View source for Issue:InterCriteria Analysis as a tool for analyzing Big Data datasets: Case study of 2021 national statistics of Bulgarian system of higher education

[[Category:Publications on intuitionistic fuzzy sets|{{PAGENAME}}]]
[[Category:Publications in Notes on IFS|{{PAGENAME}}]]
[[Category:Publications in 2022 year|{{PAGENAME}}]]
{{issue/title
 | title           = InterCriteria Analysis as a tool for analyzing Big Data datasets: Case study of 2021 national statistics of Bulgarian system of higher education
 | shortcut        = nifs/28/4/464-474
}}
{{issue/author
 | author          = Veselina Bureva
 | institution     = “Prof. Asen Zlatarov” University
 | address         = 1 “Prof. Yakimov” Blvd., Burgas – 8010, Bulgaria 
 | email-before-at = vbureva
 | email-after-at  = btu.bg
}}
{{issue/author
 | author          = Petar Petrov
 | institution     = “Prof. Asen Zlatarov” University
 | address         = 1 “Prof. Yakimov” Blvd., Burgas – 8010, Bulgaria 
 | email-before-at = peshopbs2
 | email-after-at  =  gmail.com 
}}
{{issue/author
 | author          = Vassia Atanassova
 | institution     = Dept. of Bioinformatics and Mathematical Modelling, Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences 
 | address         = Acad. G. Bonchev Str., Block 105, 1113 Sofia, Bulgaria
 | email-before-at = vassia.atanassova
 | email-after-at  = biomed.bas.bg
}}
{{issue/author
 | author          = Ivo Umlenski
 | institution     = Dept. of Bioinformatics and Mathematical Modelling, Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences 
 | address         = Acad. G. Bonchev Str., Block 105, 1113 Sofia, Bulgaria
 | email-before-at = ivo
 | email-after-at  = biomed.bas.bg
}}
{{issue/data
 | conference      = [[IWIFS|International Workshop on Intuitionistic Fuzzy Sets]], founded by Prof. [[Beloslav Riečan]], 2 December 2022, Banská Bystrica, Slovakia
 | issue           = [[Notes on Intuitionistic Fuzzy Sets/28/4|Notes on Intuitionistic Fuzzy Sets, Volume 28 (2022), Number 4]], pages 464–474
 | doi             = https://doi.org/10.7546/nifs.2022.28.4.464-474
 | file            = NIFS-28-4-464-474.pdf
 | format          = PDF
 | size            = 1356
 | abstract        = In the paper, the intuitionistic fuzzy sets based InterCriteria Analysis (ICA) and big data systems are applied to the 2021 dataset of the National Statistical Institute with respect to the Bulgarian system of higher education. The results are produced using the Big Data platform ''Hortonworks'' and the ICA software ''ICrAData''. Discussion is presented on the discovered relationships regarding tendencies between enrolled and graduated students, and teaching staff.
 | keywords        = InterCriteria Analysis, Big Data, Students, Education.
 | ams             = 03E72.
 | references      = 
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# Atanassov, K., & Bureva, V. (2022). Two new operations over extended index matrices and their applications in Big Data. Proceedings of 17th Conference on Computer Science and Intelligence Systems (FedCSIS), 2022, 1–6.
# Atanassov, K., Mavrov, D., & Atanassova, V. (2014). Intercriteria Decision Making: A New Approach for Multicriteria Decision Making, Based on Index Matrices and Intuitionistic Fuzzy Sets. Issues in Intuitionistic Fuzzy Sets and Generalized Nets, 11, 1–8.
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files/files/data/timeseries/Edu_3.8_en.xls

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