Risk Factor Analysis of Dengue Fever in Makassar City using the Simple Additive Weighting Method

Fatricius Paseleng, Yeremia Alfa Susetyo

Abstract


Dengue Fever is caused by the Flavivirus, which is transmitted through the bites of Aedes aegypti mosquitoes and several other Aedes species. Dengue Fever has a significant impact on public health, especially in large cities like Makassar. This study employs the Simple Additive Weighting (SAW) method to evaluate the main risk factors for dengue fever in Makassar City. The research will be conducted through several stages, including literature review, data collection, determining criteria and their weights, normalizing the decision matrix, calculating final scores, and making decisions. The results indicate that the Totaka sub-district has the highest dengue risk with a score of (0.395307), followed by Gusung (0.329353), while Barang Caddi has the lowest dengue risk (0.000618). This study aims to provide a ranking of dengue risks that can assist decision-makers in formulating prevention and control strategies for dengue fever in Makassar City.

Keywords


DBD, risk, SAW, python, makassar city

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References


I. Bukori, P. Pujiono, and S. Suharnawi, “Metode Simple Additive Weighting (SAW) Untuk Penentuan Peringkat dalam Pembuatan Peta Tematik Daerah Rawan Demam Berdarah Dengue (Studi Kasus Kabupaten Pati).,” Techno. Com, vol. 14, no. 4, pp. 272–280, 2015.

M. Sijabat, A. M. H. Pardede, and I. G. Prahmana, “Sistem Pendukung Keputusan Penanganan Penyakit Dengue Hemorrhagic Fever (DBD) dengan Metode SAW,” J. Math. Technol., vol. 2, no. 2, pp. 101–111, 2023.

H. Maradona, M. Rifqi, K. Yasdomi, and V. Desiyanti, “Sistem Pakar Diagnosa Penyakit Demam Berdarah dengan Metode Naive Bayes Classifier,” RJOCS (Riau J. Comput. SCI., vol. 8, no. 2, pp. 109–115, 2022, doi: 10.30606/rjocs.v8i2.1439.

J. A. J. Lumban Batu and C. Fibriani, “Analisis Penentuan Lokasi Evakuasi Bencana Banjir dengan Pemanfaatan Sistem Informasi Geografis dan Metode Simple Additive Weighting,” J. Teknol. Inf. dan Ilmu Komput., vol. 4, no. 2, p. 127, 2017, doi: 10.25126/jtiik.201742315.

B. Novrita, R. Mutahar, and I. Purnamasari, “The Analysis of Incidence of Dengue Hemorrhagic Fever in Public Health Center of Celikah Ogan Komering Ilir Regency Year 2016,” J. Ilmu Kesehat. Masy., vol. 8, no. 1, pp. 19–27, 2017, doi: 10.26553/jikm.2017.8.1.19-27.

Salmon and B. Harpad, “Komparasi Metode Simple Additive Weighting (SAW) dan Analytical Hierarcy Process (AHP) untuk Pemilihan Staf Laboratorium Komputer STMIK Widya Cipta Dharma Samarinda,” J. Penelit. Komun. Dan Opini Publik, vol. 22, no. 1, 2018, doi: 10.33299/jpkop.22.1.1322.

S. R. Cholil, A. F. Dwijayanto, and T. Ardianita, “Prediksi Penyakit Demam Berdarah di Puskesmas Ngemplak Simongan menggunakan Algoritma C4.5,” Sistemasi, vol. 9, no. 3, p. 529, 2020, doi: 10.32520/stmsi.v9i3.898.

D. Novianti and A. B. H. Yanto, “‘Sistem Penunjang Keputusan Pemilihan Laptop menggunakan Metode Simple Additive Weighting (SAW) (Studi Kasus : Seven Computech),’” J. Teknol. Inform. dan Komput., vol. 5, no. 2, pp. 70–75, 2019.

J. D. Manik, A. R. Samosir, and M. Mesran, “Penerapan Metode Simple Additive Weighting dalam Penerimaan Siswa Magang pada Universitas Budi Darma,” sudo J. Tek. Inform., vol. 1, no. 2, pp. 51–59, 2022, doi: 10.56211/sudo.v1i2.14.

B. D. Prasetyo, E. Daniati, and Sucipto, “Implementasi Metode Simple Additive Weighting untuk Diagnosis Gejala Diabetes Mellitus,” Jambura J. Electr. Electron. Eng., vol. 3, no. 2, pp. 72–77, 2021, doi: 10.37905/jjeee.v3i2.10886.

M. R. Ramadhan and M. K. Nizam, “Penerapan Metode SAW (Simple Additive Weighting) dalam Pemilihan Siswa-Siswi Berprestasi pada Sekolah SMK Swasta Mustafa,” TIN Terap. Inform. …, vol. 1, no. 9, pp. 459–471, 2021, [Online]. Available: https://ejurnal.seminar-id.com/index.php/tin/article/view/655

S. R. Nasution, D. Andreswari, and T. Wahyu, “Implementasi Naive Bayes Classifier dan Simple Additive Weighting (SAW) untuk Pemilihan Menu Diet Penyakit Diabetes Mellitus,” J. Rekursif, vol. 7, no. 1, pp. 1–9, 2019.

S. N. Hamidah, N. Salam, and D. S. Susanti, “Teknik Peramalan menggunakan Metode Pemulusan Eksponensial Holt-Winters,” J. Mat. Murni dan Terap. “ Epsilon,” vol. 07, no. 02, pp. 26–33, 2017.

N. F. F. Lintang, Y. Kadir, and M. Y. Tuloli, “Analisis Penentuan Tarif berdasarkan Biaya Operasional Kendaraan, Ability to Pay dan Willingness to Pay Trans Brt Koridor I Provinsi Gorontalo,” Compos. J., vol. 1, no. 2, pp. 41–48, 2021, doi: 10.37905/cj.v1i2.8.

Y. Nursyanti, “Penentuan Penyedia Jasa Trucking di PT Yicheng Logistics dengan menggunakan Metode SAW (Simple Additive Weighting),” J. Teknol. dan Manaj. Ind. Terap., vol. 1, no. 3, pp. 210–222, 2022, doi: 10.55826/tmit.v1iiii.49.

W. A. Kautsar, S. Wahyudi, “Sistem Pendukung Keputusan untuk menentukan Status Gizi Balita menggunakan Metode Simple Additive Weighting,” Jursistekni 2023, vol. 1, no. 1, pp. 81–91, 2023.




DOI: https://doi.org/10.32520/stmsi.v14i2.5079

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