman, Project Proposal ,  (2017 - 2017)
  • [2017] Reviewer The 2nd International Conference on Information Technology, Information Systems, and Electrical Engineering (ICITISEE), Article In Proceeding ,  (2017 - 2017)
  • [2017] Reviewer, The 7th International Conference on Information and Communication Technologies (ICICT), Article In Proceeding ,  (2017 - 2017)
  • [2017-2018] Internal Examiner, Doctoral Thesis - An Enhanced Hybrid Personalized Recommender System., Thesis ,  (2017 - 2018)
  • [2017] Reviewer, Project Proposal - Taylor's Research Grant, Project Proposal ,  (2017 - 2017)
  • [2017-2018] Internal Examiner, Doctoral Thesis - Unified Framework For Spam Detection and Risk Assessment In Short Message Communication Media, Thesis ,  (2017 - 2018)
  • [2016] Internal Examiner for Doctoral Thesis - Effects Of Cognitive Skills On Reliability Of Crowdsourced Relevance Judgments In Information Retrieval Evaluation, Thesis ,  (2016 - 2016)
  • [2016] Reviewer, Asian Journal of Business and Accounting, Article In Journal ,  (2016)
  • [2016] Internal Examiner, Doctoral Thesis - A Hybrid Approach For Artificial Immune Recognition System, Thesis ,  (2016 - 2016)
  • [2016] Reviewer, Asian Social Science (ASS), Article In Journal ,  (2016 - 2016)
  • [2016] Internal Examiner, Master's Dissertation - A Hybrid Personality-aware Recommender for Movie, Thesis ,  (2016 - 2016)
  • [2016] Reviewer, Asian Journal of Business and Accounting (AJBA), Article In Journal ,  (2016 - 2016)
  • [2015] Reviewer, Taylor's Teaching and Learning Conference, Article In Proceeding ,  (2015 - 2015)
  • [2015] Reviewer, CSSR 2015-SoBeS-Social and Behavioural Science, Article In Proceeding ,  (2015 - 2015)
  • [2015] Reviewer, International Symposium on Mathematical Sciences and Computing (iSMSC), Article In Proceeding ,  (2015 - 2015)
  • [2015] Reviewer, Computer and Information Science (CIS), Article In Journal ,  (2015 - 2015)
  • [2015] Reviewer, International Conference on Research and Innovation in Information Systems (ICRIIS 2015), Article In Proceeding ,  (2015 - 2015)
  • [2015] Reviewer, Congress on Information and Communication Engineering (CICE 2015), Article In Proceeding ,  (2015 - 2015)
  • [2014] Reviewer - International Conference on Computational and Network Technologies (ICCNT), Article In Proceeding ,  (2014 - 2014)
  • [2014] Reviewer - Conference, Competition and Exhibition 2014 (CCE2014), Article In Proceeding ,  (2014 - 2014)
  • [2013] Reviewer - International Conference On Innovation Challenges In Multidisciplinary Research & Practice (ICMRP), Article In Proceeding ,  (2013 - 2013)

CONTRIBUTION TO SOCIETY
(Contribution To Society), (Level), (Start Date), (End Date).


  • [2020-2021] Ahli Jawatankuasa Surau dan Kerohanian FSKTM , (Ptj), 24/04/2020 until 23/06/2021
  • [2019] Sukarelawan, Program Minda Sihat Remaja Sihat, (Community), 07/09/2019 until 07/09/2019
  • [2019] Sukarelawan, Bengkel Jalinan Ceria, (Community), 21/02/2019 until 21/02/2019
  • [2019] Sukarelawan, Bengkel Celik IT, (Community), 14/02/2019 until 14/02/2019
  • [2018] Contributors, Program Komuniti Jualan Amal (Buy 4 Charity), Kaki Volunteers Malaysia, (Community), 01/11/2018 until 31/12/2018
  • [2018-2019] Ketua Projek, Program Celik Teknologi bersama PDK Sentosa, (Community), 01/09/2018 until 30/04/2019
  • [2018-2019] Ahli Jawatankuasa Surau dan Kerohanian FSKTM, (Ptj), 05/04/2018 until 04/04/2019
  • [2017] Projek Komuniti School Cancer Awareness Kit Campaign, (National), 04/05/2017 until 04/05/2017
  • [2017] Ahli Jawatankuasa, Bengkel Celik IT: Pembangunan Laman Web Projek Orang Asli, (National), 10/03/2017 until 10/03/2017
  • [2017] Program Task Force Community Engagement di Sekolah Sultan Alam Shah Putrajaya, (National), 22/02/2017 until 22/02/2017
  • [2017-2018] Ahli Jawatankuasa Surau dan Kerohanian FSKTM, (Ptj), 08/02/2017 until 07/02/2018
  • [2017] Ketua Projek, Program Celik IT Bersama Orang Asli 2017, (National), 01/01/2017 until 31/03/2017
  • [2016] Penaja, UM111 Fancy Dress 5KM Walk, (Ptj), 01/11/2016 until 11/11/2016
  • [2016] Sukarelawan, Bengkel Celik Teknologi Fasa 2, (Community), 01/11/2016 until 22/12/2016
  • [2016] Sukarelawan, Bengkel Train of Trainers: Adobe Illustrator, (University), 01/11/2016 until 10/11/2016
  • [2016] Ahli Jawatankuasa, Bengkel Celik Tekonologi Projek Taman Medan, (National), 01/06/2016 until 31/12/2016
  • [2016] Sukarelawan, Bengkel Celik IT: Pengurusan Maklumat. Projek Orang Asli 2016, (Community), 01/06/2016 until 30/11/2016
  • [2016] Sukarelawan UMCares, Projek Orang Asli, (University), 01/06/2016 until 31/03/2017
  • [2016] Ketua Projek, Program Celik IT Bersama Orang Asli, (Community), 01/06/2016 until 31/03/2017
  • [2016] Sukarelawan UMCares, Projek Taman Medan, (University), 01/05/2016 until 29/12/2016
  • [2015] Ketua Projek, Geran Community Engagement Seed Funding, UMCares - "Workshop of Web Development using WordPress, Movie Maker and Adobe Photoshop", (Community), 12/09/2015 until 13/09/2015
  • [2015] Penyelaras, "Workshop of Web Development using WordPress, Movie Maker and Adobe Photoshop" Untuk Rumah Kebajikan, (Community), 12/09/2015 until 13/09/2015
  • [2015] Peserta, Pameran Higher Education Week (HEWM) 2015 (Komuniti), (Country), 13/08/2015 until 16/08/2015
  • [2015] Participant, World Hemophilia Day 2015 Jogathon, (University), 16/05/2015 until 16/05/2015
  • [2015] Sukarelawan UMCares, Program Tabung Jalinan Budi Palestin, Tesco, (International), 01/04/2015 until 31/12/2015
  • [2015] Penyelaras, Majlis Penyerahan Set Komputer Kepada Projek Iqra', (Community), 01/01/2015 until 01/06/2015
  • [2014] Invited Blogger: "Today Mom" Campaign organized by Friso, (National), 22/11/2014 until 28/02/2014
  • [2014] Penyelaras, Bengkel Pembangunan Laman Web Bersama Rumah Kebajikan, (Community), 01/11/2014 until 02/11/2014
  • [2014] Ketua Projek, Geran Community Engagement Seed Funding, UMCares , (University), 20/06/2014 until 15/11/2014
  • [2014] Invited Blogger: Cancer Awareness Campaign organized by AXA AFFIN and National Cancer Society Malaysia (NCSM), (National), 08/11/2013 until 30/11/2013
  • [2014] Educational Blogger for Postgraduate Community, (Community), 01/11/2013 until 31/01/2014

INTELLECTUAL PROPERTY RIGHTS
(Product Name), (Type), (Reference), (Year), (Level).


  • 2Heal: Mental Health Screening Tool, COPYRIGHT, M.TNC2/UMCIC/603/6/20/26, 28/02/2020, (INTERNATIONAL)
  • UMNature , COPYRIGHT, UM.TNC2/UMCIC/603/6/20/25, 28/02/2020, (INTERNATIONAL)
  • Book Spot, COPYRIGHT, LY2017004628, 06/12/2017, (NATIONAL)
  • Low Back Pain Tool, COPYRIGHT, LY2017004624, 06/12/2017, (NATIONAL)
  • Methods For Mobile Recommenders, PATENT, PI 2014704109, 01/01/2015, (NATIONAL)
  • Learning Style based Information Seeking Tool, PATENT, PI 2014700803, 03/04/2014, (NATIONAL)

SUPERVISION


FIRST DEGREE/DIPLOMA/PRE-DEGREE
(Course Title), (Academic Session), (No. of Candidates)

Completed
  • Lung Cancer Image Classification Tool, 2019/2020, 1
  • Computer-Aided Diagnosis On Mammogram, 2018/2019, 1
  • UMood: A Mental Health Screening Tool, 2017/2018, 1
  • Supervision Monitoring System, 2017/2018, 1
  • Low Back Pain Tool, 2015/2016, 1
  • r-Class for Kelas Rakyat, 2015/2016, 1
  • A collaborative filtering recommender system for reading material, 2014/2015, 1
  • Systematic Literature Review Tool, 2014/2015, 1
  • e-Suggestion for Visually Impaired Student, 2014/2015, 1
  • Infertility Early Diagnosis Tool, 2014/2015, 1
  • Self-Help Psychotherapy System, 2014/2015, 1
  • Infertility Expert System (Best Department Project), 2014/2015, 1
  • Conference Selection Tool, 2014/2015, 1

Ongoing
  • Sentiment Analysis Tool for Election, 2019/2020, 1
POST GRADUATE STUDENT
(Name of Degree), (Name of Candidates), (Title of Thesis), (Academic Session)

Completed
  • Master Degree, Wan Siti Nur Aiza Binti Wan Othman, A Tag-based and Rating Recommender Technique for Academic Events, 2015/2016
  • Master Degree, Ourania Koutzampasopoulou Xanthidou, Framework for The Establishment of an Electronic medical Record Enviroment, 2015/2016
  • Doctoral Degree (phd), Monther Mustafa Abubaker Elaish, Adopting Persuasive Technology To Develop Mobile Game Application For Learning English Vocabulary, 2014/2015
  • Master Degree, Wala Yousif Eltayeb Elhassan, A Classification Model of Syria Conflict using Emotion Features, 2014/2015
  • Doctoral Degree (phd), Ghulam Mujtaba, Feature Engineering Techniques To Classify Cause Of Death From Forensic Autopsy Reports, 2014/2015
  • Doctoral Degree (phd), Alireza Tamjidyamcholo, EVALUATION MODEL FOR KNOWLEDGE SHARING IN INFORMATION SECURITY PROFESSIONAL VIRTUAL COMMUNITY, 2013/2014
  • Master Degree, Ikenna Brendan Iwuoha, Lexicon-based Keyword Formulation Technique in Systematic Literature Review, 2013/2014
  • Doctoral Degree (phd), Alireza Tamjidyamcholo, Evaluation Model For Knowledge Sharing In Information Security Professional Virtual Community, 2013/2014
  • Master Degree, Parukutty A/p Raman, Contextual Personalized Recommendation Technique for Academic Event Selection, 2012/2013
  • Doctoral Degree (phd), Ahmad Fadli Bin Saad, An Integrated Software Quality Model In A Fuzzy Analytical Hierarchy Process-Based Evaluation Framework For E-Learning Software, 2007/2008

Ongoing
  • Doctoral Degree (phd), Ghulam Murtaza, DEEP LEARNING-BASED BREAST CANCER DETECTION AND CLASSIFICATION USING HISTOPATHOLOGY IMAGES, 2019/2020
  • Doctoral Degree (phd), Maria Ijaz Baig, Investigating The Usability of VU-Learning Management System: A Ux Perspective, 2018/2019
  • Master Degree, Nur Baiti 'afini Binti Normadhi, Adaptive Learning Style Identification for Document Retrieval, 2016/2017
  • Doctoral Degree (phd), Anitha A, Expert Recommendation In Community Question Answering Using Metadata, 2014/2015

TEACHING
(Course Title), (Academic Session), (No of Student), (No of Contact Hours).


POST GRADUATE
  • WEB COMMERCE, 2018/2019(2), 11, 56
  • DATABASE MANAGEMENT, 2017/2018(1), 5, 42
FIRST DEGREE
  • BUSINESS ANALYTICS AND INTELLIGENCE, 2019/2020(1), 31, 42
  • DATABASE, 2019/2020(1), 66, 28
  • DATABASE ADMINISTRATION, 2019/2020(1), 7, 70
  • ADVANCED DATABASE, 2019/2020(1), 17, 42
  • DATABASE, 2018/2019(1), 7, 42
  • SYSTEM ANALYSIS, MODELING AND DESIGN, 2018/2019(2), 57, 56
  • DATA STRUCTURE, 2017/2018(2), 113, 126
  • INFORMATION SYSTEMS, 2017/2018(2), 29, 14
  • DATA STRUCTURE, 2016/2017(2), 35, 42
  • SYSTEM ANALYSIS, MODELING AND DESIGN, 2016/2017(2), 13, 56
  • INFORMATION SYSTEMS, 2015/2016(1), 95, 42
  • SYSTEM ANALYSIS, MODELING AND DESIGN, 2015/2016(2), 38, 56
  • ELECTRONIC COMMERCE, 2015/2016(1), 6, 42
  • SYSTEM ANALYSIS, MODELING AND DESIGN, 2014/2015(2), 50, 56
  • DATA STRUCTURE, 2014/2015(2), 40, 70
  • ORGANIZATIONAL THEORY, 2013/2014(2), 11, 42
  • SYSTEM ANALYSIS, MODELING AND DESIGN, 2013/2014(2), 29, 56
  • DATABASE, 2013/2014(1), 95, 28
  • SYSTEM ANALYSIS, MODELING AND DESIGN, 2013/2014(3), 11, 70
  • PRINCIPLES OF INFORMATION SYSTEMS, 2013/2014(1), 25, 14
  • DATABASE ADMINISTRATION, 2008/2009(2), 34, 30
  • SYSTEM ANALYSIS, MODELING AND DESIGN, 2008/2009(2), 93, 70