Penerapan Metode Fuzzy Weighted Product dalam Pengambilan Keputusan Penerima Kartu Jakarta Pintar SDN Lubang Buaya 11 Pagi Jakarta Timur

faris majdie shidieq, Turmudi Turmudi, Juhari Juhari

Abstract


Fuzzy Multi-Attribute Decision Making (FMADM) is a helpful method in decision support systems, as it is used to identify the best options among several options that meet the selected requirements. Fuzzy Weighted Product (FWP) is a method found in the FMADM method. The FWP method uses the concept of sorting by multiplying  the criterion rating, whose weight is the power of each of the criterion values. The purpose of this study is to apply the FWP method in determining KJP recipients. The stages in the FWP method started from the decision-making criteria of 191 students which included a lot of parental income, parental employment, vehicle ownership, and many dependents. Furthermore, the data is processed using the fuzzy system  and after that the application of the FWP method to perform further calculations. The stages are determining the weight and match rating, transforming the data, calculating the value of alternative preference (S), and the relative value of alternative (V). The best results are determined by the highest relative preference value. The results can be used for decision-making for KJP recipients at SDN Lubang Buaya 11 Pagi East Jakarta and help overcome underprivileged students in school fees.


Keywords


Fuzzy Weighted Product; Smart Jakarta Card

Full Text:

PDF

References


A. Saelan, “Logika fuzzy,” Struktur Diskrit, vol. 1, no. 13508029, hlm. 1–5, 2009. [2] I. Wahyuni, “Logika Fuzzy Tahani,” 2021. [3] I. Gede Iwan Sudipa dkk., Sistem Pendukung Keputusan PT. Mifandi Mandiri Digital. [4] N. Rasjid, S. Cokrowibowo, dan D. M. Sari, “Sistem Pendukung Keputusan Pemberian Beasiswa menggunakan Metode FMADM dan WP,” Journal of Computer and Information System (J-CIS), vol. 3, no. 1, hlm. 45–51, 2020. [5] N. Rasjid, S. Cokrowibowo, dan D. M. Sari, “Sistem Pendukung Keputusan Pemberian Beasiswa menggunakan Metode FMADM dan WP,” Journal of Computer and Information System (J-CIS), vol. 3, no. 1, hlm. 45–51, 2020. [6] D. Demi, E. Ernawati, dan D. Andreswari, “Penentuan Lokasi Halte Bus Sekolah di Kota Bengkulu Menggunakan Metode Fuzzy Multy Criteria Decission Making (FMCDM),” Rekursif: Jurnal Informatika, vol. 1, no. 3, 2013. [7] H. L. Sari, T. U. Kalsum, dan D. Mahdalena, “The Implementation of Fuzzy Multiple Attribute Decision Making by Using Weighted Product Algorithm in Evaluating Employees’ Performance,” dalam Journal of Physics: Conference Series, IOP Publishing, 2019, hlm. 012093. [8] N. Ramandani, A. Aditya, dan F. E. Purwiantono, “Development of Decision Support Applications for Granting Mortgages using the Fuzzy-Weighted Product method,” Journal of Informatics and Telecommunication Engineering (JITE), vol. 6, no. 2, hlm. 526–537, 2023. [9] J. Penerapan Kecerdasan Buatan dkk., “Implementasi Algoritma Weighted Product (WP) Dengan Model Fuzzy Multi Attribute Decission Making (FMADM) Dalam Penilaian Kinerja Karyawan,” Brahmana: Jurnal Penerapan Kecerdasan Buatan, vol. 2, no. 1, hlm. 57–65. [10] A. Shunhaji, A. Z. Sarnoto, dan I. Taufikurrahman, “Implementasi Kebijakan Kartu Jakarta Pintar (KJP) dan Bantuan Operasional Sekolah (BOS) di MI Tarbiyatul Islamiyah Jakarta Selatan,” Alim, vol. 1, no. 2, hlm. 251–276, 2019. [11] R. S. Hidayatullah, “Sistem Pendukung Keputusan Penerimaan Dana KJP Sekolah XYZ Menggunakan Metode Fuzzy Multi Criteria Decision Making,” Jurnal Maklumatika, hlm. 103–110, 2017. [12] M. S. Muttaqin, “Implementasi Logika Fuzzy Untuk Sistem Pendukung Keputusan Calon Penerima Beasiswa Kartu Jakarta Pintar (Studi kasus: SMAN 76 Jakarta),” dalam Prosiding Seminar Nasional Mahasiswa Bidang Ilmu Komputer dan Aplikasinya, 2020, hlm. 455–465. [13] A. T. Panudju, “Metodologi Penelitian,” 2024. [Daring]. Tersedia pada: https://www.researchgate.net/publication/377847335 [14] “Studi Kasus (John W. Creswell) oleh Yani Kusmarni.” [15] K. Yasdomi, U. Utami, U. Pasir Pengaraian Jln Tuanku Tambusai, dan P. Pengaraian Kabupaten Rokan Hulu, “Sistem Pendukung Keputusan Karyawan Terbaik Menggunakan Metode Weight Product (WP) (Studi Kasus : Universitas Pasir Pengaraian),” 2018.




DOI: https://doi.org/10.18860/jrmm.v4i2.30254

Refbacks

  • There are currently no refbacks.