IMPLEMENTATION OF FORWARD INFERENCE REASONING IMPLEMENTING THE DEMPSTER-SHAFER METHOD FOR DIAGNOSIS OF LUNG DISEASE SYMPTOMS
Abstract
Artificial intelligence is an effort to transfer intelligence that is added to a system that can be regulated in a scientific context or can be called artificial intelligence so that machines (computers) can do work as humans can do. Lung disease is a condition in which the lungs cannot function normally. Some of the most common include asthma, chronic obstructive pulmonary disease (COPD), pneumonia, tuberculosis, and lung cancer. The Dempster-Shafer method was first introduced by Dempster, who experimented with uncertainty models with a range of probabilities rather than a single probability. Application of the Dempster-Shafer method to diagnose lung disease, it can be concluded that inference techniques are easy to use in designing expert systems to get a conclusion but, it has weaknesses in finding these conclusions if the system has a large enough knowledge base and this will be very much use time and hinder the consultation process.
Downloads
References
[2] S. Kusrini, “Sistem Pakar Teori dan Aplikasi,” Penerbit Andi Yogyakarta, 2006.
[3] A. Napanggala, “Penyakit Paru Obstruktif Kronis ( PPOK ) dengan Efusi Pleura dan Hipertensi Tingkat I Chronic Pulmonary Obstructive Disorder ( COPD ) with Pleural Effusion and Hypertension Grade I,” Medula Unila, vol. 4, pp. 1–6, 2015.
[4] M. A. H. Ramadhan and B. Hartono, “Kejadian Penyakit Paru Obstruktif Kronik (PPOK) Pada Pengendara Ojek Online di Kota Bogor dan Kota Depok Tahun 2018 (Studi Kasus Pencemaran Udara),” J. Nas. Kesehat. Lingkung. Glob., vol. 1, no. 1, Feb. 2020, doi: 10.7454/JUKL.V1I1.3779.
[5] R. Yudhawati and Y. D. Prasetiyo, “Imunopatogenesis Penyakit Paru Obstruktif Kronik,” J. Respirasi, vol. 4, no. 1, p. 19, 2019, doi: 10.20473/jr.v4-i.1.2018.19-25.
[6] D. T. Yuwono, A. Fadlil, and S. Sunardi, “Implementasi Metode Dempster Shafer Pada Sistem Pakar Diagnosa Gangguan Kepribadian,” J. Sist. Inf. Bisnis, vol. 9, no. 1, p. 25, 2019, doi: 10.21456/vol9iss1pp25-31.
[7] M. Widyaningsih, R. Gunadi, J. T. Informatika, and K. Tengah, “Dempster shafer untuk sistem diagnosa gejala penyakit kulit pada kucing,” vol. 7, no. 114, 2017.
[8] Sugiyono, Metode Penelitian Kuantitatif, Kualitatif dan R&D. Bandung: PT Alfabet, 2016.
[9] A. H. Aji, M. T. Furqon, and A. W. Widodo, “Sistem Pakar Diagnosa Penyakit Ibu Hamil Menggunakan Metode Certainty Factor (CF) | Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer,” 2017. http://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/1556 (accessed Dec. 03, 2019).
[10] H. Indriyawati, A. Sugiharto, and B. Surarso, “Sistem Pakar Diagnosa Penyakit Telinga Hidung Tenggorok (Tht) Dengan Menggunakan Metode Inferensi Berbasis Short Message Service (Sms),” J. Sist. Inf. Bisnis, vol. 3, no. 1, pp. 1–6, 2013, doi: 10.21456/vol3iss1pp01-06.
[11] M. Arhami, “Konsep dasar sistem pakar,” Yogyakarta Andi, vol. 206, 2005.
[12] F. N. Salisah, L. Lidya, and S. Defit, “Sistem Pakar Penentuan Bakat Anak Dengan Menggunakan Metode Forward Chaining,” J. Ilm. Rekayasa dan Manaj. Sist. Inf., 2015.
[13] A. A. dkk Muslim, “Sistem Pakar Diagnosa Hama Dan Penyakit Cabai Berbasis Teorema Bayes,” Jutisi, 2015.
