Sistem Diagnosa Laying Hens Disease menggunakan Dempster Shafer

Authors

  • Andika Nanda Manurung Program Studi Sistem Informasi, STMIK Royal Kisaran
  • Muhammad Ardiansyah Sembiring Program Studi Sistem Informasi, STMIK Royal Kisaran
  • Wiwin Handoko Program Studi Sistem Informasi, STMIK Royal Kisaran

DOI:

https://doi.org/10.29408/edumatic.v7i1.6449

Keywords:

laying hens disease, expert system, dempster shafer method

Abstract

Laying hens are animals that are widely bred by people in Indonesia, especially in the province of North Sumatra as a form of micro, and medium enterprises, commonly abbreviated as UMKM. In order to improve health and avoid disease in these animals, it is necessary to have the knowledge to deal with the symptoms of existing diseases. The purpose of this study is to create a system for diagnosing disease in laying hens using the Dempster Shafer method. The stages of making this system are analysis, design, implementation, and testing. Collecting data on the study through observation and interviews about diseases in these animals. Meanwhile, in this research design, application architecture and interfaces are created. Data analysis technique using Dempster Shafer and testing is done shade Blackbox. Our findings are an expert system that can diagnose dempster shader hens’ disease. This system can also be implemented using the Dempster Shafer method and is then running well and can provide diagnosis results with an accuracy of 99.04%. In addition, the test results show that the modules in this system are already functioning and successfully based on the Blackbox results. Therefore, this system can be used to find out the symptoms of disease in laying hens, especially in the Food Security and Animal Husbandry Service of North Sumatra Province, which is Asahan Regency.

References

Abiyani, E. (2022). Analisis Faktor-faktor yang Mempengaruhi Permintaan Telur Ayam Ras di Kabupaten Magetan Pada Tingkat Rumah Tangga. JESS: Journal of Economics and Social Sciences, 1(1), 11–22.

Abu Al-Qumboz, M. N., & Abu-Naser, S. S. (2019). Spinach Expert System: Diseases and Symptoms. International Journal of Academic Information Systems Research (IJAISR), 3(3), 16–22.

Agustiyana, M. (2022). Analisis Manajemen Pemeliharaan dan Pendapatan Usaha Ternak Sapi Sonok di Desa Dempo Barat Kecamatan Pasean Kabupaten Pamekasan. AGRISCIENCE, 2(3), 819–813. https://doi.org/10.21107/agriscience.v2i3.14054

Aldo, D. (2020). Sistem Pakar Diagnosis Hama Dan Penyakit Bawang Merah Menggunakan Metode Dempster Shafer. Komputika: Jurnal Sistem Komputer, 9(2), 85–93. https://doi.org/10.34010/komputika.v9i2.2884

Amuharnis, A. (2021). Sistem Pakar Penyakit Ayam Menggunakan Metode Forward Chaining. JAMIK: Jurnal Aplikasi Manajemen Informatika Komputer, 1(1), 32–40. https://doi.org/10.56708/progres.v14i1.300

Ardana, I. B. K. (2011). Strategi pencegahan penyakit infeksius pada peternakan broiler berbasis laboratorium. Buletin Veteriner Udayana, 3(1), 51–59.

Efendy, Z., & Idris, M. N. (2021). Aplikasi E-Kafe Green Market Padang Berbasis Web. Edumatic: Jurnal Pendidikan Informatika, 5(2), 214–222. https://doi.org/10.29408/edumatic.v5i2.3988

Faisal, Z. A. (2019). Sistem Pakar Diagnosa Penyakit Ayam Petelur Menggunakan Metode Case Based Reasoning Berbasis Web. JATI (Jurnal Mahasiswa Teknik Informatika), 3(2), 126–132. https://doi.org/10.36040/jati.v3i2.882

Hakim, Z., & Rizky, R. (2019). Sistem Pakar Menentukan Karakteristik Anak Kebutuhan Khusus Siswa Di SLB Pandeglang Banten Dengan Metode Forward Chaining. JUTIS (Jurnal Tek. Inform.) Progr. Stud. Tek. Inform. Tek. Univ, 7(1), 93–99.

Hasibuan, P. S., & Batubara, M. I. (2019). Penerapan Metode Dempster Shafer Dalam Mendiagnosa Penyakit Faringitis. J. Media Inform. Budidarma, 3(1), 59–64. https://doi.org/10.30865/mib.v3i1.1061

Hendra, Y., Parapat, A., & Juniansha, D. (2020). Sistem Pakar Untuk Diagnosa Penyakit Kejiwaan Dengan Menggunakan Metode Teorema Bayes. Jurnal Sistem Informasi Dan Informatika (Simika), 3(1), 94–108. https://doi.org/10.47080/simika.v3i1.855

Herlinda, H., Ramliyana, R., & Ambarsari, E. W. (2021). Pengejawantahan Pendekatan Storytelling dalam Pemahaman Membangun Diagram Alir Data. Edumatic: Jurnal Pendidikan Informatika, 5(2), 223–232. https://doi.org/10.29408/edumatic.v5i2.4060

Hutabarat, S. J., Sajow, A. A., Lombogia, S. O. B., & Warouw, Z. M. (2021). Pengaruh penyuluhan terhadap pendapatan peternak babi di desa Kiawa dua Timur Kecamatan Kawangkoan Utara. ZOOTEC, 41(1), 205–213. https://doi.org/10.35792/zot.41.1.2021.32658

Indrayani, I., & Andri, A. (2018). Faktor-faktor yang mempengaruhi pendapatan usaha ternak sapi potong di Kecamatan Sitiung, Kabupaten Dharmasraya. Jurnal Peternakan Indonesia (Indonesian Journal of Animal Science), 20(3), 151–159. https://doi.org/10.25077/jpi.20.3.151-159.2018

Kim, H., Chuvikov, D. A., Aladin, D. V, Varlamov, O. O., Adamova, L. E., & Osipov, V. G. (2021). Creating a Knowledge Base for a Mivar Expert System for the Diagnosis of Diabetes Mellitus. Biomedical Engineering, 54(6), 421–424. https://doi.org/10.1007/s10527-021-10053-7

Kirman, K., Saputra, A., & Sukmana, J. (2019). Sistem Pakar Untuk Mendiagnosis Penyakit Lambung Dan Penanganannya Menggunakan Metode Dempster Shafer. Pseudocode, 6(1), 58–66. https://doi.org/10.33369/pseudocode.6.1.58-66

Kusrini, W., Fathurrahmani, F., & Sayyidati, R. (2020). Sistem Pakar untuk Diagnosa Penyakit Ayam Pedaging. Edumatic: Jurnal Pendidikan Informatika, 4(2), 75–84. https://doi.org/10.29408/edumatic.v4i2.2616

Mahdavifar, S., & Ghorbani, A. A. (2020). DeNNeS: deep embedded neural network expert system for detecting cyber attacks. Neural Computing and Applications, 32(18), 14753–14780. https://doi.org/10.1007/s00521-020-04830-w

Mappanganro, R., Syam, J., & Ali, C. (2018). Tingkat penerapan biosekuriti pada peternakan ayam petelur di kecamatan panca rijang kabupaten sidrap. Jurnal Ilmu Dan Industri Peternakan, 4(1), 60–73. https://doi.org/10.24252/jiip.v4i1.9809

Muntohar, A. (2020). Sistem Informasi Data Klien Berbasis Java Pada Kantor Notaris dan PPAT. Edumatic: Jurnal Pendidikan Informatika, 4(2), 58–67. https://doi.org/10.29408/edumatic.v4i2.2515

Nas, C. (2019). Sistem Pakar Diagnosa Penyakt Tiroid Menggunakan Metode Dempster Shafer. Jurnal Teknologi Dan Open Source, 2(1), 1–14. https://doi.org/10.36378/jtos.v2i1.114

Nuraini, D. M., Sunarto, S., Widyas, N., Pramono, A., & Prastowo, S. (2020). Peningkatan Kapasitas Tata Laksana Kesehatan Ternak Sapi Potong di Pelemrejo, Andong, Boyolali. PRIMA: Journal of Community Empowering and Services, 4(2), 102–108. https://doi.org/10.20961/prima.v4i2.42574

Panigrahi, N., Ayus, I., & Jena, O. P. (2021). An expert system‐based clinical decision support system for Hepatitis‐B prediction & diagnosis. Machine Learning for Healthcare Applications, 57–75. https://doi.org/10.1002/9781119792611.ch4

Rakhmadevi, A. G., & Wardhana, D. I. (2020). Analisis Usaha Ayam Ras Petelur di Desa Klurahan Kecamatan Ngronggot Kabupaten Nganjuk. Jurnal Agrinika: Jurnal Agroteknologi Dan Agribisnis, 4(1), 79–92. https://doi.org/10.30737/agrinika.v4i1.1127

Ramadhan, P. S., & Pane, U. F. S. S. (2018). Analisis Perbandingan Metode (Certainty Factor, Dempster Shafer dan Teorema Bayes) untuk Mendiagnosa Penyakit Inflamasi Dermatitis Imun pada Anak. Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika Dan Komputer), 17(2), 151–157. https://doi.org/10.53513/jis.v17i2.38

Rizki, R., & Mulyati, S. (2020). Implementasi One Time Password Menggunakan Algoritma SHA-512 Pada Aplikasi Penagihan Hutang PT. XHT. Edumatic: Jurnal Pendidikan Informatika, 4(1), 111–120. https://doi.org/10.29408/edumatic.v4i1.2158

Suprapto, D. D. A., Fauziah, F., Fitri, I., & Hayati, N. (2020). Pengembangan Aplikasi Sistem Informasi Smart Register Online Berbasis Android Menggunakan Algoritma BruteForce. Edumatic: Jurnal Pendidikan Informatika, 4(1), 47–56. https://doi.org/10.29408/edumatic.v4i1.2106

Wijaya, E. H., & Hidayat, N. (2018). Diagnosis Penyakit Cabai Dengan Menggunakan Metode Forward Chaining–Dempster-Shafer. J. Pengemb. Teknol. Inf. Dan Ilmu Komput, 2(12), 7202–7208.

Wulandari, Z., & Arief, I. I. (2022). Tepung Telur Ayam: Nilai Gizi, Sifat Fungsional dan Manfaat. Jurnal Ilmu Produksi Dan Teknologi Hasil Peternakan, 10(2), 62–68. https://doi.org/10.29244/jipthp.10.2.62-68

Yuwono, D. T., Fadlil, A., & Sunardi, S. (2019). Implementasi Metode Dempster Shafer Pada Sistem Pakar Diagnosa Gangguan Kepribadian. JSINBIS (Jurnal Sistem Informasi Bisnis), 9(1), 25–31. https://doi.org/10.21456/vol9iss1pp25-31

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Published

2023-06-19