Curriculum Vitae

DR. ROHANA BINTI MAHMUD

Senior Lecturer
  • Department of Artificial Intelligence
    Faculty of Computer Science and Information Technology

BIOGRAPHY


 

Rohana Mahmud is a Senior Lecturer in the Department of Artificial Intelligence (AI), Faculty of Computer Science and Information Technology, Universiti Malaya (UM), Malaysia. She obtained her Ph.D. from the University of Manchester, United Kingdom. She has been teaching various courses in AI and Computer Sciences disciplines. As her expertise is in Natural Language Processing (NLP), Expert Systems, Machine Learning, and Principles of Data Science, hence, she had carried out a few collaborative research with experts from different fields such as Language and Linguistics, Bahasa Melayu, Al Quran, and Hadith, Tulisan Jawi, and industries such as MIMOS Bhd., Megasap Sdn. Bhd. and Dewan Bahasa dan Pustaka (DBP).

She is currently the Chairman of the Technical Committee (TC01) for Multilingual Information Technology, Standard Malaysia, and one of the Subject Matter Experts for the Jawatankuasa Kamus Kecerdasam Buatan, Bahagian Peristilahan dan Leksikologi, DBP. She is a Certified Software Tester (Foundation Level) of the Malaysian Software Tester Board (MSTB) and also a Qualified Trainer (L1) and Practitioner (L3) for the Malaysian Innovation Association, MyTRIZ. She has been appointed as the Deputy Director for the Centre of Internships Training and Academic Enrichment (CITrA, UM) and was involved with the initial development of the Malaya Student Future Readiness Inventory (MSFRI) project. She was also UM Representative for the MySTEM Ambassador Program and received a Professional Certificate for Entrepreneurship for Educators (ProCEED).

Dr. Rohana has also known as an active academician in student affairs matters and served more than ten years as the Master and Fellow of two different UM Residential Colleges’, namely Bestari and Dayasari Colleges. She was the Associate Member of the Student Soft-Skills (SERU) center and the University Women Association (UWA) Committee Members. She also gained a Master's Certificate in Leadership after successfully completing a Women's Leadership Course for the Institutes of Higher Learning from Tun Fatimah Hashim's Women Leadership Centre, Universiti Kebangsaan Malaysia.

 

 

AREAS OF EXPERTISE


  • EDUCATION
    Artificial Intelligence in Education, Soft-Skills Training and Development
  • MACHINE LEARNING AND GENETIC ALGORITHM
    Text Classification and Text Optimization
  • EXPERT SYSTEM
    Expert Tutoring System, Knowledgebase System
  • NATURAL LANGUAGE
    Discourse Structure, Natural Language Understanding, Corpus Development (Dialect & Under-resource Languages)

ACADEMIC QUALIFICATION


  • PhD, (Discourse Analysis & Genetic Algorithm)
    University of Manchester, United Kingdom
  • MSC, (Expert Tutoring System)
    Universiti Sains Malaysia (Usm)
  • BSC, (Sains Komputer)
    Waikato University, New Zealand
  • New Zealand University Entrance Examination, (Sains)
    Hamilton Girls High School, Hamilton New Zealand

ADMINISTRATIVE DUTIES


  • Committee Members
    01 Jan 2022 - 31 Dec 2027 (Department)
  • Committee Members
    17 Jan 2022 - 31 Dec 2024 (Faculty)
  • Ahli Jawatankuasa Tapisan (Pelantikan) di FSKTM
    18 Aug 2020 - 17 Aug 2023 (Faculty)
  • Ahli Taskforce Microcredential
    21 May 2021 - 20 May 2023 (Faculty)
  • Supervisor
    14 Oct 2022 - 31 Jan 2023 (Faculty)
  • Task Force Member
    08 Feb 2022 - 31 Dec 2022 (Department)
  • Supervisor
    01 Feb 2022 - 30 Sep 2022 (Faculty)
  • Ahli Jawatan Kuasa AJK Surau dan Kerohanian FSKTM
    24 Jun 2021 - 24 Jun 2022 (Faculty)
  • Ahli Jawatankuasa Kurikulum, Jabatan Kepintaran Buatan
    27 Nov 2020 - 28 Feb 2021 (Faculty)
  • Penyelia Latihan Industri, Semester 1 Sesi 2020/2021
    05 Oct 2020 - 28 Feb 2021 (Faculty)
  • Ahli Jawatankuasa Jaminan Kualiti FSKTM
    05 Nov 2019 - 28 Feb 2021 (Faculty)
  • AJK Taskforce Semakan Kurikulum Sarjana Kepintaran Buatan
    16 Mar 2021 - 31 Dec 2021 (Faculty)
  • Penyelia Projek, Program Master Data Science
    05 Oct 2020 - 31 Jul 2021 (Faculty)
  • Penyelaras Program MySTEM Ambassador, Universiti Malaya, Bahagian Mahasiswa Holistik, KPT
    28 Jan 2020 - 26 Jul 2020 (University Malaya)
  • Deputy Director (Public Education)
    03 Sep 2018 - 20 Jul 2020 (Universiti Malaya)
  • Ahli jawatankuasa Pemandu Semakan Kurikulum Program Akademik UM
    02 May 2019 - 02 Sep 2020 (University Malaya)
  • Quality Manager
    01 Jan 2020 - 20 Jul 2020 (Faculty)
  • Ahli Jawatankuasa Khas Projek MSFRI
    03 Sep 2019 - 02 Apr 2020 (University Malaya)
  • Jawatankuasa Pemeriksa Program Ijazah Dasar
    08 Sep 2019 - 31 Jul 2020 (Faculty)
  • Panel, Research Monitoring Symposium, AI Department
    11 Dec 2020 - 11 Dec 2020 (Faculty)
  • AJK Pemeriksa Program Sarjana Sains Komputer
    10 Jul 2020 - 24 Nov 2020 (Faculty)
  • Sidang Pengarang, VALUES, E-Buletin CITrA
    02 Sep 2019 - 31 Dec 2020 (Faculty)
  • Committee Member of International Seminar on Education and Student Empowerment
    27 Nov 2019 - 27 Nov 2019 (International)
  • Deputy Chairperson of ICDL Asia Literacy Day
    11 Nov 2019 - 12 Nov 2019 (International)
  • Chief Invigilator
    04 Jun 2018 - 04 Jun 2018 (Faculty)
  • Pengurus Risiko Fakulti
    21 Feb 2016 - 21 Feb 2018 (Faculty)
  • Committee members for the First Collaborative Malay NLP Symposium
    13 Jul 2017 - 13 Jul 2017 (Faculty)
  • AJK Projek Analisa UMExpert
    15 Dec 2014 - 14 Dec 2016 (Faculty)
  • Committee members for a Master in Data Science Program
    26 Feb 2015 - 31 Jul 2016 (Faculty)
  • Coordinator
    08 Jun 2015 - 31 Jul 2016 (Faculty)
  • Research Associate - SERU UM
    01 Jul 2014 - 30 Jun 2016 (University Malaya)
  • Committee members for Curicullum Review FCSIT - Academic {Bachelor degree) & (Master of Computer Sc)
    01 Jul 2012 - 30 Jun 2016 (Faculty)
  • Panel Semakan Semula Penilaian Latihan Industri
    01 Sep 2014 - 30 Aug 2015 (Faculty)
  • Principal
    01 Aug 2012 - 31 Jul 2014 (Universiti Malaya)
  • Principal
    01 Aug 2010 - 31 Jul 2012 (Universiti Malaya)
  • Principal
    01 Jan 2010 - 31 Jul 2010 (Universiti Malaya)
  • Ahli Jawatankuasa Projek EMAS
    01 Mar 1999 - 30 Mar 2001 (University Malaya)

MEMBERSHIPS


  • UWA MEMBERSHIPS, ASSISTANT TREASURER
    Since 2019 (University)
  • MALAYSIA TRIZ INNOVATION ASSOCIATION (MYTRIZ), OTHERS
    Since 2012 (National)
  • PERSATUAN PENCINTA TULISAN JAWI SELANGOR (PENJAWIS), MEMBER
    Since 2010 (National)
  • INTERNATIONAL ASSOCIATION OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, OTHERS
    Since 2010 (International)
  • MALAYSIAN SOFWARE TESTING BOARD (MSTB), OTHERS
    Since 2009 (National)
  • PUSAT KEPIMPINAN WANITA TUN FATIMAH HASHIM, UKM, OTHERS
    2018 to 2020 (University)
  • PERSATUAN PENCINTA TULISAN JAWI MALAYSIA (PENJAWIM), SECRETARY
    2000 to 2002 (National)

AWARD AND STEWARDSHIP


  • Silver Medal Winner - Dinowex 2021 Young Ideation
    Universiti Malaya, 2021 (University)
  • Bronze Medal Winner : Dinowex 2021 Young Innovator
    Universiti Malaya, 2021 (International)
  • Silver Award for the project 'ALEPS: Adaptive Feedbacks in Physics Problem Solving' in the 1st Digitalised International Invention, Innovation and Design Competition (Johor DIIID 2018)
    UiTM Johor , 2018 (International)
  • Bronze Award for the Invention, Innovation and Design Exposition, IIDEX 2017 of 'The Text to Picture (TTP) Engine - a System for Automatic Story Illustration'
    UiTM , 2017 (National)
  • KHIDMAT SETIA 20 AWARD
    , 2017 (University)
  • Certificate of Appreciations as Judge for APAC 2016
    FSKTM, 2016 (Ptj)
  • Certificate for Excellence in E-Learning Week
    FSKTM, 2016 (Ptj)
  • International Innovation, Design and Articulation (I-IDEA 2014), UITM, 2014
    UiTM, 2014 (International)
  • Pertandingan Rekacipta dan Inovasi Institusi Pengajian Tinggi Swasta (PERINTIS 2014), Infrastructure University Kuala Lumpur, 2014,
    Infrastructure University Kuala Lumpur, 2014 (National)
  • International Exposition and Research Innovation in Education, Sultan Idris Education University, 2013
    UPSI, 2013 (National)
  • Pemenang Ketiga, Projek Tambah Baik Berterusan (PTBB) PTj, Universiti Malaya - Kolej Dayasari
    Unit Kualiti, Universiti Malaya (QMEC), 2012 (University)
  • Certificate of Appreciation
    SIRIM Berhad, 2012 (National)
  • Computer & Writing 2004 Conferences, Hawaii
    C&W Conference Committee Award, 2004 (International)
  • Staff Excellence award ( 'Cemerlang')
    University of Malaya, 2001 (National)

PUBLICATIONS


Article in Journal
WoS
  1. Meguellati, Muhammad Elyas; Mahmud, Rohana Binti; Kareem, Sameem Binti Abdul; Zeghina, Assaad Oussama; Saadi, Younes (2022). Feature Selection for Location Metonymy Using Augmented Bag-of-Words, IEEE ACCESS. 10(), 81777-81786. doi:10.1109/ACCESS.2022.3195220
  2. Abo, M. E. M., Idris, N., Mahmud, R., Qazi, A., Hashem, I. A. T., Maitama, J. Z., . . . Yang, S. Q. (2021). A Multi-Criteria Approach for Arabic Dialect Sentiment Analysis for Online Reviews: Exploiting Optimal Machine Learning Algorithm Selection. Sustainability, 13(18), 20. doi: 10.3390/su131810018
  3. Lubani, M., Noah, S. A. M., Mahmud, R. (2019). Ontology population: Approaches and design aspects. Journal of Information Science, 45(4), 502-515. doi:10.1177/0165551518801819
  4. Saloot, M. A., Idris, N., Mahmud, R. (2014). An architecture for Malay Tweet normalization, Information Processing Management. 50(5), 621-633
  5. Yeow, W. L., Mahmud, R., Raj, R. G. (2014). An application of case-based reasoning with machine learning for forensic autopsy, Expert Systems with Applications. 41(7), 3497-3505
Others
  1. Abo, M. E. M., Idris, N., Mahmud, R., Qazi, A., Hashem, I. A. T., Maitama, J. Z., . . . Yang, S. Q. (2021). A Multi-Criteria Approach for Arabic Dialect Sentiment Analysis for Online Reviews: Exploiting Optimal Machine Learning Algorithm Selection. Sustainability, 13(18), 20.
  2. Lubani et. al (2018), Ontology population: Approaches and design aspects, Journal of Information Science, 1- 14.
  3. 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
  4. Arash A. Tabrizi, Rohana Mahmud, Norisma Idris and Hossein Tohidi (2016). A rule-based approach for pronoun extraction and pronoun mapping in pronominal anaphorta resolution of Quran English Translation. Malaysian Journal of Computer Science. vol 29(3), 207-224.
  5. Benjamin Chu Min Xian, Mohamed Lubani, Liew Kwei Ping, Khalil Bouzekri, Rohana Mahmud, and Dickson Lukose,Benchmarking Mi-POS: Malay Part-of-Speech Tagger. International Journal of Knowledge Engineering, Volume 2 Number 3 (Sep. 2016): 115-121
  6. Bimba, A. T., Idris, N., Al-Hunaiyyan, A., et al. Towards Knowledge Modeling and Manipulation Technologies: A Survey. International Journal of Information Management, 36(6), 857-871.
  7. Saloot, M. A., Idris, N., Mahmud, R., Ja'afar, S., Thorleuchter, D., Gani, A. 2016. Hadith data mining and classification: a comparative analysis Artificial Intelligence Review
  8. S. Fahmy, I, Nazri, I. Evi, M. Rohana, Design of an Information Retrieval System for Malay Language Fatwa Documents, Australian Journal of Basic & Applied Science, 8(4): 213-218, 2014
  9. Marjan Mansourvar, Ram Gopal Raj , Maizatul Akmar Ismail, S. Abdul-Kareem , Saravanan Shanmugam, Shahrom Wahid, Rohana Mahmud, Rukaini Abdullah , Fariza Hanum Nasaruddin, Norisma Idris , (2012) Automated Web Based System for Bone Age Assessment using Histogram Technique, pp 107-121, Malaysian Journal of Computer Science, Volume 25, No 3, 2012
  10. Rohana Mahmud and Allan Ramsay, Finding Discourse Relations in Student Essays, Lecture Notes Computer Sciences LNCS3406: Computational Linguistics and Intelligent Text Processing: 6th International Conference, Cicling2005; Alexander Gelbukh (ed.), 2005, Mexico CICLing 6th International Conference, Springer, pg 116-119
Books
  1. Wong, S.Y., Rohana, M., Yee, W.M.T., & Mas, S.M. (2020). STEM Appreciation Activity Book. Kuala Lumpur: UM STEM Centre.
  2. Buku Teks : Pengenalan Kepada Pangkalan Data, Pengarang Bersama : Fariza Hanum Md. Nasaruddin, Maizatul Akmar Ismail, Norizan Mohd Yasin, Rohana Mahmud, Hannyzzura Pal @ Affal, Norazlina Khamis, Rafidah Mohd Noor: Edisi Pertama 2002 , McGraw-Hill (Malaysia) Sdn. Bhd.
  3. MKM. Noor, R. Mahmud, S. Mokhtar, WC. Seng, Z. Razak, Pengenalan Kepada Sistem Pengendalian , Edisi Kedua, McGraw Hill (Malaysia) Sdn. Bhd, 137, April, 2002
  4. Mustafa Kamal M.Noor, Rohana Mahmud, Salimah Mokhtar, Woo Chaw Seng, Zaidi Razak, Pengenalan kepada Sistem Pengendalian, Mc-Graw Hill (Malaysia) Sdn. Bhd., 133, 2001
  5. Rohana Mahmud et. al, Microsoft Office 97 Profesional 6 dalam 1 : langkah demi langkah, (Terjemahan), Redman, Washington: Microsoft Press, 751, 1997
Chapter in Books
  1. 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
  2. Bimba A.T., Idris N., Mahmud R., Al-Hunaiyyan A. (2017) A Cognitive Knowledge-based Framework for Adaptive Feedback. In: Phon-Amnuaisuk S., Au TW., Omar S. (eds) Computational Intelligence in Information Systems. CIIS 2016. Advances in Intelligent Systems and Computing, vol 532. Springer, Cham
  3. Salinah Jaafar, Rohana Mahmud, Murni Mahmud (2016), Pembinaan Korpora Bahasa Banjar di Malaysia, dalam Ab.Razak Ab. Karim dan Pramono (Editor), Bahagian II: Khazanah Bahasa Serumpun, 2.8, Khazanah Bahasa, Sastra dan Budaya Serumpun: himpunan tulisan (pp 189). Universitas Andalas, Padang.
Article in Proceeding
  1. Mohamed Lubani & Rohana Mahmud (2017). Generating Conversion Rules for Malay-Banjar Translation. In Salinah binti Ja'afar et al (Ed.), Proceedings of the 16th International Conference on Translation (ICT-16), University of Malaya, Kuala Lumpur (pp. 671-683). Kuala Lumpur, Malaysia: University of Malaya et. al.
  2. Thenmalar Ulanganathan, Ali Ebrahimi, Benjamin Chu Min Xian, Khalil Bouzekri, Rohana Mahmud, Ong Hong Hoe (2017). Benchmarking Mi-NER: Malay Entity Recognition Engine, Proceedings of The Ninth International Conference on Information, Process, and Knowledge Management, 52-59.
  3. Benjamin Chu Min Xian, Mohammad Arshi Saloot, Amiera Syazreen Mohd Ghazali, Khalil Bouzekri, Rohana Mahmud, Dickson Lukose,(2016), Benchmarking Mi-AR: Malay Anaphora Resolution, Proceeding of International Conference on Optoelectronics and Image Processing. 59-69, 978-1-5090-0880-3/16/20 16 IEEE
  4. Ali Ebrahimi, Ismail, M.A, Salinah Jaafar, Suad Awab, Rohana Mahmud, Abdullah Ghani, Ishak Suliaman, Amirrudin Kamsin, Norisma Idris (2015) Fabricated information on social media: A Case Study of Twitter, 4th International Conference on Computer Science & Computational Mathematics (ICCSCM 2015), 7-8 May 2015, Langkawi, Malaysia
  5. Bimba, A. and Ismail, M.A. and Idris, N. and Jaafar, S. and Mahmud, R. (2015) Towards enhancing the compilation of Al-Hadith text in Malay. In: International Conference on World Islamic Studies (ICWIS 2015), 08-09 Mac 2015, Seoul, South Korea.
  6. Mohamed Lubani and Rohana Mahmud. 2015. Proceeding of International Conference on Malay Heritage and Civilisation, ICOMHAC2015. Langkawi Malaysia.
  7. Amirrudin Kamsin, Abdullah Gani, Ishak Suliaman, Salinah Jaafar,Rohana Mahmud, Aznul Qalid Md Sabri, Zaidi Razak, Mohd Yamani Idna Idris, Maizatul Akmar Ismail, Noorzaily Mohamed Noor, Siti Hafizah Ab Hamid, Norisma Idris, Mohd Hairul Nizam Md Nasir, Khadher Ahmad2, Sedek Ariffin, Mustaffa Abdullah, Siti Salwah Salim,Ainuddin Wahab Abdul Wahid, Hannyzzura Pal@Affal, Suad Awab, Mohd Jamil Maah and Mohd Yakub Zulkifli Mohd Yusoff, Proposing the Research Program for Developing the Novel Quran and Hadith Authentication System, Proceedings of the 2nd International Conference on Islamic Applications in Computer Science and Technologies (IMAN 2014), Amman, Jordan, 12th - 13th October 2014
  8. Arash Amini Tabrizi, Rohana Mahmud, Issues of coherence analysis on English translations of Quran, In proceeding of: (ICCSPA), 2013 1st International Conference on Communications, Signal Processing, and their Applications(ICCSPA)
  9. Bimba, A., Idris, N., Mahmud, R., Abdullah, R., Abdul- Rahman, S-S, Bong, C. H., Problem Representation for Understanding Physics Problem, Research Notes in Information Science (RNIS), Volume 14, pp 621-625, June 2013.
  10. Mohammad Arshi Saloot, Norisma Idris, Rohana Mahmud. 2013. Malaysian Lifelogging over Twitter. Proceedings of the First International Conference on Artificial Intelligence, Modelling & Simulation (AIMS2013), Kota Kinabalu 3-5 December 2013, pp 110-115.
  11. A. A. Tabrizi, R.Mahmud, Discourse processing issues on English Translated Quran, Transformation of Research in Islamic Studies, International seminar on research in Islamic Studies II, 15-16 February 2012, Kuala Lumpur
  12. Noor Hafhizah Abd Rahim, Rohana Mahmud, Mohd Yazid Md Saman, A Statistical Parser for Malay Language, Seminar Hasil Penyelidikan, Kementerian Pengajian Tinggi - SHP-KPT 2012,
  13. Yeow Wei Liang and Rohana Mahmud, A Comparison Study of Uncertainty Management Models for Expert Systems, International Conference on Uncertainty and Knowledge Engineering, Jakarta, August 2012
  14. K.K.Yong, R.Mahmud, C.S.Woo, Lexical Database for Multiple Languages: Multilingual Word Semantic Network, World Academy of Science, Engineering and Technology, Year 7, Issue 80, August 2011
  15. Mahmud R and Khak F., A novel Rule-Based Discourse Structure Builder, Procedia Engineering, Elsevier 2011
  16. Mahmud R. and Khak F., Experiment with Discourse Structure Builder Engine, Proceeding of 7th International Conference on Natural Language Processing and Knowledge Engineering,NLPKE 2011, Tokushima, Japan Nov 27-29 2011
  17. Faiiaz Khak and Rohana Mahmud, A Tool for Teaching cohesion, The 2010 International Conference on Educational and Information Technology (ICEIT 2010), Chongqing China, September 2010
  18. Shitiq A. A. H. and Mahmud R., Using an Edutainment Approach of a Snake and Ladder Game for Teaching Jawi Script, Proceeding of the International Conference on Education and Management Technology (ICEMT2010), Cairo Egypt, Nov 2-4 2010 (ISBN: 978-1-4244-8617-5)
  19. Rohana Mahmud, Hairul Aysa Abdul Halim Sithiq, and Haryuna Mohd Taharim,A Hybrid Technology for a Multiagent Consultation System in Obesity Domain,2009 in Proceedings of the International Conference on Computer, Electrical, and Systems Science, and Engineering (CESSE 2009 ), World Academy of Science, Engineering and Technology, Volume 60, December 2009, Bangkok, Thailand, December 25-27, 2009, ISSN: 2070- 3724.
  20. Rohana Mahmud, Possible Attributes to Identify Discourse Relations for a Reflective Learning Tool, Proceeding of 7th Annual CLUK Research Colloquium, Birmingham, January 2004
  21. Rohana Mahmud, Revealing the Discourse Structure, an approach for a Dynamic Computer Aided Instruction, Proceeding of Computer and Writing Conference (CW2004), Honolulu Hawaii, June 2004
  22. Mashkuri Yaacob, Zainab A. N., Rohana Mahmud and Nor Edzan Che Nasir, Digitisation of an endangered written language: the case of the Jawi script, Proceeding of International Symposium on Language in Cyberspace, Korean National Commission for UNESCO, 2001

RESEARCH INTEREST


  • Cognitive Sciences (Language Processing, Knowledge Acquisition)
  • Education and Communication Technology (Teaching and Learning System, Soft-skills, Blended learning, Intelligent Tutoring system)
  • Computational Linguistics and Natural Language Processing (Discourse Analysis, Semantic Text Understanding, Text-to-Graphic mapping)
  • Genetic Algorithm and Machine Learning (Classification System, Knowledge Mining)
  • Intelligent Agent and Expert Systems (Consulation Agent, Expert Knowledge, Intelligent and Natural Interface)
  • Pengumpulan dan pembangunan korpus kata dan sentimen keselamatan wanita (wanita, keselamatan, korpus, sosial media, teknologi)

RESEARCH PROJECT


National
  1. 2022 - 2025, Fundamental Research Grant Scheme (FRGS)
    A Discourse Based Framework Of Tourists And Service Providers Cross-cultural Understanding Towards Tourist Destinations In Malaysia ( Co-Researcher)
  2. 2021 - 2024, MyGRANTS FRGS - (Ref: FRGS/1/2021/ICT06/UTEM/01/1)
    A data integration model towards auto mapping of learning analytics from heterogeneous platforms by ontology design alignment., Universiti Teknikal Malaysia Melaka (UTEM) ( Co-Researcher)
  3. 2020 - 2023, RU Geran - Fakulti Program
    Using Predicitive Learning Analytics To Predict Student At Risk Of Dropping Out: The Case Of Undergraduate Computer Science Major ( Co-Researcher)
  4. 2020 - 2022, RU Geran - Fakulti Program
    Bank Metadata Digitil Bahasa Melayu berkaitan Korpus Emosi ( Principal Investigator(PI))
  5. 2020 - 2021, Private Funding
    Assessing 21st century Soft skills embedded through University Courses: A Project-based learning case of Basic Entrepreneurship Enculturation Course at Universiti Malaya ( Co-Researcher)
  6. 2020 - 2021, Private Funding
    Propensity to co-work with Students of Disability at University Level: A Counter Understanding of Inclusive Education From The Perspective of The Disabled ( Co-Researcher)
  7. 2015 - 2019, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    Aleps: Cognitive Knowledge Base To Support Adaptive Feedback In Physics Problem Solving ( Co-Researcher)
  8. 2018 - 2019, RU Geran - Fakulti Program
    Pembangunan Enjin Prototaip Pertuturan Ke Teks (stt) Dalam Bahasa Melayu ( Principal Investigator(PI))
  9. 2015 - 2018, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    Preserving The Malaysian Dialect Corpus ( Principal Investigator(PI))
  10. 2014 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    Al-hadith Semantic Validation Systems ( Co-Researcher)
  11. 2014 - 2016, ScienceFund
    Research into the development of a Malay Language Text Understanding ( Co-Researcher)
  12. 2012 - 2014, Geran Penyelidikan Universiti Malaya (UMRG) - AET (Innovative Technology (ITRC))
    Noun Phrase Analyzer in Discourse Study ( Principal Investigator(PI))
  13. 2012 - 2014, Geran Penyelidikan Universiti Malaya (UMRG) - AET (Innovative Technology (ITRC))
    Text Processing For Unknown Malay Words ( Co-Researcher)
  14. 2012 - 2014, Flagship Grant
    Adaptive Learning Environment for Problem Solving Skills (ALEPS): Intelligence Summarization Assessment ( Consultant)
  15. 2011 - 2013, Geran Penyelidikan Universiti Malaya (UMRG)
    Intelligence Forensic System (I-Forensic) ( Consultant)
  16. 2012 - 2013, Geran Penyelidikan Universiti Malaya (UMRG)
    Text Processing for Unknown Malay Words ( Co-Researcher)
  17. 2012 - 2012, Geran Penyelidikan Universiti Malaya (UMRG)
    Noun Phrase Analyser in Discourse study ( Principal Investigator(PI))
  18. 2009 - 2011, Geran Penyelidikan Universiti Malaya (UMRG)
    Text Understanding through revealed discourse structure ( Principal Investigator(PI))
  19. 2007 - 2009, ScienceFund
    Development of a Computer-Supported Active Learning System for Blended Learning Environment ( Consultant)
  20. 2008, Fundamental Research Grant Scheme (FRGS)
    Education and Language Technology ( Consultant)
Private
  1. 2021 - 2022, Private Funding
    Assessing 21st-century Soft Skills Embedded Through University Courses: A Case Of Basic Entrepreneurship Enculturation Course At Universiti Malaya ( Co-Researcher)
  2. 2021 - 2022, Private Funding
    Propensify To Co-work With Students Of Disability: A Case Of Inclusive Education At University Level ( Co-Researcher)
University
  1. 2007 - 2009, Short Term Research Fund (Vote F)(PJP)
    Multi-agent Consultation Systems for Obesity Related Problem ( Principal Investigator(PI))

CONSULTANCY PROJECT


  • Provision of Data Annotation Services for Mimos Berhad, MIMOS BERHAD, Consultant
    27 Oct 2022 - 31 Dec 2022 (National)
  • Reviewer for Isi Journal and International Proceeding (Malaysian Journal of Computer Science and Lrec Workshop), University Malaya
    01 Nov 2010 - 01 Nov 2012 (International)
  • Lecturer, UMCCED
    01 Nov 1999 - 01 Nov 2012 (National)
  • Program Committee for An International Workshop - Malindo (November 2011, Singapore), MALINDO Workshop
    01 Nov 2011 - 01 Nov 2012 (International)
  • Program Committee for Lre-Rel: Language Resources and Evaluation for Religious Texts Workshop,Lrec International Conference, May 2012, Istanbul Turkey,  I-AIBS Institute for Artificial Intelligence and Biological Systems School of Computing, Faculty of Engineering, UNIVERSITY OF LEEDS WWW: http://www.comp.leeds.ac.uk
    01 Nov 2011 - 01 Nov 2012 (International)
  • Soft-Skills Fasilitator and Associate Member, SERU, HEP and University Malaya
    01 Apr 2006 - 01 Apr 2012 (National)
  • Lecturer, UM Distance Learning (PJJ)
    01 Nov 2000 - 01 Nov 2001 (National)
  • Lecture and Supervision, Universiti Malaysia Sarawak
    01 Nov 1999 - 01 Nov 2000 (National)

PAPER PRESENTED


INVITED SPEAKER
  1. Rohana Mahmud, Rasyidah Anuar, Mohamed Lubani, Noradilah Hussin, Salinah Ja afar, Murni Mahmud; Development of Under-Resourced Languages Corpora in Malaysia: The Study of Bahasa Banjar , The Third Regional Conference on Optical character recognition and Natural language processing technologies for ASEAN languages 2019 (ONA 2019), The National Institute of Post Telecommunications and ICT (NIPTICT) (Others) (19 Dec 2019 - 20 Dec 2019)
  2. Natural Language Processing, 2017 CAU-UM Global Summer School Artificial Intelligence, CAU-UM FCSIT Mobility Programme (International) (22 Jul 2017 - 29 Jul 2017)
ORAL PRESENTER
  1. R. MAHMUD DAN P. ALAGAPPAR; KE ARAH PEMBANGUNAN MAHASISWA GLOBAL MELALUI KURSUS KOKURIKULUM KEUSAHAWANAN SOSIAL , PERSIDANGAN KEBANGSAAN KOKURIKULUM UNIVERSITI 2019 (NUCC2019), MAJLIS kOKURIKULUM UNIVERSITI-UNIVERSITI MALAYSIA (UNICC) (National) (10 Jul 2019 - 11 Jul 2019)
PRESENTER
  1. Building A Dictionary of Malay Language Part-of-Speech Tagged Words Using Bahasa WordNet and Bahasa Indonesia Resources, International Conference on Malay Heritage and Civilisation (ICOMHAC 2015), UiTM Kedah & Institut Pengurusan dan Integriti Negeri Kedah Darul Aman (International) (16 Dec 2015 - 17 Dec 2015)
OTHERS
  1. Generating Conversion Rules for Malay-Banjar Translation, Persidangan Penterjemahan Antarabangsa Ke-16, 2017, Universiti Malaya, Dewan Bahasa & Pustaka, Institut Terjemahan & Buku Malaysia, Perbadanan Kota Buku (International) (08 Aug 2017 - 10 Aug 2017)
  2. Benchmarking Mi-NER: Malay Entity Recognition Engine, The Ninth International Conference on Information, Process, and Knowledge Management eKNOW 2017, https://www.iaria.org/index.html (International) (19 Mar 2017 - 21 Mar 2017)

ACADEMIC/PROFESSIONAL SERVICES


Evaluation
  1. (2023) Ajk Mooc/Microcredential Fsktm, University, (Internal Assessor)
  2. (2023) Reviewer of An Article Related to Nlp and Dl, Web Intelligence Journal, International, (Reviewer)
  3. (2023) Ajk Tapisan Staf Fsktm, University, (Internal Assessor)
  4. (2022) The Construction of Knowledge Graph for Chinese Judicial Examination (Master Mixed-Mode), University, (Internal Examiner)
  5. (2022) Quran Tajweed Mispronunciation Detection Using Xls-R Model, University, (Internal Examiner)
  6. (2022) Master of Science (Applied Computing) Dissertation, University, (Internal Examiner)
  7. (2022) Phd Thesis, University, (Internal Examiner)
  8. (2022) Proposal Defend Master of Computer Science (Ac), University, (Internal Examiner)
  9. (2022) Master (Mixed-Mode) Cd Title: Improving Novelty of Abstractive Text Summarization Using Deep Transfer Learning Approaches, University, (Internal Examiner)
  10. (2022) Reviewer An Article Related to Nlp Topic, National, (Reviewer)
  11. (2022) Phd Thesis Cd, University, (Internal Examiner)
  12. (2022) Financial Sentiment Analysis On Cryptocurrencies and Price Trend Prediction With Machine Learning Operations (Mlops), University, (Internal Examiner)
  13. (2021) Pengerusi Jawatankuasa Teknikal Multilingual Information Technology Tc01 (Standard Malaysia), National, (External Assessor)
  14. (2021) Ajk Task Force Sarjana Kepintaran Buatan, University, (Internal Assessor)
  15. (2021) Master of Data Science - Project Report Examiner, University, (Internal Examiner)
  16. (2021) Master of Data Science - Project Report Examiner, University, (Internal Examiner)
  17. (2021) Review a Manuscript for a Malaysian Journal of Computer Science Special Issue - Camp21, International, (Reviewer)
  18. (2021) Penilai Kertas Kerja Seminar Mata Pelajaran Umum Peringkat Kebangsaan 2021, National, (Reviewer)
  19. (2021) Assessing The Suitability of Arabic Reading Materials: a Literature Review, International, (Reviewer)
  20. (2021) Panel for Research Monitoring Symposium McS, University, (Internal Assessor)
  21. (2021) Review a Manuscript for Malaysian Journal of Library & Information Science, National, (Reviewer)
  22. (2020) E-Buletin VALUES CITrA, (Co-Author)
  23. (2020) External Examiner for a PhD Thesis, Al-Madinah International University , (External Examiner)
  24. (2020) Research Monitoring Symposium (REMOS) for AI Departments Postgraduate students (Proposal and Candidature Defend). , (Panel Examiners)
  25. (2020) Internal Examiner for a Master of Computer Science (Full Research), FSKTM UM, (Internal Examiner)
  26. (2020) Reviewer for a paper for a MyTRIZ Conference, (Reviewer)
  27. (2020) Ahli Panel Temuduga Biasiswa Yang DiPertuan Agong , (PANEL TEMUDUGA)
  28. (2019) Temuduga Pensyarah Sambilan CITrA UM untuk Kursus MPU FIS dan PEP Sesi 2019 2020 , (Panel Temuduga)
  29. (2019) Master of Computer Science (Full Research) , (External Examiner)
  30. (2019) External Examiner for Master of Computer Science (by research), School of Computer Science, USM , (External Examiner)
  31. (2018) Revise and review the MPU courses Teaching and Learning materials, documents and conducts, (DEPUTY DIRECTOR)
  32. (2018) Internal Examiner for a Master of Data Science, FSKTM UM, (Internal Examiner)
  33. (2018) I-Wacana Seminar Day, (Advisory Committee)
  34. (2018) Malaysian Journal of Computer Sciences (MJCS) (Artificial Intelligence area) , (Reviewer)
  35. (2016) Malaysian Journal of Computer Science , (Reviewer)
  36. (2015) External Examiner for Master of Information Technology (Computer Science) , (External Examiner)
Contribution to external organisation
  1. (2023) Pakar Bidang dan Jawatankuasa Kamus Kecerdasan Buatan, National, (Technical Advisor)
  2. (2023) Pengerusi Jawatankuasa Teknikal Berkenaan Multilingual Information Technology (Nsc G/Tc 1), National, (Technical Advisor)
  3. (2020) Microsoft Certificate of Achievement for Microsoft Course AI900 - Microsoft Azure AI Fundamentals, Microsoft Partner - Inversion, International
  4. (2020) Participant for Quarantine Tea Talk Show: 'Inspirasi Ilmu STEM Melalui Al-Quran' (online), UNISEL, University
  5. (2020) Peserta Sesi Libat Urus Staf Akademik UM bersama Unit Peneraju Agenda Bumiputera bagi Kertas Plan Strategik Bumiputera RMKe-12 , TERAJU, National
  6. (2020) Participant for Webminar: Teaching and Learning Delivery in COVID-19 Pandemic: Insights from Malaysian Public Universities, MAGNETIC and ADEC UM, National
  7. (2020) Participant for Webminar: KICT Intellectual Talk Series 5 - Responsible Use of Technology: Islamic Perspective, UIAM, University
  8. (2020) Sabbatical Leave (AI in Education) , UTEM, University
  9. (2020) Participant in the Fourth Talk of the Temasek Foundation NTU Programme for AI Research, Education & Innovation in Asia (TF NTU AI ASIA) - Transforming Digital Transformation via Artificial Intelligence (online), Nanyang Technical University and TEMASEK Foundation, Singapore, Others
  10. (2020) Penceramah Bengkel Pemarkahan Kursus KoK dan Sistem Maya, HEPA , HEPA UM
  11. (2020) Workshop of Student Holistic Empowerment (SHE) Course, CITRA, TNCAA Office UM
  12. (2020) Participant for AI Virtual Talk 2020, AI Department, FSKTM UM, University
  13. (2019) Peserta Taklimat Tenaga Pengajar Kursus MPU, Falsafah dan Isu Semasa, Jabatan Pendidikan Tinggi, KPM, National
  14. (2019) Participant for Malaysia English Assessment Stakeholder Engagement Dicussion Session, Jabatan Pendidikan Tinggi, KPM, National
  15. (2019) Participant of Knowledge Sharing Session - Universitas Indonesia Academic Staffs Visit, CITrA UM, Others
  16. (2019) Peserta Mesyuarat Meja Bulat 'Ethics of Artificial Intelligence' anjuran IKIM, IKIM MALAYSIA, National
  17. (2019) Participant for Social Entrepeneurship (SE) Master Class, MaGIC & MoED, National
  18. (2019) Participant for Malaysia-China Technical & Vocational Forum: Embracing IR4.0 Working Together For a Better Future, Kong Xi Institute, UM & UM STEM Centre, International
  19. (2018) Master Certificate in Leadership of Women's Leadership Course for Institutes of Higher Learning, Pusat Kepimpinan Wanita Tun Fatimah Hashim, UKM, National
  20. (2018) Research Leave (Malay NLP AI System), Megasap Sdn Bhd, Others
  21. (2018) Research Collaboration, Computer & Information Systems Department, Public Authority for Applied Education and Training, Kuwait., International
  22. (2018) UM Staf Development Program, ADEC UM, University
  23. (2017) Penyelidik Bersekutu bagi Kluster Analytics & Informatics, SIG Quranic Informatics and Innovation (QUIIN), Soft Computing and Data Mining (SMC) Centre, FSKTM, UTHM, University
  24. (2017) Panel bagi Sesi Lab di bawah Global Enterpreneurships Community (GEC) Summit 2017 (Tajuk: Keeping Traditional Arts Alive in Digital Era), MaGIC, MOSTI & KPT, International
  25. (2017) Subject Matter Expert, Megasap Sdn. Bhd
  26. (2016) Subject Matter Expert, Open University Malaysia, National
  27. (2015) Research Collaboration , IIUM, University
  28. (2015) Postgraduate Research Excellence Symposium (PgRES 2015) - Research Seminar, Faculty Computer Science and Information Technology, University of Malaya
  29. (2014) Participant for Lisbon Machine Learning Summer School (LXMLS 2014), IST, INSTITUTO DE TELECOMUNICACOES, Lisbon Portugal, International
  30. (2014) Sabbatical Leave (NLP: Morphophonology), University of Manchester, International
  31. (2014) Technical Reviewer for the 5th International Conference on ICT for the Muslim World (ICT4M), International Islamic University of Malaysia (IIUM)
  32. (2013) Research Collaboration (AI in Education), UNIMAS, National
  33. (2012) MyTRIZ Level 1 Instructor, MyTRIZ Malaysia
  34. (2008) Technical Committee for The TC/G/1 (MultiLingual) under the Industry Standard Committee (Information Technology, Telecommunication and Multimedia, lSC G), Standard Malaysia
Contribution to event
  1. (2022) Selected Participants from University, National, (Participant)
  2. (2021) Participant in The 5th International Multi-Conference On Ai Technology, International, (Participant)
  3. (2021) Participant in South East Asia Youth Mental Health Conference, International, (Participant)
  4. (2021) Participant in Ai Webinar Series 18, National, (Participant)
  5. (2021) Participant in Decoding The Predatory Journal Menace At Elsevier, International, (Participant)
  6. (2021) Participant in The Webminar On Values-Based Leaderships and Values-Based Performance 2021, National, (Participant)
  7. (2021) Participant in Virtual Convention of My Stem Ambassador, National, (Participant)

SUPERVISION


Under Graduate Students
  1. (2022) AI Department: 1. Early Prediction of Mental Health Status based on Individual Sharing in Social Media related to Covid-19 domain and 2. Sistem Istilah dwibahasa dengan sokongan pertuturan dan abreviasi
  2. (2021) Penyelia Latihan Industri
  3. (2021) Penyelia Latihan Ilmiah
  4. (2021) Dental Diagnosis Expert System
  5. (2020) LATIHAN INDUSTRY
  6. (2019) Projek Tahun Akhir (Latihan Ilmiah)
  7. (2018) Projek Tahun Akhir (Latihan Ilmiah)
  8. (2017) Projek Tahun Akhir (Latihan Ilmiah)
Postgraduate Student
PhD/ Doctoral
  1. (2022) TOWARDS COMMONSENSE QUESTION ANSWERING, Marphy Kiat Hong Wong
  2. (2022) BIOACOUSTIC EVENT DETECTION AND SPECIES RECOGNITION WITH CONSTRAINED DEEP LEARNING, MUHAMMAD MUN'IM BIN AHMAD ZABIDI
  3. (2022) Machine Learning, Zhang Xuezhen
  4. (2022) Emotion classification of the multi-lingual text of the speech, John Law Leh Ping
  5. (2022) Online Social Network (OSN): Detection unrelated tweets to a given hashtag in Arabic Language, Ali Alhazmi
  6. (2022) THE OPTIMUM COMBINATION OF LOCAL SEARCHES FOR GENETIC OPERATORS IN MEMETIC ALGORITHM FOR LAND USE AND TRANSPORTATION ALLOCATION PROBLEM IN BAGHDAD, NADA YOUSIF HASHIM AL-JUMAILI
  7. (2022) A TRANSLATION MODEL USING HYBRID APPROACHES TO IMPROVE ARABIZI DIALECT SENTIMENT ANALYSIS IN BUSINESS TWEET’S, MOHAMED ELHAG MOHAMED ABO
  8. (2022) Artificial Intelligence in Education, Wenbo Xu
  9. (2020) Natural Language Processing, Mohamed Elhag Mohamed Abo
  10. (2019) Named-Entity Disambiguation for Ontology Population using Embedded-Based Context-Entity Semantic Relatedness, Mohamed Lubani (M0100101)
  11. (2019) DEEP LEARNING FOR SENTIMENT ANALYSIS OF MALAY TWEETS, MUHAMMAD MUN'IM BIN AHMAD ZABIDI
  12. (2019) Emotion Context Interpretation based on lexical semantic, Nada Yousif Hashim Al-Jumaili
Master
  1. (2022) FEATURE SELECTION FOR LOCATION METONYMY USING AUGMENTED BAG-OF-WORDS, MUHAMMAD ELYAS MEGUELLATI
  2. (2022) The Development of a Visual Question Answering (VQA) System for Public Safety using Person Re-Identification Techniques, Vegnish Rao Paramesura Rao
  3. (2020) DEVELOPMENT OF AN EMOTION SEMANTIC CATEGORY IN MALAY LANGUAGE, NURAINI AFIQAH BINTI ROHANIP
  4. (2020) Prediction Model for Department Balanced Scorecard Progress, FATIMAH BINTI MOHD NIZAM
  5. (2020) Prediction of Co-Curricular Course Selection in Higher Education, Yong Chin Xian
  6. (2020) PREDICTION OF CO-CURRICULAR COURSE SELECTION IN HIGHER EDUCTION, YONG CHIN XIAN
  7. (2020) Development of an Emotion Semantic Category in Malay Language, Noraini Afiqah Binti Rohanip
  8. (2019) Software Effort Prediction From Brief Requirement Text, John Law Leh Ping
  9. (2019) Student Intent Classification Model for University FAQS Retrieval, Deng Qiaoyin
  10. (2018) An Information Retrieval Model Based on Interaction Features and Neural Networks, FADEL ALHASSAN
  11. (2018) An Information Retrieval Model Based on Interaction Features and Neural Networks, FADEL ALHASSAN
  12. (2017) Systemic Functional Grammar for Malay Semantic Analyzer, LIEW KWEI PING
  13. (2017) An Unsupervised Rule-Based Text-to-Picture Children?s Story-Book Generator, MEHDI SHAHVERDI
  14. (2017) A Predictive Model for Classification of Emotional Intensity of an English Speech, Ooi Shau Ming
  15. (2017) An Unsupervised Rule-Based Text-to-Picture Children?s Story-Book Generator, MEHDI SHAHVERDI
  16. (2017) Systemic Functional Grammar for Malay Semantic Analyzer, LIEW KWEI PING
  17. (2015) SELF-TUNED DEEP LEARNING MODEL FOR TEXT RELATION EXTRACTION, MOHAMED LUBANI
  18. (2013) Case Based Reasoning for Autospy Using Forensic Features, YEOW WEI LIANG
  19. (2013) Extending Rule-based Technique with Ontology, HAIRUL AYSA BINTI ABDUL HALIM SITHIQ
  20. (2013) Self-tuned deep learning model for text relation extraction, Mohamed Lubani
  21. (2011) Case Based Reasoning for Autospy Using Forensic Features, Yeow Wei Liang
  22. (2011) An Ontologycal framework for matching Exam Question with Learning Outcome, Lalitha Loganathan
  23. (2011) Mapping of Examination Questions Towards Learning Outcome Statement Using Ontological Structure & Reasoner, LALITHA A/P LOGANATHAN
  24. (2009) Why-Question Generation Based on Causal Discourse Relations, YAZEED IBRAHIM MAHMOD SLEET
  25. (2009) A Statistical Parser to Reduce Structural Ambiguity in Malay Grammar Rules, NOOR HAFHIZAH BINTI ABD RAHIM
  26. (2008) Why Question Generation based on Causal Discourse Relations, Yazeed Ibrahim Mahmod Sleet
  27. (2008) Multi Agent Consultation System for male-obesity problems, Hairul Aysa Abd. Halim Shitiq
  28. (2007) A STATISTICAL PARSER TO REDUCE AMBIGUITY IN MALAY LANGUAGE, Noor Hafhizah Abdul Rahim

TEACHING


Master
  1. (2022) WQD7001 - Principles of Data Science
  2. (2021) WQD7001 - Principles of Data Science
  3. (2020) WOA7013 - Theory and Applications of Natural Language Processing
  4. (2019) WOA7013 - Theory and Applications of Natural Language Processing
  5. (2016) WAGA6313 - Natural Language Processing and Applications
  6. (2015) WAGA6313 - Natural Language Processing and Applications
  7. (2015) WXGX6101 - Research Foundation in Computer Sciences
  8. (2014) WAGA6311 - Advanced Topics in Expert System
  9. (2012) WAGA6313 - Natural Language Processing and Applications
  10. (2009) WXGC6307 - Artificial Intelligence Techniques
  11. (2009) WXGX6101 - Research Foundation in Computer Sciences
Bachelor/First Degree
  1. (2022) WID2001 - Knowledge Representation and Reasoning
  2. (2022) WID3002 - Natural Language Processing
  3. (2022) WIX2001 - Thinking and Communication Skills
  4. (2021) WIA1004 - Fundamentals of Artificial Intelligence
  5. (2021) WIX2001 - Thinking and Communication Skills
  6. (2021) WID2001 - Knowledge Representation and Reasoning
  7. (2020) WID2001 - Knowledge Representation and Reasoning
  8. (2020) WIA1004 - Fundamentals of Artificial Intelligence
  9. (2019) WIA1004 - Fundamentals of Artificial Intelligence
  10. (2019) WID3002 - Natural Language Processing
  11. (2019) WAES2103 - Expert Systems
  12. (2017) WAES1102 - Principle of Artificial Intelligence
  13. (2013) WXES2112 - Thinking and Communication Skills
  14. (2010) WAES1102 - Principals of Artificial Intelligence
  15. (2008) Artificial Intelligence Tools (Weka Data Mining Toolset)
  16. (2007) WAES2105 - Intelligent Information System & Problem Solving
  17. (2001) WXES2103 - Database
  18. (2000) WAES2107 - Fundamentals of Cognitive Science
  19. (1999) WAES2106 - Prolog Programming
  20. (1998) WMES1101 - Information System
Others
  1. (2010) EDIT14 - Introduction to Information Systems
  2. (2000) Internet and Intranet

PATENT/IPR


  • A meta data of most frequently used lexical by Malaysian during panic situation.
    COPYRIGHT
  • Early Detection Tool to Facilitate Screening of Depression (SCREED) Source code
    COPYRIGHT
  • USING PREDICTIVE LEARNING ANALYTICS TO PREDICT STUDENTS AT RISK OF DROPPING OUT: THE CASE OF UNDERGRADUATE COMPUTER SCIENCE MAJOR
    COPYRIGHT
  • Aspect-based sentiment analysis to understand student dropout from STEM fields (ASASD).
    COPYRIGHT
  • Malay-Banjar Translated Text Collection Tool Aided by Automatically Generated Translation Rules
    COPYRIGHT
  • Method and System Of Processing An Image Of Bone
    PATENT
  • Metadata of most frequently used lexical by Malaysian during a panic situation
    Copyright (National)
  • A Malay-Banjar Translated Text Collection Tool Aided by Automatically Generated Translation Rules
    Copyright (University)
  • A fully customizable Part-Of-Speech (POS) Tagger with Regular Expression
    COPYRIGHT
  • A Fully Customizable Natural Language Parser with Regular Expression
    Copyright (University)

SOCIAL RESPONSIBILITY ACTIVITIES


  • Qurban Sponsorhips for Wilayah Kushtia, Bangladesh (Qurbanaid), (02 Aug 2020 - 02 Aug 2020)
  • Fsktm Family Day 2019, (14 Dec 2019 - 15 Dec 2019)
  • Jualan Amal Buy 4 Charity Anjuran Fsktm dan Aracare Selangor, (26 Nov 2019 - 26 Nov 2019)
  • Stem Appreciation Day At Sekolah Sultan Abdul Samad, Petaling Jaya, (16 Nov 2019 - 16 Nov 2019)
  • Ahli Jawatan Kuasa Persatuan Wanita Universiti Malaya (Uwa), (01 Nov 2019 - 01 Nov 2021) (University)
  • Fsktm Merdeka Walk 2019, (27 Aug 2019 - 27 Aug 2019)
  • Fsktm Merdeka Walk 2018, (13 Oct 2018 - 13 Aug 2018)
  • Pelabur Program Warriors Challenge Negeri Sembilan, (09 Mar 2018 - 11 Mar 2018)
  • Sumbangan Pek Makanan Asas Untuk Pelarian Rohingya, Bangladesh (Imwu), (01 Jan 2018 - 31 Dec 2018)
  • Tajaan Larian Um111/Fsktm22, (12 Nov 2016 - 12 Nov 2016)
  • Ajk Pendaftaran Simposium Sahih Fsktm 21016, (15 Mar 2016 - 16 Mar 2016)
  • World Hemophilia Day 2015 Jogathon, (16 May 2015 - 16 May 2015)
  • Kebajikan Anak-Anak Yatim Project (Kebatim, Under 5th Residential College Activities), (31 Jul 2010 - 31 Jul 2012)
  • National Blood Donation (Advisor for College 5 Students' Activities), (30 Jul 2010 - 31 Jul 2012)
  • Commitee Members for Pusat Dalam Komuniti (Pdk) Lembah Pantai Under Jabatan Kebajikan Masyarakat (Wp), (01 May 2008 - 31 Jan 2012)