Comparison of Criteria Weight Determination Using MEREC and CRITIC Methods in Choosing The Best Student Accommodation with the MOORA Method Case Study: Coventry University
Abstract
One of the challenges faced by IISMA Awardees and students in general in Coventry University is choosing a comfortable place to live. Although various student accommodations are provided, differences in facilities and considerations from other parties such as parents and friends make the selection process complicated. This study develops a decision support system to help students choose student accommodation objectively without any intervention from others and provides a comparison of the use of different combinations of methods as additional guidance in the decision-making process. Two methods, Method Based on the Removal Effects of Criteria (MEREC) and Criteria Importance Through Intercriteria Correlation (CRITIC), are used to weight the criteria. The Multi-Objective Optimization (MOORA) method is used to determine the best alternative after the weight calculation is known. The results using a combination of the MEREC-MOORA method and a combination of the CRITIC-MOORA method place Alternative 5 (A5) in first place, while the remaining alternatives show a similar ranking order. In this study, scenario testing was also carried out by deleting and adding criteria and alternatives which then provided ranking results with a positive correlation even though different combinations of methods were used in determining the ranking.
Keywords
Full Text:
PDFReferences
A. R. Mishra, A. Saha, P. Rani, I. M. Hezam, R. Shrivastava dan F. Smarandache, “An Integrated Decision Support Framework Using Single-Valued-MEREC-MULTIMOORA for Low Carbon Tourism Strategy Assessment,” IEEE Access, p. 24411, 2022.
G. Shanmugasundar, G. Sapkota, R. Čep dan K. Kalita, “Application of MEREC in Multi-Criteria Selection of Optimal Spray-Painting Robot,” processes, vol. 10, no. 6, pp. 1-16, 2022.
A. Ulutaş, D. Stanujkic, D. Karabasevic, G. Popovic dan S. Novaković, “Pallet Truck Selection with MEREC and WISP-S methods,” International Journal of Strategic Management and Decision Support Systems in Strategic Management, vol. 27, no. 4, pp. 23-29, 2022.
A. Dhara, G. Kaur, P. M. Kishan, A. Majumder dan R. Yadav, “An Efficient Decision Support System for Selecting Very Light Business Jet Using CRITIC-TOPSIS Method,” Aircraft Engineering and Aerospace Technology, p. 458, 2021.
N. F. Silva, M. d. Santos, C. F. S. Gomes dan L. P. d. Andrade, “ AnintegratedCRITICandGreyRelationalAnalysisapproachforinvestment portfolio selection,” Decision Analytics Journal, vol. 8, pp. 1-8, 2023.
T. V. Dua, D. V. Duc, N. C. Bao dan D. D. Trung, “Integration of objective weighting methods for criteria and MCDM methods: application in material selection,” EUREKA: Physics and Engineering, no. 2, pp. 131-148, 2024.
L. Nababan , J. D. Sinurat , L. Sinambela, J. Elnovreny, F. Tambunan dan E. Ginting, “Evaluation of Lecturer Performance during on Covid-19 in Improving of Learning Quality trough MOORA Method at UPH Medan,” dalam The 9th International Conference on Cyber and IT Service Management (CITSM 2021), Bengkulu, 2021.
V. M. M. Siregar, M. R. Tampubolon, E. P. S. Parapat, E. I. Malau dan D. S. Hutagalung, “Decision support system for selection technique using MOORA method,” dalam Annual Conference on Computer Science and Engineering Technology (AC2SET) 23rd September 2020, Medan, 2020.
S. Arslankaya dan M. T. Çelik, “Green supplier selection in steel door industry using fuzzy AHP and fuzzy Moora methods,” Emerging Materials Research, vol. 10, no. 4, pp. 357-369, 2021.
M. Keshavarz-Ghorabaee, M. Amiri, E. K. Zavadskas, Z. Turskis dan J. Antucheviciene, “Determination of Objective Weights Using a New Method Based on the Removal Effects of Criteria (MEREC),” Symmetry, pp. 1-20, 2021.
B. Ayan, S. Abacıoglu dan M. P. Basilio, “A Comprehensive Review of the Novel Weighting Methods for Multi-Criteria Decision-Making,” Information, pp. 1-28, 2023.
D. Diakoulaki, G. Mavrotas dan L. Papayannakis, “Determining Objective Weights in Multiple Criteria Problems: The Critic Method,” Computers & Operations Research, pp. 763-770, 1995.
A. V. Ertemel, A. Menekse dan H. C. Akdag, “Smartphone Addiction Assessment Using Pythagorean Fuzzy CRITIC-TOPSIS,” sustainability, pp. 1-19, 2023.
S. K. Kaya, E. Ayçin dan D. Pamucar, “Evaluation of Social Factors Within the Circular Economy Concept for European Countries,” Central European Journal of Operations Research , pp. 73-108, 2023.
M. G. Naik, R. Kishore dan S. A. M. Dehmourdi, “Modeling a Multi-Criteria Decision Support System for Prequalification Assessment of Construction Contractors Using CRITIC and EDAS Models,” Operational Research in Engineering Sciences: Theory and Applications, pp. 79-101, 2021.
M. Akram, S. Zahid dan M. Deveci, “Enhanced CRITIC-REGIME Method for Decision Making Based on Pythagorean Fuzzy Rough Number,” Expert Systems With Applications, pp. 1-20, 2023.
H. H. Basaran dan I. Tarhan, “Investigation of offshore wind characteristics for the northwest of Türkiye region by using multi-criteria decision-making method (MOORA),” Results in Engineering , pp. 1-16, 2022.
S. Riahi, A. Bahroudi, M. Abedi, D. R. Lentz dan S. Aslani, “Application of data-driven multi-index overlay and BWM-MOORA MCDM methods in mineral prospectivity mapping of porphyry Cu mineralization,” Journal of Applied Geophysics, pp. 1-13, 2023.
A. Mitra, “Application of multi-objective optimization on the basis of ratio analysis (MOORA) for selection of cotton fabrics for optimal thermal comfort,” Research Journal of Textile and Apparel, pp. 187-203, 2021.
S. Sreedevi, “STUDY OF TEST FOR SIGNIFICANCE OF PEARSON'S CORRELATION COEFFICIENT,” International Journal of Multidiciplinary Educational Research, pp. 86-89, 2022.
B. Ratner, “The correlation coefficient Its values range between +1/−1, or do they?,” Journal of Targeting, Measurement and Analysis for Marketing, pp. 139-142, 2009.
P. Schober, E. J. Masha dan T. R. Vetter, “Statistics From A (Agreement) to Z (z Score): A Guide to Interpreting Common Measures of Association, Agreement, Diagnostic Accuracy, Effect Size, Heterogeneity, and Reliability in Medical Research,” Anesthesia & Analgesia, pp. 1633-1641, 2021.
K. Wada, “Outliers in ofcial statistics,” Japanese Journal of Statistics and Data Science, pp. 669-691, 2020.
V. Loia, F. Orciuoli dan A. Gaeta, “Decision Making Through What-If Analysis,” Computational Techniques for Intelligence Analysis, pp. 81-96, 2023.
DOI: https://doi.org/10.15408/jti.v17i2.41097 Abstract - 0 PDF - 0
Refbacks
- There are currently no refbacks.
Copyright (c) 2024 M. Thosin Yuhaililul Hilmi,Ulla Delfana Rosiani, Ely Setyo Astuti
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
3rd Floor, Dept. of Informatics, Faculty of Science and Technology, UIN Syarif Hidayatullah Jakarta
Jl. Ir. H. Juanda No.95, Cempaka Putih, Ciputat Timur.
Kota Tangerang Selatan, Banten 15412
Tlp/Fax: +62 21 74019 25/ +62 749 3315
Handphone: +62 8128947537
E-mail: jurnal-ti@apps.uinjkt.ac.id
Jurnal Teknik Informatika by Prodi Teknik Informatika Universitas Islam Negeri Syarif Hidayatullah Jakarta is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Based on a work at http://journal.uinjkt.ac.id/index.php/ti.
JTI Visitor Counter: View JTI Stats