IMPLEMENTATION OF THE FMADM ALGORITHM AND SAW METHOD IN BOARDING HOUSE SEARCH

Sindy Cristine Baun; Hindriyanto Dwi Purnomo

doi:10.52436/1.jutif.2024.5.4.2056

Sindy Cristine Baun Informatics Engineering, Faculty of Information Technology, Universitas Kristen Satya Wacana, Indonesia
Hindriyanto Dwi Purnomo Informatics Engineering, Faculty of Information Technology, Universitas Kristen Satya Wacana, Indonesia

DOI: https://doi.org/10.52436/1.jutif.2024.5.4.2056

Keywords: Alternatives, Criteria, FMADM, SAW, Weights

Abstract

Current developments have made many developments, one of which is boarding houses. There are many immigrants from outside the region who want to study at Nusa Cendana University, Kupang City but have difficulty in finding a boarding house because of many considerations such as what facilities are provided by the boarding house owner. The lack of information on boarding house occupancy makes it difficult for prospective residents who are looking for boarding houses to obtain information about boarding houses with the criteria of each boarding house, to overcome this problem the Fuzzy Multi Attribute Decision Making (FMADM) Algorithm and Simple Additive Weighting (SAW) Method are needed with the aim of making it easier for female students to find boarding houses that suit their wishes and the best around Nusa Cendana University, Kupang, NTT. After analysis, the FMADM algorithm turned out to be able to help determine the weight of the value of each criterion in finding the best boarding house and also the SAW method can be implemented very well so that it can make it easier to add up the weight value of each criterion by doing alternative ranking. The results of the research that have been studied show that using the FMADM algorithm and the SAW method can produce the best alternative as the best solution from other alternatives, with Kost Putri Bilm@t being the best alternative out of 100 other alternatives studied with a ranking value of 4.106667. With the best alternative obtained, it shows that by using the FMADM algorithm and the SAW method, the number of samples used is large, the level of validity also often increases.

Downloads

Download data is not yet available.

References

T. Adriantama, and Y. Brianorman, “Sistem Pendukung Keputusan Dalam Seleksi Tempat Tinggal (Kost) Mahasiswa Dengan Metode Simple Additive Weighting (SAW),” Jurnal Digital Teknologi Informasi, vol. 4, no.1, 2021

Atmawidjaja, Dr H. Solehudin, Entrepreneur Dinamika Sosial Ekonomi Bisnis Kos di Perkotaan, Jakarta:UHAMKA PRESS, 2022.

E. A. Satianto and N. Matondang, "Sistem Informasi Pelayanan Tempat Kos Kampus Sekitar Lingkungan UPN Veteran Jakarta Berbasis Web", Seminar Nasional Mahasiswa Ilmu Komputer dan Aplikasinya (SENAMIKA), 2023.

M. F. Ariwibowo and A. M. Indra, "Pengaruh Product, Price dan Place terhadap Keputusan Konsumen dalam Menggunakan Jasa Ikebana Kost Palembang," Jurnal Ekobistek, vol. 12, no. 1, pp. 480–485, 2023, doi: 10.35134/ekobistek.v12i1.492.

M. Sumarni and S. Wahyuni, “Determinan Keputusan Mahasiswa Ekonomi Syariah Memilih Rumah Kost (Studi Kasus Mahasiswa Prodi Ekonomi Syariah IAIN Langsa),” Jurnal Mahasiswa Akuntansi Samudra (JMAS), vol. 2, no 3, 2021.

M. Reza, L. Ariyani, A. Sarwandianto, and J. Barkah, “Sistem Pendukung Keputusan Pemilihan Rumah Kost menggunakan Metode Simple Additive Weighting (SAW),” Jurnal Teknologi Informasi Dan Komunikasi), vol. 7, no. 4, 2023, doi: 10.35870/jti.

R. N. Sari and R. S. Hayati, “Penerapan Metode Simple Additive Weighting Dalam Pemilihan Rumah Kost,” Cogito Smart Journal, vol. 5, no.2, 2019.

M. F. Abdillah and H. Dafitri, “Sistem Pendukung Keputusan Pemilihan Indekos Terbaik DiSekitar Universitas Harapan Medan Menggunakan Metode TOPSIS,” In Journal of Computer Science and Information Technology E-ISSN, vol. 3, no. 1, 2023.

R. Wijaya, “Sistem Pendukung Keputusan Pemilihan Indekos Terbaik Bagi Mahasiswa Menggunakan Metode Topsis,” Jurnal Ilmiah Core IT, vol. 10, no. 4, 2022.

T. E. Dhiki, M. A. Londa, and M. Radja, “Sistem Pendukung Keputusan Pemilihan Kost Di Sekitaran Kampus Universitas Flores Menggunakan Metode Simple Additive Weighting (SAW),” Jurnal JUPITER, vol.14, no. 2, pp. 413-422, 2022.

M. R. Ramadhan and M. Khairul, “Penerapan Metode SAW (Simple Additive Weighting) Dalam Pemilihan Siswa-Siswi Berprestasi Pada Sekolah SMK Swasta Mustafa”. Terapan Informatika Nusantara, vol. 1, no. 9, pp. 459–471, 2021.

S. Yunita, “KLIK: Kajian Ilmiah Informatika dan Komputer Sistem Pendukung Keputusan Pemilihan Tempat Kost Menggunakan Metode Simple Addtive Weighting (SAW) Kotawaringin Timur,” Media Online, vol. 2, no. 2, pp. 84–87, 2021.

R. Tarigan, N. Daniyati, and A. Usri, “Sistem Informasi Pencarian dan Pemesanan Kost dengan Metode Simple Additive Weighting (SAW),” CSRID Journal, vol. 14, no. 1, pp. 39-54, 2022.

A. Kadim, “Sistem Pendukung Keputusan Pemilihan Laptop Menggunakan Model FMADM (Fuzzy Multiple Attribute Decision Making) dengan Metode Weighted Product (WP),” Jurnal Multimedia Dan Teknologi Informasi (Jatilima), vol. 4, no. 2, pp 83–91, 2022, doi: 10.54209/jatilima.v4i02.331.

G. S. Adidarmawan, M. T. Furqon, and C. Dewi, “Sistem Pendukung Keputusan Perbaikan Jalan menggunakan Metode Fuzzy Multi Attribute Decision Making (FMADM) dan Simple Additive Weighting (SAW) (Studi Kasus: Dinas Pekerjaan Umum Bina Marga dan Sumber Daya Air Kabupaten Jember),” Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 6, no. 5, pp 2488-2494, 2022.

V. A. Permadi, R. P. Agusdin, S. P. Tahalea, and W. Kaswidjanti, “Identification of Student Area of Interest using Fuzzy Multi-Attribute Decision Making (FMADM) and Simple Additive Weighting (SAW) Methods (Case Study: Information System Major, Universitas Pembangunan Nasional “Veteran” Yogyakarta),” Yogyakarta Conference Series Proceeding on Engineering and Science Series (ESS), vol. 1, no. 1, pp. 420–428, 2020, doi: 10.31098/ess.v1i1.135.

V. Melinda and M. Zainil, “Penerapan Model Project Based Learning untuk Meningkatkan Kemampuan Komunikasi Matematis Siswa Sekolah Dasar (Studi Literatur),” Jurnal Pendidikan Tambusai, vol. 4, no. 2, pp. 1526-1539, 2020.

N. Pamungkas, B. V. Indriyono, W. Mamud, M. U. Adhim, S. P. Yuanita, and D. R. Adji, “Kombinasi Metode Fuzzy Multiple Attribute dan Simple Additive Weighting untuk Keputusan Pembelian Mobil Bekas,” Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi), vol. 7, 2023.

Kusumadewi, Sri, S. Hartati, A. Harjoko, dkk. Fuzzy Multi- Attribute Decision Making (FUZZY MADM). Yogyakarta: Graha Ilmu, 2006.

F. Haswan and H. Nopriandi, “Kombinasi Metode Fuzzy Multiple Attribute Decision Making (FMADM) dan Simple Additive Weighting (SAW) Untuk Menentukan Calon Reviewer Internal Universitas Islam Kuantan Singingi,” Building of Informatics, Technology and Science (BITS), vol. 3, no. 3, pp. 432–440, 2021, doi:10.47065/bits.v3i3.1136.

S. S. Priyono, W. Wahyu, “Sistem Informasi untuk Menentukan Potensi Mahasiswa Menggunakan Metode Fuzzy Multiple Attribute Decision Making dengan Simple Additive Weighting Studi Kasus: STIKES DUTA GAMA KLATEN,” Jurnal Teknologi Informasi, vol. 15, no.1, 2020.

A. Ramdhani, S. R. Kesuma, T. Haryanti, and L. Kurniawati, “Penerapan Metode Multiple Attribute dan Simple Additive Weighting untuk Penentuan Siswa Terbaik,” Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD, vol. 6, no. 1, pp. 146-156, 2023.