Curriculum Vitae

ASSOCIATE PROF. DR. NORISMA BINTI IDRIS

Associate Professor
  • Department of Artificial Intelligence
    Faculty of Computer Science and Information Technology
  • norisma
  • 0379676395

AREAS OF EXPERTISE

  • NATURAL LANGUAGE
    LEXICAL ANALYSIS, TEXT NORMALIZATION, TEXT SUMMARIZATION, MACHINE TRANSLATION, SENTIMENT ANALYSIS
  • NATURAL LANGUAGE
    MALAY TEXT PROCESSING, MALAY TEXT NORMALIZATION, MALAY STEMMING ALGORITHMS
  • ARTIFICIAL INTELLIGENCE IN EDUCATION
    summarization, summary sentence decomposition, heuristic rules, understanding & categorization, essay grading system

ACADEMIC QUALIFICATION

  • IJAZAH DOKTOR FALSAFAH, (Natural Language Processing)
    Universiti Malaya (UM)
  • IJAZAH SARJANA SAINS KOMPUTER, (Kepintaran Buatan)
    Universiti Malaya (UM)
  • BSC, (SAINS KOMPUTER)
    Universiti Malaya (UM)

ADMINISTRATIVE DUTIES

  • Exercising The Function of Dean
    10 Nov 2024 - present (Dean Office, Faculty of Computer Science and Information Technology)
  • Deputy Dean of Undergraduate
    01 Jan 2022 - present (Dean Office, Faculty of Computer Science and Information Technology)
  • Task Force Member
    13 Jun 2023 - 12 Jun 2025 (University Malaya)
  • AHLI JAWATANKUASA TASK FORCE PENGEMASKINIAN KAEDAH DAN PERATURAN UNIVERSITI MALAYA (IJAZAH DASAR) 2019
    01 Dec 2023 - 30 Nov 2024 (University Malaya)
  • PENASIHAT AKADEMIK SESI 2023/2024
    12 Oct 2023 - 11 Oct 2024 (Dean Office, Faculty of Computer Science and Information Technology)
  • JAWATANKUASA PEMILIHAN CALON SISWA PROGRAM PEMBANGUNAN SISWA SULUNG 2.0 (SULUNG 2.0) PERINGKAT FSKTM
    20 Sep 2023 - 19 Sep 2024 (Dean Office, Faculty of Computer Science and Information Technology)
  • PENGERUSI BAGI AHLI JAWATANKUASA SPESIFIKASI PEROLEHAN PERKHIDMATAN PROGRAM LATIHAN BAGI PENSIJILAN PROFESIONAL KPT-PACE - MICROSOFT POWER BI DATA ANALYST WORKSHOP AND CERTIFICATION
    16 Oct 2023 - 31 Dec 2023 (University Malaya)
  • AHLI JAWATANKUASA TASKFORCE SISTEM PENASIHAT AKADEMIK (SPA)
    17 Jul 2023 - 31 Dec 2023 (University Malaya)
  • Coordinator
    01 Jun 2021 - 31 May 2023 (University Malaya)
  • Jawatankuasa Kurikulum Sarjana Muda Sains Komputer (Sains Data)
    01 Jan 2019 - 31 Dec 2022 (Faculty)
  • AHLI JAWATANKUASA ROADSHOW
    01 Oct 2020 - 30 Sep 2022 (Faculty)
  • Head of Department
    07 Oct 2019 - 31 Dec 2021 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • KETUA PASUKAN PEMBANGUNAN KURIKULUM BAGI PROGRAM UMCCED
    01 Oct 2020 - 30 Sep 2021 (University Malaya)
  • PETUGAS PAMERAN JOM MASUK IPT 2020
    31 Jan 2020 - 31 Mar 2021 (Faculty)
  • KETUA KLUSTER TECHNOLOGY/ARTIFICIAL INTELLIGENCE AND DATA ANALYSTICS (i-TECHIE)
    10 Sep 2019 - 31 Dec 2020 (University Malaya)
  • Supervisor
    06 Dec 2019 - 31 Dec 2019 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Head Coordinator
    10 Sep 2019 - 31 Dec 2019 (University Malaya)
  • Associate Editor of the Malaysian Journal of Computer Science (MJCS)
    14 Mar 2018 - 13 Mar 2019 (University Malaya)
  • AHLI JAWATANKUASA PANEL PENILAI DALAMAN FRGS
    15 Feb 2019 - 10 Mar 2019 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • KETUA JAWATANKUASA KECERIAAN
    08 Feb 2017 - 08 Feb 2018 (Faculty)
  • Head of Department
    01 Aug 2016 - 31 Jul 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Head of Department
    01 Aug 2014 - 31 Jul 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Management Executives for Postgraduate Research Excellence Symposium (PgRES 2017)
    18 Jul 2017 - 18 Jul 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Head of Department
    01 Aug 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Ijazah Tinggi (JKIT) FSKTM
    01 Aug 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Projek Penambahbaikan Berterusan FSKTM
    03 Aug 2015 - 29 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • BENDAHARI BAGI SIMPOSIUM KEBANGSAAN SISTEM AUTEMTIKASI AL-QURAN DAN AL-HADITH (SAHIH 2016)
    01 Jan 2016 - 30 Jun 2016 (National)
  • Ahli Jawatankuasa Kurikulum FSKTM (Ijazah Dasar)
    01 Jul 2011 - 30 Jun 2016 (Faculty)
  • Ahli Jawatankuasa Pengurusan Postgraduate Research Excellence Symposium 2015
    27 Jan 2015 - 30 Jun 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Haluansiswa 2015/2016
    01 Jun 2015 - 30 Jun 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Treasurer in Web Development using WordPress, Movie Maker and Adobe Photoshop Project
    01 Aug 2015 - 30 Nov 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Academic Project Coordinator
    07 Jan 2013 - 07 Jan 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Penemuduga bagi Kemasukan ke Program Pengajian Ijazah Dasar dan Asasi Sesi 2013/2014
    28 Mar 2013 - 28 Mar 2014 (University Malaya)
  • Ahli Jawatankuasa Malaysian Journal of Computer Science
    13 Nov 2013 - 13 Mar 2014 (Faculty)
  • Ahli Jawatankuasa Pemilihan Kemasukan bagi Program Ijazah Sarjana Muda di FSKTM
    31 Jan 2013 - 31 Jan 2014 (Faculty)
  • Coordinator of Academic Project
    01 Mar 2011 - 31 Dec 2012 (Faculty)
  • Head of Artificial Intelligence & Multimedia Research Group (ICT Cluster)
    01 Mar 2011 - 31 Dec 2011 (Faculty)
  • Dept Representative for Higher Degree of FCSIT (Master of Computer Science, Master of Information Technology, Master of Software Engineering)
    01 Jan 2004 - 31 Jul 2005 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Fire Warden
    01 Jan 2003 - 31 Dec 2004 (Faculty)
  • Internal Auditor for Research Unit
    01 Jan 2003 - 31 Dec 2004 (Faculty)
  • Committee Member for IPTA Programme Quality Assessment
    01 Jan 2004 - 31 Dec 2004 (Faculty)
  • Committee Member for International Conference of Informatics and Research on Women in ICT 2004
    01 Jan 2004 - 31 Dec 2004 (Faculty)
  • Committee Member for Family Day
    01 Jan 2003 - 31 Dec 2003 (Faculty)
  • Penyelaras Latihan Ilmiah
    31 Aug 2001 - 30 Jun 2003 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)

MEMBERSHIPS

  • SUB-WORKING GROUP ON SEOUL ACCORD APPLICATION, MEMBER
    2023 to 2024 (National)
  • PENYELARAS KEBOLEHPASARAN GRADUAN , MEMBER
    2021 to 2023 (University)
  • TASK FORCE 15: STUDENT'S START-UP, MEMBER
    2021 to 2021 (University)
  • MALAYSIAN JOURNAL OF COMPUTER SCIENCE, ASSOCIATE EDITOR
    2019 to 2019 (University)
  • ANALYTICS AND INFORMATICS, SPECIAL INTEREST GROUP QURANIC INFORMATICS AND INNOVATION, RESEARCH FELLOW
    2017 to 2019 (National)

AWARD AND STEWARDSHIP

  • GOLD AWARD
    UPM, 2022 (National)
  • GOLD MEDAL
    UPM, 2022 (International)
  • GOLD Award in the 1st Digitalised International Invention, Innovation and design Competition
    UiTM Johor, 2018 (National)
  • APPRECIATION AS EXPERT PANEL
    UNIVERSITY OF MALAYA, 2017 (University)
  • The Best Paper of the 1st International Conference on Industrial, Enterprise and System Engineering ICoIESE 2017.
    IEEE Indonesia and Telkom University , 2017 (International)
  • DIAMOND AWARD IN INTERNATIONAL INVENTION & INNOVATIVE COMPETITION (InIIC Series 1/2017)
    MNNF Network, 2017 (International)
  • ANUGERAH PERKHIDMATAN CEMERLANG
    UNIVERSITI MALAYA, 2016 (University)
  • GOLD PRIZE IN THE 3RD INTERNATIONAL YOUNG INVENTORS AWARD
    INDONESIAN INVENTION AND INNOVATION PROMOTION ASSOCIATION (INNOPA), 2016 (International)
  • GOLD AWARD IN INVENTION INNOVATION AND DESIGN EXPOSITION iidex 2016
    UNIVERSITI TEKNOLOGI MARA, 2016 (National)
  • EXCELLENCE SERVICE AWARD
    University of Malaya, 2016 (University)
  • Shortlisted for the e-learning Category in QS Stars Reimagine Education Awards 2015
    QS Stars, 2015 (International)
  • Gold Award for National Invention Innovation Design Research (NIIDR 2015)
    National Invention Innovation Design Research 2015, 2015 (National)
  • Gold Award
    Invention, Innovation and Design Exposition 2015 iidex2015, 2015 (International)
  • Special Award
    Asia Invention Association, 2015 (International)
  • 1st World Invention Innovation Contest (WiC) 2015
    Korea World Invention Innovation Contest, 2015 (International)
  • CHAN Special Award
    Infrastructure University Kuala Lumpur, 2014 (National)
  • Gold Award dalam Pertandingan Rekacipta dan Inovasi Institusi Pengajian Tinggi Swasta (PERINTIS 2014)
    Infrastructure University Kuala Lumpur, 2014 (National)
  • Gold Medal in International Innovation, Design and Articulation (i-IDEA 2014)
    UITM, 2014 (International)
  • EXCELLENCE SERVICE AWARD
    University of Malaya, 2013 (University)
  • Anugerah Perkhidmatan Cemerlang
    Universiti Malaya, 2013 (University)
  • Bronze Medal in International Exposition and Research Innovation in Education
    Sultan Idris Education University, 2013 (National)
  • EXCELLENCE SERVICE AWARD
    University of Malaya, 2005 (University)
  • Sijil Penghargaan Penilaian Kursus & Pengajaran Tertinggi bagi Sesi 2004/2005 Sem 2
    Faculty of Computer Science & IT, 2005 (Others)
  • Best paper "Salhana Amad Darwis, Norisma Idris, Rukaini Abdullah, Cheong Tau Pau & Chong Theng Hui. Automated Essay Grading System: A Comparison Between Vector Space Model and Nearest Neighbour Technique On Malay Text. The Seventh International Conference on Information Integration and Web-based Applications & Services (iiWAS2005), Istana Hotel Kuala Lumpur, September 19-21, 2005, pp 331-342."
    International Conference on Information Integration and Web-based Applications & Services (iiWAS2005), 2005 (International)
  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2004 (University)
  • Anugerah Perkhidmatan Cemerlang
    University of Malaya, 2004 (University)
  • Sijil Penghargaan Penilian Kursus dan Pengajaran Terbaik Sesi 2003/2004 Semester 1 bagi kursus WAES2202
    Faculty of Computer Science & IT, 2003 (Others)
  • Sijil Pekerja Cemerlang
    University of Malaya, 2003 (University)

PUBLICATIONS

Article in Journal
WoS
  1. Shoaib, Lily Azura; Safii, Syarida Hasnur; Idris, Norisma; Hussin, Ruhaya; Sazali, Muhamad Amin Hakim (2024). Utilizing decision tree machine model to map dental students' preferred learning styles with suitable instructional strategies, BMC MEDICAL EDUCATION. 24(1). doi:10.1186/s12909-023-05022-5
  2. Alomari, Ayham; Idris, Norisma; Sabri, Aznul Qalid Md; Alsmadi, Izzat (2023). Improving Coverage and Novelty of Abstractive Text Summarization Using Transfer Learning and Divide and Conquer Approaches, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 36(3)
  3. Alomari, Ayham; Idris, Norisma; Sabri, Aznul Qalid Md; Alsmadi, Izzat (2022). Deep reinforcement and transfer learning for abstractive text summarization: A review, COMPUTER SPEECH AND LANGUAGE. 71. doi:10.1016/j.csl.2021.101276
  4. Tubishat, Mohammad; Ja'afar, Salinah; Idris, Norisma; Al-Betar, Mohammed Azmi; Alswaitti, Mohammed; Jarrah, Hazim; Ismail, Maizatul Akmar; Omar, Mardian Shah (2022). Improved sine cosine algorithm with simulated annealing and singer chaotic map for Hadith classification, NEURAL COMPUTING & APPLICATIONS. . doi:10.1007/s00521-021-06448-y
  5. Abdi, A., Hasan, S., Shamsuddin, S. M., Idris, N., & Piran, J. (2021). A hybrid deep learning architecture for opinion-oriented multi-document summarization based on multi-feature fusion. Knowledge-Based Systems, 213, 18. doi: 10.1016/j.knosys.2020.106658
  6. 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
  7. Tubishat, M., Idris, N., & Abushariah, M. (2021). Explicit aspects extraction in sentiment analysis using optimal rules combination. Future Generation Computer Systems-the International Journal of Escience, 114, 448-480. doi: 10.1016/j.future.2020.08.019
  8. Tubishat, M., Ja'afar, S., Alswaitti, M., Mirjalili, S., Idris, N., Ismail, M. A., & Omar, M. S. (2021). Dynamic Salp swarm algorithm for feature selection. Expert Systems with Applications, 164, 15. doi: 10.1016/j.eswa.2020.113873
Others
  1. Abdi, A; Hasan, S; Arshi, M; Shamsuddin, S; Idris, N 2020. A question answering system in hadith using linguistic knowledge. COMPUTER SPEECH AND LANGUAGE
  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. Chiou Sheng Chew, Wen-Chi Vivian Wu, Norisma Idris, Er Fu Loh, & Yan Piaw Chua. (2020). Enhancing Summary Writing of ESL Learners via a Theory-Based Online Tool: System Development and Evaluation. Journal of Educational Computing Research, 58(2) 398 432.
  4. Maitama, JZ; Idris, N; Zakari, A 2020. A Systematic Mapping Study of the Empirical Explicit Aspect Extractions in Sentiment Analysis. IEEE ACCESS
  5. 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.
  6. Alguliyev RM, Aliguliyev RM, Isazade NR, Abdi A, Idris N. COSUM: Text summarization based on clustering and optimization. Expert Systems. 2018;e12340.
  7. Chew, C.S., Idris, N., Loh, E.F., Wu, Wen Chi Vivian, Chua, Y.P., Bimba, A.T. (2019). The effects of a theory-based summary writing tool on students' summary writing. Journal of Computer Assisted Learning, 35(3), 435-449.
  8. 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.
  9. Tubishat, M., Abushariah, M.A.M., Idris, N., Aljarah, I. (2019) Improved whale optimization algorithm for feature selection in Arabic sentiment analysis. Applied Intelligence 49(5), 1688-1707.
  10. Abdi, A., Idris, N., Alguliyev, R.M., & Aliguliyev, R.M. (2018). Bibliometric Analysis of IP&M Journal (1980 - 2015). Journal of Scientometric Research 7 (1), 54-62.
  11. Abdi,A., Idris, N., &Ahmad, Z. (2018). QAPD: An Ontology based Question Answering System in the Physics Domain. Soft Computing, 22(1), 213 230. doi:10.1007/s00500 016 2328 2
  12. R.D. Al-Dabbagh, F. Neri, N. Idris, M.S. Baba, Algorithmic design issues in adaptive differential evolution schemes: Review and taxonomy, Swarm and Evolutionary Computation BASE DATA (2018), doi: 10.1016/j.swevo.2018.03.008.
  13. Tubishat, M., Idris, N., & Abushariah, M. A. M. (2018). Implicit aspect extraction in sentiment analysis: Review, taxonomy, opportunities, and open challenges. Information Processing & Management, 54(4), 545 563. doi:10.1016/j.ipm.2018.03.008
  14. Abdi, A., Shamsuddin, S. M., Idris, N.,Alguliyev, R. M., Aliguliyev, R. M. (2017). A linguistic treatment for automatic external plagiarism detection. Knowledge Based Systems, 135, 135 146.
  15. Abdi, Asad; Idris, Norisma; Alguliyev, Rasim M.; et al. Query-based Multi-documents Summarization using Linguistic Knowledge and Content Word Expansion. Soft Computing, 21(7), p.p 1785-1801.
  16. Alguliyev, Rasim M.; Aliguliyev, Ramiz M.; Isazade, Nijat R.; Abdi, A., Idris, N. (2017). A Model for Text Summarization. INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 13(1), 67-85.
  17. 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
  18. Abdi, A., Idris, N., Alguliyev, R.M. & Aliguliyev, R.M. 2016. An Automated Summarization Assessment Algorithm for Identifying Summarizing Strategies. PLoS ONE 11(1): e0145809.
  19. Andrew Bimba, Norisma Idris, Norazlina Khamis, Nurul Fazmidar Mohd Noor. 2016. Stemming Hausa text: using affix-stripping rules and reference look-up. Language Resources and Evaluation 50:687 703.
  20. 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.
  21. Marjan Mansourvar, Adeleh Asemi, Ram Gopal Raj, Sameem Abdul Kareem, Chermaine Deepa Antony, Norisma Idris, Mohd Sapiyan Baba. 2016. A Fuzzy Inference System for Skeletal Age Assessment in Living Individual. International Journal of Fuzzy Systems (IJFS). doi:10.1007/s40815-016-0232-7
  22. Asad Abdi, Norisma Idris, Rasim M. Alguliev, & Ramiz M. Aliguliyev. 2015. Automatic Summarization Assessment through a Combination of Semantic and Syntactic Information for Intelligent Educational Systems. Information Processing & Management, 51(4), 340-358.
  23. Asad Abdi,Norisma Idris, Rasim M. Alguliyev, Ramiz M. Aliguliyev. 2015. PDLK: Plagiarism detection using linguistic knowledge. Expert Systems with Applications, 42(22), 1 December 2015, pp 8936-8946.
  24. Mohammad Arshi Saloot , Norisma Idris, Rohana Mahmud. 2014. An Architecture for Malay Tweet Normalization. Information Processing and Management, 50(5), 621-633.
  25. 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
  26. Salhana Amad Darwis,Rukaini Abdullah ,Norisma Idris. 2012. Exhaustive Affix Stripping And A Malay Word Register To Solve Stemming Errors And Ambiguity Problem In Malay Stemmers. Malaysian Journal of Computer Science (ISSN 0127-9084)Volume:25, No 4, 192-209
  27. Norisma Idris, Sapiyan Baba and Rukaini Abdullah. 2011. Identifying Students Summary Writing Strategies using Summary Sentence Decomposition Algorithm. Malaysian Journal of Computer Science, Volume 24, No. 4, pp 180 - 194.
  28. 25)Norisma Idris, Mohd. Sapiyan Baba and Rukaini Abdullah. A Summary Sentence Decomposition Algorithm for Summarizing Strategies Identification. Journal of Computer and Information Science, Vol. 2, No. 1, pp 200 210, 2009. (Archived in Library and Archives Canada and indexed in Canadiana (The National Bibliography) and AMICUS)
  29. Norisma Idris, Mohd. Sapiyan Baba & Rukaini Abdullah. 2008. Using Heuristic Rules from Sentence Decomposition of Experts Summaries to Detect Students' Summarizing Strategies. International Journal of Humanities & Social Sciences, Volume 2 Number 1, pp 28 - 32. Reviewed and Indexed by The Library of Congress, Google Scholar, Directory of Open Access Journals (DOAJ), EBSCO, Ulrich s Periodicals Directory, German National Library of Science and Technology and University Library Hannover (TIB/UB), Electronic Journals Library (Elektronische Zeitschriftenbibliothek, EZB), Genamics, GALE and INTUTE
  30. Norisma Idris, Maizatul Akmar Ismail, Abrizah Abdullah. 2003. ICT-LitPro: A Community-Based Initiative on Implementing a National Curriculum on Information and Communication Technology Literacy. International Journal of Learning, Volume 10, pp 1211- 1220.
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. Fong, K. S., Bong, C. H., Ahmad, Z. & Idris, N. (2016). Feel-It: An Intelligent Secondary School Physics Q&A System. Luaran, J. E., Sardi, J., Aziz, A. & Alias, N. A. Envisioning the Future of Online Learning, pp 79-92. Springer Science Business Media Singapore.
  4. 10)Norisma Idris, Sapiyan Baba and Rukaini Abdullah. 2011. An Analysis of Students Summaries using Summary Sentence Decomposition. Book Chapter in Issues on Skills and Competencies in Education. Munir Shuib et al. (Ed). ISBN: 978-983-861-511-2, pp 21 31, Universiti Sains Malaysia Press.
Article in Proceeding
  1. Hakim Sazali M. A. and Idris. N. (2022). Neural Machine Translation for Malay Text Normalization using Synthetic Dataset. 10th International Conference on Information and Communication Technology (ICoICT), 2022, pp. 386-390, doi: 10.1109/ICoICT55009.2022.9914841.
  2. Maitama, J. Z., Idris, N., Abdi, A., Bimba, A. T. (2021). Aspect Extraction in Sentiment Analysis Based on Emotional Affect Using Supervised Approach, 4th International Conference on Artificial Intelligence and Big Data, 372- 376.
  3. Tubishat, M., & Idris, N. (2017). Explicit And Implicit Aspect Extraction Using Whale Optimization Algorithm And Hybrid Approach. International Conference on Industrial Enterprise and System Engineering (ICOIESE) 2017, November 2017.
  4. 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.
  5. Adeleh Asemi, Mohd Sapiyan bin Baba, Asefeh Asemi, Rukaini Binti Haji Abdullah, Norisma Idris. 2014. Fuzzy Multi Criteria Decision Making Applications: A Review Study.Proceedings of the 3rd International Conference on Computer Engineering & Mathematical Sciences (ICCEMS 2014), pp 344-351.
  6. Bimba Andrew & Norisma Idris. 2014. Perception of Novices on Difficulties in Understanding Physics Problem. Proceedings of the 4th Annual International Conference on Education & e-Learning (Eel 2014), 29- 34.
  7. Mohammad Arshi Saloot, Norisma Idris & AiTi Aw. 2014. Noisy Text Normalization Using an Enhanced Language Model. Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, Kuala Lumpur, Malaysia, 2014, pp 111 - 122.
  8. 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.
  9. 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.
  10. Norisma Idris, Mohd. Sapiyan Baba & Rukaini Abdullah. 2008. An Analysis of student-written summaries using summary sentence decomposition. National Conference on Skills and Competencies in Education, University of Science Malaysia.
  11. Norisma Idris, Mohd Sapiyan Baba & Rukaini Abdullah. 2007. Designing heuristics rules to detect students' strategies in summarizing using decomposition of expert-written summaries. In the Proceedings of the 1st International Malaysian International Technology Convention 2007, Johor Bahru, pp 346 - 352.
  12. Norisma Idris, Mohd. Sapiyan Baba & Rukaini Abdullah. 2007. An Analysis on student-written summaries: A Step towards Developing an Automated Summarization Assessment. International Conference on Electrical Engineering and Informatics (ICEEI2007). Institut Teknologi Bandung, Indonesia, pp 550 - 553.
  13. Norisma Idris, Mohd. Sapiyan Baba & Rukaini Abdullah. 2007. Using Heuristic Rules from Sentence Decomposition of Experts Summaries to Detect Students' Summarizing Strategies. The 4th International Conference on Computer, Electrical, Systems Science, and Engineering (CESSE 2007), Bangkok Thailand, pp 530-534.
  14. Norisma Idris, Mohd. Sapiyan Baba & Rukaini Abdullah. 2006. A Preliminary Study on Developing an Automated Comprehension Assessment using Summary-To-Summary Approach. Konvensyen Teknologi Pendidikan ke-19, Langkawi Kedah, pp 518-523.
  15. Salhana Amad Darwis, Norisma Idris, Rukaini Abdullah & S.M.F.D. Syed Mustapha. 2006. Using Information Retrieval Techniques for Developing Automated Essay Grading System for Malay Text. Konvensyen Teknologi Pendidikan ke-19, Langkawi Kedah, pp 802-808.
  16. Norisma Idris, S.M.F.D. Syed Mustapha & Rukaini Abdullah. 2005. Embedding Information Retrieval and Nearest-Neighbour Algorithm into Automated Essay Grading System. The Third International Conference on Information Technology and Applications (IEEE), Sydney Australia, pp 169 - 172.
  17. Norisma Idris, Salhana Amad Darwis, Rukaini Abdullah, Cheong Tau Pau & Chong Theng Hui. 2005. Automated Essay Grading System: A Comparison Between Vector Space Model and Nearest Neighbour Technique On Malay Text. The Seventh International Conference on Information Integration and Web-based Applications and Services (iiWAS2005), Istana Hotel Kuala Lumpur, pp 331 - 342.
  18. Mohd Khalit Othman, Norisma Idris, Raja Jamilah Raja Yusof. 2004. Pembangunan Model Garis Panduan Pengajaran Bahasa Pengaturcaraan C:Satu Analisis di Fakulti Sains Komputer Dan Teknologi Maklumat, Universiti Malaya. Prosiding Seminar Kebangsaan Sosio-Ekonomi dan IT ke-2, Universiti Utara Malaysia, Alor Setar Kedah, pp 739-754 (Jilid 2).
  19. Norisma Idris & Hon Tsong, Cheong. 2004. Human Resource Advisory System: New Perspective in Human Resource Management. The Sixth International Conference on Information Integration and Web-based Applications & Services (iiWAS2004), Jakarta Indonesia, pp 671-676.
  20. Norisma Idris & Siong L. C. Course Advisory System (CAS): A Solution For Assisting Students in Choosing Suitable Courses Offered by local Universities. 2004. Seminar Kebangsaan : Sains Teknologi dan Sains Sosial (STSS 2004), Kuantan Pahang, pp 360-364 (Jilid 1).
  21. N. Idris & A. Dennis. 2002. Automatic Categorization of Book Collections. Seminar Kebangsaan : Sains Teknologi dan Sains Sosial (STSS 2002), Kuantan Pahang, pp 106-113.
  22. N. Idris & S.M.F.D Syed Mustapha. 2002. Sistem Penggredan Esei Secara Automatik. Seminar ICT UUM 2002, Universiti Utara Malaysia Sintok Kedah, pp 196-200.
  23. N. Idris and S.M.F.D. Syed Mustapha. 2001. Automated Essay Grading: An Application For Historical Malay Text. The Pacific Asian Conference on Intelligent Systems 2001 (PAIS 2001), Seoul, Korea, pp 237-245.
  24. N. Idris and S.M.F.D. Syed Mustapha. 2001. Stemming for Term Conflation in Malay Texts. International Conference of Artificial Intelligence (ICAI2001), Las Vegas, pp 1512-1517.
Other Publications
  1. Norisma Idris, Maizatul Akmar Ismail & Abrizah Abdullah. 2003. ICT-LitPro: A Community-Based Initiative on Implementing a National Curriculum on Information and Communication Technology Literacy. Tenth International Literacy and Education Research Network Conference on Learning, London. - Extended Abstract

RESEARCH INTEREST

  • Automated Summarization Assessment (summarizing strategies, heuristic rules, position-based method)
  • Text Processing for Unknown Malay Words (text processing, abbreviation words, rule-based)

RESEARCH PROJECT

National
  1. 2012 - 2014, Flagship Grant
    Adaptive Learning Environment for Problem Solving Skills (ALEPS): Intelligence Summarization Assessment ( Principal Investigator(PI))
  2. 2012 - 2013, Geran Penyelidikan Universiti Malaya (UMRG)
    Text Processing for Unknown Malay Words ( Principal Investigator(PI))
  3. 2011 - 2012, Geran Penyelidikan Universiti Malaya (UMRG)
    Document Retrieval Based on Learning Style ( Consultant)
  4. 2010 - 2011, Geran Penyelidikan Universiti Malaya (UMRG)
    Development of Object-oriented Concept Extractor: Tools to support Object-oriented Assessment in Programming Education ( Consultant)
  5. 2010 - 2011, Geran Penyelidikan Universiti Malaya (UMRG)
    Summarizing Strategies Identification System ( Principal Investigator(PI))
  6. 2006 - 2009
    Development of algorithms for detecting students' summarizing skills using summary sentence decomposition ( PhD student)
  7. 2006 - 2008, ScienceFund
    Summary-to-Summary Approach for Automated Comprehension Assessment ( Researcher)
  8. 2006 - 2007, Fundamental Research Grant Scheme (FRGS)
    Summary-to-Text Approach for Automated Comprehension Assessment ( Coordinator)
  9. 2007 - 2007, Geran Penyelidikan Universiti Malaya (UMRG)
    Summary-to-Text Approach for Automated Comprehension Assessment ( Coordinator)
  10. 2004 - 2006, MOSTI (IRPA)
    Development of an Automated Essay Grading System for Malay Text. ( Coordinator)
  11. 2004 - 2005, Short Term Research Fund (Vote F)(PJP)
    A Survey On User's View Of The Automated Essay Marking System ( Coordinator)
University
  1. 2002 - 2003, Short Term Research Fund (Vote F)(PJP)
    Analisa terhadap pengajaran bahasa pengaturcaraan C di Fakulti Sains Komputer dan Teknologi Maklumat ( Consultant)
  2. 2002 - 2003, Short Term Research Fund (Vote F)(PJP)
    Analisis terhadap pembelajaran bahasa pengaturcaraan C di FSKTM ( Consultant)

CONSULTANCY PROJECT

  • Kajian Ekosistem Pembelajaran Digital Di Institusi Pengajian Tinggi Malaysia, KEMENTERIAN PENGAJIAN TINGGI, Project Leader/Lead Consultant
    30 Jun 2021 - 29 Jan 2022 (National)
  • Ketua Pasukan Penbangunan Kurikulum Bagi Program Umcced, UMCCED
    01 Dec 2020 - 01 Dec 2021 (National)
  • External Examiner for Phd Thesis (Open University Malaysia), OPEN UNIVERSITY MALAYSIA
    01 Dec 2020 - 01 Dec 2020 (National)
  • Consultation On Natural Language Processing in Banking, InfoPro Sdn Bhd
    01 Dec 2020 - 01 Dec 2020 (National)
  • Pakar Rujuk Kluster Technology/Ai and Data Analytics : I-Techie, University of Malaya
    01 Dec 2019 - 01 Dec 2019 (National)
  • Consultant, Sentiment Analysis Project - Cloud Connect Sdn Bhd, CLOUD CONNECT SDN BHD
    01 Apr 2019 - 01 Apr 2019 (National)
  • Konsultan Dalam Projek Sentiment Analysis Di Cloud Connect Sdn Bhd, CLOUD CONNECT SDN BHD
    01 Oct 2018 - 01 Oct 2018 (National)
  • Penilai Journal of Information and Communication Technology, UNIVERSITI UTARA MALAYSIA
    01 Dec 2016 - 01 Dec 2016 (National)
  • Perunding Projek Bagi Pencil Brand Sdn. Bhd., Pencil Brand Sdn. Bhd.
    01 Sep 2015 - 01 Sep 2016 (National)
  • Academic Consultant, KBU International College
    01 Jan 2015 - 01 Jan 2016 (National)
  • External Examiner for Master Thesis, Universiti Kebangsaan Malaysia
    01 Aug 2015 - 01 Aug 2015 (National)
  • Reviewer for Journal of Independent Studies and Research Computing, Journal of Independent Studies and Research Computing, Pakistan
    01 Aug 2015 - 01 Aug 2015 (International)
  • Reviewer for Journal of Independent Studies and Research Computing, Journal of Independent Studies and Research Computing
    01 Jan 2015 - 01 Jan 2015 (International)
  • External Examiner, Universiti Kebangsaan Malaysia
    01 Jan 2015 - 01 Jan 2015 (National)
  • Internal Examiner for Phd Thesis, University of Malaya
    01 Jan 2015 - 01 Jan 2015 (National)
  • Reviewer for The Transactions On Asian Language Information Processing, Association for Computing Machinery (ACM)
    01 Dec 2014 - 01 Dec 2014 (International)
  • Reviewer for Journal of Information and Communication Technology, University Utara Malaysia Press
    01 Dec 2014 - 01 Dec 2014 (National)
  • Internal Examiner for Master Thesis, University of Malaya
    01 Jan 2014 - 01 Jan 2014 (National)
  • Technical Paper Reviewer, Universiti Teknologi PETRONAS
    01 Jan 2014 - 01 Jan 2014 (National)
  • Internal Examiner for Phd Thesis, University of Malaya
    01 Jan 2014 - 01 Jan 2014 (National)
  • Internal Examiner for Master of Computer Science, FSKTM UM
    01 Jan 2012 - 01 Jan 2012 (National)
  • Internal Examiner for Master Thesis, FSKTM
    01 Jan 2012 - 01 Jan 2012 (National)
  • Reviewer for The 2012 International Conference On Computer & Information Sciences (Iccis2012), Universiti Teknologi Petronas
    01 Jan 2012 - 01 Jan 2012 (National)
  • Internal Examiner for Phd Thesis, FSKTM
    01 Jan 2012 - 01 Jan 2012 (National)
  • Peperiksaan Semester Program Matrikulasi, MINISTRY OF EDUCATION
    01 Apr 2011 - 01 Apr 2011 (National)
  • Course Instructor for Executive Diploma in Information Technology (Edit 2 - Edit 7) - Information System, UMCced
    01 Nov 2003 - 01 Nov 2005 (University)
  • Course Instructor for Cognitive Phenomena Modelling in Faculty of Cognitive Sciences and Human Development, Unimas, Universiti Malaysia Sarawak
    01 Nov 2003 - 01 Nov 2005 (University)
  • Co-Chairs for The 7th International Conference On Information Integration and Web Based Applications & Services (Iiwas2005), Austrian Computer Society
    01 Nov 2005 - 01 Nov 2005 (International)
  • Review The Curriculum and Syllabus for The ICT Literacy Program, Inforam Net Resources
    01 Nov 2003 - 01 Nov 2004 (National)
  • Course Instructor for Distance Learning Programme - Visual Programming, UMCced
    01 Nov 2002 - 01 Nov 2003 (University)

PAPER PRESENTED

INVITED SPEAKER
  1. NLP: SENTIMENT ANALYSIS AND APPLICATIONS, Data Science Technology Study Program, AIRLANGGA GLOBAL ENGAGEMENT (International) (18 Aug 2023 - 18 Mar 2024)
  2. The New Era of AI: Generative AI, AUN-TEPL Webinar: Teaching and Learning in the Age of AI, ASEAN University Network (International) (04 Aug 2023 - 04 Aug 2023)
  3. SELANGKAH KE UM - FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT, SELANGKAH KE UNIVERSITI MALAYA, MARKETING & RECRUITMENT DEPARTMENT (University) (14 Mar 2023 - 14 Mar 2023)
  4. MALAY TWEETS NORMALIZATION USING CORPUS-BASED APPROACH, 2nd International Seminar on Transdisciplinary Linguistics, Linguistics Department Faculty of Humanities Universitas Indonesia (International) (02 Dec 2014 - 02 Dec 2014)
POSTER PRESENTER
  1. An Analysis on student-written summaries: A Step towards Developing an Automated Summarization Assessment, International Conference on Electrical Engineering and Informatics (ICEEI2007), Institut Teknologi Bandung (International) (17 Jun 2007 - 19 Jun 2007)
  2. A Preliminary Study on Developing an Automated Comprehension Assessment using Summary-To-Summary Approach, Konvensyen Teknologi Pendidikan ke-19, Persatuan Teknologi Pendidikan Malaysia (National) (08 Sep 2006 - 11 Sep 2008)
  3. Embedding Information Retrieval and Nearest-Neighbour Algorithm into Automated Essay Grading System, The Third International Conference on Information Technology and Applications (IEEE), RMIT (International) (04 Jul 2005 - 07 Jul 2005)
PRESENTER
  1. Perception of Novices on Difficulties in Understanding Physics Problem , 4th Annual International Conference on Education and e-Learning (EeL 2014) , GSTF (International) (25 Aug 2014 - 26 Aug 2014)
  2. An Analysis of student-written summaries using summary sentence decomposition, National Conference on Skills and Competencies in Education, University of Science Malaysia (National) (16 Feb 2008 - 16 Feb 2008)
  3. Using Heuristic Rules from Sentence Decomposition of Experts Summaries to Detect Students Summarizing Strategies., The 4th International Conference on Computer, Electrical, Systems Science, and Engineering (CESSE 2007) (International) (14 Dec 2007 - 16 Dec 2007)
  4. Designing heuristics rules to detect student s strategies in summarizing using decomposition of expert-written summaries, The 1st International Malaysian International Technology Convention 2007, Ministry of Education & Universiti Teknologi Malaysia (International) (02 Nov 2007 - 05 Nov 2007)
  5. Development of Summarization Skill Assessment System using Sentence Decomposition A Proposal, FCSIT Postgraduate Research Seminar 06, Faculty of Computer Science & IT (Others) (24 Nov 2006 - 24 Nov 2006)
  6. Human Resource Advisory System: New Perspective in Human Resource Management, The Sixth International Conference on Information Integration and Web-based Applications & Services (iiWAS2004) (International) (27 Sep 2004 - 29 Sep 2004)
  7. Effective way of Managing Final Year Projects at FCSIT, UM, Persidangan Pendidikan ICT Negara, UTM, Skudai, Johor Bahru, Ministry of Higher Education (National) (20 May 2004 - 21 May 2004)
  8. Kajian/Analisis Terhadap Pengajaran Bahasa Pengaturcaraan C di Fakulti Sains Komputer dan Teknologi Maklumat, UM, Bengkel Sains Pengaturcaraan: Pembelajaran dan Pengajaran Pengaturcaraan di Malaysia, Universiti Kebangsaan Malaysia (National) (27 Aug 2003 - 27 Aug 2003)
  9. ICT-LitPro: A Community-Based Initiative on Implementing a National Curriculum on Information and Communication Technology Literacy, 10th International Literacy and Education Research Network Conference on Learning, RMIT & Common Ground (International) (15 Jul 2003 - 18 Jul 2003)
  10. Perancangan Projek Analisa Terhadap Pengajaran Bahasa Pengaturcaraan di Fakulti Sains Komputer dan Teknologi Maklumat, Seminar Penyelidikan Jangka Pendek Universiti Malaya 2003, Universiti Malaya (University) (11 Mar 2003 - 12 Mar 2003)
  11. Topic Related to FCSIT, Bengkel Latihan Fasilitator bagi Kursus Kemahiran Berfikir & Berkomunikasi, University Malaya (University) (18 Oct 2002 - 21 Oct 2002)
  12. Sistem Penggredan Esei Secara Automatik, Seminar ICT UUM 2002, Universiti Utara Malaysia  (National) (09 Oct 2002 - 10 Oct 2002)
KEYNOTE SPEAKER
  1. Harnessing the Power of AI in NLP Applications, The 5th International Conference on Science and Technology Applications (ICoSTA), Universitas Negeri Medan (International) (02 Nov 2023 - 02 Nov 2023)

ACADEMIC/PROF. SERVICES

Evaluation
  1. (2024) Appointment as External Examiner - Master Thesis (Bi-Lingual Sentiment Analysis On Students’Feedback Using Enhanced Word Embeddingtechniques), National, (External Examiner)
  2. (2024) External Examiner for Phd Candidate, National, (External Examiner)
  3. (2024) Appointment as a Technical Expert Reviewer for Scrg 2023, National, (Reviewer)
  4. (2024) External Advisor for The Faculty of Applied Science & Technology At Perdana University, National, (External Assessor)
  5. (2024) Ipt Evaluation Panel: Panel Frgs Reviewer for Universiti Selangor, National, (Reviewer)
  6. (2023) Mjcs Review Invitation: Kelantan and Sarawak Malay Dialects: Parallel Dialect Text Collection and Alignment Using Hybrid Distance-Statistical-Based Phrase Alignment Algorithm, International, (Reviewer)
  7. (2023) Appointment as External Examiner for Re-Examination of Phd Thesis, National, (External Examiner)
  8. (2023) Panel for Universiti Malaya Bantuan Khas Penyelidikan - Early Careerresearcher (Bkp-Ecr) 2023, University, (Reviewer)
  9. (2023) Adjudicate The Ph.D. Thesis Titled "Some Investigations On Deep Learning Based Techniques for Accurate Ball/Player Detection and Tracking in Soccer and Basketball Sports", International, (External Examiner)
  10. (2023) Pelantikan Sebagai Pemeriksa Luar Bagi Calon Doktor Falsafah Tajuk Tesis Penghibridan Algoritma Pengoptimum Belalang Dipertingkatkan dan Modifikasi Konvolusi Rangkaian Neural Untuk Pengkelasan Aliran Data Teks, National, (External Examiner)
  11. (2022) Panel: Universiti Malaya Impact-Oriented Interdisciplinaryresearch Grant Programme (Iirg) Cycle 5/2022, University, (Reviewer)
  12. (2022) Appointment as External Examiner for Phd Thesis (Unimas), National, (External Examiner)
  13. (2022) Appointment of Internal Examiner for Master of Computer Science (Applied Computing), University, (Internal Examiner)
  14. (2022) Examination of Thesis for Doctor of Philosophy (Computer Science) Student, Ms Hemalatha a/P Ramalingam (Student Id: 0338066), National, (External Examiner)
  15. (2022) Panel Penilai Permohonan Trgs Fasa 1/2022 Peringkat UM, University, (Internal Assessor)
  16. (2022) Panel Penilai Permohonan Skim Geran Penyelidikan Transdisiplinari (Trgs) Fasa 1/2022, University, (Reviewer)
  17. (2022) Pelantikan Sebagai Pemeriksa Luar Untuk Menilai Disertasi Ijazah Sarjana Sains Komputer (Kecerdasan Buatan), National, (External Examiner)
  18. (2021) Panel Penilai Permohonan Geran Asia-Pacific Telecommunity (Apt) 2021 Tajaan Kerajaan Jepun, University, (Internal Assessor)
  19. (2021) External Examiner for Phd Thesis : Predictive Model for Traffic Emission Concentrations, National, (External Examiner)
  20. (2021) External Examiner for Phd Theses Predictive Spatial Model for Cardiorespiratory Effects of Outdoor Air Pollution, National, (External Examiner)
  21. (2021) Panel Penilai Skim Geran Penyelidikan Fundamental (Frgs) Fasa 1/2021, University, (Internal Assessor)
  22. (2021) Panel Penilai Dalaman Peruntukan Frgs Fasa 1 Tahun 2021, University, (Internal Evaluator)
  23. (2020) Reviewer for Mathematical Biosciences and Engineering, (Reviewer)
  24. (2020) EXTERNAL EXAMINER FOR PHD (INFORMATION TECHNOLOGY) THESIS IN OPEN UNIVERSITY MALAYSIA, (External Examiner)
  25. (2020) Reviewer for the Transactions on Asian and Low-Resource Language Information Processing, (Reviewer)
  26. (2019) Reviewer for for Journal of Experimental & Theoretical Artificial Intelligence, (Reviewer)
  27. (2019) External Examiner for the degree of Doctor of Philosophy at Murdoch University, Perth Australia. , (External Examiner)
  28. (2019) INTERNAL EXAMINER FOR MASTER OF DATA SCIENCE , (Internal Examiner)
  29. (2017) COMPUTER-AIDED DESIGN AND APPLICATIONS , (Reviewer)
  30. (2017) Journal of Information Science , (Reviewer)
  31. (2017) Kybernetes , (Reviewer)
  32. (2017) Journal of King Saud University - Computer and Information Sciences , (Reviewer)
  33. (2017) Malaysian Journal of Computer Science , (Reviewer)
  34. (2017) INTERPRETIVE STRUCTURAL MODELLING (ISM) WORKSHOP DEVELOPMENT OF VERBAL AND NON-VERBAL COMMUNICATION MODEL BETWEEN LEARNING COMPANION HUMANOIDS AND ELDERLY HUMANS, (EXPERT PANEL)
  35. (2016) Review an article BMTutor Learn Malay Sentence and Word Class for Journal or Information and Communication Technology, (Reviewer)
  36. (2016) Review an article Detection of Idea Plagiarism using Syntax Semantic Concept Extractions with Genetic Algorithm for Expert Systems With Applications journal, (Reviewer)
  37. (2016) Chairing an Evaluation Panel for Postgraduate Research Excellence Symposium (PgRES 2016), (Chair Person)
  38. (2016) Pemeriksa Luar bagi Menilai Thesis Ijazah Sarjana Sains Komputer (Kecerdasan Buatan) UKM, (External Examiner)
  39. (2016) Review an article Comparative study on textual data set using fuzzy clustering algorithms for Kybernetes Journal, (Reviewer)
  40. (2013) Internal Examiner for Phd Thesis: "A Framework for Digital Note Taking with a Mediation Approach", (Internal Examiner)
  41. (2013) Internal Examiner for PhD Thesis: "Information Seeking Tool based on Learning Styles", (Internal Examiner)
  42. (2013) Reviewing an article, "The Effectiveness of a Jawi Stemmer for Retrieving Relevant Malay Documents in Jawi Characters", submitted to the Transactions on Asian Language Information Processing., (Reviewer)
  43. (2013) Reviewing articles submitted to the International Conference on Islamic Applications in Computer Science and Technologies (IMAN 2013) , (Program Committee)
  44. Advisory System
  45. Iterative Matching on Multi-Dimensional Case-based Reasoning System for Negotiation
  46. Problem Analysis Tool for Novice Programmers
  47. A Strategic Approach in Developing an Interactive Learning System for Young Learner (Leraning Malay Proverbs)
  48. Malay Language Text-to-Speech Synthesiser
  49. Intelligent Employment Agent (EMA)
  50. C-TOOLS: Concept-Connector Tools for Online Learning in Science (International Journal of Learning 2003)
  51. Learning and Desire (International Journal of Learning)
  52. Construction of Assessments with Double Adaptaion Processes (International Joint Conferences on Computer, Information & Systems, Sciences and Engineering 2007)
Contribution to external organisation
  1. (2024) Expertise Sharing in a Focus Group Discussion and Guest Lecture Program At The Informatics Engineering Undergraduate Study Program, International, (Expert Advisor)
  2. (2022) Ketua Juri Kumpulan Pertandingan Penyelidikan dan Inovasi, National, (Expert Advisor)
  3. (2021) Penempatan Sementara Di Covid-19 Immunisation Task Force (Citf), National, (Academic Appointment )
  4. (2020) Local Chairs for the International Conference on Asian Language Processing (IALP2020), CHINESE AND ORIENTAL LANGUAGES INFORMATION PROCESSING SOCIETY
  5. (2020) Technical Committee for PMU International Conference on Industrial Revolution 4.0 in Computing, Mobility, and Manufacturing (CMM2020), Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia
  6. (2020) Reviewer for the Transactions on Asian and Low-Resource Language Information Processing, ACM
  7. (2017) PAKAR RUJUK KURSUS (SME) BAGI KURSUS LANGUAGE PROCESSING TECHNIQUES, OPEN UNIVERSITY MALAYSIA
  8. (2017) INTERPRETIVE STRUCTURAL MODELLING (ISM) WORKSHOP DEVELOPMENT OF VERBAL AND NON-VERBAL COMMUNICATION MODEL BETWEEN LEARNING COMPANION HUMANOIDS AND ELDERLY HUMANS, FACULTY OF EDUCATION, UNIVERSITY OF MALAYA
  9. (2015) LIAISON ACADEMIC STAFF FOR RESEARCH ASSOCIATE, COMPUTER AND INFORMATION SYSTEMS DEPT, COLLEGE OF BUSINESS ADMINISTRATION, KUWAIT, International
  10. (2015) PEMBANGUNAN LAMAN WEB PENCIL.MY, PENCIL BRAND SDN BHD
  11. (2015) ACADEMIC CONSULTANT FOR THE COLLEGE PROPOSED BSc (HONS) INTELLIGENT SYSTEMS, KBU INTERNATIONAL COLLEGE
  12. (2013) Project Collaboration, University Malaysia Sarawak (UNIMAS), National
Contribution to event
  1. (2021) Speaker for Career Talk On Our Future With Ai, National, (Panelist/Moderator)
Media appearance
  1. (2024) Providing Information On Ai: Adapting Education for The Future in The Malaysian Reserve, National, (Interview)

SUPERVISION

Postgraduate Student
PhD/ Doctoral
  1. (2017) IMPLICIT AND EXPLICIT FEATURES AND OPINION WORDS EXTRACTION OF FINE-GRAINES SENTIMENT ANALYSIS, MOHAMMAD AHMAD JOMAH TUBISHAT
  2. (2017) A HYBRID DICTIONARY MODELLINH APPROACH FOR MALAY TEXT NORMALIZATION, NOR AZLIZAWATI BINTI MUHAMAD
  3. (2013) A COMPUTER ASSISTED SUMMARY WRITING LEARNING ENVIRONMENT, CHEW CHIOU SHENG
  4. (2012) RELEVANCE DETECTION AND SUMMARIZING STRATEGIES IDENTIFICATION ALGORITHM USING LINGUISTIC MEASURES, Seyed Asadollah Abdiesfandani
  5. (2011) Malay Language Tweets Normalization, Mohammad Arshi Saloot
  6. (2010) Adaptive Differential Evolution ALgorithm with Fitness Based Selection of Parameters and Mutation Strategies, Rawaa Dawoud Hassan Al-Dabbagh
Master
  1. (2013) Understanding Physics Problem using Categorization, Andrew Thomas Bimba
  2. (2012) Identification of Text Similarity in Students Summary Sentences, Jaafar Zubairu Maitama
  3. (2011) A CONSTRUCTIVE FEEDBACK FOR NOVICES SUMMARIZING STRATEGIES IDENTIFICATION TOOL, CHEW CHIOU SHENG
  4. (2003) The Integration of Natural Language Processing in IDS, Ngoi Se keng
  5. (2003) Penggunaan Internet dalam Pengajaran dan Pembelajaran di Sekolah Menengah Keb. Damansara Jaya, Nor Hazidah Awang (University of Malaya (UM))
  6. (2003) Kajian Keberkesanan Penggunaan Portal Perpustakaan UMLIB di Kalangan Pelajar-pelajar Fakulti Sains Universiti Malaya, Halimah binti Abas (University of Malaya (UM))
  7. (2003) Kajian ke atas Mata Pelajaran Teknologi Maklumat di sekolah Menengah di Sekitar Lembah Klang, Shaharni Adlina Hamidon (University of Malaya (UM))
  8. (2003) A Development of a Cancer Information System using Information Retrieval, Tan Chee Ming (University of Malaya (UM))
Under Graduate Students
  1. (2010) Industrial Training
  2. (2010) Academic Project I & Academic Project II
  3. (2004) Latihan Ilmiah / Final Year Project (WXES3181 & WXES3182)
  4. (2003) Latihan Ilmiah/Final Year Project (WXES3181 & WXES3182)
  5. (2002) Latihan Ilmiah / Final Year Project (WXES3181 & WXES3182)
  6. (2001) Latihan Ilmiah / Final Year Project (WXES3181 & WXES3182)

TEACHING

Master
  1. (2021) WOA7013 - Theory and Applications of Natural Language Processing
  2. (2013) WAGA6313 - Natural Language Processing and Applications
  3. (2012) WAGA6313 - Natural Language Processing and Applications
  4. (2005) WXGB6106 - Information Retrieval
  5. (2005) WXGB6106 - Information Retrieval
  6. (2003) WXGE6104 - Visual Programming Concepts and Application
Bachelor
  1. (2021) WID3002 - Natural Language Processing
  2. (2017) WAES2108 - Natural Language Processing and Generation
  3. (2016) WAES2108 - Natural Language Processing and Generation
  4. (2015) WAES2108 - Natural Language Processing and Generation
  5. (2014) WAES2108 - Natural Language Processing and Generation
  6. (2013) WAES2108 - Natural Language Processing and Generation
  7. (2012) WAES2108 - Natural Language Processing and Generation
  8. (2011) WAES2108 - Natural Language Processing and Generation
  9. (2005) WAES2202 - Cognitive Science (#Waes1101)
  10. (2005) WAES2202 - Cognitive Science (#Waes1101)
  11. (2005) WAES3303 - Natural Language Processing
  12. (2005) WXET1101 - Introduction to Computer Programming
  13. (2004) KMK3022 - Cognitive Phenomena Modelling
  14. (2004) WAES2202 - Cognitive Science (#Waes1101)
  15. (2004) WAES3303 - Natural Language Processing
  16. (2004) WXES1108 - Basic Computer Programming
  17. (2003) KMK3022 - Cognitive Phenomena Modelling
  18. (2003) WAES2202 - Cognitive Science (#Waes1101)
  19. (2003) WAES2202 - Cognitive Science (#Waes1101)
  20. (2003) WAES3303 - Natural Language Processing
  21. (2003) WXES1108 - Basic Computer Programming
  22. (2003) WXET1142 - Visual Programming
  23. (2002) WAES3303 - Natural Language Processing
  24. (2002) WXES1108 - Basic Computer Programming
  25. (2002) WXES1109 - Computer System & Organisation
  26. (2002) WXET1142 - Visual Programming
  27. (2002) WXET3141 - Introduction to Computer System
  28. (2002) WXET3141 - Introduction to Computer System
  29. (2001) WAES2201 - Logic Programming
  30. (2001) WXES1108 - Basic Computer Programming

PATENT/IPR

  • Malay Chat-Style-Text Corpus (MCC)
    Copyright (National)
  • Automated Summarization Assessment for Identifying Summarizing Strategies
    Copyright (National)
  • An Architecture for Malay tweet Normalization
    Copyright (National)

SOCIAL RESPONSIBILITY ACTIVITIES

  • Pempamer Bagi Pameran Pendidikan Study in Malaysia Education Fair Indonesia 2023, (13 May 2023 - 20 May 2023) (International)
  • Sukarelawan Program Celik it Bersama Pdk Sri Sentosa, (01 Jan 2019 - 31 Dec 2019)
  • Ahli Jawatankuasa Program Celik it Bersama Orang Asli 2016, (01 Jun 2016 - 31 Dec 2016)
  • Fancy Dress Judge for Um111 Fancy Dress 5km Walk 2016, (01 Jun 2016 - 31 Oct 2016)
  • Sukarelawan Bengkel Celik it Pengurusan Maklumat Projek Orang Asli 2016, (01 Jun 2016 - 31 Dec 2016)
  • Sukarelawan UMCARES, (01 Jan 2016 - 31 Dec 2016)
  • Treasurer in Web Development Using Word Press, Movie Maker and Adobe Photoshop Project., (12 Sep 2015 - 13 Sep 2015)
  • Organizing Committee for Web Development Using Wordpress, Movie Maker and Adobe Photoshop Project, (12 Sep 2015 - 13 Sep 2015)
  • Terlibat Dalam Higher Education Week (Hewm) 2015, (13 Aug 2015 - 16 Aug 2015)
  • Ketua Projek Celik it Di Taman Medan Cahaya, (13 May 2015 - 31 Dec 2016)
  • Sukarelawan UMCARES, (01 Jan 2015 - 31 Dec 2015)
  • Jk Bagi Bengkel Pembangunan Laman Web Untuk Webmaster 1) Pertubuhan Baitul Ehsan, Al-Khairi & 2) Pertubuhan Kebajikan & Bimingan At-Taqwa Anjuran Fsktm & Persatuan Kebajikan Projek Iqra' Semalaysia, (01 Nov 2014 - 02 Nov 2014)
  • Reviewer for The 8th International Conference On Intelligent Information Processing(Iciip2013), (31 Jan 2013 - 31 Jan 2013)
  • Participate in The Conference Institutional Perspectives On Evidence Based Research Evaluation, (05 Jul 2012 - 06 Jul 2012)
  • Reviewer for The 2012 International Conference On Computer & Information Sciences (Iccis2012), (01 May 2012 - 30 Jun 2012)
  • Peserta Majlis Perasmian Persidangan Kebangsaan Tulisan Jawi dan Karnival Jawi 2011, (05 Dec 2011 - 05 Dec 2011)
  • Wwf, (01 Mar 2007)
  • Facilitator for Projek Emas At Matrikulasi Kolej Negeri, Seremban Negeri Sembilan, (01 May 2003 - 31 May 2003)
  • Tutor for Kelas Bimbingan Asas Pengaturcaraan Komputer Sesi 2002/2003, (01 Apr 2003 - 30 Jun 2003)