Decision Support System in Selecting Residential Houses using the S.A.W Method. and Fuzzy Logic

Authors

  • Candra Gudiato Institut Shanti Bhuana, Indonesia
  • Christian Cahyaningtyas Institut Shanti Bhuana, Indonesia
  • Noviyanti P. Institut Shanti Bhuana, Indonesia

DOI:

https://doi.org/10.33379/gtech.v8i1.3601

Keywords:

DSS, Residential House, S.A.W., Fuzzy Mamdani

Abstract

The decision to choose a residential house is an important decision that has a long-term impact, so it requires careful and objective consideration. S.A.W. Method (Simple Addictive Weighting) and Fuzzy Mamdani are two methods that can be used to evaluate alternative residential homes based on the weights and values of specified criteria. By combining these two methods, it is hoped that the Decision Support System (DSS) can provide recommendations for the best residential houses according to user preferences. By using the S.A.W method, there are three important factors that need to be considered, namely house price, house location and land area. These three factors are then analyzed again to produce decisions or recommendations regarding the choice of residential house using the Fuzzy Mamdani method. The Fuzzy Mamdani method calculation produces a value of 50 which is tested using the Matlab application showing the same value, namely 50. From these results, it can be concluded that the S.A.W and Fuzzy Logic Mamdani methods are effective and accurate in selecting residential houses.

References

Adianto, T. R., Zainal., A., & Khairina., D. M. (2017). Sistem Pendukung Keputusan Pemilihan Rumah Tinggal Di Perumahan Menggunakan Metode Simple Additive Weighting (Saw) (Studi Kasus : Kota Samarinda). Prosiding Seminar Ilmu Komputer Dan Teknologi Informasi, 2(1), 197–201

Duha, T., & Ruwirohi, J. E. (2021). Sistem Pendukung Keputusan Penerima Bantuan Stimulan Perumahan Swadaya Dengan Metode AHP Dan Topsis. IJCIT (Indonesian Journal on Computer and Information Technology), 6(1), 82–91. https://doi.org/10.31294/ijcit.v6i1.8315

Fitrotunnisa, L. I., & Al amin, I. H. (2021). Implementasi Metode SAW Dan TOPSIS Dalam Pemilihan Rumah Hunian Di Wilayah Semarang Barat. Jurnal Tekno Kompak, 15(2), 50–62. https://doi.org/10.33365/jtk.v15i2.1173

Indra Borman, R., Mayangsari, & Muslihudin, M. (2018). Sistem Pendukung Keputusan Menentukan Lokasi Perumahan Di Pringsewu Selatan Menggunakan Fuzzy Multiple Attribute Decision Making. Jtksi, 01(01), 4–9.

Latifah, S. M., & Diartono, D. A. (2023). Analisis Perbandingan Metode Fuzzy Logic Dan Metode SAW Dalam Pemilihan Keluarga Penerima Bantuan Sosial. Jurnal Informatika: Jurnal Pengembangan IT (JPIT), 8(3), 193–198.

Marpaung, D. A., & Marbun, M. (2021). Sistem Pendukung Keputusan Penentuan Tingkat Kecanduan Masyarakat Terhadap Rokok dengan Metode Fuzzy Mamdani. Jurnal Nasional Komputasi Dan Teknologi Informasi (JNKTI), 4(1), 102–107. https://doi.org/10.32672/jnkti.v4i1.2748

Mira, Lestari, M., Gudiato, C., Prasetyo, S. Y., & Fibriani, C. (2021). Analisis Potensi Daerah Rawan Longsor di Kecamatan Bawen dan Tuntang dengan Metode Simple Additive Weighting (SAW). Journal of Information Technology, 1(2), 17–25. https://doi.org/10.46229/jifotech.v1i2.280

Nugroho, B. I., Gunawan, & Triwinanto, M. A. (2023). Penerapan Fuzzy Mamdani Untuk Sistem Pendukung Keputusan Pemilihan Telepon Seluler. E-Link: Jurnal Teknik Elektro Dan Informatika, 18(2), 67–73. https://doi.org/10.30587/e-link.v18i2.5893

Pradana, R., & Samsudin. (2023). Sistem Rekomendasi Pemilihan Keramik Berbasis Android Menggunakan Metode Fuzzy MCDM dan SAW. Jurnal Riset Sistem Informasi Dan Teknik Informatika (JURASIK), 8(2), 499–511. https://tunasbangsa.ac.id/ejurnal/index.php/jurasik

Riyansuni, I., & Devitra, J. (2020). Analisis Dan Perancangan Sistem Pendukung Keputusan Penerima Bantuan Pangan Non Tunai (BPNT) Dengan Simple Additive Weighting (SAW) Pada Dinas Sosial Kota Jambi. Jurnal Manajemen Sistem Informasi, 5(1), 151–163.

Rizdania. (2021). Sistem Pendukung Keputusan (SPK) Pemilihan Jurusan Perguruan Tinggi Menggunakan Algoritma Fuzzy Mamdani. Jurnal Tecnoscienza, 6(1), 30–42. https://doi.org/10.51158/tecnoscienza.v6i1.529

Saputra, I., Alkadri, S. P. A., & Insani, R. W. S. (2021). Sistem Pendukung Keputusan Pemilihan Penerima Beasiswa Universitas Muhammadiyah Pontianak Menggunakan Metode Fuzzy Mamdani. Digital Intelligent, 2(1), 25–38. https://doi.org/10.29406/diligent.v2i1.2903

Yuliana, D., & Arinal, V. (2022). Klasifikasi Pembelian Produk Tepung Terigu Dalam Sistem Pendukung Keputusan Menggunakan Metode Simple Addtive Weighting (SAW). JISAMAR (Journal of Information System, Applied, Management, Accounting and Research), 6(4), 761–772. https://doi.org/10.52362/jisamar.v6i4.905

Zebua, S., & Simanjorang, R. M. (2021). Sistem Pendukung Keputusan Pemilihan Kain Terbaik Di Toko Crown Textile & Tailor Dengan Metode Simple Additive Weighting (SAW). Jurnal Nasional Komputasi Dan Teknologi Informasi, 4(6), 397–404. https://doi.org/10.32672/jnkti.v4i6.3553

Published

2023-12-25

How to Cite

Decision Support System in Selecting Residential Houses using the S.A.W Method. and Fuzzy Logic. (2023). G-Tech: Jurnal Teknologi Terapan, 8(1), 186-195. https://doi.org/10.33379/gtech.v8i1.3601

Most read articles by the same author(s)