Logic-Based Aggregation Methods for Ranking Student Applicants
Yugoslav journal of operations research, Tome 27 (2017) no. 4, p. 463
Cet article a éte moissonné depuis la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts
In this paper, we present logic-based aggregation models used for ranking
student applicants and we compare them with a number of existing aggregation methods,
each more complex than the previous one. The proposed models aim to include dependencies in the data using Logical aggregation (LA). LA is a aggregation method based
on interpolative Boolean algebra (IBA), a consistent multi-valued realization of Boolean
algebra. This technique is used for a Boolean consistent aggregation of attributes that
are logically dependent. The comparison is performed in the case of student applicants
for master programs at the University of Belgrade. We have shown that LA has some
advantages over other presented aggregation methods. The software realization of all
applied aggregation methods is also provided. This paper may be of interest not only for
student ranking, but also for similar problems of ranking people e.g. employees, team
members, etc.
Classification :
47S40
Keywords: Aggregation, Logical aggregation, Interpolative Boolean Algebra, Fuzzy Logic, Ranking Students
Keywords: Aggregation, Logical aggregation, Interpolative Boolean Algebra, Fuzzy Logic, Ranking Students
@article{YJOR_2017_27_4_a5,
author = {Pavle Milo\v{s}evi\'c and Ivan Ne\v{s}i\'c and Ana Poledica and Dragan Radojevi\'c and Bratislav Petrovi\'c},
title = {Logic-Based {Aggregation} {Methods} for {Ranking} {Student} {Applicants}},
journal = {Yugoslav journal of operations research},
pages = {463 },
year = {2017},
volume = {27},
number = {4},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2017_27_4_a5/}
}
TY - JOUR AU - Pavle Milošević AU - Ivan Nešić AU - Ana Poledica AU - Dragan Radojević AU - Bratislav Petrović TI - Logic-Based Aggregation Methods for Ranking Student Applicants JO - Yugoslav journal of operations research PY - 2017 SP - 463 VL - 27 IS - 4 UR - http://geodesic.mathdoc.fr/item/YJOR_2017_27_4_a5/ LA - en ID - YJOR_2017_27_4_a5 ER -
%0 Journal Article %A Pavle Milošević %A Ivan Nešić %A Ana Poledica %A Dragan Radojević %A Bratislav Petrović %T Logic-Based Aggregation Methods for Ranking Student Applicants %J Yugoslav journal of operations research %D 2017 %P 463 %V 27 %N 4 %U http://geodesic.mathdoc.fr/item/YJOR_2017_27_4_a5/ %G en %F YJOR_2017_27_4_a5
Pavle Milošević; Ivan Nešić; Ana Poledica; Dragan Radojević; Bratislav Petrović. Logic-Based Aggregation Methods for Ranking Student Applicants. Yugoslav journal of operations research, Tome 27 (2017) no. 4, p. 463 . http://geodesic.mathdoc.fr/item/YJOR_2017_27_4_a5/