Penerapan Metode Certainty Factor Pada Sistem Pakar Diagnosa Penyakit Diabetes Melitus
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Ahlan Ismono
*
Politeknik STMI Jakarta, Jakarta,
Indonesia
(*) Corresponding Author
Abstract
Diabetes Mellitus is a disease that occurs in metabolism at a chronic level. Diabetes Mellitus has always been a frightening disease for the community, this is because diabetes mellitus is a disease that causes death with a fairly high risk of death. Early diagnosis of diabetes mellitus or the community to find out diabetes mellitus is very important. Early diagnosis that is carried out causes early problems, especially for the community. This is because to carry out an examination of diabetes mellitus, laboratory tests must be carried out in hospitals, carry out an overall body examination and the costs are quite high. In addition, there is also limited information by the public on the signs or symptoms that allow a person to be indicated for diabetes mellitus. Therefore, it is necessary to solve these problems to assist in the early diagnosis process by the community. An expert system is a system that is already part of computerization. Computerized expert systems can diagnose certain diseases based on the knowledge stored in the expert system. The certainty factor method is one method that can be used in the process of solving the expert system. The certain factor method can produce an accurate value based on the symptom weight value that has been selected by the patient. The results of the study found that the accuracy value obtained from the process of diagnosing diabetes mellitus was 94,78%.
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References
R. N. Putri and L. Goeirmanto, “Aplikasi Sistem Pakar Untuk Diagnosa Penyakit Diabetes Melitus,” J. Apl. dan Inov. IPTEKS SOLIDITAS, vol. 3, no. 2, pp. 106–112, 2020.
Y. B. Widodo, S. A. Anggraeini, and T. Sutabri, “Perancangan Sistem Pakar Diagnosis Penyakit Diabetes Berbasis Web Menggunakan Algoritma Naive Bayes,” J. Teknol. Inform. dan Komput., vol. 7, no. 1, pp. 112–123, 2021, doi: 10.37012/jtik.v7i1.507.
F. Dwiramadhan, M. I. Wahyuddin, and D. Hidayatullah, “Sistem Pakar Diagnosa Penyakit Kulit Kucing Menggunakan Metode Naive Bayes Berbasis Web,” J. JTIK (Jurnal Teknol. Inf. dan Komunikasi), vol. 6, no. 3, pp. 429–437, 2022, doi: 10.35870/jtik.v6i3.466.
A. Buchori, S. Khotijah, and A. S. Ramdan, “Sistem Pakar Diagnosa Penyakit Paru-Paru Menggunakan Metode Naive Bayes Classifier Berbasis Java,” Semnas Ristek (Seminar Nas. Ris. dan Inov. Teknol., vol. 6, no. 1, pp. 127–138, 2022, doi: 10.30998/semnasristek.v6i1.5645.
R. Hariyanto and K. Sa’diyah, “Sistem Pakar Diagnosis Penyakit dan Hama Pada Tanaman Tebu Menggunakan Metode Certainty Factor,” JOINTECS (Journal Inf. Technol. Comput. Sci., vol. 3, no. 1, pp. 1–4, 2018, doi: 10.31328/jointecs.v3i1.500.
S. R. Ginting, N. S. W., & Anita, “Kedelai Menggunakan Metode Certainty Factor,” J. KomTekInfo, vol. 5, no. 1, pp. 36–41, 2018.
N. Laylatul Husna and F. Bimantoro, “Sistem Pakar Diagnosa Awal Penyakit Mata dengan Metode Bayesian Network,” J. Comput. Sci. Informatics Eng., vol. 4, no. 2, pp. 139–148, 2020, doi: 10.29303/jcosine.v4i2.287.
H. Sulistiani, I. Darwanto, and I. Ahmad, “Penerapan Metode Case Based Reasoning dan,” J. Edukasi dan Penelit. Inform., vol. 6, no. 1, pp. 23–28, 2020.
S. Bacin, “Sistem Pakar Untuk Mendiagnosa Penyakit Diabetes Menggunakan Metode Inferensi Fuzzy Mamdani,” vol. 1, no. 3, pp. 188–194, 2021.
K. R. A. B. Sembiring, H. Hafizah, and R. Gunawan, “Sistem Pakar Mendiagnosis Penyakit Lumpuh Bebek Menggunakan Metode Dempster Shafer,” J. CyberTech, vol. 1, no. 3, pp. 165–174, 2021.
M. A. Puspa, “Sistem Pakar Diagnosa Penyakit Hipertensi Menggunakan Metode Naive Bayes Pada Rsud Aloe Saboe Kota Gorontalo,” Ilk. J. Ilm., vol. 10, no. 2, pp. 166–174, 2018, doi: 10.33096/ilkom.v10i2.304.166-174.
N. Y. Lumban Gaol, “Sistem Pakar Mendiagnosa Penyakit Tanaman Buah Citrus (Lemon) Mengggunakan Metode Certainty Factor,” J. SAINTIKOM (Jurnal Sains Manaj. Inform. dan Komputer), vol. 19, no. 1, pp. 1–7, 2020, doi: 10.53513/jis.v19i1.219.
L. F. Putri, “Perancangan Aplikasi Sistem Pakar Penyakit Roseola Dengan Menggunakan Metode Certainty Factor,” J. Sist. Komput. dan Inform., vol. 1, no. 2, p. 107, 2020, doi: 10.30865/json.v1i2.1956.
S. Batubara, S. Wahyuni, and E. Hariyanto, “Penerapan Metode Certainty Factor Pada Sistem PakarDiagnosa Penyakit Dalam,” Semin. Nas. R., vol. 1, no. 1, pp. 81–86, 2018, [Online]. Available: https://jurnal.stmikroyal.ac.id/index.php/senar/article/view/144/90.
K. E. Setyaputri, A. Fadlil, and S. Sunardi, “Analisis Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit THT,” J. Tek. Elektro, vol. 10, no. 1, pp. 30–35, 2018, doi: 10.15294/jte.v10i1.14031.
I. H. Santi and B. Andari, “Sistem Pakar Untuk Mengidentifikasi Jenis Kulit Wajah dengan Metode Certainty Factor,” INTENSIF J. Ilm. Penelit. dan Penerapan Teknol. Sist. Inf., vol. 3, no. 2, p. 159, 2019, doi: 10.29407/intensif.v3i2.12792.
S. Alim, P. P. Lestari, and R. Rusliyawati, “Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor Pada Kelompok Tani Pt Olam Indonesia (Cocoa) Cabang Lampung,” J. Data Min. dan Sist. Inf., vol. 1, no. 1, p. 26, 2020, doi: 10.33365/jdmsi.v1i1.798.
H. Daely and D. P. Utomo, “Sistem Pakar Diagnosa Hepatomegali Menerapkan Metode Fuzzy Logic Sugeno,” KOMIK (Konferensi Nas. Teknol. Inf. dan Komputer), vol. 4, no. 1, 2020.
F. Dan, D. Shafer, I. Nainggolan, and D. P. Utomo, “Sistem Pakar Mengidentifikasi Kerusakan Transmisi Matic Pada Mobil Honda Crv Dengan Menggunakan Kombinasi Metode Certainty,” vol. 5, pp. 94–102, 2021, doi: 10.30865/komik.v5i1.3654.
A. Adji Sukarno, Bayu; Fauzan Rozi, “Sistem Pakar Diagnosa Penyakit Gigi dan Mulut Menggunakan Metode Certainty Factor,” J. Inf. Syst. Artif. Intell., vol. 1, pp. 16–24, 2021, [Online]. Available: http://jisai.mercubuana-yogya.ac.id/index.php/jisai/article/view/39/8.
F. Ramadhana, A. A. Nababan, and G. Mata, “Jurnal Sistem Informasi dan Teknologi Jaringan Sistem Pakar Diagnosa Penyakit Mata Pada Manusia Menggunakan Metode Certainty Factor,” J. Sist. Inf. dan Teknol. Jar. (SISFOTEKJAR, vol. 2, no. 2, pp. 36–40, 2021.
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