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All Journal International Journal of Advances in Intelligent Informatics Knowledge Engineering and Data Science International Journal of Visual and Performing Arts Frontier Energy System and Power Engineering
Agung Bella Putra Utama
Universitas Negeri Malang
Arts Humanities Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Energy Engineering

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Journal : International Journal of Advances in Intelligent Informatics

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An integrative review of computational methods for vocational curriculum, apprenticeship, labor market, and enrollment problems Ahmad Dardiri; Felix Andika Dwiyanto; Agung Bella Putra Utama
International Journal of Advances in Intelligent Informatics Vol 6, No 3 (2020): November 2020
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/ijain.v6i3.581

Abstract

Computational methods have been used extensively to solve problems in the education sector. This paper aims to explore the computational method's recent implementation in solving global Vocational education and training (VET) problems. The study used a systematic literature review to answer specific research questions by identifying, assessing, and interpreting all available research shreds of evidence. The result shows that researchers use the computational method to predict various cases in VET. The most popular methods are ANN and Naïve Bayes. It has significant potential to develop because VET has a very complex problem of (a) curriculum, (b) apprenticeship, (c) matching labor market, and (d) attracting enrollment. In the future, academics may have broad overviews of the use of the computational method in VET. A computer scientist may use this study to find more efficient and intelligent solutions for VET issues.
Co-Authors Ade Kurnia Ganesh Akbari Adjie Rosyidin Ahmad Dardiri Aji Prasetya Wibawa Akhmad Fanny Fadhilla Alfiansyah Putra Pertama Triono Andien Khansa’a Iffat Paramarta Faradini Usha Setyaputri Felix Andika Dwiyanto Felix Andika Dwiyanto Fitriana Kurniawati Gwinny Tirza Rarastri Harits Ar Rosyid Jehad A.H. Hammad Leonel Hernandez Nastiti Susetyo Fanany Putri Suyono Suyono Wako Uriu Zaeni, Ilham Ari Elbaith