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[PDF][PDF] A review on student attrition in higher education using big data analytics and data mining techniques
SSA Tarmizi, S Mutalib, NHA Hamid… - International Journal of …, 2019 - academia.edu
Student attrition among undergraduate students is among the most concerned issues in
higher educational institutions in Malaysia and abroad. This problem arises when these …
higher educational institutions in Malaysia and abroad. This problem arises when these …
Redefining profit metrics for boosting student retention in higher education
S Maldonado, J Miranda, D Olaya, J Vásquez… - Decision support …, 2021 - Elsevier
Student dropout is a major concern in higher education, as it leads to direct economic losses
and substantial social costs. Public and private institutions spend considerable resources to …
and substantial social costs. Public and private institutions spend considerable resources to …
Improving the Automatic Detection of Dropout Risk in Middle and High School Students: A Comparative Study of Feature Selection Techniques
D Zapata-Medina, A Espinosa-Bedoya… - Mathematics, 2024 - mdpi.com
The dropout rate in underdeveloped and emerging countries is a pressing social issue, as
highlighted by studies conducted by The Organization for Economic Co-operation and …
highlighted by studies conducted by The Organization for Economic Co-operation and …
[PDF][PDF] Factors that influence undergraduate university desertion according to students perspective
M Alban, D Mauricio - International Journal of Engineering and …, 2019 - researchgate.net
University desertion is defined as a withdrawal from the academic system that has a
negative impact on the economic and social environment. Desertion is influenced by internal …
negative impact on the economic and social environment. Desertion is influenced by internal …
A case study on student attrition prediction in higher education using data mining techniques
SS Ahmad Tarmizi, S Mutalib, NH Abdul Hamid… - Soft Computing in Data …, 2019 - Springer
Student attrition in higher educational institutions (HEI) concern with the failure of
undergraduate students who unable to complete their studies within the stipulated period …
undergraduate students who unable to complete their studies within the stipulated period …
N-Gain and System Usability Scale Analysis on Game Based Learning for Adult Learners
The use of interactive learning materials is acknowledged as an essential part in the
educational process. Technological developments enabled educational institutions to …
educational process. Technological developments enabled educational institutions to …
A multifaceted data mining approach to understanding what factors lead college students to persist and graduate
A Gopalakrishnan, R Kased, H Yang… - 2017 Computing …, 2017 - ieeexplore.ieee.org
Universities in the United States are facing the serious issue of high dropout rate and low
graduation rate of four-year college students. This paper describes a host of data mining …
graduation rate of four-year college students. This paper describes a host of data mining …
Student attrition at technical and vocational educational training (TVET) institutions: the case of XCel Technical College in Malaysia
H Had Sabtu, WS Wan Mohd Noor… - Asian Social …, 2016 - repo.uum.edu.my
Student attrition is a challenging issue for tertiary education institutions, especially Technical
and Vocational Education Training (TVET) institutions. There are a lot of explanations why …
and Vocational Education Training (TVET) institutions. There are a lot of explanations why …
Implementasi Metode Support Vector Machine (SVM) Pada Klasifikasi Drop Out (DO) Mahasiswa
R Hidayat, M Haris, ZK Simbolon - Jurnal Infomedia: Teknik …, 2024 - e-jurnal.pnl.ac.id
Abstrak Politeknik Negeri Lhokseumawe merupakan salah satu perguruan tinggi vokasi di
Indonesia yang berusaha mengurangi angka putus kuliah. Drop out (DO) di lingkungan …
Indonesia yang berusaha mengurangi angka putus kuliah. Drop out (DO) di lingkungan …
[PDF][PDF] Research methodology knowledge between Master and Doctoral education research students
Abstract Knowledge of research methodology is important for those who are required to read
research articles. With the knowledge of research methodology, students will be able to …
research articles. With the knowledge of research methodology, students will be able to …