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Study program selection by aggregated DEA-AHP measure

Samo za registrovane korisnike
2013
Autori
Savić, Gordana
Makajić-Nikolić, D.
Ranđelović, Dragan
Ranđelović, Miloš
Članak u časopisu (Objavljena verzija)
Metapodaci
Prikaz svih podataka o dokumentu
Apstrakt
Upon the completion of the common first-year curriculum, under graduate university students may find it difficult to choose the most appropriate study program. This paper deals with a methodology that may help students select it on the basis of their first-year marks, i.e. their efficiency. We have used data on the students' marks from the official database at the Faculty of Organizational Sciences, University of Belgrade, to determine the weights of the first-year subjects in order to predict future students' success on each of the study programs, separately. The aggregated measure, as the combination of weights obtained by Data Envelopment Analysis (DEA) as an objective, and Analytical Hierarchical Process (AHP) as a subjective method is defined for determining the subject's weight. Furthermore, based on the weights assigned to subjects according to departments, we have selected subjects relevant for assessment of future students' success and recommended the appropriate study program...s.

Ključne reči:
Aggregated measure / AHP / DEA / Study program selection
Izvor:
Metalurgia International, 2013, 18, 1, 169-174
Projekti:
  • Nove informacione tehnologije za analitičko odlučivanje bazirane na organizaciji eksperimenta i opservaciji i njihova primena u biološkim, ekonomskim i sociološkim sistemima (RS-44007)

ISSN: 1582-2214

Scopus: 2-s2.0-84872448587
[ Google Scholar ]
1
URI
http://jakov.kpu.edu.rs/handle/123456789/544
Kolekcije
  • Radovi istraživača / Researchers' publications
Institucija
Jakov
TY  - JOUR
AU  - Savić, Gordana
AU  - Makajić-Nikolić, D.
AU  - Ranđelović, Dragan
AU  - Ranđelović, Miloš
PY  - 2013
UR  - http://jakov.kpu.edu.rs/handle/123456789/544
AB  - Upon the completion of the common first-year curriculum, under graduate university students may find it difficult to choose the most appropriate study program. This paper deals with a methodology that may help students select it on the basis of their first-year marks, i.e. their efficiency. We have used data on the students' marks from the official database at the Faculty of Organizational Sciences, University of Belgrade, to determine the weights of the first-year subjects in order to predict future students' success on each of the study programs, separately. The aggregated measure, as the combination of weights obtained by Data Envelopment Analysis (DEA) as an objective, and Analytical Hierarchical Process (AHP) as a subjective method is defined for determining the subject's weight. Furthermore, based on the weights assigned to subjects according to departments, we have selected subjects relevant for assessment of future students' success and recommended the appropriate study programs.
T2  - Metalurgia International
T1  - Study program selection by aggregated DEA-AHP measure
VL  - 18
IS  - 1
SP  - 169
EP  - 174
ER  - 
@article{
author = "Savić, Gordana and Makajić-Nikolić, D. and Ranđelović, Dragan and Ranđelović, Miloš",
year = "2013",
url = "http://jakov.kpu.edu.rs/handle/123456789/544",
abstract = "Upon the completion of the common first-year curriculum, under graduate university students may find it difficult to choose the most appropriate study program. This paper deals with a methodology that may help students select it on the basis of their first-year marks, i.e. their efficiency. We have used data on the students' marks from the official database at the Faculty of Organizational Sciences, University of Belgrade, to determine the weights of the first-year subjects in order to predict future students' success on each of the study programs, separately. The aggregated measure, as the combination of weights obtained by Data Envelopment Analysis (DEA) as an objective, and Analytical Hierarchical Process (AHP) as a subjective method is defined for determining the subject's weight. Furthermore, based on the weights assigned to subjects according to departments, we have selected subjects relevant for assessment of future students' success and recommended the appropriate study programs.",
journal = "Metalurgia International",
title = "Study program selection by aggregated DEA-AHP measure",
volume = "18",
number = "1",
pages = "169-174"
}
Savić G, Makajić-Nikolić D, Ranđelović D, Ranđelović M. Study program selection by aggregated DEA-AHP measure. Metalurgia International. 2013;18(1):169-174
Savić, G., Makajić-Nikolić, D., Ranđelović, D.,& Ranđelović, M. (2013). Study program selection by aggregated DEA-AHP measure.
Metalurgia International, 18(1), 169-174.
Savić Gordana, Makajić-Nikolić D., Ranđelović Dragan, Ranđelović Miloš, "Study program selection by aggregated DEA-AHP measure" 18, no. 1 (2013):169-174

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