Predicting Student Drop-Out in Higher Institution Using Data Mining Techniques

QR Code

Predicting Student Drop-Out in Higher Institution Using Data Mining Techniques

The increasing number of students dropping out is a major concern of higher educational institutions as it gives a great impact not only cost to the students but also a waste of public funds. Thus, it is imperative to understand which students are at risk of dropping out and what are the factors tha...

Full description

Bibliographic Details
Published in:	Journal of Physics: Conference Series
Main Author:	Wan Yaacob W.F.; Mohd Sobri N.; Nasir S.A.M.; Wan Yaacob W.F.; Norshahidi N.D.; Wan Husin W.Z.
Format:	Conference paper
Language:	English
Published:	Institute of Physics Publishing 2020
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086722625&doi=10.1088%2f1742-6596%2f1496%2f1%2f012005&partnerID=40&md5=c3a97ef4990c662af106f14ca2e1b6c7

Similar Items

Machine learning models for COVID-19 confirmed cases prediction: A meta-analysis approach
by: Wan Yaacob W.F.; Sobri N.M.; Nasir S.A.M.; Nordin N.I.; Wan Yaacob W.F.; Mukhaiyar U.
Published: (2021)

Analysing Online Vacancy and Skills Demand using Text Mining
by: Nasir S.A.M.; Wan Yaacob W.F.; Wan Aziz W.A.H.
Published: (2020)

Predicting particulate matter (PM2.5) in Malaysia using Multiple Linear Regression and Artificial Neural Network
by: Sobri N.M.; Wan Yaacob W.F.; Ismail N.A.; Malik M.A.A.; Rahman R.A.; Baser N.A.; Sukhairi S.A.M.
Published: (2021)

Using Machine Learning to Predict Visitors to Totally Protected Areas in Sarawak, Malaysia
by: Abang Abdurahman A.Z.; Wan Yaacob W.F.; Md Nasir S.A.; Jaya S.; Mokhtar S.
Published: (2022)

Preface
by: Wan Yaacob W.F.
Published: (2021)

The effect of chemical parameters on water quality index in machine learning studies: A meta-analysis
by: Malek N.H.A.; Wan Yaacob W.F.; Nasir S.A.M.; Shaadan N.
Published: (2021)

TRACKING EMPLOYMENT TRENDS IN MALAYSIA USING TEXT MINING TECHNIQUE; [Mengesan Trend Pekerjaan di Malaysia Menggunakan Teknik Perlombongan Teks]
by: Nasir S.A.M.; Yaacob W.F.W.
Published: (2021)

Revisit the COVID-19 Pandemic as a Catalyst Towards Digital Transformation in Malaysia Higher Education Institutions
by: Abbas W.F.; Naz'Ri Mahrin M.; Maarop N.
Published: (2023)

Spatio-temporal clustering of sarawak malaysia total protected area visitors
by: Abang Abdurahman A.Z.; Md Nasir S.A.; Wan Yaacob W.F.; Jaya S.; Mokhtar S.
Published: (2021)

Visualising Current Research Trends in Class Imbalance using Clustering Approach: A Bibliometrics Analysis
by: Abu Bakar N.S.; Wan Yaacob W.F.; Wah Y.B.; Wan Omar W.M.; Mukhaiyar U.
Published: (2024)

Annual workers' income prediction using data mining techniques
by: Yahaya M.S.; Hasbullah M.H.; Jamil S.A.M.; Ul-Saufie A.Z.; Ibrahim N.
Published: (2024)

Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier
by: Abdullah M.N.; Yap B.W.; Sapri N.N.F.F.; Wan Yaacob W.F.
Published: (2023)

Preface
by: Janor H.R.M.; Mohamed Z.; Meeampol S.; Wirahadikusumah R.; Srigutomo W.; Putro U.S.; Pasaribu U.S.; Ritthaisong Y.; Opatpatanakit A.; Areola E.M.Q.; Wahid K.A.; Numprasertchai H.; Wan Yaacob W.F.; Nasir S.A.M.; Marzuki M.M.; Rasameethes B.; Indratno S.W.; Mukhaiyar U.; Sari K.N.; Afgani K.F.; Viriya P.; Noumanong T.; Windasari N.A.; Sobri N.M.; Wan Zakaria W.N.F.; Ismail N.; Zaman L.K.; Wan Husin W.Z.; Mustapha N.; Wan Omar W.M.; Wan Mohamed W.N.; Bakar H.A.; Omar S.N.Z.; Ismail Z.; Manitkajohnkit E.; Sriboonlue O.; Thanasrivanitchai J.; Ngamsirijit W.; Saichana S.; Eakpisankit A.; Hassan R.A.; Razak N.F.A.; Wan Yaacob W.F.; Razak S.S.; Mahmud M.; Nasir R.M.N.M.; Fauzi M.F.B.; Fadzil F.H.; Zulkifli S.N.; Suhaimin M.F.
Published: (2021)

Classification and prediction of academic talent using data mining techniques
by: Jantan H.; Hamdan A.R.; Othman Z.A.
Published: (2010)

A Review on Student Attrition in Higher Education Using Big Data Analytics and Data Mining Techniques
by: Tarmizi S.S.A.; Mutalib S.; Hamid N.H.A.; Rahman S.A.
Published: (2019)

Carbon dioxide emissions and institutional factors in developing nations: An application of the GMM technique
by: Jalil S.A.; Wan Mohamed W.M.
Published: (2021)

Analysis of airline customer satisfaction using data mining techniques
by: Mohd Rozaini N.A.A.; Abd Talib N.F.A.; Ul-Saufie A.Z.; Ibrahim N.; Jamil S.A.M.; Ul-Saufie A.Z.
Published: (2024)

Multivariable Projections of Caries-Free Prevalence and the Associated Factors from 2019 to 2030 among Schoolchildren Aged 6, 12 and 16-Year-Old in Malaysia
by: Najihah L.; Wan Husin W.Z.; Marhazlinda J.
Published: (2023)

A Structured Literature Review on the Modeling Educational Video for Student Learning in Higher Education Institution
by: Rahman K.A.; Arifin N.A.M.; Mokhtar S.A.; Aziz T.M.F.T.A.; Shukry A.I.M.; Rosli N.N.I.N.; Wan Azib W.N.H.
Published: (2024)

Predicting students’ performance at higher education institutions using a machine learning approach
by: Mohd Zaki S.; Razali S.; Awang Kader M.A.R.; Laton M.Z.; Ishak M.; Mohd Burhan N.
Published: (2024)

Out-of-Hospital Cardiac Arrest Prognostics Modelling using Machine Learning Techniques
by: Harizan A.H.; Halim S.A.; Shamsuddin M.R.; Ahmad R.; Ahmad A.
Published: (2023)

Lockdown EffEct on caRbon monoxidE concEntRation ovER maLaySia and indonESia
by: Wan Kamarudin W.F.; Irwan Z.; Yaafar M.R.; Mat Amin A.R.
Published: (2022)

Data mining framework for protein function prediction
by: Rahman S.A.; Hussein Z.A.M.; Bakar A.A.
Published: (2008)

Forecasting Malaysia Under-5 Mortality Using State Space Model
by: Abd Nasir N.F.; Muzaffar A.N.; Rahmat S.N.E.; Wan Husin W.Z.; Zainal Abidin N.S.
Published: (2020)

Development of a prediction model for emergency medical service witnessed traumatic out-of-hospital cardiac arrest: A multicenter cohort study
by: Wang S.-A.; Chang C.-J.; Do Shin S.; Chu S.-E.; Huang C.-Y.; Hsu L.-M.; Lin H.-Y.; Hong K.J.; Jamaluddin S.F.; Son D.N.; Ramakrishnan T.V.; Chiang W.-C.; Sun J.-T.; Huei-Ming Ma M.; Participating Nation Investigators; Tanaka H.; Velasco B.; Khruekarnchana P.; Fares S.; Participating Site Investigators; Rao R.; Abraham G.P.; Bin Mohidin M.A.; Saim A.-H.; Kean L.C.; Anthonysamy C.; Din Mohd Yssof S.J.; Ji K.W.; Kheng C.P.; Ali S.B.M.; Ramanathan P.; Yang C.B.; Chia H.W.; Hamad H.B.; Ismail S.A.; Wan Abdullah W.R.B.; Kimura A.; Gundran C.D.; Convocar P.; Sabarre N.G.; Tiglao P.J.; Song K.J.; Jeong J.; Moon S.W.; Kim J.-Y.; Cha W.C.; Lee S.C.; Ahn J.Y.; Lee K.H.; Yeom S.R.; Ryu H.H.; Kim S.J.; Kim S.C.; Hu R.-H.; Wang R.-F.; Hsieh S.-L.; Kao W.-F.; Riyapan S.; Tianwibool P.; Buaprasert P.; Akaraborworn O.; Al Sakaf O.A.; Huy L.B.; Van Dai N.
Published: (2024)

Pressure Drop and Flow Characteristics in a Diffuser with a Dimpled Tube
by: Askari E.S.S.; Wisnoe W.
Published: (2021)

Box-jenkins and state space model in forecasting Malaysia road accident cases
by: Wan Husin W.Z.; Afdzal A.S.; Azmi N.L.H.; Hamadi S.A.T.S.
Published: (2021)

Development of water quality modelling using InfoWork river simulation in Malacca River, Malaysia and contribution towards Total Maximum Daily Load approach
by: Che Osmi S.A.; Wan Ishak W.F.; Azman M.A.; Ismail A.S.; Samah N.A.
Published: (2018)

Analysis of goal scoring in Copa America 2021
by: Ahmad M.F.; Hussain R.N.J.R.; Wan Chik W.F.; Halim M.H.A.
Published: (2022)

Analyzing the influence of internet of things (IoT) data mining in medical tourism industry
by: Rashid I.M.A.; Rawabdeh M.; Qudah A.A.; Samah I.H.A.; Amlus M.H.; Wan Husain W.A.F.
Published: (2023)

Improvement Action Model for Human Factors in Supply Chain for Industrial Building System Projects
by: Wan Abdullah W.Z.; Mohd Nasir S.R.
Published: (2024)

Comparative modelling for level of rainfall using data mining techniques
by: Mokhranim N.S.; Derasit Z.; Mansor M.M.; Osman B.M.; Kamarudin N.
Published: (2024)

Mining Secondary Metabolites of Rennellia borneensis Baill. using SIRIUS and High-Resolution Mass Spectrometry Data
by: Rushdan, et al.
Published: (2023)

Assessing the accessibility and usability of Malaysia higher education website
by: Aziz M.A.; Wan Mohd Isa W.A.R.; Nordin N.
Published: (2010)

Clinical utility of caspofungin eye drops in fungal keratitis
by: Neoh C.F.; Daniell M.; Chen S.C.-A.; Stewart K.; Kong D.C.M.
Published: (2014)

Affective Domain in Learning Taxonomy at Institution of Higher Education
by: Mahfuzah M.Z.; Fakhrurrazi M.Z.A.; Norhapizah M.B.
Published: (2022)

Research Knowledge System Model for Higher Learning Institutions
by: Alsaleh S.; Sabri S.M.; Haron H.
Published: (2021)

Intuitive Eating Behaviour among Young Malay Adults in Malaysian Higher Learning Institutions
by: Muhammad R.; Ismail W.N.D.R.A.W.; Firdus S.; Abdul Hamid S.B.; Mohd Asmawi U.M.; Md Nor N.
Published: (2023)

Computational Aerodynamic Investigations on Wash Out Twist Morphing MAV Wings
by: Ismail N.I.; Tasin M.A.; Sharudin H.; Basri M.H.; Mat S.C.; Yusoff H.; Nasir R.E.M.
Published: (2022)

PREDICTION OF WATER QUALITY FOR THE SELANGOR RIVERS USING DATA MINING APPROACH
by: Ibrahim N.; Rahman H.A.A.; Azran A.A.; Faddillah M.A.M.; Qamarudin M.A.Q.M.
Published: (2023)