Dr. Jastini Binti Mohd Jamil  

Quantitative Sciences,
UUM College of Arts and Sciences,
Universiti Utara Malaysia.
My research interests are in the area of audit and corporate governance.

jastini@uum.edu.my 04-9286365 Name in APA format : Mohd Jamil, J.

ACADEMIC QUALIFICATION

1 2012, PhD Data Mining, University of Bradford, United Kingdom
2 2008, Master of Philosophy Management (M.Phil), University of Bradford, United Kingdom
3 2003, Master of Science Computer Sciences, Malaysia, Universiti Teknologi Malaysia
4 2001, Bachelor Degree Information Technology, Malaysia, Universiti Utara Malaysia

AWARDS & RECOGNITIONS

1 International Invention, Innovation & Technology Exhibition, Ministry of Education with Malaysian Venture Capital & Private Equity Association, 2018, Antarabangsa
2 Juri Pertandingan Inovasi Pengajaran 2017, UTLC Universiti Utara Malaysia, 2017, Universiti
3 EMAS- Pertandingan Invention, Innovation and Design On E-Learning (IIDEL), MEIPTA, 2017, Antarabangsa
4 Journal Reviewer, Elsevier, 2017, Antarabangsa

OVERVIEW

Dr. Jastini Mohd Jamil is a senior lecturer and researcher in Data Mining at School of Quantitative Sciences, Universiti Utara Malaysia. She received his Ph.D in Data Mining from University of Bradford in 2012. Her doctoral thesis work (Partial Least Squares Structural Equation Modelling with Incomplete Data: An Investigation of the impact of statistical and computational imputation methods) with Dr. James Wallace and Dr. Reza Abdi used models drawn from customer index satisfaction domains using structural equation modeling to compare statistical imputation methods and computational imputation methods. She also holds a Master of Computer Sciences with focused on data mining, rough sets and neural networks from Universiti Teknologi Malaysia, and a Bachelor degree in Information Technology (networking) with honours from Universiti Utara Malaysia. Her research interests are solving problems in diverse area using data mining, decision support system and statistical techniques. Her other interests include structural equation modeling, partial least squares, neural networks, rough sets, data pre-processing, handling missing data and forecasting.

RESEARCH AREA


AREA OF EXPERTISE

data mining
data preprocessing/preparation
partial least square SEM

ARTICLE IN ACADEMIC JOURNAL

1 Mohd Shaharanee, I.N., Nawi, M.N.M., & Mohd Jamil, J. (2015). Assessing Stakeholder’s Credit Risk using Data Mining in Construction Project. Advances in Environmental Biology. 9(5), 67 - 70.
2 Mohd Shaharanee, I.N., Mohd Jamil, J., & Hashim, K.F. (2015). RELMARK: An Innovative Algorithm for Preprocessing of Transactional Business Data . Advanced Science Letters. 21(5), 1127 - 1130.
3 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2015). Constructing Partial Least Squares Model in the Presence of Missing Data. Advanced Science Letters. 00(00), 00 - 00.
4 Mohd Jamil, J., Mohd Shaharanee, I.N., Omar, M.F., & Tapa, A. (2015). Assessing Government Financial Institution of Lending Decisions for Contractors in Malaysia. Advanced Science Letters. 21(6), 1619 - 2172.
5 NO_INITIAL, Mat Kasim, M., Ramli, R., & Mohd Jamil, J. (2014). Stochastic Frontier Approach for Measuring Online banking Efficiency in Kuala Lumpur Stock Exchange Market . Journal of Internet banking and Commerce . 19(3), 1 - 13.
6 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2015). Irrelevant Feature and Rule Removal for Structural Associative Classification. Journal of Information and Communication Technology (JICT). 14(), 95 - 110.
7 Zainal Abidin, N., & Mohd Jamil, J. (2016). Simulation analysis on the consequences of behavioural change towards combating obesity: System dynamics approach. International Journal of Engineering & Technology. 78(6-5), 115 - 121.
8 Zainal Abidin, N., & Mohd Jamil, J. (2016). Modelling the prediction of dengue outbreak using system dynamics approach. International Journal of Engineering & Technology. 78(6-4), 107 - 113.
9 Mohd Jamil, J., Mohd Nawawi, M.K., & Ramli, R. (2016). Customer Satisfaction Model for Mobile Phone Service Providers In Malaysia. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 8(8), 165 - 169.
10 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2016). AN INNOVATIVE DATA MINING AND DASHBOARD SYSTEM FOR MONITORING OF MALAYSIAN DENGUE TRENDS. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 8(10), 9 - 12.
11 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2016). THE APPLICATION OF GOOGLE CLASSROOM AS A TOOL FOR TEACHING AND LEARNING. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 8(10), 5 - 8.
12 NO_INITIAL, Mohd Jamil, J., Zainal Abidin, N., & Mohd Shaharanee, I.N. (2016). GENDER-SPECIFIC STOCHASTIC FRONTIER HEALTH EFFICIENCY MODEL IN MALAYSIA. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 8(10), 165 - 171.
13 Mohd Jamil, J., Mohd Shaharanee, I.N., Zainal Abidin, N., & Mohd Nawawi, M.K. (2016). The relationship between problematic materials and successful transaction counts: a case of electronic manufacturing services industry. Journal of Engineering and Applied Sciences. 2(7), 1650 - 1654.
14 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2017). A System Dynamic Simulation Model for Managing the Human Error in Power tools Industries . International Journal of Supply Chain Management. 6(3), 321 - 324.
15 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2018). Analyzing the Oman Education Data using Clustering Analysis. Journal of Advanced Research in Dynamical and Control Systems. 10(-), 1402 - 1408.
16 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2014). EVALUATION AND OPTIMIZATION OF FREQUENT ASSOCIATION RULE BASED CLASSIFICATION. Asia-Pacific Journal of Information Technology and Multimedia . 3(1), 1 - 13.

PAPERS IN CONFERENCE PROCEEDING

1 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2013). PERISIAN MATEMATIK BAGI OPERASI TAMBAH UNTUK PELAJAR BEKEPERLUAN KHAS. 3rd National Invention Innovation & Design UiTM Perak, 2013. 1(), 3 - 3.
2 Mohd Shaharanee, I.N., Mohd Jamil, J., & Omar, M.F. (2013). CloFiM: Cloud based Frequent Itemset Mining. 3rd National Invention Innovation & Design UiTM Perak, 2013. 0(), 00 - 00.
3 Mohd Jamil, J. (2013). Factors Affecting Customer Satisfaction and Customer Loyalty of Mobile Phone Provider in Malaysia: International Students Perceptions. Proceedings of the 1st Innovation and Analytics Conference and Exhibition. 1(1), 00 - 00.
4 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2014). Estimating PLS with incomplete data. Proceeding of the International Conference on the Analysis and mathematical Applications in Engineering and Science 2014 . 1(), 00 - 00.
5 Mohd Shaharanee, I.N., Mohd Jamil, J., & Omar, M.F. (2014). A Conceptual Framework for Optimizing and Evaluating Association Rule Base Classification. Proceeding of the International Conference on the Analysis and mathematical Applications in Engineering and Science 2014 . 1(), 115 - 119.
6 Mohd Shaharanee, I.N., Mohd Jamil, J., & Aziz, N. (2014). Analisis Profil Akademik Pelajar Kokurikulum Badan Beruniform Menggunakan Pendekatan Perlombongan Data. Prosiding Persidangan Kebangsaan Pembangunan Holistik Pelajar (NAHSDEC 2014). 1(), 129 - 136.
7 Mohd Shaharanee, I.N., Hashim, K.F., & Mohd Jamil, J. (2014). CloRUBAS: Innovative Cloud based Rubric Assessment System for Co-Curiculum Center. Penang Invention, Innovation & Design 2014. 00(), 00 - 00.
8 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2014). Comparative analysis of data mining techniques for business data. AIP Conference Proceedings. 1635(), 00 - 00.
9 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2015). A Framework for Interestingness Measures for Association Rules with Discrete and Continuous Attributes Based on Statistical Validity . Artificial Intelligence in Theory and Practice IV. 465(), 119 - 128.
10 Abdul Hamid, M.S., Ahad, N.A., Mohd Jamil, J., Zulkifli, M., & Md Yusof, Z (2015). An Application of Importance Satisfaction Analysis (ISA)Method in Improving the Internship Programme for Malaysia Higher Learning Institution. Proceedings of the 2nd Innovation and Analytic Conference & Exhibition. 1691(), 00 - 00.
11 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2016). Google classroom as a tool for active learning. AIP Conference Proceedings: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY 2016 (ICAST’16). 1761(1), 00 - 00.
12 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2016). An innovative forecasting and dashboard system for Malaysian dengue trends. AIP Conference Proceedings: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY 2016 (ICAST’16). 1761(1), 00 - 00.
13 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2016). Profiling Oman education data using data visualization technique . THE 4TH INTERNATIONAL CONFERENCE ON QUANTITATIVE SCIENCES AND ITS APPLICATIONS (ICOQSIA 2016). 1782(), 00 - 00.
14 Mohd Jamil, J., Mohd Nawawi, M.K., & Ramli, R. (2016). A customer satisfaction model for a utility service industry. AIP Conference Proceedings. 1761(020071), 1 - 5.
15 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2017). Profiling Oman Education Data using Data Mining Approach. Proceedings of the International Conference on Applied Science and Technology 2017 (ICAST'17). 1891(), 00 - 00.
16 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2017). A system dynamic simulation model for managing the human error in power tools industries. Proceedings of the International Conference on Applied Science and Technology 2017 (ICAST'17). 1891(), 00 - 00.
17 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2016). Harnessing Google Facilities for a Better Teaching and Learning Experience. 1st Inspirational Scholar Symposium (ISS2016) Proceedings. 1(), 8 - 17.
18 Abdul Hamid, M.S., Ahad, N.A., Mohd Jamil, J., Zulkifli, M., & Md Yusof, Z (2017). AN APPLICATION OF QUALITY FUNCTION DEPLOYMENT (QFD) TO IMPROVE INTERNSHIP PROGRAMME. THE 2ND INTERNATIONAL CONFERENCE ON COMMUNICATION, MEDIA, INFORMATION TECHNOLOGY, EDUCATION, ENVIRONMENT, TOURISM, ECONOMICS, POLITICS, ARTS AND HERITAGE.. 1(), 732 - 739.
19 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2013). Features Selection and Rule Removal for Frequent Association Rule Based Calssification. Proceedings of the 4th International Conference on Computing & Informatics . 1(1), 377 - 382.
20 Mohd Jamil, J., Mohd Nawawi, M.K., & Ramli, R. (2013). International Student perceptions on customer satisfaction in Malaysia Mobile Phone Factor. Prosiding Seminar LEADS. 1(1), 00 - 00.
21 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2013). A conceptual framework for evaluating and optimizing frequent association rule based classification. Prosiding Seminar LEADS. 1(1), 00 - 00.

BOOKS

1 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2015). A quick guide for data mining: predictive & descriptive modeling, Universiti Utara Malaysia:UUM Press

CHAPTER IN BOOKS

NO DATA

PAST & CURRENT RESEARCHS

1 AN IMPROVED FRAMEWORK OF TREE-STRUCTURED DATA MINING FOR BUSINESS PROCESS LOGS ANALYSIA (2018), Member, KPT
2 MODELLING FINANCIAL STABILITY IN MALAYSIA: AN APPLICATION OF NOWCASTING USING HIGH FREQUENCY DATA (2018), Member, KPT
3 DEVELOPMENT OF POLICY OPINION POLL AND ANALYTICS (2018), Member, UNIVERSITI
4 A NEW SENTIMENT ANALYSIS MODEL FOR MIXED LANGUAGE USING CONTEXTUAL LEXICON (2017), Member, UNIVERSITI
5 IMPROVING THE INSTITUTIONAL RESEARCH AND PUBLICATION PERFORMANCE USING CLUSTERING ALGORITHM (2017), Member, UNIVERSITI
6 PROFILING TOURIST ROUTE PATTERNS USING DATA MINING TECHNIQUES (2017), Member, UNIVERSITI
7 A Study of Graduate on Time (GOT) for Ph.D Students using Analytical Hierarchical Process (2016), Member, UNIVERSITI
8 Analisis Profil Akademik Pelajar Kokurikulum Badan Beruniform Menggunakan Pendekatan Perlombongan Data (2016), Leader, UNIVERSITI
9 ATRACTING YOUNG GENERATION TO ONLINE SURVEY (2016), Member, UNIVERSITI
10 PENERAPAN KEMAHIRAN INSANIAH MELALUI AKTIVITI KOKURIKULUM DALAM KALANGAN MAHASISWA UNIVERSITI UTARA MALAYSIA (2015), Member, UNIVERSITI
11 GOOGLE CLASSROOM AS A TOOL FOR ACTIVE LEARNING (2015), Member, UNIVERSITI
12 A NOVEL APPROACH FOR ASSESSING STAKEHOLDER'S CREDIT RISK USING DATA MINING AUTOMATION IN CONSTRUCTION PROJECT (2014), Member, KPT
13 A NEW METHOD FOR MINING SUBTREE ON STRUCTURE–PRESERVING FLAT DATA FOR TREE STRUCTURED DATA (2013), Member, KPT
14 EARLY WARNING DENGUE TRANSMISSION CONTROL MODELS WITH A HYBRID OF STOCHASTIC FRONTIER ANALYSIS AND SYSTEM DYNAMICS (2013), Leader, KPT
15 A NOVEL INTEGRATED SYSTEM DYNAMICS TOBACCO CONTROL MODEL FOR PREVENTING SMOKING PREVALENCE AND SMOKING-ATTRIBUTABLE MORTALITY (2013), Member, KPT
16 INNOVATIVE MULTIPLE STOCHASTIC EFFICIENCY MODELS FOR BANKS AND STOCK PERFORMANCE IN BURSA MALAYSIA (2013), Member, UNIVERSITI
17 Optimizing Association Rule : Handling Missing Values And Refining The Statistical Analysis (2012), Leader, KPT
18 Constructiong A New Quality Function Deployment (QFD) Method In Improving Internship Programme For Malaysia Higher Learning Institutions (2012), Member, UNIVERSITI
19 Interestingness And Quality Of Association Rules Derived From Relational Data (2012), Member, UNIVERSITI
20 CONSTRUCTING A CUSTOMER SATISFACTION MODEL FOR A UTILITY SERVICE INDUSTRY USING PARTIAL LEAST SQUARES APPROACH (2011), Member, UNIVERSITI
21 A GENETIC ALGORITHM APPROACH TO COURSE TIMETABLING (2007), Member, KPT
22 PROTOTAIP SISTEM PENASIHATAN KONFIGURASI KOMPUTER PERIBADI (2005), Member, KPT
23 PENGURUSAN SISTEM PEMBEKALAN AIR DI UTARA SEMENANJUNG MALAYSIA (2004), Member, MOSTI
24 PERBANDINGAN PRESTASI DI ANTARA TEKNIK RANGKAIAN NEURAL DAN SET KASAR DALAM MENGKELASKAN DATA PERUBATAN (2004), Leader, KPT

UNDERGRADUATE

NoCourse CodeCourse Name
1 QIT3013COMPUTER IN BUSINESS DECISION MAKING
2 VKSP3061VOLUNTEER POLICEMAN CORE VI
3 SQIT3033KNOWLEDGE ACQUISITION IN DECISION MAKING
4 VKSP1021VOLUNTEER POLICEMEN CORE II
5 VKSP2041VOLUNTEER POLICEMAN CORE IV
6 SQPX3908PRACTICUM
7 EEP2032LIVING IN THE MULTI-CULTURAL SOCIETY
8 SQPX4908PRACTICUM
9 VKSP3051VOLUNTEER POLICEMAN CORE V
10 SDG1021THINKING SKILL
11 SDG1011HIGH TOUCH COMMUNICATION
12 QS1013ELEMENTARY STATISTICS
13 QQS1013ELEMENTARY STATISTICS
14 SQMX4908PRACTICUM
15 EEP1032PERSONAL DEVELOPMENT AND CHARACTER BUILDING
16 SQIT3013COMPUTER IN BUSINESS DECISION MAKING
17 JQK1203STATISTICS FOR TECHNOLOGY
18 QT1013PROGRAMMING FOR BUSINESS APPLICATIONS
19 QQM1023MANAGERIAL MATHEMATICS
20 VKSP1011VOLUNTEER POLICEMAN CORE I
21 VKSP2031VOLUNTEER POLICEMAN CORE III

POSTGRADUATE

NoCourse CodeCourse Name
1 SQIT5023DECISION SUPPORT SYSTEMS
2 SQQP5023DECISION ANALYSIS

NO DATA

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