Curriculum Vitae

ASSOCIATE PROF. DR. NOR LIYANA BT MOHD SHUIB

Associate Professor
  • Department of Information System
    Faculty of Computer Science and Information Technology
  • +60379676415

BIOGRAPHY

Liyana Shuib obtained her Master of Information System (Data Mining) from Universiti Kebangsaan Malaysia in 2005 and a Ph.D. from the University of Malaya, Malaysia in 2013 respectively. She is an Associate Professor at the Department of Information Systems, Faculty of Computer Science & Information Technology, University of Malaya, Malaysia. She has published a number of journal papers and proceedings locally and internationally. Her research interests include personalization, e-learning, analytics, recommender system, data science, data mining, artificial intelligence application, and educational technology. She has won more than 20 awards from reputable innovation competition internationally. She is also a senior member of IEEE computing society, an active blogger and presently, the principal investigator of multiple research grant in the Faculty.

AREAS OF EXPERTISE

  • 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

ACADEMIC QUALIFICATION

  • PhD, (Sains Maklumat)
    Universiti Malaya (UM)
  • Master of Information Technology, (Sains dan Pengurusan Sistem)
    Universiti Kebangsaan Malaysia (UKM)
  • BCompSc(Hons)(Sistem Maklumat)(UTM), (Sistem Maklumat)
    Universiti Teknologi Malaysia, Skudai

ADMINISTRATIVE DUTIES

  • Task Force Member of Faculty Strategic Plan
    09 Sep 2021 - 08 Sep 2023 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2021-2023] Head of FSCIT Competition and Showcases
    01 Aug 2021 - 31 Jul 2023 (Dean Office, Faculty of Computer Science and Information Technology)
  • 15 Dec 2020 - 31 Dec 2023 (University Malaya)
  • Deputy Director
    01 Oct 2020 - 30 Sep 2022 (Academic Strategic Planning Centre, Deputy Vice-Chancellor (Academic and International))
  • [2019-2022] Ahli Jawatankuasa Kurikulum Program Sarjana Muda Sains Komputer (Sains Data)
    01 Jan 2019 - 03 Dec 2022 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2020-2022] Committee Member, Jawatankuasa Keselamatan dan Kesihatan Pekerjaan FSKTM
    24 Oct 2020 - 24 Oct 2022 (Dean Office, Faculty of Computer Science and Information Technology)
  • 04 Sep 2020 - 03 Sep 2022 (Dean Office, Faculty of Computer Science and Information Technology)
  • Member of Action Lab for UM Transformation Plan
    18 Feb 2021 - 17 Feb 2022 (University Malaya)
  • [2019-2021] Head of FSCIT Competition and Showcases Committee
    01 Aug 2019 - 31 Jul 2021 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2020] Ahli Jawatankuasa UM Meal Scholarship
    06 Mar 2020 - 31 Jan 2021 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2020-2021] Ahli Jawatankuasa Kantin FSKTM
    01 Mar 2020 - 28 Feb 2021 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2019-2021] Wakil Jabatan Sistem Maklumat Untuk Jawatankuasa Ijazah Dasar
    29 Aug 2019 - 28 Aug 2021 (Dean Office, Faculty of Computer Science and Information Technology)
  • Programme Coordinator
    01 Oct 2019 - 06 Oct 2021 (Department of Information System, Faculty of Computer Science and Information Technology)
  • Taskforce Polisi Dokumentasi Digital Universiti Malaya
    01 Sep 2021 - 30 Nov 2021 (University Malaya)
  • Task Force Member
    01 Oct 2020 - 31 Dec 2021 (University Malaya)
  • [2018-2020] Committee Member, Jawatankuasa Keselamatan dan Kesihatan Pekerjaan FSKTM
    24 Oct 2018 - 23 Oct 2020 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2019-2020] Academic Advisor for Bachelor of Computer Science (Data Science)
    01 Sep 2019 - 28 Jun 2020 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2019] AJK, Hari Keluarga FSKTM 2019
    13 Dec 2019 - 15 Dec 2019 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2019] Sekretariat, Persidangan Kebangsaan Jenayah Komersil 2019: Ancaman dan Pendekatan Teknologi Siber
    07 Nov 2019 - 07 Nov 2019 (National)
  • [2019] Committee, Academic Collaboration Programme
    19 Aug 2019 - 21 Aug 2019 (International)
  • Programme Coordinator
    01 Sep 2017 - 31 Jul 2019 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2017 - 2019] Head, Task Force Competition and Showcases
    01 Aug 2017 - 31 Jul 2019 (Dean Office, Faculty of Computer Science and Information Technology)
  • Coordinator, Data Visualization For Business Intelligence Workshop
    09 Jul 2019 - 09 Jul 2019 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2018] Secretary and Treasurer, Applied Analytics Using SAS Enterprise Miner Workshop
    23 Jan 2018 - 25 Jan 2018 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2017] Examiner Committee for Postgraduate Programme
    06 Nov 2017 - 04 Feb 2018 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2018] Secretary, Research Grant Writing Workshop 2018
    01 Jan 2018 - 22 Feb 2018 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2018] Committee, Workshop on Applied Analytics Using SAS Enterprise Miner, ASEAN Data Science Explorers Enablement Sessions
    09 Apr 2018 - 09 Apr 2018 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2018] Committee, Deans Cup
    01 May 2018 - 31 May 2018 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2017-2018] Ahli Jawatankuasa Keselamatan dan Kesihatan Pekerjaan (JKK) Universiti Malaya, Fakulti Sains Komputer dan Teknologi Maklumat.
    24 Oct 2017 - 23 Oct 2018 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2018] Ahli Jawatankuasa Kurikulum Sarjana Muda Sains Komputer (Sains Data)
    05 Jan 2018 - 31 Dec 2018 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2017] Secretary, iDay 2017
    17 Nov 2017 - 17 Nov 2017 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2016-2017] Committee Member, Task Force Competition
    01 Aug 2016 - 31 Jul 2017 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2016-2017] Committee Member, Task Force Community Service
    19 Dec 2016 - 29 Jul 2017 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2017] Secretary, The International Workshop On Data Analytics 2017
    17 Jul 2017 - 18 Jul 2017 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2017] Advisor, Majlis Anugerah Pelajar
    05 May 2017 - 05 May 2017 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2017] Advisor, Dean's Cup 2017
    14 Apr 2017 - 16 Apr 2017 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2015-2017] Committee Member, Master of Information Technology Programme
    22 Jan 2015 - 21 Jan 2017 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2016] Organizing Committee (Treasurer), The International Workshop on Set Theories in Information Systems (STIS 2016)
    01 Jan 2016 - 31 May 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2014-2016] Committee Member, Masters of Information Technology Management
    08 Nov 2014 - 31 Jul 2016 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2014-2016] Committee Member, Task Force Competition
    01 Aug 2014 - 31 Jul 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2016] Head of Committee, iDay 2016
    01 Aug 2016 - 30 Nov 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2016] Committee, IS Department Staff Development Workshop
    15 Nov 2016 - 07 Dec 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2016] Head of Committee of Celik IT Programme
    01 Jul 2016 - 31 Dec 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2014-2015] Committee of MobileAppsTEC Competition
    28 Nov 2014 - 27 Nov 2015 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2015] Committee Member, iDay 2015
    23 Oct 2015 - 23 Oct 2015 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2015] Organizing Committee, Workshop of Web Development
    12 Sep 2015 - 13 Sep 2015 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2015] Organizing Committee (Treasurer and Registration), Research Seminar 2015 on Big Data
    01 May 2015 - 31 Aug 2015 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2015] Head of Registration and Hospitality, Postgraduate Research Excellence Symposium 2015
    27 Jan 2015 - 09 Jun 2015 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2015] Organizing Committee, Android Application Development Training
    02 Feb 2015 - 10 Mar 2015 (Dean Office, Faculty of Computer Science and Information Technology)
  • [2014] Head of Organizing Committee, Data Mining Using IBM SPSS Modeler Workshop
    01 Jul 2014 - 27 Nov 2014 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2014] Project Leader of Website Development With Orphan House Workshop
    01 Nov 2014 - 02 Nov 2014 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2013] Head of Organizing Committee, Introduction to IBM SPSS Modeler and Data Mining Workshop
    08 Nov 2013 - 24 Dec 2013 (Department of Information System, Faculty of Computer Science and Information Technology)
  • [2013] Postgraduate Research Excellence Symposioum 2013 Secretariat
    14 May 2013 - 22 May 2013 (Dean Office, Faculty of Computer Science and Information Technology)

MEMBERSHIPS

  • IEEE , MEMBER
    2020 to 2023 (International)
  • INFORMATION RETRIEVAL AND KNOWLEDGE MANAGEMENT SOCIETY (PECAMP), LIFE MEMBER
    Since 2018 (National)
  • INTERNATIONAL POSTGRADUATE NETWORK (IPN NETWORK), SENIOR FELLOW
    Since 2014 (International)
  • INTERNATIONAL ASSOCIATION OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, MEMBER
    Since 2009 (International)
  • AHLI JAWATANKUASA PEMILIHAN KEMASUKAN BAGI PROGRAM IJAZAH PERTAMA SESI 2021/2022, MEMBER
    2021 to 2022 (University)
  • PROGRAM ADVISOR FOR THE MICROSOFT LEARN FOR EDUCATORS PROGRAM, COMMITTEE MEMBER
    2021 to 2022 (National)
  • PANEL PENASIHAT AKADEMIK, COMMITTEE MEMBER
    2020 to 2022 (University)
  • AHLI JAWATANKUASA TASKFORCE PEMBANGUNAN SISTEM PENGURUSAN PROGRAM AKADEMIK (IPACS) UNIVERSITI MALAYA, COMMITTEE MEMBER
    2020 to 2021 (University)
  • AHLI JAWATANKUASA TASKFORCE KAJIAN SEMULA YURAN PROGRAM IJAZAH PERTAMA DAN IJAZAH TINGGI, COMMITTEE MEMBER
    2020 to 2021 (University)
  • PENYELARAS PROGRAM SARJANA MUDA SAINS KOMPUTER (SAINS DATA), COMMITTEE MEMBER
    2019 to 2021 (University)
  • IEEE, MEMBER
    2016 to 2020 (International)
  • INSTITUTE OF RESEARCH ENGINEERS AND DOCTORS , MEMBER
    2015 to 2018 (International)
  • MALAYSIAN NATIONAL COMPUTER CONFEDERATION, MEMBER
    2013 to 2015 (University)
  • GLOBAL RESEARCH & DEVELOPMENT SERVICE , COMMITTEE MEMBER
    2015 to present (International)

AWARD AND STEWARDSHIP

  • Gold Award
    MNNF Network, 2022 (National)
  • EXCELLENCE SERVICE AWARD
    University of Malaya, 2022 (University)
  • [2021] Silver Award, INTERNATIONAL EXPO OF INNOVATION PRODUCT AND SYSTEM DESIGN (In-ViDE)
    UNIMAP, 2021 (National)
  • [2021] Silver Award, Innovation Creativity Exhibition 2019 (ICE)
    KUPTM, 2021 (National)
  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2020 (University)
  • 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 of Malaya, 2019 (University)
  • EXCELLENCE SERVICE AWARD
    University of 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] Gold Award, International Invention And Innovative Competition - AcadEvent
    MNNF Network, 2017 (International)
  • [2017] Gold Award, International Invention And Innovative Competition - Low Back Pain Tool
    MNNF Network, 2017 (International)
  • [2017] Diamond Award, International Invention And Innovative Competition - ALEPS
    MNNF Network, 2017 (International)
  • [2017] Bronze Award, Invention, Innovation & Design Exposition (IIDEX2017) - Competition Planning and Monitoring System
    Universiti Teknologi MARA (UiTM) Shah Alam, 2017 (International)
  • [2017] Silver Award, Invention, Innovation & Design Exposition (IIDEX2017) - Event Recommender System
    Universiti Teknologi MARA (UiTM) Shah Alam, 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 of 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] Special Award, World Invention Innovation Contest (WiC2015) - Book Spot!
    Asia Invention Association, Seoul, Korea, 2015 (International)
  • [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] Gold Medal, International Engineering & Innovation Exhibition (iENVEX 2015) - Book Spot!
    UniMAP, Perlis, 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] 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] Gold, National Invention Innovation Design and Research (NIIDR) - Book Spot!
    Universiti Teknologi Mara, 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] Silver, National Invention Innovation Design and Research (NIIDR) - Conference Selection Tool
    Universiti Teknologi Mara, 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, 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 Medal, International Engineering & Innovation Exhibition (iENVEX 2015) - Augmented Product Demonstration
    Universiti Malaysia Perlis, 2015 (International)
  • [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)
  • [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)

PUBLICATIONS

Article in Journal
WoS
  1. Anandhan, Anitha; Ismail, Maizatul Akmar; Shuib, Liyana (2022). EXPERT RECOMMENDATION THROUGH TAG RELATIONSHIP IN COMMUNITY QUESTION ANSWERING, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 35(3), 201-221. doi:10.22452/mjcs.vol35no3.2
  2. Anandhan, Anitha; Ismail, Maizatul Akmar; Shuib, Liyana; Aiza, Wan Siti Nur; Elaish, Monther M. (2022). Social Media Recommender Systems (SMRS): A Bibliometric Analysis Study 2000-2021, IEEE ACCESS. 10(), 35479-35497. doi:10.1109/ACCESS.2022.3161497
  3. Sabri, Shima; Gani, Abdullah; Yadegaridehkordi, Elaheh; Eke, Christopher Ifeanyi; Shuib, Liyana (2022). A Survey on Mobile Learning for Adult Learners: State-of-the-Art, Taxonomy, and Challenges, IEEE ACCESS. 10(), 83884-83897. doi:10.1109/ACCESS.2022.3195285
  4. Sabri, Shima; Gani, Abdullah; Yadegaridehkordi, Elaheh; Othman, Shuhadah; Miserom, Faizah; Shuib, Liyana (2022). A Framework for Mobile Learning Acceptance Amongst Formal Part-Time Learners: From the Andragogy Perspective, IEEE ACCESS. 10(), 61213-61227. doi:10.1109/ACCESS.2022.3178718
  5. Win, Myat Noe; Ravana, Sri Devi; Shuib, Liyana (2022). SENTIMENT ATTRIBUTION ANALYSIS WITH HIERARCHICAL CLASSIFICATION AND AUTOMATIC ASPECT CATEGORIZATION ON ONLINE USER REVIEWS, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 35(2), 89-110. doi:10.22452/mjcs.vol35no2.1
  6. Alghazi, S. S., Kamsin, A., Almaiah, M. A., Wong, S. Y., & Shuib, L. (2021). For Sustainable Application of Mobile Learning: An Extended UTAUT Model to Examine the Effect of Technical Factors on the Usage of Mobile Devices as a Learning Tool. Sustainability, 13(4), 22. doi: 10.3390/su13041856
  7. Baig, Maria Ijaz; Shuib, Liyana; Yadegaridehkordi, Elaheh (2021). A Model for Decision-Makers' Adoption of Big Data in the Education Sector, SUSTAINABILITY. 13(24), . doi:10.3390/su132413995
  8. Baig, Maria Ijaz; Shuib, Liyana; Yadegaridehkordi, Elaheh (2021). E-learning adoption in higher education: A review, INFORMATION DEVELOPMENT. (), . doi:10.1177/02666669211008224
  9. Balakrishnan, V., & Shuib, N. L. M. (2021). Drivers and inhibitors for digital payment adoption using the Cashless Society Readiness-Adoption model in Malaysia. Technology in Society, 65, 9. doi: 10.1016/j.techsoc.2021.101554
  10. Chiroma, Haruna; Abdulhamid, Shafi'i M.; Hashem, Ibrahim A. T.; Adewole, Kayode S.; Ezugwu, Absalom E.; Abubakar, Saidu; Shuib, Liyana (2021). Deep Learning-Based Big Data Analytics for Internet of Vehicles: Taxonomy, Challenges, and Research Directions, MATHEMATICAL PROBLEMS IN ENGINEERING. 2021(), . doi:10.1155/2021/9022558
  11. Dwarakanath, L., Kamsin, A., Rasheed, R. A., Anandhan, A., & Shuib, L. (2021). Automated Machine Learning Approaches for Emergency Response and Coordination via Social Media in the Aftermath of a Disaster: A Review. Ieee Access, 9, 68917-68931. doi: 10.1109/access.2021.3074819
  12. Eke, C. I., Norman, A. A., & Shuib, L. (2021). Context-Based Feature Technique for Sarcasm Identification in Benchmark Datasets Using Deep Learning and BERT Model. IEEE Access, 9, 48501-48518. doi: 10.1109/access.2021.3068323
  13. Eke, C. I., Norman, A. A., & Shuib, L. (2021). Multi-feature fusion framework for sarcasm identification on twitter data: A machine learning based approach. Plos One, 16(6), 32. doi: 10.1371/journal.pone.0252918
  14. Elaish, Monther M.; Shuib, Liyana; Hwang, Gwo-Jen; Ghani, Norjihan Abdul; Yadegaridehkordi, Elaheh; Zainuddin, Siti Zaidah (2021). Mobile English language learning: a systematic review of group size, duration, and assessment methods, COMPUTER ASSISTED LANGUAGE LEARNING. (), . doi:10.1080/09588221.2021.1931341
  15. Murtaza, G., Wahab, A. W. A., Raza, G., & Shuib, L. (2021). A tree-based multiclassification of breast tumor histopathology images through deep learning. Computerized Medical Imaging and Graphics, 89, 17. doi: 10.1016/j.compmedimag.2021.101870
ESCI
  1. Gambo, F. L.; Wajiga, G. M.; Shuib, L.; Garba, E. J.; Abdullahi, A. A.; Bisandu, D. B. (2022). Performance Comparison of Convolutional and Multiclass Neural Network for Learning Style Detection from Facial Images, EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS. 9(35), . doi:10.4108/eai.20-10-2021.171549
Scopus
  1. Anandhan A., Ismail M.A., Shuib L. (2022). EXPERT RECOMMENDATION THROUGH TAG RELATIONSHIP IN COMMUNITY QUESTION ANSWERING, Malaysian Journal of Computer Science. 35(3), 201-221. doi:10.22452/MJCS.VOL35NO3.2
  2. Anandhan A., Ismail M.A., Shuib L., Aiza W.S.N., Elaish M.M. (2022). Social Media Recommender Systems (SMRS): A Bibliometric Analysis Study 2000-2021, IEEE Access. 10(), 35479-35497. doi:10.1109/ACCESS.2022.3161497
  3. Gambo F.L., Wajiga G.M., Shuib L., Garba E.J., Abdullahi A.A., Bisandu D.B. (2022). Performance Comparison of Convolutional and Multiclass Neural Network for Learning Style Detection from Facial Images, EAI Endorsed Transactions on Scalable Information Systems. 9(35), . doi:10.4108/eai.20-10-2021.171549
  4. Sabri S., Gani A., Yadegaridehkordi E., Eke C.I., Shuib L. (2022). A Survey on Mobile Learning for Adult Learners: State-of-the-Art, Taxonomy, and Challenges, IEEE Access. 10(), 83884-83897. doi:10.1109/ACCESS.2022.3195285
  5. Sabri S., Gani A., Yadegaridehkordi E., Othman S., Miserom F., Shuib L. (2022). A Framework for Mobile Learning Acceptance Amongst Formal Part-Time Learners: From the Andragogy Perspective, IEEE Access. 10(), 61213-61227. doi:10.1109/ACCESS.2022.3178718
  6. Win M.N., Ravana S.D., Shuib L. (2022). SENTIMENT ATTRIBUTION ANALYSIS WITH HIERARCHICAL CLASSIFICATION AND AUTOMATIC ASPECT CATEGORIZATION ON ONLINE USER REVIEWS, Malaysian Journal of Computer Science. 35(2), 89-110. doi:10.22452/mjcs.vol35no2.1
Others
  1. Tajudeen, F. P., Sulaiman, A., Ramli, S. Q., Azali, N. S., & Shuib, L. (2021). E-BRIM usage by B40 citizens: the role of citizens' trust and computer self-efficacy. Electronic Government, an International Journal, 17(2), 144-159.
  2. Abu Bakar, MFR; Idris, N; Shuib, L; Khamis, N 2020. Sentiment Analysis of Noisy Malay Text: State of Art, Challenges and Future Work. IEEE ACCESS
  3. Baig, M. I., Shuib, L., & Yadegaridehkordi, E. (2020). Big data in education: A state of the art, limitations, and future research directions. International Journal of Educational Technology in Higher Education, 17(1)
  4. 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
  5. Chiroma, H., Ezugwu, A. E., Jauro, F., Al-Garadi, M. A., Abdullahi, I. N., & Shuib, L. (2020). Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks. PeerJ Computer Science, 6, e313.
  6. Ghulam Murtaza, Liyana Shuib, Ainuddin Wahid Abdul Wahab, Ghulam Mujtaba, Ghulam Raza. (2020). Ensembled deep convolution neural network-based breast cancer classification with misclassification reduction algorithms. Multimedia Tools and Applications. 79:18447 18479
  7. Hossein Arabi, Vimala Balakrishan & Norliyana Mohd Shuib (2020) A Context-Aware Personalized Hybrid Book Recommender System, Journal of Web Engineering, 19 (3-4), 405-428
  8. Madadipouya, K., Shuib, L and Hamid, S. A Scientometric Analysis on Mobile Recommender Systems. J. of Mobile Communications.
  9. Maitama, J. Z., Idris, N., Abdi, A., Shuib, L., & Fauzi, R. (2020). A Systematic Review on Implicit and Explicit Aspect Extraction in Sentiment Analysis. IEEE Access, 8, 194166 194191.
  10. 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.
  11. 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.
  12. 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.
  13. Yadegaridehkordi, E., Hourmand, M., Nilashi, M., Alsolami, E., Samad, S., Mahmoud, M., . . . Shuib, L. (2020). Assessment of sustainability indicators for green building manufacturing using fuzzy multi-criteria decision making approach. Journal of Cleaner Production, 277
  14. 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
  15. 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.
  16. 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.
  17. Baig, M. I., Shuib, L., & Yadegaridehkordi, E. (2019). Big data adoption: State of the art and research challenges. Information Processing and Management, 56(6).
  18. 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.
  19. 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.
  20. 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.
  21. 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)
  22. 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.
  23. 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
  24. 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.
  25. 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.
  26. 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
  27. 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.
  28. 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.
  29. 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
  30. 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.
  31. 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.
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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).
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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.
  43. 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
  44. 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.
  45. 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
  46. 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
  47. 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.
  48. 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.
  49. 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.
  50. 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
  51. 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
  52. 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.
  53. 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.
  54. 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).
  55. 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
  56. 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.
  57. 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.
  58. 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.
  59. 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).
  60. 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).
  61. 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.
  62. 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.
  63. 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
  64. 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.
  65. 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)
Chapter in Books
  1. 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.
  2. 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
  3. 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
  4. 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.
  5. 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.
  6. 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 Proceeding
  1. Elaish, M. M., Hussein, M. H., Shuib, L., Wan Ahmad W. F. and Becker, K. (2021) "A Proposed Gamification Elements of Educational Games," 2021 International Conference on Computer & Information Sciences (ICCOINS), 2021, pp. 14-17, doi: 10.1109/ICCOINS49721.2021.9497179.
  2. 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.
  3. 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.
  4. 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)
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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).
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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
  22. 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.
  23. 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).
  24. Shuib, L. et al. Reading Material Personalization Searching in E-Learning, 2015 Global Conference On Teaching And Learning With Technology. 2015.
  25. 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.
  26. 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
  27. 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.
  28. 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.
  29. 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
  30. 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.
  31. 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).
  32. 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.
  33. 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.
  34. 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.
  35. 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.

RESEARCH PROJECT

National
  1. 2021 - 2024, Fundamental Research Grant Scheme (FRGS)
    An Integrated Approach Of Machine Learning And Metabolomics For Investigating Botanical Origin And Authenticity Of Malaysian Stingless Bee (kelulut) Honey ( Co-Researcher)
  2. 2021 - 2023, Others MOHE
    Data And Platform Democratization Using Self-serve Intelligent Integrated Data Wrangling Sandbox And Platform For Organizational Big Data Adoption ( Co-Researcher)
  3. 2020 - 2021, Covid-19 Special Research Grant
    Covid 19 Pandemic: The Impact Of Movement Control Order (mco) On Women s Emotional Wellbeing ( Co-Researcher)
  4. 2020 - 2021, Geran Penyelidikan Dalaman KUPTM
    Student Centered Online Leaming using Mobile Application (ONE Learning App), Kolej Universiti Poly-Tech MARA Kuala Lumpur ( Co-Researcher)
  5. 2020 - 2020, GERAN KHAS COVID-19 (URG-MG) 2020
    Contributing Factors of Higher Institution Learners towards Mobile Learning and its guideline usage during the Movement Control Order, Kolej Komuniti Kementerian Pengajian Tinggi Malaysia ( Co-Researcher)
  6. 2015 - 2015, Kementerian Pendidikan Malaysia
    Demand-Driven Innovation Project By Public- Private Research Network (PPRN)Grant ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • Kajian Penyediaan Blueprint Pendigitalan Perkhidmatan Kpdnhep Secara End-to-End dan Big Data, Kementerian Perdagangan Dalam Negeri Dan Hal Ehwal Pengguna (KPDNHEP), Consultant
    15 Aug 2021 - 14 Jun 2022 (National)
  • Consultant, Sentiment Analysis Project - Cloud Connect Sdn Bhd, CLOUD CONNECT SDN BHD
    01 Apr 2019 - 01 Apr 2019 (National)

PAPER PRESENTED

INVITED SPEAKER
  1. Methods of Data Collection: Quantitative (Survey Method), BCA2613 COMMUNICATION RESEARCH, Quest International University (National) (17 Aug 2022 - 17 Aug 2022)
  2. Data Collection: Sampling and Analysis, Basic Reseach for Healthcare Professional Bootcamp, Program Pengimejan Diagnostik & Radioterapi (PDR), Fakulti Sains Kesihatan (FSK), UKM (National) (29 Jun 2019 - 29 Jun 2019)
  3. How to publish?, Knowledge Sharing with CITra, CITra (University) (18 Apr 2019 - 18 Apr 2019)
  4. How to Write Background of Study, HKL Radiology Research Day, Jabatan Radiologi, HKL (National) (01 Mar 2019 - 01 Mar 2019)
  5. Recommender System and Its Application, Recommender System Technologi Technical Talk, Universiti Teknologi MARA (Perlis) (University) (15 Apr 2015 - 15 Apr 2015)
  6. Systematic Literature Review in Information System, 2nd Internation Conference on Science & Technology, Global Research and Development Services (International) (17 Jun 2014 - 17 Jun 2014)
ORAL PRESENTER
  1. A Proposed Gamification Elements of Educational Games, International Conference on Computer & Information Sciences (ICCOINS), Unoversiti Teknologi Petronas (International) (13 Jul 2021 - 15 Jul 2021)
POSTER PRESENTER
  1. Projek Celik IT bersama Orang Asli, Persidangan Akdemia Komuniti Universiti Malaya 2016, UMCares, UM (University) (15 Nov 2016 - 16 Nov 2016)
PRESENTER
  1. Breast cancer classification using digital biopsy histopathology images through transfer learning, International Conference Computer Science and Engineering (IC2SE 2019), Universitas Putra Indonesia "YPTK" (International) (26 Apr 2019 - 27 Apr 2019)
  2. Recommender System For Academic Event, Knowledge Sharing Session, FCSIT, UM (University) (06 Feb 2018 - 06 Feb 2018)
  3. AcadEvent: Recommender System for Academic Events, Knowledge Sharing Session FCSIT, Faculty of Computer & Information Technology (Others) (06 Feb 2018 - 06 Feb 2018)
  4. AcadEvent: Recommender System for Academic Events, 1st International Conference On Industrial, Enterprise, And System Engineering, Telkom University, Indonesia (International) (28 Nov 2017 - 28 Nov 2017)
  5. ICT Skill Enhancement Programme for Orang Asli, Persidangan Akademia-Komuniti Universiti Malaya 2016, Pusat Komuniti dan Kelestarian Universiti Malaya (University) (15 Nov 2016 - 16 Nov 2016)
  6. Reading Material Personalization Searching in E-Learning, Global Conference On Teaching And Learning With Technology, Aventis School of Management (International) (10 Jun 2015 - 11 Jun 2015)
  7. Collaborative Recommender System: A Review, International Conference On Advances In Computing, Electronics, And Electrical Technology (CEET 2015), Institute Of Resaerch Engineers And Doctors (International) (11 Apr 2015 - 12 Apr 2015)
  8. Fuzzy Multi-Criteria Evaluation Of Research Materials Based On Learning Style, Conference, Competition and Exhibition 2014 (CCE2014), Politeknik Seberang Perai (National) (24 Jun 2014 - 25 Jun 2014)
  9. 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, University of Cambridge (International) (01 Apr 2014 - 01 Apr 2014)
  10. LSIST: Learning Style Based Information Seeking Tool, 8th International Conference on Intelligent Information Processing, Seoul, Republic of Korea (International) (01 Sep 2013 - 01 Sep 2013)
  11. Towards adaptive information seeking tool based on learning styles, Post Graduate Research Excellence Symposium (PGReS), FSKTM, UM (University) (13 Oct 2011)
  12. The Use of Information Retrieval Tools: a Study of Computer Science Postgraduate Students, International Conference on Science and Social Research (CSSR 2010), IEEE Computer Society (International) (01 Sep 2010 - 01 Sep 2010)
  13. Ascertain the Information Seeking Behavior of Computer Science Students, International Conference on Libraries, Information and Society (ICoLIS 2010), University of Malaya (International) (01 Sep 2010 - 01 Sep 2010)
  14. Performance Study on Data Discretization Techniques Using Nutrition Dataset, International Symposium on Computing, Communication, and Control (ISCCC 2009), Nanyang Technological University, Singapore (International) (01 Oct 2009 - 01 Oct 2009)
  15. Building a New Taxonomy for Data Discretization Techniques, Second Conference of Data Mining and Optimization, Universiti Kebangsaan Malaysia (International) (01 Sep 2009 - 01 Sep 2009)
  16. Agent Based Preprocessing, International Conference on Intelligence and Advance Systems, Universiti Teknologi Petronas (International) (01 May 2007 - 01 May 2007)

ACADEMIC/PROFESSIONAL SERVICES

Evaluation
  1. (2023) Internal Assessor for UM Intellectual Property, University, (Internal Assessor)
  2. (2022) Detection of Suicide Ideation During Covid-19 Pandemic in Malaysia, University, (Internal Examiner)
  3. (2022) External Examiner for Master of Data Science, Help University, National, (External Examiner)
  4. (2022) External Examiner, Phd Thesis, University of Kwazulu-Natal, South Africa, International, (External Examiner)
  5. (2022) External Examiner, Phd Thesis, Uia, National, (External Examiner)
  6. (2022) [2020-2022] Advisory Board for Journal of Computing Research and Innovation, Uitm Perlis, National, (External Assessor)
  7. (2022) Application of Knowledge Graph On Industrial Equipment Design Knowledge, University, (Internal Examiner)
  8. (2021) Pemeriksa Dalam Peperiksaan Semester 1 Sesi 2020/2021, University, (Internal Examiner)
  9. (2021) Internal Evaluator for Academic Project I and Ii, University, (Internal Evaluator)
  10. (2021) 2020 External Advisor for Kolej Vokasional Kuala Kangsar, National, (External Evaluator)
  11. (2021) Penasihat Luar (External Advisor) Program Diploma Pengurusan Perniagaan, National, (External Evaluator)
  12. (2020) [2020] Reviewer, Internation Journal of Mobile Communications (IJMC), (Reviewer)
  13. (2020) [2020] Reviewer, IEEE Access , (Reviewer)
  14. (2020) [2020] Reviewer, Language, Culture and Curriculum, (Reviewer)
  15. (2020) [2020] Reviewer, Applied Soft Computing (ASOC) , (Reviewer)
  16. (2020) [2020] External Examiner (Thesis), An ABC Optimized Prediction Model for Type 2 Diabetes Mellitus Using SVM Classification , (External Examiner)
  17. (2020) [2020] Reviewer, SAGE Open, (Reviewer)
  18. (2020) Internal Assessor for UMCARES, University, (Internal Assessor)
  19. (2020) [2020] Reviewer, Journal of King Saud University, (Reviewer)
  20. (2020) [2020] Reviewer, Computer Applications in Engineering Education , (Reviewer)
  21. (2020) [2020-2021] Penasihat Luar Program Diploma Pengurusan Perniagaan, Kolej Vokasional Kuala Kangsar, (External Examiner)
  22. (2020) [2020-2022] Advisory Board for Journal of Computing Research and Innovation, (Advisory Committee)
  23. (2020) [2020] Book Reviewer, CRC Press (Taylor & Francis Group) , (Reviewer)
  24. (2019) [2019] Reviewer, International Journal of Information and Learning Technology, (Reviewer)
  25. (2019) [2019] Internal Examiner, Master Dissertation - A Comparative Study Of Sentiment Analysis Techniques On Malaysian Restaurant Review, (Internal Examiner)
  26. (2019) [2019] Internal Examiner, Master Dissertation - Data Augmentation On Medical Image Analysis, (Internal Examiner)
  27. (2019) [2019] Reviewer, 13th International Power Engineering, Optimization and Computing Conference (PEOCO2019). , (Reviewer)
  28. (2019) [2019] Reviewer, Pertanika , (Reviewer)
  29. (2019) [2019] Internal Examiner, Master Dissertation - Leveraging Insights Through Retail Analytics, (Internal Examiner)
  30. (2019) [2019] Internal Examiner, Master Dissertation - Emotion And Sentiment Analysis Of Mobile Payment Application In Malaysia, (Internal Examiner)
  31. (2019) [2019] Internal Examiner, Master Dissertation - Automated Detection of Knee Osteoarthritis in Medical Image, (Internal Examiner)
  32. (2019) [2019] Internal Examiner, Master Dissertation - Detecting Arabic Terrorism Messages On Twitter Using Machine Learning, (Internal Examiner)
  33. (2019) [2019] Reviewer, ICICT2019, (Reviewer)
  34. (2019) [2019] Internal Examiner, Master Dissertation - A Functional Model Of Electronic Health Records To Improve Quality Of Care Management And Patient Safety , (Internal Examiner)
  35. (2019) [2019] Internal Examiner, Master Dissertation - MBTI Judging-Perceiving Dichotomy Personality Prediction On Online Social Forum, (Internal Examiner)
  36. (2019) [2019] Internal Examiner, Doctoral Thesis - Design And Evaluation Of Electronic Healthcare System Based On Cloud Computing Architecture To Improve Collaboration In Healthcare Organizations, (Internal Examiner)
  37. (2019) [2019] Reviewer, Computers and Education, (Reviewer)
  38. (2019) [2019] External Evaluator, The Research Council (TRC) of the Sultanate of Oman (ID Proposal 1) , (External Examiner)
  39. (2019) [2019] Reviewer, Journal of King Saud University, (Reviewer)
  40. (2019) [2019] Reviewer, International Conference on Innovations in Computer Science and Engineering (iCiCSE2019), (Reviewer)
  41. (2019) [2019] Reviewer, International Conference on Engineering and Computing (ICEEComp) 2019 , (Reviewer)
  42. (2019) [2019] External Evaluator, The Research Council (TRC) of the Sultanate of Oman (ID Proposal 2) , (External Examiner)
  43. (2019) [2019-2023] External Evaluator, Yayasan Universiti Teknologi Petronas-Fundamental Research Grant (YUTP-FRG) Project , (External Examiner)
  44. (2019) [2019-2020] External Examiner, Diploma in Information Technology, International Institute of Management and Technology , (External Examiner)
  45. (2019) [2019] Reviewer, International Conference on Recent Advances in Engineering, Computing and Applied Sciences (RAECAS2019), (Reviewer)
  46. (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, (Internal Examiner)
  47. (2019) [2019] Internal Examiner, Master Dissertation - Automatic Text Summarization in Malay Language Using Machine Learning Approach , (Internal Examiner)
  48. (2019) [2019] Internal Examiner, Doctoral Thesis - Evolving Fuzzy Clustering Approach (EFCA) For Discriminating Neutron And Gamma-Ray Pulses, (Internal Examiner)
  49. (2019) [2019] Reviewer, IEEE Access, (Reviewer)
  50. (2018) [2018] Reviewer, IEEE Access , (Reviewer)
  51. (2018) [2018] Reviewer, Taylor's Internal Research Grant Application , (Reviewer)
  52. (2018) [2018] Reviewer, Malaysian Journal of Computer Science (MJCS), (Reviewer)
  53. (2018) [2018] Internal Examiner, Doctoral Thesis - Incremental Association Rule Mining Based On Intermediate Itemset Under Thresholds Changing , (Internal Examiner)
  54. (2018) [2018] Reviewer, 12th International Power Engineering, Optimization and Computing Conference , (Reviewer)
  55. (2018) [2018] Reviewer, Universiti Teknologi Petronas, YUTP-FRG Grant Application, (Reviewer)
  56. (2018) [2018] Reviewer, International Conference on Electrical Engineering and Computing (ICEEComp 2018) , (Reviewer)
  57. (2018) [2018] Reviewer, Sage Open , (Reviewer)
  58. (2018) [2018] Reviewer, International Journal of Knowledge Management Studies (IJKMS) , (Reviewer)
  59. (2018) [2018] Reviewer, Global Edition of Hoffer, Ramesh and Topi, Modem Database Management, 13/e, Pearson, (Reviewer)
  60. (2017) [2017] Reviewer Asian Journal of Business and Accounting (AJBA) , (Reviewer)
  61. (2017) [2017] Internal Examiner, Master Dissertation - Theoretical Leadership Framework For Agile Project Management. , (Internal Examiner)
  62. (2017) [2017-2018] Internal Examiner, Doctoral Thesis - Predicting Factors Affecting Students' ICT Skills Using Extended UTAUT Model. , (Internal Examiner)
  63. (2017) [2017] Internal Examiner, Doctoral Thesis - Increasing The Effectiveness Of Information Retrieval Systems Evaluation In Batch Experimentation. , (Internal Examiner)
  64. (2017) [2017] Reviewer, The 1st International Conference on Industrial, Enterprise, and System Engineering (ICoIESE) , (Reviewer)
  65. (2017) [2017] Reviewer, 3rd International Conference on Education (ICOED) , (Reviewer)
  66. (2017) [2017-2018] Internal Examiner, Doctoral Thesis - Unified Framework For Spam Detection and Risk Assessment In Short Message Communication Media, (Internal Examiner)
  67. (2017) [2017-2018] Internal Examiner, Doctoral Thesis - An Enhanced Hybrid Personalized Recommender System. , (Internal Examiner)
  68. (2017) [2017] Reviewer, The 7th International Conference on Information and Communication Technologies (ICICT) , (Reviewer)
  69. (2017) [2017] Reviewer of Project Proposal - TRCTress Sultanate of Oman , (Reviewer)
  70. (2017) [2017] Reviewer The 2nd International Conference on Information Technology, Information Systems, and Electrical Engineering (ICITISEE) , (Reviewer)
  71. (2017) [2017] Reviewer, Project Proposal - Taylor's Research Grant , (Reviewer)
  72. (2016) [2016] Internal Examiner, Master's Dissertation - A Hybrid Personality-aware Recommender for Movie , (Internal Examiner)
  73. (2016) [2016] Reviewer, Asian Journal of Business and Accounting (AJBA), (Reviewer)
  74. (2016) [2016] Internal Examiner for Doctoral Thesis - Effects Of Cognitive Skills On Reliability Of Crowdsourced Relevance Judgments In Information Retrieval Evaluation , (Internal Examiner)
  75. (2016) [2016] Reviewer, Asian Journal of Business and Accounting , (Reviewer)
  76. (2016) [2016] Internal Examiner, Doctoral Thesis - A Hybrid Approach For Artificial Immune Recognition System , (Internal Examiner)
  77. (2016) [2016] Reviewer, Asian Social Science (ASS) , (Reviewer)
  78. (2015) [2015] Reviewer, International Symposium on Mathematical Sciences and Computing (iSMSC) , (Reviewer)
  79. (2015) [2015] Reviewer, Congress on Information and Communication Engineering (CICE 2015) , (Reviewer)
  80. (2015) [2015] Reviewer, Taylor's Teaching and Learning Conference , (Reviewer)
  81. (2015) [2015] Reviewer, International Conference on Research and Innovation in Information Systems (ICRIIS 2015) , (Reviewer)
  82. (2015) [2015] Reviewer, CSSR 2015-SoBeS-Social and Behavioural Science , (Reviewer)
  83. (2015) [2015] Reviewer, Computer and Information Science (CIS) , (Reviewer)
  84. (2014) [2014] Reviewer - Conference, Competition and Exhibition 2014 (CCE2014) , (Reviewer)
  85. (2014) [2014] Reviewer - International Conference on Computational and Network Technologies (ICCNT) , (Reviewer)
  86. (2013) [2013] Reviewer - International Conference On Innovation Challenges In Multidisciplinary Research & Practice (ICMRP) , (Reviewer)
Contribution to external organisation
  1. (2020) [2020-2023] Ahli Jawatankuasa Penilai Harta Intelek Universiti Malaya , UMCIC, UM
  2. (2019) [2019] Track Chair, 6th International Conference on Research and Innovation in Information Systems (ICRIIS 2019), Universiti Teknologi Malaysia
  3. (2019) [2019] Jury, Pertandinga Inovasi Pensyarah TVET Peringkat Kebangsaan (PERISA 2019), Jabatan Pendidikan Politeknik dan Kolej Komuniti
  4. (2019) [2019] Consultant, eProc Project, BSM, UM
  5. (2019) [2019-2022] Ahli Jawatankuasa, Kurikulum Program Sarjana Muda Sains Komputer (Sains Data), Fakulti Sains Komputer dan Teknologi Maklumat, UM
  6. (2019) [2019] Advisor, FCSIT Innovation Exhibition Competition 2019, FCSIT, UM
  7. (2019) [2019] Moderator, International Conference on Computer Science and Engineering 2019 , Universitas Putra Indonesia 'YPTK' Padang
  8. (2019) [2019-2021] Pengamanah, PECAMP, Persatuan Capaian Maklumat dan Pengurusan Pengetahuan Malaysia (PECAMP)
  9. (2019) [2019] Panel Penilai, Geran PRGS Universiti Malaya Fasa 2/2019, Universiti Malaya
  10. (2019) [2019-2020] Head Advisor, Programming League National 2020, FCSIT, UM
  11. (2019) [2019] Program Committee, International Conference on Information & Communication Technology, IBA Karachi, Pakistan
  12. (2019) [2019] Expert Evaluator, Quran Authentication System, Faculty of Computer Science & Information Technology, UM
  13. (2019) [2019] Committee, International Conference on Computer Science and Engineering 2019, Universitas Putra Indonesia 'YPTK' Padang
  14. (2019) [2019-2020] Technical Program Committee, International Conference on Smart Education and Applied Social Sciences 2020, Wolfson College, Oxford University, United Kingdom
  15. (2019) [2019] Consultant (Sentiment Analysis), Cloud Connect
  16. (2019) [2019] Panel, Perbincangan Meja Bulat Bagi Public Private Research Network, Perbadanan Produktiviti Malaysia
  17. (2018) [2018-2020] Advisory Committee, Journal of Computing Research and Innovation, Universiti Teknologi MARA Cawangan Perlis
  18. (2018) [2018] Ahli Jawatankuasa, Kurikulum Program Sarjana Muda Sains Komputer (Sains Data), Fakulti Sains Komputer dan Teknologi Maklumat, UM
  19. (2018) [2018] Advisor, FCSIT Innovation Exhibition Competition 2018, FSCIT, UM
  20. (2018) [2018] Technical Program Committee, ICIAS 2018 , University Technology Petronas
  21. (2018) [2018] Technical Program Committee Member, iCoMET 2018, Sukkur IBA University
  22. (2018) [2018] Advisor, Programming League, FCSIT, UM
  23. (2018) [2018] Mentors, Datathon Academia, Data Science Society
  24. (2018) [2018] Panel Penilai, Persidangan Akademia Komuniti Universiti Malaya 2018 (PAKUM), UMCares
  25. (2018) [2018] Article Editor, SAGE Open, SAGE
  26. (2018) [2018] Penyelaras Kursus Teras Fakulti dan Teras Program Sesi Kaademik 2018/2019, Fakulti Sains Komputer dan Teknologi Maklumat, UM
  27. (2018) [2018-2020] Penasihat, Pusat Komuniti dan Kelestarian (UMCares), Pusat Komuniti dan Kelestarian (UMCares)
  28. (2017) [2017] Instructor, Data Mining Session for Mobility Programme With Chung-Ang University, Korea, University of Malaya
  29. (2017) [2017] Expert Panel, Sesi Meja Bulat Big Data Analytic (BDA) Kementerian Pendidikan Tinggi, May 2017, Melaka., Kementerian Pendidikan Tinggi
  30. (2017) [2017-2019] Penyelaras, Program Sarjana Muda Sains Komputer (Sains Data), Fakulti Sains Komputer dan Teknologi Maklumat, UM
  31. (2017) [2017] Hakim, Video Pendek Sains Funtastic Science II Peringkat Kebangsaan, Kementerian Pendidikan Malaysia
  32. (2017) [2017] External Advisor, Diploma In Information Technology, International Institute of Management and Technology
  33. (2017) [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
  34. (2016) [2016] Expert Panel, Community Engagement Grant Clinic 2016, UMCares
  35. (2016) [2016] Instructor, Website Development for Mobility Programme With Telkom University, Bandung, Faculty Science Computer and Information Technology
  36. (2016) [2016] Panel, Postgraduate Research Excellence Symposium (PGReS) 2016, University of Malaya
  37. (2016) [2016] Advisor, Diploma in Information Technology, International Institute of Management and Technology
  38. (2016) [2016] Panel Penilai, Geran Penyelidikan Pascasiswazah Kitar 1/2016, Pusat Pengurusan Geran Penyelidikan
  39. (2016) [2016] Instructor, Website Development. Celik Teknologi Workshop. Projek Taman Medan., UMCares
  40. (2016) [2016] Pakar, Sesi Perbincangan Meja Bulat Bagi Program 'Sustainability & Creative Arts: Wayang Project 1.0', UM Sustainable Development Solutions Network
  41. (2016) [2016] Panel Penilai, Geran Penyelidikan Pascasiswazah Kitar 2/2015, Pusat Pengurusan Geran Penyelidikan
  42. (2015) [2015] Expert Panel, Social Media FRGS Research Project, Universiti Malaysia Terengganu
  43. (2015) [2015-2017] Ahli Jawatankuasa, Program Sarjana Teknologi Maklumat, Fakulti Sains Komputer dan Teknologi Maklumat, UM
  44. (2015) [2015] Panel Penilai Geran Peruntukan Penyelidikan Pascasiswazah 2015, Pusat Pengurusan Geran Penyelidikan, UM
  45. (2015) [2015] Sesi Perbincangan Geran Penyelidikan Pensyarah Muda, Pusat Pengurusan Geran Penyelidikan, UM
  46. (2015) [2015] Panel Penilai, Geran Penyelidikan Pascasiswazah Fasa 1/2015, Pusat Pengurusan Geran Penyelidikan
  47. (2015) [2015] Expert Advisor, Application Programming Interface For Conference Selection Project, UiTM Perlis
  48. (2014) [2014-2016] Ahli Jawatankuasa, Program Sarjana Pengurusan Teknologi Maklumat, Fakulti Sains Komputer dan Teknologi Maklumat, UM
  49. (2014) [2014] International Editorial Board Member, International Institute of Science Engineering & Management, INTERNATIONAL INSTITUTE OF SCIENCE ENGINEERING & MANAGEMENT
  50. (2014) [2014] Committee Member, Global Research & Development Service Conferences, Global Research & Development Service
  51. (2014) Project Collaboration - Repeater.my, UiTM Perlis, National
  52. (2014) [2014] Editorial Member, International Journal of Agent Technologies and Systems (IJATS), IGI Global
  53. (2014) [2014] Keynote Speaker, International Conference on Science & Technology, Global Research & Development Service
  54. (2014) [2014] Organizing Committee, Scholar's Convention, Organizing Committee, Scholar's Convention
  55. (2014) [2014] Expert Panel Assessor, Postgraduate Research Excellence Symposium (PGReS) 2014, University of Malaya
Contribution to event
  1. (2021) Advisor for Programming League 2021, University, (Event Organiser)
  2. (2020) Panel for Sustainability Tips by UM Living Lab Experts, University, (Panelist/Moderator)

SUPERVISION

Postgraduate Student
PhD/ Doctoral
  1. (2019) DEEP LEARNING-BASED BREAST CANCER DETECTION AND CLASSIFICATION USING HISTOPATHOLOGY IMAGES, GHULAM MURTAZA
  2. (2018) Investigating The Usability of VU-Learning Management System: A Ux Perspective, Maria Ijaz Baig
  3. (2014) Feature Engineering Techniques To Classify Cause Of Death From Forensic Autopsy Reports, Ghulam Mujtaba
  4. (2014) Expert Recommendation In Community Question Answering Using Metadata, Anitha A
  5. (2014) Adopting Persuasive Technology To Develop Mobile Game Application For Learning English Vocabulary, Monther Mustafa Abubaker Elaish
  6. (2013) Evaluation Model For Knowledge Sharing In Information Security Professional Virtual Community, Alireza Tamjidyamcholo
  7. (2007) An Integrated Software Quality Model In A Fuzzy Analytical Hierarchy Process-Based Evaluation Framework For E-Learning Software, Ahmad Fadli Bin Saad
Master
  1. (2016) Adaptive Learning Style Identification for Document Retrieval, Nur Baiti 'Afini Binti Normadhi
  2. (2015) Framework for The Establishment of an Electronic medical Record Enviroment, Ourania Koutzampasopoulou Xanthidou
  3. (2015) A Tag-based and Rating Recommender Technique for Academic Events, Wan Siti Nur Aiza Binti Wan Othman
  4. (2014) A Classification Model of Syria Conflict using Emotion Features, Wala Yousif Eltayeb Elhassan
  5. (2013) Lexicon-based Keyword Formulation Technique in Systematic Literature Review, Ikenna Brendan Iwuoha
  6. (2012) Contextual Personalized Recommendation Technique for Academic Event Selection, Parukutty A/P Raman
Under Graduate Students
  1. (2019) Sentiment Analysis Tool for Election
  2. (2019) Lung Cancer Image Classification Tool
  3. (2018) Computer-Aided Diagnosis On Mammogram
  4. (2017) UMood: A Mental Health Screening Tool
  5. (2017) Supervision Monitoring System
  6. (2015) Low Back Pain Tool
  7. (2015) r-Class for Kelas Rakyat
  8. (2014) Systematic Literature Review Tool
  9. (2014) Self-Help Psychotherapy System
  10. (2014) Infertility Expert System (Best Department Project)
  11. (2014) Infertility Early Diagnosis Tool
  12. (2014) e-Suggestion for Visually Impaired Student
  13. (2014) A collaborative filtering recommender system for reading material
  14. (2014) Conference Selection Tool

TEACHING

Master
  1. (2020) WQD7007 - Big Data Management
  2. (2019) WQC7007 - Web Commerce
  3. (2018) WQC7004 - Database Management
Bachelor/First Degree
  1. (2021) WIE3001 - Advanced Database
  2. (2021) WIE3008 - Business Analytics and Intelligence
  3. (2020) WIE3001 - Advanced Database
  4. (2019) WMES2271 - Database Administration
  5. (2019) WMES2112 - System Analysis, Modeling and Design
  6. (2019) WXES2114 - Database
  7. (2019) WIA2001 - Database
  8. (2019) WIE3008 - Business Analytics and Intelligence
  9. (2017) WMES2112 - System Analysis, Modeling and Design
  10. (2016) WMES2112 - System Analysis, Modeling and Design
  11. (2016) WIA1001 - Information Systems
  12. (2016) WMES3314 - Electronic Commerce
  13. (2015) WMES2112 - System Analysis, Modeling and Design
  14. (2014) WMES1105 - Principles of Information Systems
  15. (2014) WMES2108 - System Analysis, Modeling and Design
  16. (2014) WMES2109 - Organizational Theory
  17. (2014) WXES2103 - Database
  18. (2014) WMES2112 - System Analysis, Modeling and Design
  19. (2009) WMES2108 - System Analysis, Modeling and Design
  20. (2009) WMES2270 - Database Administration

PATENT/IPR

  • 2Heal: Mental Health Screening Tool
    Copyright (International)
  • UMNature
    Copyright (International)
  • Low Back Pain Tool
    Copyright (National)
  • Book Spot
    Copyright (National)
  • Methods For Mobile Recommenders
    Patent (National)
  • Information Seeking Tool
    Patent (National)
  • Learning Style based Information Seeking Tool
    Patent (National)

SOCIAL RESPONSIBILITY ACTIVITIES

  • [2021-2022] Ahli Jawatankuasa Surau dan Kerohanian Fsktm, (24 Jun 2021 - 24 Jun 2022) (University)
  • [2020-2021] Ahli Jawatankuasa Surau dan Kerohanian Fsktm, (24 Apr 2020 - 23 Jun 2021)
  • [2019] Sukarelawan, Program Minda Sihat Remaja Sihat, (07 Sep 2019 - 07 Sep 2019)
  • [2019] Sukarelawan, Bengkel Jalinan Ceria, (21 Feb 2019 - 21 Feb 2019)
  • [2019] Sukarelawan, Bengkel Celik It, (14 Feb 2019 - 14 Feb 2019)
  • [2018] Contributors, Program Komuniti Jualan Amal (Buy 4 Charity), Kaki Volunteers Malaysia, (01 Nov 2018 - 31 Dec 2018)
  • [2018-2019] Ketua Projek, Program Celik Teknologi Bersama Pdk Sentosa, (01 Sep 2018 - 30 Apr 2019)
  • [2018-2019] Ahli Jawatankuasa Surau dan Kerohanian Fsktm, (05 Apr 2018 - 04 Apr 2019)
  • [2017] Projek Komuniti School Cancer Awareness Kit Campaign, (04 May 2017 - 04 May 2017)
  • [2017] Ahli Jawatankuasa, Bengkel Celik it: Pembangunan Laman Web Projek Orang Asli, (10 Mar 2017 - 10 Mar 2017)
  • [2017] Program Task Force Community Engagement Di Sekolah Sultan Alam Shah Putrajaya, (22 Feb 2017 - 22 Feb 2017)
  • [2017-2018] Ahli Jawatankuasa Surau dan Kerohanian Fsktm, (08 Feb 2017 - 07 Feb 2018)
  • [2017] Ketua Projek, Program Celik it Bersama Orang Asli 2017, (01 Jan 2017 - 31 Mar 2017)
  • [2016] Sukarelawan UMCARES, Projek Taman Medan, (01 May 2016 - 29 Dec 2016)
  • [2016] Ahli Jawatankuasa, Bengkel Celik Tekonologi Projek Taman Medan, (01 Jun 2016 - 31 Dec 2016)
  • [2016] Ketua Projek, Program Celik it Bersama Orang Asli, (01 Jun 2016 - 31 Mar 2017)
  • [2016] Sukarelawan, Bengkel Celik it: Pengurusan Maklumat. Projek Orang Asli 2016, (01 Jun 2016 - 30 Nov 2016)
  • [2016] Sukarelawan UMCARES, Projek Orang Asli, (01 Jun 2016 - 31 Mar 2017)
  • [2016] Sukarelawan, Bengkel Celik Teknologi Fasa 2, (01 Nov 2016 - 22 Dec 2016)
  • [2016] Sukarelawan, Bengkel Train of Trainers: Adobe Illustrator, (01 Nov 2016 - 10 Nov 2016)
  • [2016] Penaja, Um111 Fancy Dress 5km Walk, (01 Nov 2016 - 11 Nov 2016)
  • [2015] Ketua Projek, Geran Community Engagement Seed Funding, UMCARES - "Workshop of Web Development Using Wordpress, Movie Maker and Adobe Photoshop", (12 Sep 2015 - 13 Sep 2015)
  • [2015] Penyelaras, "Workshop of Web Development Using Wordpress, Movie Maker and Adobe Photoshop" Untuk Rumah Kebajikan, (12 Sep 2015 - 13 Sep 2015)
  • [2015] Peserta, Pameran Higher Education Week (Hewm) 2015 (Komuniti), (13 Aug 2015 - 16 Aug 2015)
  • [2015] Participant, World Hemophilia Day 2015 Jogathon, (16 May 2015 - 16 May 2015)
  • [2015] Sukarelawan UMCARES, Program Tabung Jalinan Budi Palestin, Tesco, (01 Apr 2015 - 31 Dec 2015)
  • [2015] Penyelaras, Majlis Penyerahan Set Komputer Kepada Projek Iqra', (01 Jan 2015 - 01 Jun 2015)
  • [2014] Invited Blogger: "Today Mom" Campaign Organized by Friso, (22 Nov 2014 - 28 Feb 2014)
  • [2014] Penyelaras, Bengkel Pembangunan Laman Web Bersama Rumah Kebajikan, (01 Nov 2014 - 02 Nov 2014)
  • [2014] Ketua Projek, Geran Community Engagement Seed Funding, UMCARES, (20 Jun 2014 - 15 Nov 2014)
  • [2014] Invited Blogger: Cancer Awareness Campaign Organized by Axa Affin and National Cancer Society Malaysia (Ncsm), (08 Nov 2013 - 30 Nov 2013)
  • [2014] Educational Blogger for Postgraduate Community, (01 Nov 2013 - 31 Jan 2014)