Logic-based aggregation methods for ranking student applicants
Апстракт
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.
Кључне речи:
ranking students / logical aggregation / Interpolative Boolean algebra / fuzzy logic / aggregationИзвор:
Yugoslav Journal of Operations Research, 2017, 27, 4, 463-479Издавач:
- Univerzitet u Beogradu - Fakultet organizacionih nauka, Beograd, i dr.
Институција/група
Fakultet organizacionih naukaTY - JOUR AU - Milošević, Pavle AU - Nešić, Ivan AU - Poledica, Ana AU - Radojević, Dragan AU - Petrović, Bratislav PY - 2017 UR - https://rfos.fon.bg.ac.rs/handle/123456789/1726 AB - 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. PB - Univerzitet u Beogradu - Fakultet organizacionih nauka, Beograd, i dr. T2 - Yugoslav Journal of Operations Research T1 - Logic-based aggregation methods for ranking student applicants EP - 479 IS - 4 SP - 463 VL - 27 DO - 10.2298/YJOR161110007M UR - conv_224 ER -
@article{ author = "Milošević, Pavle and Nešić, Ivan and Poledica, Ana and Radojević, Dragan and Petrović, Bratislav", year = "2017", abstract = "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.", publisher = "Univerzitet u Beogradu - Fakultet organizacionih nauka, Beograd, i dr.", journal = "Yugoslav Journal of Operations Research", title = "Logic-based aggregation methods for ranking student applicants", pages = "479-463", number = "4", volume = "27", doi = "10.2298/YJOR161110007M", url = "conv_224" }
Milošević, P., Nešić, I., Poledica, A., Radojević, D.,& Petrović, B.. (2017). Logic-based aggregation methods for ranking student applicants. in Yugoslav Journal of Operations Research Univerzitet u Beogradu - Fakultet organizacionih nauka, Beograd, i dr.., 27(4), 463-479. https://doi.org/10.2298/YJOR161110007M conv_224
Milošević P, Nešić I, Poledica A, Radojević D, Petrović B. Logic-based aggregation methods for ranking student applicants. in Yugoslav Journal of Operations Research. 2017;27(4):463-479. doi:10.2298/YJOR161110007M conv_224 .
Milošević, Pavle, Nešić, Ivan, Poledica, Ana, Radojević, Dragan, Petrović, Bratislav, "Logic-based aggregation methods for ranking student applicants" in Yugoslav Journal of Operations Research, 27, no. 4 (2017):463-479, https://doi.org/10.2298/YJOR161110007M ., conv_224 .