Expert System For Identifying Diseases In Native Chickens Using The Certainty Factor Method
Abstract
Farming is the business of breeding and raising animals, divided into two groups: large animals (cows, buffaloes, horses) and small animals (chickens, ducks, birds). The demand for livestock, especially poultry like free-range chickens, is on the rise. However, many small to medium-sized free-range chicken farms still rely on conventional methods for disease treatment, which depend on the experience of the farmers. An expert system is a piece of computer software that mimics the choices and behaviors of a person or group with in-depth knowledge and expertise in a certain field. The objective of this study is to enhance the effectiveness of disease treatment for free-range chickens and streamline the diagnosis procedure. Farmers can determine which diseases are harming their free-range hens by using the Certainty Factor approach. Experts were surveyed to provide the data used in this study. Accurate diagnosis of diseases in free-range chickens and suitable treatment recommendations are provided by the system's diagnostic results.
Downloads
References
S. Wahyuni and P. M. Hasugian, “SAINTEK (Jurnal Sains dan Teknologi) Sistem Pakar Mendiagnosa Penyakit Ayam Kampung Menggunakan Metode Certainty Factor ( 1 Sri Wahyuni, Paska Marto Hasugian 2 ) Sistem Pakar Mendiagnosa Penyakit Ayam Kampung Menggunakan Metode Certainty Factor,” vol. 3, no. 2, pp. 60–65, 2022.
F. Fitriasari, M. S. Zuhrie, P. W. Rusimamto, and N. Kholis, “Perancangan Sistem Monitoring dan Controlling Kandang Ayam Berbasis Internet of Things,” Indones. J. Eng. Technol., vol. 3, no. 1, pp. 17–27, 2020, doi: 10.26740/inajet.v3n1.p17-27.
M. Muqorobin, P. B. Utomo, M. Nafi’Uddin, and K. Kusrini, “Implementasi Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit Ayam Berbasis Android,” Creat. Inf. Technol. J., vol. 5, no. 3, p. 185, 2019, doi: 10.24076/citec.2018v5i3.198.
Z. A. N. A. S. A. Muttaqin, “Penerapan Jaringan Syaraf Tiruan dan Certainty Factor untuk Peramalan Penjualan Sepeda Motor,” Ris. dan E-Jurnal Manaj. Inform. Komput., vol. 7, pp. 1523–1533, 2023.
Y. E. Setiawan, “Penerapan Metode Certainty Factor ke dalamSistem Pakar Diagnosa PenyakitUntuk Ayam Potong,” Agustus, vol. 7, pp. 2549–7952, 2023.
A. Amalia Mortara and A. Desiani, “Implementasi Metode Certainty Factor dalam Sistem Pakar Diagnosa Penyakit Katarak A BSTRAK,” J. Amplif. Mei, vol. 13, no. 1, pp. 25–32, 2023.
D. Maulina, “Metode Certainty Factor Dalam Penerapan Sistem Pakar Diagnosa Penyakit Anak,” J. Inf. Syst. Manag., vol. 2, no. 1, pp. 23–32, 2020, doi: 10.24076/joism.2020v2i1.171.
M. I. Kusumawardhana, “Sistem Pakar Diagnosa Penyakit Covid-19 Berbasis Web Menggunakan Metode Certainty Factor (STUDI KASUS :UPTD Puskesmas selajambe Kuningan jawa barat),” J. Sains dan Teknol., vol. 3, no. 2, pp. 198–207, 2023, doi: 10.47233/jsit.v3i2.684.
J. Bere, J. Dedy Irawan, and F. Ariwibisono, “Sistem Pakar Diagnosis Penyakit Pada Ayam Menggunakan Metode Certainty Factor,” JATI (Jurnal Mhs. Tek. Inform., vol. 5, no. 1, pp. 217–224, 2021, doi: 10.36040/jati.v5i1.3251.
L. Meniati, N. Y. Lumban Gaol, and I. Santoso, “Sistem Pakar Mendiagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor,” J-SISKO TECH (Jurnal Teknol. Sist. Inf. dan Sist. Komput. TGD), vol. 5, no. 1, p. 83, 2022, doi: 10.53513/jsk.v5i1.4798.
K. M. Sukiakhy, S. A. Nazhifah, and J. Junidar, “Sistem Pakar Diagnosa Penyakit Ginjal Berbasis Web Menggunakan Metode Certainty Factor,” J. Komput. dan Inform., vol. 11, no. 1, pp. 117–125, 2023, doi: 10.35508/jicon.v11i1.9931.
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.
V. Terisia and D. Yusuf, “Aplikasi Sistem Pakar Dengan Metode Forward Chaining dan Certainty Factor Untuk Mendeteksi Penyakit Ayam,” J. Sist. Inf., vol. 1, no. 1, pp. 1–10, 2020, [Online]. Available: http://ojs.itb-ad.ac.id/index.php/JUSIN/article/view/853.
A. P. R. de Araújo, M. C. M. de Araujo, T. C. Cavalcanti, C. F. de Lacerda Vidal, and M. G. N. M. da Silva, “DZC DIAG: mobile application based on expert system to aid in the diagnosis of dengue, Zika, and chikungunya,” Med. Biol. Eng. Comput., vol. 58, no. 11, pp. 2657–2672, 2020, doi: 10.1007/s11517-020-02233-6.
M. A. S. P. K. S. P. B. L. https://doi. org/10. 31219/osf. io/h7t3. Panessai, I. Y. (2021, Arsitektur Sistem Pakar: Konsep Sistem Pakar. 2021. doi: 10.31219/osf.io/h7t3r.
R. T. Handoko, “Aplikasi Diagnosa Kerusakan Pada Handphone Menggunakan Metode Forward Chaining,” J. Teknol. Pint., vol. 2, no. 5, pp. 1–11, 2022, [Online]. Available: http://teknologipintar.org/index.php/teknologipintar/article/view/176%0Ahttp://teknologipintar.org/index.php/teknologipintar/article/download/176/163.
P. Hariona, S. Defit, and S. Sumijan, “Sistem Pakar dengan Metode Backward Chaining untuk Optimalisasi Layanan Helpdesk E-Government,” J. Inform. Ekon. Bisnis, vol. 3, pp. 66–71, 2020, doi: 10.37034/infeb.v3i2.68.
T. K. Ahsyar, T. D. Raharjo, and Syaifullah, “Sistem Pakar Diagnosa Penyakit Pada Ayam Dengan Metode Certainty Factor Berbasis Android,” J. Ilm. Rekayasa dan Manaj. Sist. Inf., vol. 7, no. 2, pp. 166–172, 2021, [Online]. Available: http://ejournal.uin-suska.ac.id/index.php/RMSI/article/view/13285.
M. Fiqran, “Expert System for Diagnosing Torch Disease in Pregnant Women with Certainty Factor and Fuzzy Logic Methods,” J. Comput. Scine Inf. …, pp. 1–8, 2022, [Online]. Available: https://jcsitech-upiyptk.org/ojs/index.php/jcsitech/article/view/32%0Ahttps://jcsitech-upiyptk.org/ojs/index.php/jcsitech/article/download/32/30.
S. A. Pasaribu, P. Sihombing, and S. Suherman, “Expert System for Diagnosing Dental and Mouth Diseases with a Website-Based Certainty Factor (CF) Method,” Mecn. 2020 - Int. Conf. Mech. Electron. Comput. Ind. Technol., pp. 218–221, 2020, doi: 10.1109/MECnIT48290.2020.9166635.
K. Saddhono, B. W. Setyawan, Y. M. Raharjo, and R. Devilito, “The diagnosis of online game addiction on Indonesian adolescent using certainty factor method,” Ing. des Syst. d’Information, vol. 25, no. 2, pp. 191–197, 2020, doi: 10.18280/isi.250206.