Analisis K-Nearest Neighbour Dalam Mendiagnosa Grandemultipara
DOI:
https://doi.org/10.30865/json.v3i4.4120Keywords:
Grandemultipara, K-Nearest NeighborAbstract
Grandemultipara are women who give birth more than four times usually experience complications in pregnancy and childbirth. Grandemultipara or better known as mothers who give birth more than 4 times can cause various pregnancy complications that will be experienced by the mother, one of which is bleeding. Grandemultipara pregnancies are included in high-risk pregnancies, because complications can occur either during pregnancy or childbirth. The K-NN algorithm can be applied in the process of diagnosing human diseases, so several references are taken including those used in diagnosing several diseases. With the K-NN algorithm that will be used in this study, where data on symptoms of Grandemultipara disease obtained from an expert is processed according to the algorithm to produce accurate diagnostic information for Grandemultipara disease. Analysis of the K-NN method is able to provide information and solutions in solving the problems of Grandemultipara disease.References
E. Susanti, I. S. Fitriani, and H. M. Susilo, “Deteksi Dini Kehamilan Resiko Tinggi Pada Ibu Hamil Grandemultipara Fisiologis Dengan Skor Poedji Rochjati Tinggi,†Heal. Sci. J., vol. 5, no. 2, 2021.
F. Liantoni, “Klasifikasi Daun Dengan Perbaikan Fitur Citra Menggunakan Metode K-Nearest Neighbor,†J. Ultim., vol. 7, no. 2, pp. 98–104, 2016, doi: 10.31937/ti.v7i2.356.
D. Cahyanti, A. Rahmayani, and S. A. Husniar, “Analisis performa metode Knn pada Dataset pasien pengidap Kanker Payudara,†Indones. J. Data Sci., vol. 1, no. 2, pp. 39–43, 2020, doi: 10.33096/ijodas.v1i2.13.
R. A. Ramadhani, R. Helilintar, and S. Rochana, “Perancangan Sistem Diagonosa Penyakit Hepatitis Menggunakan Metode Knn,†Ilk. J. Ilm., vol. 9, no. 2, pp. 145–152, 2017, doi: 10.33096/ilkom.v9i2.129.145-152.
E. N. Shofia, R. R. M. Putri, and A. Arwan, “Sistem Pakar Diagnosis Penyakit Demam : DBD , Malaria dan Tifoid Menggunakan Metode K-Nearest Neighbor – Certainty Factor,†J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 1, no. 5, pp. 426–435, 2017, [Online]. Available: http://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/122.
T. Tri Saputra Sibarani and C. Author, “Analysis K-Nearest Neighbors (KNN) in Identifying Tuberculosis Disease (Tb) By Utilizing Hog Feature Extraction,†Int. Comput. Sci. Inf. Technol. JournalISSN, vol. 1, no. 1, pp. 33–38, 2020.
A. M. dan Agus Widodo dan Muh. Rahman, “Diagnosis Penyakit Mata menggunakan Metode Improved K-Nearest Neighbor,†J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 3, no. 11, pp. 10531–10537, 2020, [Online]. Available: https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/6707.
I. Darwanto and R. Fidiawati, “Implementasi Metode Case Based Reasoning dan K-Nearest Neighbor dalam Sistem Diagnosa Penyakit dan Hama pada Tanaman Karet,†Dunia Ilmu, vol. 1, no. 1, pp. 2021–2022, 2021, [Online]. Available: http://duniailmu.org/index.php/repo/article/view/19.
A. Ariani and Samsuryadi, “Klasifikasi Penyakit Ginjal Kronis menggunakan K-Nearest Neighbor,†Pros. Annu. Res. Semin. 2019, vol. 5, no. 1, pp. 148–151, 2019.
W. G. Akbari, N. Hidayat, and N. Santoso, “Diagnosis Penyakit Cabai Menggunakan Metode Fuzzy K-Nearest Neighbor (FKNN),†J. Pengemb. Teknol. Inf. dan Ilmu Komput. Univ. Brawijaya, vol. 3, no. 1, pp. 1070–1074, 2019.
F. Antony, H. Irsyad, and M. E. Al Rivan, “KNN Dan Gabor Filter Serta Wiener Filter Untuk Mendiagnosis Penyakit Pneumonia Citra X-RAY Pada Paru-Paru,†J. Algoritm., vol. 1, no. 2, pp. 147–155, 2021, doi: 10.35957/algoritme.v1i2.893.
M. Safaat, A. Sahari, and D. Lusiyanti, “Implementasi Metode K-Nearest Neighbor Untuk Mengklasifikasi Jenis Penyakit Katarak,†J. Ilm. Mat. Dan Terap., vol. 17, no. 1, pp. 92–99, 2020, doi: 10.22487/2540766x.2020.v17.i1.15184.
U. Erdiansyah, A. Irmansyah Lubis, and K. Erwansyah, “Komparasi Metode K-Nearest Neighbor dan Random Forest Dalam Prediksi Akurasi Klasifikasi Pengobatan Penyakit Kutil,†J. Media Inform. Budidarma, vol. 6, no. 1, p. 208, 2022, doi: 10.30865/mib.v6i1.3373.
N. Nurfajri, R. Rais, and I. Tri Utami, “Perbandingan Analisis Diskriminan Dan K-Nearest Neighbor (Knn) Untuk Mengklasifikasikan Penderita Penyakit,†J. Ilm. Mat. Dan Terap., vol. 12, no. 2, pp. 115–124, 2017, doi: 10.22487/2540766x.2015.v12.i2.7904.
Indrayani, D. Sugianti, and M. A. Al Karomi, “Optimasi Parameter K pada Algoritma K-Nearest Neighbour untuk Klasifikasi Penyakit Diabetes Mellitus,†Pros. SNATIF ke-6 Tahun 2019, no. 2007, pp. 96–101, 2019.
