Analisis Aritmia (Gangguan Irama Jantung) Menerapkan Metode Certainty Factor

Authors

  • Masyuni Hutasuhut STMIK Triguna Dharma, Medan
  • Tugiono Tugiono STMIK Triguna Dharma, Medan
  • Asyahri Hadi Nasyuha STMIK Triguna Dharma, Medan

DOI:

https://doi.org/10.30865/mib.v5i4.3289

Keywords:

Expert System, Certainty Factor, Arrhythmias

Abstract

The heart is one of the most important organs for humans that functions to pump oxygenated blood, the heart can experience problems, one of which is arrhythmia, arrhythmia is a heart rhythm disorder or pattern of rapid changes from a normal heart rate. Heart rhythm disturbances (arrhythmias) are patterns of rapid change from the normal heart rate. This becomes a problem when not handled properly and correctly because it can cause disruption of the heart's function, even in more severe cases it can cause sudden death. An expert system is one of the artificial intelligence of humans that studies how an expert thinks in solving a problem, making decisions or drawing conclusions from a number of facts. An expert system is a system that adopts the expertise of an expert that can be used to overcome certain problems, one of which is diagnosing arrhythmias. This study applies Certainty Factor analysis which can provide additional knowledge to the public, especially knowledge on heart disease. So that arrhythmia analysis with this certainty factor method can be applied to a system that helps the general public in preventing and overcoming heart rhythm disorders

References

R. Astriratma, M. M. Santoni, and H. N. Irmanda, “Spk Berbasis Web Menggunakan Logika Fuzzy Untuk Diagnosa Penyakit Jantung,†JSI J. Sist. Inf., vol. 12, no. 2, pp. 2046–2059, 2020, doi: 10.36706/jsi.v12i2.10788.

D. Dona, H. Maradona, and M. Masdewi, “Sistem Pakar Diagnosa Penyakit Jantung Dengan Metode Case Based Reasoning (Cbr),†Zo. J. Sist. Inf., vol. 3, no. 1, pp. 1–12, 2021, doi: 10.31849/zn.v3i1.6442.

Niendy Alexandra Yosephine and Ratnadewi, “Penggunaan Artificial Neural Network pada Sinyal Elektrokardiogram untuk Mendeteksi Penyakit Jantung Aritmia Supraventrikular,†Inf. (Jurnal Inform. dan Sist. Informasi), vol. 13, no. 1, pp. 14–23, May 2021, doi: 10.37424/informasi.v13i1.69.

S. Sumiati, Akip Suhendar, and Fahriyanti, “CERTAINTY FACTOR UNTUK KLASIFIKASI KELAINAN JANTUNG BERDASARKAN REKAM MEDIS ELEKTROKARDIOGRAM,†JSiI (Jurnal Sist. Informasi), vol. 8, no. 1, pp. 49–52, Mar. 2021, doi: 10.30656/jsii.v8i1.3074.

L. Septiana, “Perancangan Sistem Pakar Diagnosa Penyakit Ispa Dengan Metode Certainty Factor Berbasis Android,†None, vol. 13, no. 2, pp. 1–7, 2016.

J. Karman, Joni; Saputra, “PERANCANGAN SISTEM PAKAR DIAGNOSA KERUSAKAN SEPEDA MOTOR HONDA BEBEK BERKARBURATOR DENGAN MENGGUNAKAN METODE TEOREMA BAYES BERBASIS WEB MOBILE,†J. Chem. Inf. Model., vol. 3, no. 1, pp. 58–64, 2018, doi: 10.1017/CBO9781107415324.004.

N. Rosmawanti and G. P. Kusumawardhani, “Model Sistem Pakar Diagnosa Penyakit Gagal Ginjal,†J. Ilm. Tek. Inform. dan Sist. Inf., vol. 9, 2021.

P. S. Ramadhan, “Sistem Pakar Pendiagnosaan Dermatitis Imun Menggunakan Teorema Bayes,†InfoTekJar (Jurnal Nas. Inform. dan Teknol. Jaringan), vol. 3, no. 1, pp. 43–48, 2018, doi: 10.30743/infotekjar.v3i1.643.

H. Hafshah, A. S. Hadisuwito, and D. M. Khairina, “Pendeteksi Gangguan Jaringan Lokal Menggunakan Metode Certainty Factor,†Inform. Mulawarman J. Ilm. Ilmu Komput., vol. 13, no. 2, p. 60, 2019, doi: 10.30872/jim.v13i2.813.

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.

P. S. Nugroho and M. Akbar, “Sistem Pakar Diagnosa Gangguan Kelainan Seks Pada Pria Menggunakan Teorema Bayes Expert System for Diagnosing Sex Disorders in Males Using Bayes ’ Theorem,†pp. 138–146, 2020.

R. Annisa, “Sistem Pakar Metode Certainty Factor Untuk Mendiagnosa Tipe Skizofrenia,†IJCIT (Indonesian J. Comput. Inf. Technol., vol. 3, no. 1, pp. 40–46, 2018.

R. Rachman and A. Mukminin, “Penerapan Metode Certainty Factor Pada Sistem Pakar Penentuan Minat dan Bakat Siswa SD,†Khazanah Inform. J. Ilmu Komput. dan Inform., vol. 4, no. 2, p. 90, 2018, doi: 10.23917/khif.v4i2.6828.

B. Ambara, D. Putra, and D. Rusjayanthi, “Fuzzy Expert System of Dental and Oral Disease with Certainty Factor,†Int. J. Comput. Sci. Issues, vol. 14, no. 3, pp. 22–30, May 2017, doi: 10.20943/01201703.2230.

R. Rachman, “Sistem Pakar Deteksi Penyakit Refraksi Mata Dengan Metode Teorema Bayes Berbasis Web,†J. Inform., vol. 7, no. 1, pp. 68–76, 2020, doi: 10.31311/ji.v7i1.7267.

A. H. Nasyuha, M. I. Perangin Angin, and M. M. Marsono, “Implementasi Dempster Shafer Dalam Diagnosa Penyakit Impetigo Pada Balita,†J. Media Inform. Budidarma, vol. 4, no. 3, p. 700, 2020, doi: 10.30865/mib.v4i3.1901.

R. Simalango and A. S. Sinaga, “Diagnosa Penyakit Ikan Hias Air Tawar Dengan Teorema Bayes,†vol. 3, pp. 43–50, 2019.

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Published

2021-10-26