Recommendation System For Selecting Residential Complexes Using The SAW Method In Decision Support
DOI:
https://doi.org/10.61306/ijecom.v2i2.33Keywords:
Decision Support System, Housing, Residence, Recomendation, SAWAbstract
Housing is one of the main needs of society. Homes are selected based on the buyer's constraints, needs, and desires. The characteristics of housing for each family's needs and desires are different, so a selection process must be carried out. Constraints in collecting information and data for each house complex manually result in the process being less effective and efficient because it takes time and money. Several factors influence the choice of housing, namely the price of the residential unit, the area of the residence, the legality of the residence, the residential rooms, and the need for a clean water source. The SAW method is a data management method that can help buyers make decisions in choosing housing that suits their needs and desires. The SAW method will calculate the final preference value for each alternative house complex based on 20 alternative data samples for house complexes and 5 attributes. Recommendations for choosing a home complex are several options that can be adjusted or eliminated according to the buyer's constraints, needs, and desires. The results of the SAW method calculations can help and make it easier for buyers to make decisions in choosing housing from several recommended housing complexes. The SAW method can be applied in the housing selection process based on the buyer's constraints, needs, and desires. Using a decision support system can save time and minimize errors.
References
A. Wahyu Aranski and A. Yunaldi, “Sistem Pengambilan Keputusan Kelayakan Pemberian Bantuan Rumah Layak Huni dengan Metode SAW,” Jurnal Riset Sistem Informasi Dan Teknik Informatika (JURASIK), vol. 8, no. 2, pp. 677–687, 2023, [Online]. Available: https://tunasbangsa.ac.id/ejurnal/index.php/jurasik
S. Setiawansyah and V. H. Saputra, “Kombinasi Pembobotan PIPRECIA-S dan Metode SAW dalam Pemilihan Ketua Organisasi Sekolah,” Jurnal Ilmiah Informatika dan Ilmu Komputer (JIMA-ILKOM), vol. 2, no. 1, pp. 32–40, Mar. 2023, doi: 10.58602/jima-ilkom.v2i1.16.
S. Alam, B. E. W. Asrul, P. Wahyuningsih, M. Akbar, and M. Sawawi, “Sistem Pendukung Keputusan Pencarian Lokasi Tempat Tinggal Menggunakan Metode Simple Additive Weighting,” Jurnal IT: Media Informasi STMIK Handayani Makassar, vol. 14, no. 1, pp. 1–7, 2023.
F. Shely Amalia, “Application of SAW Method in Decision Support System for Determination of Exemplary Students,” Journal of Information Technology, Software Engineering, and Computer Science (ITSECS), vol. 1, no. 1, 2023.
D. Kurniawati, F. N. Lenti, and R. W. Nugroho, “Implementation of AHP and SAW Methods for Optimization of Decision Recommendations,” Journal of International Conference Proceedings, vol. 4, no. 1, pp. 254–265, Jul. 2021, doi: 10.32535/jicp.v4i1.1152.
M. I. Mgunda, “The Impacts Information Technology On Business,” in Journal of International Conference Proceedings (JICP), 2019, pp. 149–156.
S. Supiyandi, E. Hariyanto, C. Rizal, M. Zen, and S. H. R. Pasaribu, “Sistem Pendukung Keputusan Menentukan Kualitas Ayam Petelur Menggunakan Metode Simple Additive Weighting,” Building of Informatics, Technology and Science (BITS), vol. 4, no. 1, pp. 256–262, 2022, doi: 10.47065/bits.v4i1.1627.
A. Rizka, S. Efendi, and P. Sirait, “Gain ratio in weighting attributes on simple additive weighting,” in 2nd Nommensen International Conference on Technology and Engineering, 2018, pp. 1–7. doi: 10.1088/1757-899X/420/1/012099.
I. Afifah, I. Zulkarnain, A. Ulan Bani, and Fauziyah, “Sistem Pendukung Keputusan Penentuan Siswa Berprestasi Pada SD Muhammadiyah 3 Depok Dengan Metode SAW,” Jurnal Informatika dan Teknologi Informasi, vol. 1, no. 1, pp. 52–69, 2022, doi: 10.56854/jt.v1i1.19.
A. Rizka, “IDENTIFICATION OF MORTGAGE HOUSE CHOICE USING THE WEIGHTED PRODUCT METHOD AS A DECISION SUPPORT SYSTEM,” in Proceedings The 1st Annual Dharmawangsa International Conference, 2023, pp. 326–334.
D. Sri and H. Tamando Sihotang, “Decision Support Systems Assessment of the best village in Perbaungan sub-district with the Simple Additive Weighting (SAW) Method,” Jurnal Mantik, vol. 3, no. January, pp. 31–38, 2019.
A. Wanto et al., Sistem Pendukung Keputusan: Metode & Implementasi, 1st ed. Yayasan Kita Menulis, 2020. Accessed: Sep. 04, 2022. [Online]. Available: https://books.google.co.id/books?id=t5PYDwAAQBAJ&pg=PA18&hl=id&source=gbs_toc_r&cad=3#v=onepage&q&f=false
W. Hadikurniawati, E. Winarno, T. D. Cahyono, and D. Abdullah, “Retracted: Comparison of AHP-TOPSIS Hybrid Methods, WP and SAW for Multi-Attribute Decision-Making to Select the Best Electrical Expert,” Journal of Physics: Conference Series, vol. 1114, no. 1. Institute of Physics Publishing, Dec. 07, 2018. doi: 10.1088/1742-6596/1114/1/012100.
B. S. Br Sembiring, M. Zarlis, Sawaluddin, A. Agusnady, and T. Qowidho, “Comparison of SMART and SAW Methods in Decision Making,” in Journal of Physics: Conference Series, Institute of Physics Publishing, Sep. 2019. doi: 10.1088/1742-6596/1255/1/012095.
H. L. H. S. Warnars, A. Fahrudin, and W. H. Utomo, “Student performance Prediction Using Simple Additive Weighting Method,” IAES International Journal of Artificial Intelligence, vol. 9, no. 4, pp. 630–637, 2020, doi: 10.11591/ijai.v9.i4.pp630-637.
A. Rizka, R. M. Sari, L. Ulandari, and D. Pratiwi, “IDENTIFICATION OF STUDENT GRADES USING THE SAW METHOD IN A DECISION SUPPORT SYSTEM,” in Proceeding International Conference of Science Technology and Social Humanities ICESSHI 2022, 2022, pp. 17–22.
P. Nguyen, J. Tsai, V. A. K. G, and Y. Hu, “Stock Investment of Agriculture Companies in the Vietnam Stock Exchange Market : An AHP Integrated with GRA-TOPSIS-MOORA Approaches *,” Journal of Asian Finance, Economics and Business, vol. 7, no. 7, pp. 113–121, 2020, doi: 10.13106/jafeb.2020.vol7.no7.113.
I. A. Setyani and Y. R. Sipayung, “Sistem Pendukung Keputusan Menentukan Siswa Berprestasi dengan Metode SAW (Simple Addtive Weighting),” Jurnal Sistem Komputer dan Informatika (JSON), vol. 4, no. 4, p. 632, Jun. 2023, doi: 10.30865/json.v4i4.6179.
R. H. Septy and M. Devega, “SISTEM PENDUKUNG KEPUTUSAN PENERIMA BANTUAN LANGSUNG TUNAI (BLT) MENGGUNAKAN METODE TOPSIS DAN SAW (STUDI KASUS DI KANTOR LURAH LIMBUNGAN),” Jurnal Sistem Informasi ZONasi, vol. 4, no. 1, p. 77, 2022.
Ž. Stević, E. Durmić, M. Gajić, D. Pamučar, and A. Puška, “A novel multi-criteria decision-making model: Interval Rough SAW method for sustainable supplier selection,” Information (Switzerland), vol. 10, no. 10, Oct. 2019, doi: 10.3390/info10100292.
E. Y. Anggraeni et al., “Poverty Level Grouping Using SAW Method,” International Journal of Engineering & Technology, vol. 7, no. 2, pp. 218–224, 2018, [Online]. Available: www.sciencepubco.com/index.php/IJET
F. S. Amalia and D. Alita, “Application of SAW Method in Decision Support System for Determination of Exemplary Students,” Journal of Information Technology, Software Engineering and Computer Science (ITSECS), vol. 1, no. 1, pp. 14–21, 2023, doi: 10.58602/itsecs.v1i1.9.
Y. U. Chandra, S. Karya, and M. Hendrawaty, “Decision support systems for customer to buy products with an integration of reviews and comments from marketplace e-commerce sites in Indonesia: A proposed model,” Int J Adv Sci Eng Inf Technol, vol. 9, no. 4, pp. 1171–1176, 2019, doi: 10.18517/ijaseit.9.4.6505.
A. Ibrahim and R. A. Surya, “The Implementation of Simple Additive Weighting ( SAW ) Method in Decision Support System for the Best School Selection in Jambi,” in The International Conference on Applied Sciences Mathematics and Informatics (ICASHMI) 2018, Bandar Lampung, 2018. doi: 10.1088/1742-6596/1338/1/012054.
R. Ramadiani, A. R. Rahmana, I. Islamiyah, M. D. Balfas, T. Rahman, and A. Yunianta, “Decision Support System of Direct Cash-Village Fund Recipients Using Multi Attribute Utility Theory,” 2021 5th International Conference on Informatics and Computational Sciences (ICICoS), pp. 232–237, Dec. 2021, doi: 10.1109/ICICOS53627.2021.9651907.
M. I. Panjaitan, “Simple Additive Weighting ( SAW ) method in Determining Beneficiaries of Foundation Benefits,” Jurnal Teknologi Komputer, vol. 13, no. 1, pp. 19–25, 2019.
A. S. Awaluddin and A. Simangunsong, “Decision Supporting The Best Student with the Implementation of the SAW Method System in SMK Muhammadyah 8 Medan,” Login: Jurnal Teknologi Komputer, vol. 14, no. 2, pp. 266–272, 2020, [Online]. Available: http://login.seaninstitute.org/index.php/Login/article/view/57%0Ahttp://login.seaninstitute.org/index.php/Login/article/download/57/76
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 International Journal Of Computer Sciences and Mathematics Engineering
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
COPYRIGHT
Copyright of any article in the International Journal of Computer Sciences and Mathematics Engineering is held by the author under a Creative Commons Attribution-ShareAlike 4.0 International License.
- The author acknowledges that the International Journal Of Computer Sciences and Mathematics Engineering has the right to be the first to publish under a Creative Commons Attribution-ShareAlike 4.0 International License – CC BY-SA.
- Authors can submit articles separately, arrange for non-exclusive distribution of manuscripts that have been published in this journal into other versions (eg sent to the author's institutional respository, publication into books, etc.), by acknowledging that the manuscript has been published for the first time in the International Journal of Computer Sciences and Mathematics Engineering.
LICENCE
The International Journal Of Computer Sciences and Mathematics Engineering is published under the terms of the Creative Commons Attribution-ShareAlike 4.0 International License. This license permits anyone to copy and redistribute this material in any form or format, compose, modify, and make derivatives of this material for any purpose, including commercial purposes, as long as they give credit to the Author for the original work.