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Estimating profile of successful IT student: data mining approach (CROSBI ID 649017)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Oreški, Dijana ; Konecki, Mario ; Milić, Luka Estimating profile of successful IT student: data mining approach // MIPRO 2017 - 40th International Convention Proceedings / Biljanović, Petar (ur.). Rijeka, 2017. str. 829-833

Podaci o odgovornosti

Oreški, Dijana ; Konecki, Mario ; Milić, Luka

engleski

Estimating profile of successful IT student: data mining approach

The study presented in this paper aims to explore students’ characteristics and to determine student groups based on their previous education and socio-demographic characteristics. Descriptive data mining method, cluster analysis, is applied in the analysis process. Data used in the research is collected among first, second and third year IT students. Research results indicate profile of successful IT student. As such, research results provide useful insight into both micro and macro level aspects of educational process, which can benefit both students and academic institutions. Data mining has shown promising results in educational domain and a substantial potential to serve as a tool for improvement of quality in education.

educational data mining, academic performance, cluster analysis, educational strategy

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Podaci o prilogu

829-833.

2017.

objavljeno

Podaci o matičnoj publikaciji

MIPRO 2017 - 40th International Convention Proceedings

Biljanović, Petar

Rijeka:

978-953-233-093-9

Podaci o skupu

MIPRO 2017

predavanje

22.05.2017-26.05.2017

Opatija, Hrvatska

Povezanost rada

Informacijske i komunikacijske znanosti

Indeksiranost