Penerapan Metode Technique for Orders Preference by Similarity to Ideal Solution (TOPSIS) dan Rank Order Centroid (ROC) Dalam Pemberian Beasiswa Kartu Indonesia Pintar (KIP)
DOI:
https://doi.org/10.30865/mib.v5i3.3048Keywords:
TOPSIS, ROC, KIP ScholarshipAbstract
The provision of KIP scholarships, which are aid scholarships given when a person is still in high school/vocational school, or assistance for high school/vocational high school graduates to continue their education. This assistance is given to students who have good academic potential and have economic limitations. When searching for and determining recipients of scholarship assistance for KIP scholarship recipients by implementing a decision support system using the Technique for Orders Preference by Similarity to Ideal Solution (TOPSIS) method approach where the selection criteria have been determined previously, the criteria are given or weighted using the ROC method ( Rank Order Centroid), so that the election data process will get more optimal results using the TOPSIS method, the results obtained are 0.66061 which is the highest value of all alternative data and in this study shows the data is more shaped to the selection of potential alternatives. get a KIP scholarship with a more accurate weight and ranking process.
References
Assrani dkk., “Penentuan Penerima Bantuan Siswa Miskin Menerapkan Metode Multi Objective Optimization on The Basis of Ratio Analysis (MOORA),†JURIKOM (Jurnal Ris. Komputer), vol. 5, no. 2407–389X (Media Cetak), pp. 1–5, 2018.
K. P. dan Kebudayaan, “Program Indonesia Pintar,†2018. .
R. Taufiq and H. P. Sari, “Rancang Bangun Sistem Pendukung Keputusan Penentuan Jenis Beasiswa Menggunakan Knn,†J. Tek. Univ. Muhammadiyah Tangerang, vol. 8, no. 1, pp. 6–10, 2019.
I. Mutmainah and Y. Yunita, “Penerapan Metode Topsis Dalam Pemilihan Jasa Ekspedisi,†J. Sisfokom (Sistem Inf. dan Komputer), vol. 10, no. 1, pp. 86–92, 2021.
Jamila and S. Hartati, “Sistem Pendukung Keputusan Pemilihan Subkontrak Menggunakan Metode Entropy dan TOPSIS,†IJCCS (Indonesian J. Comput. Cybern. Syst., vol. 5, no. 2, pp. 12–19, 2011.
G. Zhang, Z. Wang, and H. Mei, “Sensitivity clustering and ROC curve based alarm threshold optimization,†Process Saf. Environ. Prot., vol. 141, pp. 83–94, 2020.
A. Yunaldi, “Sistem Pendukung Keputusan Seleksi Bantuan Siswa Miskin Menerapkan Kombinasi Metode SAW dan ROC,†J. Media Inform. Budidarma, vol. 3, no. 4, p. 376, 2019.
D. F. de Lima Silva and A. T. de Almeida Filho, “Sorting with TOPSIS through boundary and characteristic profiles,†Comput. Ind. Eng., vol. 141, no. June 2019, p. 106328, 2020.
R. K. Hondro, “MABAC: Pemilihan Penerima Bantuan Rastra Menggunakan Metode MultiAttributive Border Approximation Area Comparison,†J. Mahajana Inf., vol. 3, no. 1, pp. 41–52, 2018.
Albi Anggito and Johan Setiawan, Metodologi Penelitian Kuantitatif. Jawa Barat: CV Jejak, 2018.
H. Hasanah, “TEKNIK-TEKNIK OBSERVASI (Sebuah Alternatif Metode Pengumpulan Data Kualitatif Ilmu-ilmu Sosial),†At-Taqaddum, vol. 8, no. 1, p. 21, 2017.
A. Nursikuwagus and T. Hartono, “Implementasi Algoritma Apriori Untuk Analisis Penjualan Dengan Berbasis Web,†Simetris J. Tek. Mesin, Elektro dan Ilmu Komput., vol. 7, no. 2, p. 701, 2016.
E. Sugiyarti and A. Maseleno, “Sistem Pendukung Keputusan (Dss) Penyeleksian Pemilihan Penerima Beasiswa Sma N 1 Ulubelu Tanggamus Mengunakan Data Mining,†Konf. Mhs. Sist. Inf., vol. 6, no. 1, pp. 62–69, 2018.
A. Sucipto, “Pada Koperasi Simpan Pinjam Dengan Menggunakan,†J. DISPROTEK, vol. 6, no. 1, pp. 75–87, 2015.
M. Mesran, T. M. Diansyah, and F. Fadlina, “Implemententasi Metode Rank Order Centroid (ROC) dan Operational Competitiveness Rating Analysis (OCRA) dalam Penilaian Kinerja Dosen Komputer Menerapkan (Studi Kasus: STMIK Budi Darma),†Pros. Semin. Nas. Ris. Inf. Sci., vol. 1, no. September, p. 822, 2019.
G. S. Mahendra, “Metode Ahp-Topsis Pada Sistem Pendukung Keputusan Penentuan Penempatan Atm,†JST (Jurnal Sains dan Teknol., vol. 9, no. 2, 2020.
A. P. Windarto, “Implementasi Metode Topsis Dan Saw Dalam Memberikan Reward Pelanggan,†Klik - Kumpul. J. Ilmu Komput., vol. 4, no. 1, p. 88, 2017.
T. Limbong et al., Sistem Pendukung Keputusan: Metode & Implementasi. Medan: Yayasan Kita Menulis, 2020.
Mesran, E. P. Sumantri, Supriyanto, S. H. Sahir, and N. K. Daulay, “Implementation of Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) in Recommendations for New Position in Companies,†Int. J. Inf. Syst. Technol., vol. 4, no. 2, pp. 661–669, 2021.
G. Ginting, Fadlina, Mesran, A. P. U. Siahaan, and R. Rahim, “Technical Approach of TOPSIS in Decision Making,†Int. J. Recent Trends Eng. Res., vol. 3, no. 8, pp. 58–64, 2017.
Jasri, D. Siregar, and R. Rahim, “Decision Support System Best Employee Assessments with Technique for Order of Preference by Similarity to Ideal Solution,†Int. J. Recent TRENDS Eng. Res., vol. 3, no. 3, pp. 6–17, 2017.
D. M. Khairina, B. Santoso, and S. Maharani, “Penerapan Metode Technique For Others Preference By Similary To Ideal Solution (TOPSIS) Untuk Rekomendasi Pemilihan TV Layar Datar,†J. Nas. Teknol. dan Sist. Inf., vol. 2, no. 1, pp. 23–34, 2016.
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