The application of data mining to build classification model for predicting graduate employment

B Jantawan, CF Tsai - arXiv preprint arXiv:1312.7123, 2013 - arxiv.org
Data mining has been applied in various areas because of its ability to rapidly analyze vast
amounts of data. This study is to build the Graduates Employment Model using classification …

[PDF][PDF] Classification techniques for predicting graduate employability

Z Othman, SW Shan, I Yusoff, CP Kee - International Journal on …, 2018 - academia.edu
Unemployment is a current issue that happens globally and brings adverse impacts on
worldwide. Thus, graduate employability is one of the significant elements to be highlighted in …

A comparative study on graduates' employment in Malaysia by using data mining

NINB A'rifian, NSABM Daud… - Journal of Physics …, 2019 - iopscience.iop.org
The Application of Data Mining to Build Classification Model for Predicting Graduate
Employment. CoRR, abs/1312.7123. [4] Nghe, NT, Janecek, P., & Haddawy, P. …

Classification Techniques Using Machine Learning for Graduate Student Employability Predictions.

R Haque, A Quek, CY Ting, HN Goh… - … Journal on Advanced …, 2024 - search.ebscohost.com
The issue of employability has gained significant importance, not only for graduate students
but also for higher educational institutions. In this regard, employability prediction models …

[PDF][PDF] DETERMINING THE DOMINANT ATTRIBUTES OF INFORMATION TECHNOLOGY GRADUATES EMPLOYABILITY PREDICTION USING DATA MINING …

KC PIAD - Journal of Theoretical & Applied Information …, 2018 - jatit.org
The Application of Data Mining to Build Classification Model for Predicting Graduate
Employment. arXiv preprint arXiv:1312.7123. [16] Kadhim B. …

Supervised and unsupervised learning in data mining for employment prediction of fresh graduate students

NAA Rahman, KL Tan, CK Lim - Journal of Telecommunication …, 2017 - jtec.utem.edu.my
Data mining techniques are widely used in engineering, medicine, industry, agriculture and
even used in education to predict a future situation. In this paper, the used of data mining …

[PDF][PDF] Students' employability prediction model through data mining

T Mishra, D Kumar, S Gupta - International journal of applied …, 2016 - researchgate.net
… Tsai, “The application of data mining to build classification model for predicting graduate
employment, ” International Journal of Computer Science and Information Security, 2013. [20] …

Predicting IT employability using data mining techniques

KC Piad, M Dumlao, MA Ballera… - 2016 Third International …, 2016 - ieeexplore.ieee.org
Researchers in higher education are beginning to explore the potential of data mining in
analyzing data for the purpose of giving quality service and needs of their graduates. Thus, …

[PDF][PDF] A unified model of clustering and classification to improve students' employability prediction

P Thakar, A Mehta - International Journal of Intelligent Systems …, 2017 - academia.edu
Data Mining is gaining immense popularity in the field of education due to its predictive
capabilities. But, most of the prior effort in this area is only directed towards prediction of …

Predicting Student's Internship Performance Using J48 Algorithm

RE Encarnacion, MELT Cruz - 2022 International Conference …, 2022 - ieeexplore.ieee.org
… Tsai, “The application of data mining to build classification model for predicting graduate
employment,” International Journal of Computer Science and Information Security (IJCSIS), Vol. …