Fuzzy Multiple Attribute Decision Making and Simple Additive Weighting for Supplier Measurement In Furniture Business

Authors

  • Rwanda Rwanda Multimedia Nusantara University, Indonesia
  • Raymond Sunardi Oetama Multimedia Nusantara University, Indonesia
Pages Icon

DOI:

https://doi.org/10.51519/journalisi.v5i4.589

Keywords:

Decision Support System, Simple Additive Weighting., furniture business, FMADM

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

Download data is not yet available.

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.

Downloads

Published

2023-12-02

Issue

Vol. 5 No. 4 (2023): Journal of Information Systems and Informatics

Section

Articles

License

Authors Declaration

  1. The Authors certify that they have read, understood, and agreed to the Journal of Information Systems and Informatics (JournalISI) submission guidelines, policies, and submission declaration. The submission has been prepared using the provided template.
  2. The Authors certify that all authors have approved the publication of this manuscript and that there is no conflict of interest.
  3. The Authors confirm that the manuscript is their original work, has not received prior publication, is not under consideration for publication elsewhere, and has not been previously published.
  4. The Authors 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.
  5. The Authors confirm that the manuscript is not copied from or plagiarized from any other published work.
  6. The Authors declare that the manuscript will not be submitted for publication in any other journal or magazine until a decision is made by the journal editors.
  7. If the manuscript is finally accepted for publication, the Authors confirm that they will either proceed with publication immediately or withdraw the manuscript in accordance with the journal’s withdrawal policies.
  8. The Authors agree that, upon publication of the manuscript in this journal, they transfer copyright or assign exclusive rights to the publisher, including commercial rights

How to Cite

[1]
R. Rwanda and R. S. Oetama, “Fuzzy Multiple Attribute Decision Making and Simple Additive Weighting for Supplier Measurement In Furniture Business”, journalisi, vol. 5, no. 4, pp. 1432–1448, Dec. 2023, doi: 10.51519/journalisi.v5i4.589.

Most read articles by the same author(s)