Curriculum Vitae

PERSONAL DETAILS

ASSOCIATE PROF. DR. NORISMA BINTI IDRIS

  • Associate Professor

  • Department of Artificial Intelligence
    Faculty of Computer Science & Information Technology
  •    79676395
  •   norisma@um.edu.my

ADMINISTRATIVE DUTIES
(Role),(Level),(Duration)
  • Head of Department, UNIVERISITI MALAYA, 07/10/2019 to present
  • KETUA PASUKAN PEMBANGUNAN KURIKULUM BAGI PROGRAM UMCCED, University Malaya, 01/10/2020 to present
  • AHLI JAWATANKUASA ROADSHOW, Faculty, 01/10/2020 to present
  • PETUGAS PAMERAN JOM MASUK IPT 2020, Faculty, 31/01/2020 to 31/03/2021
  • Jawatankuasa Kurikulum Sarjana Muda Sains Komputer (Sains Data), Faculty, 01/01/2019 to present
  • KETUA KLUSTER TECHNOLOGY/ARTIFICIAL INTELLIGENCE AND DATA ANALYSTICS (i-TECHIE), University Malaya, 10/09/2019 to 31/12/2020
  • Supervisor, Faculty, 06/12/2019 to 31/12/2019
  • Head Coordinator, University Malaya, 10/09/2019 to 31/12/2019
  • AHLI JAWATANKUASA PANEL PENILAI DALAMAN FRGS, Faculty, 15/02/2019 to 10/03/2019
  • Associate Editor of the Malaysian Journal of Computer Science (MJCS), University Malaya, 14/03/2018 to 13/03/2019
  • KETUA JAWATANKUASA KECERIAAN, Faculty, 08/02/2017 to 08/02/2018
  • Head of Department, UNIVERISITI MALAYA, 01/08/2016 to 31/07/2017
  • Management Executives for Postgraduate Research Excellence Symposium (PgRES 2017), Faculty, 18/07/2017 to 18/07/2017
  • Head of Department, Faculty, 01/08/2014 to 31/07/2017
  • Head of Department, UNIVERISITI MALAYA, 01/08/2014 to 31/07/2016
  • BENDAHARI BAGI SIMPOSIUM KEBANGSAAN SISTEM AUTEMTIKASI AL-QURAN DAN AL-HADITH (SAHIH 2016), National, 01/01/2016 to 30/06/2016
  • Ahli Jawatankuasa Projek Penambahbaikan Berterusan FSKTM, Faculty, 03/08/2015 to 29/07/2016
  • Ahli Jawatankuasa Haluansiswa 2015/2016, Faculty, 01/06/2015 to 30/06/2016
  • Ahli Jawatankuasa Pengurusan Postgraduate Research Excellence Symposium 2015, Faculty, 27/01/2015 to 30/06/2016
  • Ahli Jawatankuasa Ijazah Tinggi (JKIT) FSKTM, Faculty, 01/08/2014 to 31/07/2016
  • Ahli Jawatankuasa Kurikulum FSKTM (Ijazah Dasar), Faculty, 01/07/2011 to 30/06/2016
  • Treasurer in Web Development using WordPress, Movie Maker and Adobe Photoshop Project, Faculty, 01/08/2015 to 30/11/2015
  • Academic Project Coordinator , Faculty, 07/01/2013 to 07/01/2015
  • Ahli Jawatankuasa Malaysian Journal of Computer Science, Faculty, 13/11/2013 to 13/03/2014
  • Penemuduga bagi Kemasukan ke Program Pengajian Ijazah Dasar dan Asasi Sesi 2013/2014, University Malaya, 28/03/2013 to 28/03/2014
  • Ahli Jawatankuasa Pemilihan Kemasukan bagi Program Ijazah Sarjana Muda di FSKTM, Faculty, 31/01/2013 to 31/01/2014
  • Coordinator of Academic Project, Faculty, 01/03/2011 to 31/12/2012
  • Head of Artificial Intelligence & Multimedia Research Group (ICT Cluster), Faculty, 01/03/2011 to 31/12/2011
  • Dept Representative for Higher Degree of FCSIT (Master of Computer Science, Master of Information Technology, Master of Software Engineering) , Faculty, 01/01/2004 to 31/07/2005
  • Committee Member for IPTA Programme Quality Assessment , Faculty, 01/01/2004 to 31/12/2004
  • Committee Member for International Conference of Informatics and Research on Women in ICT 2004, Faculty, 01/01/2004 to 31/12/2004
  • Internal Auditor for Research Unit, Faculty, 01/01/2003 to 31/12/2004
  • Fire Warden, Faculty, 01/01/2003 to 31/12/2004
  • Committee Member for Family Day , Faculty, 01/01/2003 to 31/12/2003
  • Penyelaras Latihan Ilmiah, Faculty, 31/08/2001 to 30/06/2003
ACADEMIC QUALIFICATION
(Qualification),(Field),(Institution),(Year)
  • IJAZAH DOKTOR FALSAFAH, NATURAL LANGUAGE PROCESSING, UNIVERSITI MALAYA (UM)
  • IJAZAH SARJANA SAINS KOMPUTER, KEPINTARAN BUATAN, UNIVERSITI MALAYA (UM)
  • BSC, SAINS KOMPUTER, UNIVERSITI MALAYA (UM)
MEMBERSHIPS
(Organisation),(Role),(Duration),(Level)
  • 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)
SPECIALIZATION
(Area)
Area 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)
  • Research Interest
  • Automated Summarization Assessment (summarizing strategies, heuristic rules, position-based method)
  • Text Processing for Unknown Malay Words (text processing, abbreviation words, rule-based)
  • TEACHING
    (Course Title),(Level of Study),(Institution),(Academic Session)
    Teaching
  • KMK3022 - Cognitive Phenomena Modelling, First Degree, UNIVERSITI MALAYSIA SARAWAK (UNIMAS) (2004/2005)
  • WXGB6106 - Information Retrieval, Post Graduate, UNIVERSITY MALAYA (2004/2005)
  • WXET1101 - Introduction to Computer Programming, First Degree, UNIVERSITY MALAYA (2005/2006)
  • WXGB6106 - Information Retrieval, Post Graduate, UNIVERSITY MALAYA (2005/2006)
  • GXEX1406 - Thinking and Communication Skills, First Degree, UNIVERSITY MALAYA (2005/2006)
  • WAES2202 - Cognitive Science (#Waes1101), First Degree, UNIVERSITY MALAYA (2005/2006)
  • WAES2108 - Natural Language Processing and Generation, First Degree, UNIVERSITY MALAYA (2011/2012)
  • WAES2108 - Natural Language Processing and Generation, First Degree, UNIVERSITY MALAYA (2010/2011)
  • WAGA6313 - Natural Language Processing and Applications, Post Graduate, UNIVERSITY MALAYA (2012/2013)
  • WAES2108 - Natural Language Processing and Generation, First Degree, UNIVERSITY MALAYA (2012/2013)
  • WAGA6313 - Natural Language Processing and Applications, Post Graduate, UNIVERSITY MALAYA (2013/2014)
  • WAES2108 - Natural Language Processing and Generation, First Degree, UNIVERSITY MALAYA (2013/2014)
  • WAES2108 - Natural Language Processing and Generation, First Degree, UNIVERSITY MALAYA (2014/2015)
  • WAES3303 - Natural Language Processing, First Degree, UNIVERSITY MALAYA (2001/2002)
  • WXES1109 - Computer System & Organisation, First Degree, UNIVERSITY MALAYA (2001/2002)
  • WAES2202 - Cognitive Science (#Waes1101), First Degree, UNIVERSITY MALAYA (2004/2005)
  • WXES1108 - Basic Computer Programming, First Degree, UNIVERSITY MALAYA (2002/2003)
  • WAES3303 - Natural Language Processing, First Degree, UNIVERSITY MALAYA (2002/2003)
  • WXET3141 - Introduction to Computer System, First Degree, UNIVERSITY MALAYA (2002/2003)
  • WXET1142 - Visual Programming, First Degree, UNIVERSITY MALAYA (2002/2003)
  • WXGE6104 - Visual Programming Concepts and Application, Post Graduate, UNIVERSITY MALAYA (2002/2003)
  • KMK3022 - Cognitive Phenomena Modelling, First Degree, uNIVERSITI MALAYSIA SARAWAK (UNIMAS) (2003/2004)
  • WAES2202 - Cognitive Science (#Waes1101), First Degree, UNIVERSITY MALAYA (2002/2003)
  • WAES2202 - Cognitive Science (#Waes1101), First Degree, UNIVERSITY MALAYA (2003/2004)
  • WAES3303 - Natural Language Processing, First Degree, UNIVERSITY MALAYA (2003/2004)
  • WAES2202 - Cognitive Science (#Waes1101), First Degree, UNIVERSITY MALAYA (2003/2004)
  • WXES1108 - Basic Computer Programming, First Degree, UNIVERSITY MALAYA (2003/2004)
  • WAES2108 - Natural Language Processing and Generation, First Degree, UNIVERSITY MALAYA (2015/2016)
  • WXES1108 - Basic Computer Programming, First Degree, UNIVERSITY MALAYA (2004/2005)
  • WAES3303 - Natural Language Processing, First Degree, UNIVERSITY MALAYA (2004/2005)
  • GXEX1406 - Thinking and Communication Skills, First Degree, UNIVERSITY MALAYA (2004/2005)
  • WAES2201 - Logic Programming, First Degree, UNIVERSITY MALAYA (2001/2002)
  • WAES2108 - Natural Language Processing and Generation, First Degree, UNIVERSITY MALAYA (2016/2017)
  • WXET3141 - Introduction to Computer System, First Degree, UNIVERSITY MALAYA (2001/2002)
  • WXES1108 - Basic Computer Programming, First Degree, UNIVERSITY MALAYA (2001/2002)
  • WXET1142 - Visual Programming, First Degree, UNIVERSITY MALAYA (2001/2002)
  • PUBLICATIONS
    (Title of publication in APA style)
    WoS
    2021
    • 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
    • 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
    Refereed Journals
    2021
    • Mohammad Tubishat, Salinah Ja afar, Norisma Idris, Maizatul Akmar Ismail, Mardian Shah Omar,( 2020). Dynamic Salp Swarm Algorithm For Feature Selection. Expert System with Applications (ESWA) (WoS)
    • Mohammad Tubishat, Norisma Idris, Mohammad Abushariah. (2021). Explicit aspects extraction in sentiment analysis using optimal rules combination, Future Generation Computer Systems, 114 (2021) 448 480. (ISI indexed,SCOPUS indexed)
    2020
    • Maitama, JZ; Idris, N; Zakari, A 2020. A Systematic Mapping Study of the Empirical Explicit Aspect Extractions in Sentiment Analysis. IEEE ACCESS (WoS)
    • 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 (WoS)
    • Abdi, A; Hasan, S; Arshi, M; Shamsuddin, S; Idris, N 2020. A question answering system in hadith using linguistic knowledge. COMPUTER SPEECH AND LANGUAGE (WoS)
    • 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. (WoS)
    • 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. (WoS)
    2019
    • Alguliyev RM, Aliguliyev RM, Isazade NR, Abdi A, Idris N. COSUM: Text summarization based on clustering and optimization. Expert Systems. 2018;e12340. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    2018
    • 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 (WoS)
    • 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. (WoS)
    • 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 (WoS)
    • 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. (WoS)
    2017
    • 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 (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    2016
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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 (WoS)
    2015
    • 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. (WoS)
    • 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. (WoS)
    2014
    • Mohammad Arshi Saloot , Norisma Idris, Rohana Mahmud. 2014. An Architecture for Malay Tweet Normalization. Information Processing and Management, 50(5), 621-633. (WoS)
    2012
    • 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 (WoS)
    • 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 (WoS)
    2011
    • 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. (WoS)
    2009
    • 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)
    2008
    • 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
    2003
    • 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.
    Book Chapter
    2018
    • Bimba A.T., Idris N., Al-Hunaiyyan A.A., Mahmud R.B., Shuib N.L.B.M. (2018) Design of an Algebraic Concept Operator for Adaptive Feedback in Physics. In: Al-Sharhan S. et al. (eds) Challenges and Opportunities in the Digital Era. I3E 2018. Lecture Notes in Computer Science, vol 11195. Springer, Cham
    2017
    • 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
    2016
    • 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.
    2011
    • 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 Proceedings
    2021
    • 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.
    2018
    • 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.
    2015
    • 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.
    2014
    • 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.
    • 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.
    • 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.
    2013
    • 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.
    • 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.
    2008
    • 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.
    2007
    • 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.
    • 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.
    • 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.
    2006
    • 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.
    • 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.
    2005
    • 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.
    • 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.
    2004
    • 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).
    • 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).
    • 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.
    2002
    • 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.
    • N. Idris & A. Dennis. 2002. Automatic Categorization of Book Collections. Seminar Kebangsaan : Sains Teknologi dan Sains Sosial (STSS 2002), Kuantan Pahang, pp 106-113.
    2001
    • 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.
    • 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.
    Extended Abstract
    2003
    • 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.
    Others
    2006
    • Salhana Amad Darwis, Rukaini Abdullah, Norisma Idris & S. M. F. D. Syed Mustapha. 2006. The Enhancement of Malay Words Stemming Algorithm. UM Graduate Symposium, University of Malaya Kuala Lumpur. - Symposium
    2004
    • Norisma Idris & Ang Tan Fong. 2004. Effective Way of Managing Final Year Projects at FCSIT UM. Persidangan Pendidikan ICT Negara, UTM Skudai, Johor Bahru, pp 26 - 31. - Conference
    • Executive Report for Final Year Project, WXES3181 & WXES3182 - Executive Report
    2003
    • N. Idris, Raja Jamilah Raja Hussein & M. Khalit. 2003. Perancangan Projek Analisa Terhadap Pengajaran Bahasa Pengaturcaraan di Fakulti Sains Komputer dan Tenologi Maklumat. Seminar Penyelidikan Jangka Pendek Universiti Malaya 2003, Universiti Malaya, paper number 52. - Conference
    • Norisma Idris, Raja Jamilah & M. Khalit. 2003. Kajian/Analisis Terhadap Pengajaran Bahasa Pengaturcaraan C di Fakulti Sains Komputer dan Teknologi Maklumat, Universiti Malaya. Bengkel Sains Pengaturcaraan: Pembelajaran dan Pengajaran Pengaturcaraan di Malaysia. Cyberview Lodge Resort, Cyberjaya, pp 8-17. - Workshop
    • Abrizah Abdullah, Maizatul Akmar Ismail, Norisma Idris, Zaitun Abu Bakar, & A.N.Zainab. 2003. ICT LitPro: Information and Communication Technology Syllabus and Course Modules. Inforam-FCSIT UM Collaboration Program. - Course Module
    2002
    • Norisma Idris. 2002. Course Module for Visual Programming, WXET1142. - Course Module
    RESEARCH PROJECT
    (Project title),(Role),(Duration),(Level)
    Geran Penyelidikan Universiti Malaya (UMRG)
  • Text Processing for Unknown Malay Words, Principal Investigator(PI), 2012 - 2013 (National)
  • Document Retrieval Based on Learning Style , Consultant, 2011 - 2012 (National)
  • Summarizing Strategies Identification System, Principal Investigator(PI), 2010 - 2011 (National)
  • Development of Object-oriented Concept Extractor: Tools to support Object-oriented Assessment in Programming Education, Consultant, 2010 - 2011 (National)
  • Summary-to-Text Approach for Automated Comprehension Assessment, Coordinator, 2007 - 2007 (National)
  • Flagship Grant
  • Adaptive Learning Environment for Problem Solving Skills (ALEPS): Intelligence Summarization Assessment , Principal Investigator(PI), 2012 - 2014 (National)
  • Development of algorithms for detecting students' summarizing skills using summary sentence decomposition , PhD student, 2006 - 2009 (National)
  • Fundamental Research Grant Scheme (FRGS)
  • Summary-to-Text Approach for Automated Comprehension Assessment , Coordinator, 2006 - 2007 (National)
  • ScienceFund
  • Summary-to-Summary Approach for Automated Comprehension Assessment , Researcher, 2006 - 2008 (National)
  • Short Term Research Fund (Vote F)(PJP)
  • A Survey On User's View Of The Automated Essay Marking System , Coordinator, 2004 - 2005 (National)
  • Analisis terhadap pembelajaran bahasa pengaturcaraan C di FSKTM , Consultant, 2002 - 2003 (University)
  • Analisa terhadap pengajaran bahasa pengaturcaraan C di Fakulti Sains Komputer dan Teknologi Maklumat , Consultant, 2002 - 2003 (University)
  • MOSTI (IRPA)
  • Development of an Automated Essay Grading System for Malay Text. , Coordinator, 2004 - 2006 (National)
  • SUPERVISION
    Postgraduate Student
    (Title of Thesis),(Name of Candidates),(Institution),(Academic Level)
    Completed
    • Penggunaan Internet dalam Pengajaran dan Pembelajaran di Sekolah Menengah Keb. Damansara Jaya, Nor Hazidah Awang, University of Malaya (UM) (Post Graduate Student)
    • Kajian Keberkesanan Penggunaan Portal Perpustakaan UMLIB di Kalangan Pelajar-pelajar Fakulti Sains Universiti Malaya, Halimah binti Abas, University of Malaya (UM) (Post Graduate Student)
    • The Integration of Natural Language Processing in IDS, Ngoi Se keng, University of Malaya (UM) (Post Graduate Student)
    • Kajian ke atas Mata Pelajaran Teknologi Maklumat di sekolah Menengah di Sekitar Lembah Klang, Shaharni Adlina Hamidon, University of Malaya (UM) (Post Graduate Student)
    • A Development of a Cancer Information System using Information Retrieval, Tan Chee Ming, University of Malaya (UM) (Post Graduate Student)
    • A CONSTRUCTIVE FEEDBACK FOR NOVICES SUMMARIZING STRATEGIES IDENTIFICATION TOOL, CHEW CHIOU SHENG, University of Malaya (UM) (Post Graduate Student)
    • A COMPUTER ASSISTED SUMMARY WRITING LEARNING ENVIRONMENT, CHEW CHIOU SHENG, University of Malaya (UM) (Post Graduate Student)
    • RELEVANCE DETECTION AND SUMMARIZING STRATEGIES IDENTIFICATION ALGORITHM USING LINGUISTIC MEASURES, Seyed Asadollah Abdiesfandani, University of Malaya (UM) (Post Graduate Student)
    • Understanding Physics Problem using Categorization, Andrew Thomas Bimba, University of Malaya (UM) (Post Graduate Student)
    • Identification of Text Similarity in Students Summary Sentences, Jaafar Zubairu Maitama, University of Malaya (UM) (Post Graduate Student)
    • Adaptive Differential Evolution ALgorithm with Fitness Based Selection of Parameters and Mutation Strategies, Rawaa Dawoud Hassan Al-Dabbagh, University of Malaya (UM) (Post Graduate Student)
    Ongoing
    • Malay Language Tweets Normalization, Mohammad Arshi Saloot, University of Malaya (UM) (Post Graduate Student)
    • IMPLICIT AND EXPLICIT FEATURES AND OPINION WORDS EXTRACTION OF FINE-GRAINES SENTIMENT ANALYSIS, MOHAMMAD AHMAD JOMAH TUBISHAT, University of Malaya (UM) (Post Graduate Student)
    • IMPLICIT AND EXPLICIT FEATURES AND OPINION WORDS EXTRACTION OF FINE-GRAINES SENTIMENT ANALYSIS, MOHAMMAD AHMAD JOMAH TUBISHAT, University of Malaya (UM) (Post Graduate Student)
    • IMPLICIT AND EXPLICIT FEATURES AND OPINION WORDS EXTRACTION OF FINE-GRAINES SENTIMENT ANALYSIS, MOHAMMAD AHMAD JOMAH TUBISHAT, University of Malaya (UM) (Post Graduate Student)
    • A HYBRID DICTIONARY MODELLINH APPROACH FOR MALAY TEXT NORMALIZATION, NOR AZLIZAWATI BINTI MUHAMAD, University of Malaya (UM) (Post Graduate Student)
    Undergraduate Student
    (Title of Thesis),(Academic Session)
    Completed
    • Latihan Ilmiah / Final Year Project (WXES3181 & WXES3182), 2001/2002
    • Latihan Ilmiah / Final Year Project (WXES3181 & WXES3182), 2002/2003
    • Latihan Ilmiah/Final Year Project (WXES3181 & WXES3182), 2003/2004
    • Latihan Ilmiah / Final Year Project (WXES3181 & WXES3182), 2004/2005
    • Industrial Training, 2010/2011
    • Academic Project I & Academic Project II, 2010/2011
    PATENT/IPR
    (Product Name),(Type),(Level)
    • 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
    (Contribution to Society),(Duration),(Level)
    • Sukarelawan Program Celik IT Bersama PDK Sri Sentosa, 01/01/2019 to 31/12/2019
    • AHLI JAWATANKUASA PROGRAM CELIK IT BERSAMA ORANG ASLI 2016, 01/06/2016 to 31/12/2016
    • FANCY DRESS JUDGE FOR UM111 FANCY DRESS 5KM WALK 2016, 01/06/2016 to 31/10/2016
    • SUKARELAWAN BENGKEL CELIK IT PENGURUSAN MAKLUMAT PROJEK ORANG ASLI 2016, 01/06/2016 to 31/12/2016
    • SUKARELAWAN UMCARES, 01/01/2016 to 31/12/2016
    • Treasurer in Web Development using Word Press, Movie Maker and Adobe Photoshop Project., 12/09/2015 to 13/09/2015
    • Organizing Committee for Web Development using WordPress, Movie Maker and Adobe Photoshop Project, 12/09/2015 to 13/09/2015
    • Terlibat dalam Higher Education Week (HEWM) 2015, 13/08/2015 to 16/08/2015
    • KETUA PROJEK CELIK IT DI TAMAN MEDAN CAHAYA, 13/05/2015 to 31/12/2016
    • Sukarelawan UMCares, 01/01/2015 to 31/12/2015
    • 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, 01/11/2014 to 02/11/2014
    • Reviewer for the 8th International Conference on Intelligent Information Processing(ICIIP2013), 31/01/2013 to 31/01/2013
    • Participate in the conference Institutional Perspectives on Evidence Based Research Evaluation, 05/07/2012 to 06/07/2012
    • Reviewer for the 2012 International Conference on Computer & Information Sciences (ICCIS2012), 01/05/2012 to 30/06/2012
    • PESERTA MAJLIS PERASMIAN PERSIDANGAN KEBANGSAAN TULISAN JAWI DAN KARNIVAL JAWI 2011, 05/12/2011 to 05/12/2011
    • WWF, 2021
    • Facilitator for Projek Emas at Matrikulasi Kolej Negeri, Seremban Negeri Sembilan , 01/05/2003 to 31/05/2003
    • Tutor for Kelas Bimbingan Asas Pengaturcaraan Komputer Sesi 2002/2003, 01/04/2003 to 30/06/2003
    ACADEMIC/PROFESSIONAL SERVICES
    Academic/Professional Services
    (Contribution),(Duration),(Level),(Role)
  • External Examiner for Phd Thesis : Predictive Model for Traffic Emission Concentrations, 18/08/2021 to 27/09/2021, National, (External Examiner)
  • External Examiner for Phd Theses Predictive Spatial Model for Cardiorespiratory Effects of Outdoor Air Pollution, 02/04/2021 to 06/05/2021, National, (External Examiner)
  • Penempatan Sementara Di Covid-19 Immunisation Task Force (Citf), 23/02/2021 to 08/03/2021, National, (Academic Appointment )
  • Panel Penilai Dalaman Peruntukan Frgs Fasa 1 Tahun 2021, 01/02/2021 to 01/03/2021, University, (Internal Evaluator)
  • Evaluation Activity
    (Activity),(Duration),(Category)
  • Advisory System ,   (Thesis)
  • Iterative Matching on Multi-Dimensional Case-based Reasoning System for Negotiation ,   (Thesis)
  • Problem Analysis Tool for Novice Programmers ,   (Thesis)
  • A Strategic Approach in Developing an Interactive Learning System for Young Learner (Leraning Malay Proverbs) ,   (Thesis)
  • Malay Language Text-to-Speech Synthesiser ,   (Thesis)
  • Intelligent Employment Agent (EMA) ,   (Thesis)
  • C-TOOLS: Concept-Connector Tools for Online Learning in Science (International Journal of Learning 2003),   (Article)
  • Learning and Desire (International Journal of Learning),   (Article)
  • Construction of Assessments with Double Adaptaion Processes (International Joint Conferences on Computer, Information & Systems, Sciences and Engineering 2007),   (Article)
  • Reviewer for Mathematical Biosciences and Engineering, 2020 to 2020 (Article in Journal)
  • EXTERNAL EXAMINER FOR PHD (INFORMATION TECHNOLOGY) THESIS IN OPEN UNIVERSITY MALAYSIA, 2020 to 2020 (Thesis)
  • Reviewer for the Transactions on Asian and Low-Resource Language Information Processing, 2020 to 2020 (Article in Journal)
  • Reviewer for for Journal of Experimental & Theoretical Artificial Intelligence, 2019 to 2019 (Article in Journal)
  • External Examiner for the degree of Doctor of Philosophy at Murdoch University, Perth Australia. , 2019 to 2019 (Thesis)
  • INTERNAL EXAMINER FOR MASTER OF DATA SCIENCE , 2019 to 2019 (Project)
  • COMPUTER-AIDED DESIGN AND APPLICATIONS , 2017 to 2017 (Article in Journal)
  • Journal of Information Science , 2017 to 2017 (Article in Journal)
  • Kybernetes , 2017 to 2017 (Article in Journal)
  • Journal of King Saud University - Computer and Information Sciences , 2017 to 2017 (Article in Journal)
  • Malaysian Journal of Computer Science , 2017 to 2017 (Article in Journal)
  • INTERPRETIVE STRUCTURAL MODELLING (ISM) WORKSHOP DEVELOPMENT OF VERBAL AND NON-VERBAL COMMUNICATION MODEL BETWEEN LEARNING COMPANION HUMANOIDS AND ELDERLY HUMANS, 2017 to 2017 (Project)
  • Review an article BMTutor Learn Malay Sentence and Word Class for Journal or Information and Communication Technology, 2016 to 2016 (Article in Journal)
  • Review an article Detection of Idea Plagiarism using Syntax Semantic Concept Extractions with Genetic Algorithm for Expert Systems With Applications journal, 2016 to 2016 (Article in Journal)
  • Chairing an Evaluation Panel for Postgraduate Research Excellence Symposium (PgRES 2016), 2016 to 2016 (Project)
  • Pemeriksa Luar bagi Menilai Thesis Ijazah Sarjana Sains Komputer (Kecerdasan Buatan) UKM, 2016 to 2016 (Thesis)
  • Review an article Comparative study on textual data set using fuzzy clustering algorithms for Kybernetes Journal, 2016 to 2016 (Article in Journal)
  • Internal Examiner for Phd Thesis: "A Framework for Digital Note Taking with a Mediation Approach", 2013 to 2013 (Thesis)
  • Internal Examiner for PhD Thesis: "Information Seeking Tool based on Learning Styles", 2013 to 2013 (Thesis)
  • 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., 2013 to 2013 (Article in Journal)
  • Reviewing articles submitted to the International Conference on Islamic Applications in Computer Science and Technologies (IMAN 2013) , 2013 to 2013 (Article in Proceeding)
  • Expert Linkages
    (Linkages Description),(Organisation),(Duration of Involvement),(Level)
  • LIAISON ACADEMIC STAFF FOR RESEARCH ASSOCIATE, COMPUTER AND INFORMATION SYSTEMS DEPT, COLLEGE OF BUSINESS ADMINISTRATION, KUWAIT, 2015 (International)
  • Project Collaboration, University Malaysia Sarawak (UNIMAS), 2013 (National)
  • Academic/Technical Contribution
    (Activity),(Organisation),(Duration),(Role)
  • Local Chairs for the International Conference on Asian Language Processing (IALP2020), CHINESE AND ORIENTAL LANGUAGES INFORMATION PROCESSING SOCIETY, 2020 - 2020 (Expert Advisor)
  • 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, 2020 - 2020 (Technical Advisor)
  • Reviewer for the Transactions on Asian and Low-Resource Language Information Processing, ACM, 2020 - 2020 (Expert Advisor)
  • PAKAR RUJUK KURSUS (SME) BAGI KURSUS LANGUAGE PROCESSING TECHNIQUES, OPEN UNIVERSITY MALAYSIA, 2017 - 2017 (Expert Advisor)
  • 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, 2017 - 2017 (Expert Advisor)
  • PEMBANGUNAN LAMAN WEB PENCIL.MY, PENCIL BRAND SDN BHD, 2015 - 2016 (Consultant )
  • ACADEMIC CONSULTANT FOR THE COLLEGE PROPOSED BSc (HONS) INTELLIGENT SYSTEMS, KBU INTERNATIONAL COLLEGE, 2015 - 2016 (Consultant )
  • AWARD AND STEWARDSHIP
    (Name of Award/Stewardship),(Awarding Institution),(Year Awarded),(Type of Award)
    • GOLD Award in the 1st Digitalised International Invention, Innovation and design Competition , UiTM Johor, 2018 (COMPETITION)
    • The Best Paper of the 1st International Conference on Industrial, Enterprise and System Engineering ICoIESE 2017., IEEE Indonesia and Telkom University , 2017 (RESEARCH)
    • DIAMOND AWARD IN INTERNATIONAL INVENTION & INNOVATIVE COMPETITION (InIIC Series 1/2017), MNNF Network, 2017 (COMPETITION)
    • APPRECIATION AS EXPERT PANEL, UNIVERSITY OF MALAYA, 2017 (EDUCATION)
    • ANUGERAH PERKHIDMATAN CEMERLANG, UNIVERSITI MALAYA, 2016 (SERVICES)
    • GOLD PRIZE IN THE 3RD INTERNATIONAL YOUNG INVENTORS AWARD, INDONESIAN INVENTION AND INNOVATION PROMOTION ASSOCIATION (INNOPA), 2016 (RESEARCH)
    • GOLD AWARD IN INVENTION INNOVATION AND DESIGN EXPOSITION iidex 2016, UNIVERSITI TEKNOLOGI MARA, 2016 (RESEARCH)
    • EXCELLENCE SERVICE AWARD, University of Malaya, 2016 (CERTIFICATE)
    • Shortlisted for the e-learning Category in QS Stars Reimagine Education Awards 2015, QS Stars, 2015 (RESEARCH)
    • Gold Award for National Invention Innovation Design Research (NIIDR 2015), National Invention Innovation Design Research 2015, 2015 (RESEARCH)
    • Gold Award, Invention, Innovation and Design Exposition 2015 iidex2015, 2015 (RESEARCH)
    • Special Award, Asia Invention Association, 2015 (RESEARCH)
    • 1st World Invention Innovation Contest (WiC) 2015, Korea World Invention Innovation Contest, 2015 (RESEARCH)
    • Gold Medal in International Innovation, Design and Articulation (i-IDEA 2014), UITM, 2014 (RESEARCH)
    • CHAN Special Award, Infrastructure University Kuala Lumpur, 2014 (RESEARCH)
    • Gold Award dalam Pertandingan Rekacipta dan Inovasi Institusi Pengajian Tinggi Swasta (PERINTIS 2014), Infrastructure University Kuala Lumpur, 2014 (RESEARCH)
    • EXCELLENCE SERVICE AWARD, University of Malaya, 2013 (CERTIFICATE)
    • Anugerah Perkhidmatan Cemerlang, Universiti Malaya, 2013 (SPECIAL)
    • Bronze Medal in International Exposition and Research Innovation in Education, Sultan Idris Education University, 2013 (RESEARCH)
    • EXCELLENCE SERVICE AWARD, University of Malaya, 2005 (CERTIFICATE)
    • Sijil Penghargaan Penilaian Kursus & Pengajaran Tertinggi bagi Sesi 2004/2005 Sem 2, Faculty of Computer Science & IT, 2005 (SPECIAL)
    • 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 (SPECIAL)
    • CERTIFICATE OF EXCELLENT SERVICE, University of Malaya, 2004 (CERTIFICATE)
    • Anugerah Perkhidmatan Cemerlang, University of Malaya, 2004 (SPECIAL)
    • Sijil Penghargaan Penilian Kursus dan Pengajaran Terbaik Sesi 2003/2004 Semester 1 bagi kursus WAES2202, Faculty of Computer Science & IT, 2003 (SPECIAL)
    • Sijil Pekerja Cemerlang, University of Malaya, 2003 (SPECIAL)
    CONSULTANCY PROJECT
    (Project title),(Organisation),(Duration),(Role),(Level)
    • KAJIAN EKOSISTEM PEMBELAJARAN DIGITAL DI INSTITUSI PENGAJIAN TINGGI MALAYSIA, KEMENTERIAN PENGAJIAN TINGGI, 30/06/2021 to 29/01/2022, Project Leader/Lead Consultant (National)
    • EXTERNAL EXAMINER FOR PHD THESIS (OPEN UNIVERSITY MALAYSIA), OPEN UNIVERSITY MALAYSIA, 01/12/2020 to 01/12/2020 (National)
    • KETUA PASUKAN PENBANGUNAN KURIKULUM BAGI PROGRAM UMCCED, UMCCED, 01/12/2020 to 01/12/2021 (National)
    • Consultation on Natural Language Processing in Banking, InfoPro Sdn Bhd, 01/12/2020 to 01/12/2020 (National)
    • Pakar Rujuk Kluster Technology/AI and data Analytics : i-Techie, University of Malaya, 01/12/2019 to 01/12/2019 (National)
    • Consultant, Sentiment Analysis Project - CLOUD CONNECT SDN BHD, CLOUD CONNECT SDN BHD, 01/04/2019 to 01/04/2019 (National)
    • KONSULTAN DALAM PROJEK SENTIMENT ANALYSIS DI CLOUD CONNECT SDN BHD, CLOUD CONNECT SDN BHD, 01/10/2018 to 01/10/2018 (National)
    • PENILAI JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY, UNIVERSITI UTARA MALAYSIA, 01/12/2016 to 01/12/2016 (National)
    • Internal Examiner for Phd Thesis, University of Malaya, 01/01/2015 to 01/01/2015 (National)
    • Academic Consultant, KBU International College, 01/01/2015 to 01/01/2016 (National)
    • External Examiner, Universiti Kebangsaan Malaysia, 01/01/2015 to 01/01/2015 (National)
    • Perunding Projek bagi Pencil Brand Sdn. Bhd., Pencil Brand Sdn. Bhd., 01/09/2015 to 01/09/2016 (National)
    • Reviewer for Journal of Independent Studies and Research Computing, Journal of Independent Studies and Research Computing, 01/01/2015 to 01/01/2015 (International)
    • Reviewer for Journal of Independent Studies and Research Computing , Journal of Independent Studies and Research Computing, Pakistan, 01/08/2015 to 01/08/2015 (International)
    • External Examiner for Master Thesis, Universiti Kebangsaan Malaysia, 01/08/2015 to 01/08/2015 (National)
    • Technical Paper Reviewer, Universiti Teknologi PETRONAS, 01/01/2014 to 01/01/2014 (National)
    • Internal Examiner for PhD Thesis, University of Malaya, 01/01/2014 to 01/01/2014 (National)
    • Internal Examiner for Master Thesis, University of Malaya, 01/01/2014 to 01/01/2014 (National)
    • Reviewer for Journal of Information and Communication Technology, University Utara Malaysia Press, 01/12/2014 to 01/12/2014 (National)
    • Reviewer for the Transactions on Asian Language Information Processing, Association for Computing Machinery (ACM), 01/12/2014 to 01/12/2014 (International)
    • Internal Examiner for Master of Computer Science, FSKTM UM, 01/01/2012 to 01/01/2012 (National)
    • Internal Examiner for PhD thesis, FSKTM, 01/01/2012 to 01/01/2012 (National)
    • Internal Examiner for Master Thesis, FSKTM, 01/01/2012 to 01/01/2012 (National)
    • Reviewer for the 2012 International Conference on Computer & Information Sciences (ICCIS2012), Universiti Teknologi Petronas, 01/01/2012 to 01/01/2012 (National)
    • PEPERIKSAAN SEMESTER PROGRAM MATRIKULASI, MINISTRY OF EDUCATION, 01/04/2011 to 01/04/2011 (National)
    • Course Instructor for Executive Diploma in Information Technology (EDIT 2 - EDIT 7) - Information System, UMCced, 01/11/2003 to 01/11/2005 (University)
    • Co-Chairs for the 7th International Conference on Information Integration and Web Based Applications & Services (iiWAS2005), Austrian Computer Society, 01/11/2005 to 01/11/2005 (International)
    • Course Instructor for Distance Learning Programme - Visual Programming, UMCced, 01/11/2002 to 01/11/2003 (University)
    • Course Instructor for Cognitive Phenomena Modelling in Faculty of Cognitive Sciences and Human Development, UNIMAS, Universiti Malaysia Sarawak, 01/11/2003 to 01/11/2005 (University)
    • Review the curriculum and syllabus for the ICT Literacy Program, Inforam Net Resources, 01/11/2003 to 01/11/2004 (National)
    PAPER PRESENTED
    (Title),(Event),(Date Presented),(Organiser),(Level)
    INVITED SPEAKER
  • MALAY TWEETS NORMALIZATION USING CORPUS-BASED APPROACH, 2nd International Seminar on Transdisciplinary Linguistics, 02/12/2014 to 02/12/2014, Linguistics Department Faculty of Humanities Universitas Indonesia (International)
  • POSTER PRESENTER
  • An Analysis on student-written summaries: A Step towards Developing an Automated Summarization Assessment, International Conference on Electrical Engineering and Informatics (ICEEI2007), 17/06/2007 to 19/06/2007, Institut Teknologi Bandung (International)
  • A Preliminary Study on Developing an Automated Comprehension Assessment using Summary-To-Summary Approach, Konvensyen Teknologi Pendidikan ke-19, 08/09/2006 to 11/09/2008, Persatuan Teknologi Pendidikan Malaysia (National)
  • Embedding Information Retrieval and Nearest-Neighbour Algorithm into Automated Essay Grading System, The Third International Conference on Information Technology and Applications (IEEE), 04/07/2005 to 07/07/2005, RMIT (International)
  • PRESENTER
  • Perception of Novices on Difficulties in Understanding Physics Problem , 4th Annual International Conference on Education and e-Learning (EeL 2014) , 25/08/2014 to 26/08/2014, GSTF (International)
  • An Analysis of student-written summaries using summary sentence decomposition, National Conference on Skills and Competencies in Education, 16/02/2008 to 16/02/2008, University of Science Malaysia (National)
  • 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), 14/12/2007 to 16/12/2007 (International)
  • Designing heuristics rules to detect student s strategies in summarizing using decomposition of expert-written summaries, The 1st International Malaysian International Technology Convention 2007, 02/11/2007 to 05/11/2007, Ministry of Education & Universiti Teknologi Malaysia (International)
  • Development of Summarization Skill Assessment System using Sentence Decomposition A Proposal, FCSIT Postgraduate Research Seminar 06, 24/11/2006 to 24/11/2006, Faculty of Computer Science & IT (Others)
  • Human Resource Advisory System: New Perspective in Human Resource Management, The Sixth International Conference on Information Integration and Web-based Applications & Services (iiWAS2004), 27/09/2004 to 29/09/2004 (International)
  • Effective way of Managing Final Year Projects at FCSIT, UM, Persidangan Pendidikan ICT Negara, UTM, Skudai, Johor Bahru, 20/05/2004 to 21/05/2004, Ministry of Higher Education (National)
  • Kajian/Analisis Terhadap Pengajaran Bahasa Pengaturcaraan C di Fakulti Sains Komputer dan Teknologi Maklumat, UM, Bengkel Sains Pengaturcaraan: Pembelajaran dan Pengajaran Pengaturcaraan di Malaysia, 27/08/2003 to 27/08/2003, Universiti Kebangsaan Malaysia (National)
  • 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, 15/07/2003 to 18/07/2003, RMIT & Common Ground (International)
  • Perancangan Projek Analisa Terhadap Pengajaran Bahasa Pengaturcaraan di Fakulti Sains Komputer dan Teknologi Maklumat, Seminar Penyelidikan Jangka Pendek Universiti Malaya 2003, 11/03/2003 to 12/03/2003, Universiti Malaya (University)
  • Topic Related to FCSIT, Bengkel Latihan Fasilitator bagi Kursus Kemahiran Berfikir & Berkomunikasi, 18/10/2002 to 21/10/2002, University Malaya (University)
  • Sistem Penggredan Esei Secara Automatik, Seminar ICT UUM 2002, 09/10/2002 to 10/10/2002, Universiti Utara Malaysia  (National)