Fuzzy Multiple Attribute Decision Making and Simple Additive Weighting for Supplier Measurement In Furniture Business
Abstract
This study delves into the complexities of supplier selection in the furniture industry, where Decision Support Systems play a pivotal role in achieving data-driven, sustainable supplier choices. It underscores the Fuzzy Multiple Attribute Decision Making and Simple Additive Weighting approach, particularly emphasizing Price, response time, and delivery fees as critical factors. The overarching objective is to elevate supplier selection in alignment with furniture companies' specific requirements and strategic goals. Additionally, the Supplier Ranking System leverages Fuzzy Multiple Attribute Decision Making and Simple Additive Weighting techniques, ranking the third Supplier as the top Supplier with a high preference score of 0.90 and the fourth Supplier as the lowest-ranked Supplier with a score of 0.50. Notably, User Acceptance Tests affirm the System's outstanding performance and intense user satisfaction.
Downloads
References
J. I. N. H. Y. O. J. Yun, X. Zhao, S. A. Kim, and Y. Sadoi, “Open Innovation Dynamics of Furniture Design and Function: The Difference between IKEA and Nitori,” Sci. Technol. Soc., vol. 27, no. 2, pp. 172–190, 2022, doi: 10.1177/09717218221074906.
M. F. Ahmad, Y. Y. Xian, and N. Rashid, “Critical Success Factors of Total Quality Management Implementation in a Custom-made Furniture Manufacturing Company,” Res. Manag. Technol. Bus., vol. 4, no. 1, pp. 845–857, 2023, doi: https://doi.org/10.30880/rmtb.2023.04.01.058.
D. Celayir, “Target Costing as a Strategic Cost Management Tool and a Survey on Its Implementation in the Turkish Furniture Industry,” J. Bus. Res. - Turk, vol. 12, no. 2, pp. 1308–1321, 2020, doi: 10.20491/isarder.2020.913.
E. Özkan, N. Azizi, and O. Haass, “Leveraging smart contract in project procurement through dlt to gain sustainable competitive advantages,” Sustain., vol. 13, no. 23, p. 13380, 2021, doi: 10.3390/su132313380.
C. Yu, W. Zhao, and M. Li, “An integrated sustainable supplier selection approach using compensatory and non-compensatory decision methods,” Kybernetes, vol. 48, no. 8, pp. 1782–1805, 2019, doi: 10.1108/K-02-2018-0063.
G. Li, G. Kou, Y. Li, and Y. Peng, “A group decision making approach for supplier selection with multi-period fuzzy information and opinion interaction among decision makers,” J. Oper. Res. Soc., vol. 73, no. 4, pp. 855–868, 2022, doi: 10.1080/01605682.2020.1869917.
N. Rijati, D. Purwitasari, S. Sumpeno, and M. H. Purnomo, “A decision making and clustering method integration based on the theory of planned behavior for student entrepreneurial potential mapping in Indonesia,” Int. J. Intell. Eng. Syst., vol. 13, no. 4, pp. 129–144, 2020, doi: 10.22266/IJIES2020.0831.12.
A. Diana and A. Solichin, “Decision Support System with Fuzzy Multi-Attribute Decision Making (FMADM) and Simple Additive Weighting (SAW) in Laptop Vendor Selection,” in 2020 5th International Conference on Informatics and Computing, ICIC 2020, 2020, pp. 1–7. doi: 10.1109/ICIC50835.2020.9288587.
A. R. E. Najaf, A. S. Fitri, S. F. A. Wati, A. Wulansari, D. S. Y. Kartika, and E. M. Safitri, “Implementation of Weighted Product Method as Fuzzy Multi-Criteria Decision Analysis (FMADM) in Vendor Selection,” in Proceeding - IEEE 8th Information Technology International Seminar, ITIS 2022, 2022, pp. 359–362. doi: 10.1109/ITIS57155.2022.10010305.
H. Zhang, G. Wei, and X. Chen, “CPT-MABAC method for spherical fuzzy multiple attribute group decision making and its application to green supplier selection,” J. Intell. Fuzzy Syst., vol. 41, no. 1, pp. 1009–1019, 2021, doi: 10.3233/JIFS-202954.
H. A. Permana and P. Handayani, “Penerapan Metode Simple Additive Weighting ( SAW ) Dalam Pemilihan Kayu OLahan Untuk Pembuatan Fixed Furniture,” J. Inform. dan Teknol. Inf., vol. 2, no. 1, pp. 161–172, 2023, doi: https://doi.org/10.56854/jt.v2i1.146.
T.-L. Chen, C.-C. Chen, Y.-C. Chuang, and J. J. H. Liou, “A hybrid MADM model for product design evaluation and improvement,” Sustainability, vol. 12, no. 17, p. 6743, 2020, doi: https://doi.org/10.3390/su12176743.
L. Wang and J. Ding, “Smart algorithmic solutions for neutrosophic multiple-attribute decision-making and applications to chair furniture comfort design evaluation,” Int. J. Knowledge-based Intell. Eng. Syst., no. Preprint, pp. 1–18, doi: https://doi.org/10.1177/09717218221074906.
Suryasari, J. Wiratama, and R. I. Desanti, “The Development of Web-based Sales Reporting Information Systems using Rapid Application Development Method,” Ultim. Infosys J. Ilmu Sist. Inf., vol. 13, no. 2, pp. 110–116, 2022, doi: https://doi.org/10.31937/si.v13i2.3005.
F. Q. Khan, S. Rasheed, M. Alsheshtawi, T. M. Ahmed, and S. Jan, “A comparative analysis of RAD and agile technique for management of computing graduation projects,” Comput. Mater. Contin, vol. 64, no. 2, pp. 777–796, 2020.
M. R. G. Qowindra and J. Wiratama, “Development of Enterprise Resource Planning (ERP) using the Rapid Application Development (RAD) Method for the Garment Industry in Indonesia,” G-Tech J. Teknol. Terap., vol. 7, no. 2, pp. 504–513, 2023, doi: 10.33379/gtech.v7i2.2296.
P. F. I. Lestari, T. T. Prabowo, and W. M. Utomo, “The Effectiveness of Fuzzy-SAW Method for the Selection of New Student Admissions in Vocational High School,” Lett. Inf. Technol. Educ., vol. 3, no. 1, pp. 18–22, 2020.
A. Setiawan and D. A. Chandra, “Study Program Selection Modeling With Simple Additive Weight (SAW) Method,” Eng. Technol. Int. J., vol. 4, no. 01, pp. 8–15, 2022.
S. Liu, W. Yu, F. T. S. Chan, and B. Niu, “A variable weight‐based hybrid approach for multi‐attribute group decision making under interval‐valued intuitionistic fuzzy sets,” Int. J. Intell. Syst., vol. 36, no. 2, pp. 1015–1052, 2021.
N. A. Azhar, N. A. M. Radzi, and W. S. H. M. Wan Ahmad, “Multi-criteria decision making: a systematic review,” Recent Adv. Electr. Electron. Eng. (Formerly Recent Patents Electr. Electron. Eng., vol. 14, no. 8, pp. 779–801, 2021.
Download PDF: 379 times
Copyright (c) 2023 Journal of Information Systems and Informatics
This work is licensed under a Creative Commons Attribution 4.0 International License.
- I certify that I have read, understand and agreed to the Journal of Information Systems and Informatics (Journal-ISI) submission guidelines, policies and submission declaration. Submission already using the provided template.
- I certify that all authors have approved the publication of this and there is no conflict of interest.
- I confirm that the manuscript is the authors' original work and the manuscript has not received prior publication and is not under consideration for publication elsewhere and has not been previously published.
- I confirm that all authors listed on the title page have contributed significantly to the work, have read the manuscript, attest to the validity and legitimacy of the data and its interpretation, and agree to its submission.
- I confirm that the paper now submitted is not copied or plagiarized version of some other published work.
- I declare that I shall not submit the paper for publication in any other Journal or Magazine till the decision is made by journal editors.
- If the paper is finally accepted by the journal for publication, I confirm that I will either publish the paper immediately or withdraw it according to withdrawal policies
- I Agree that the paper published by this journal, I transfer copyright or assign exclusive rights to the publisher (including commercial rights)