The Empirical Study On Algorithm Optimization In Expert Systems For Diagnosing Rice Plant Diseases
Abstract
Rice is one of the most important cultivated plants for human survival. The activity of cultivating rice plants becomes a livelihood for most of these residents, so the success rate of the amount of rice harvested becomes very important because they depend on how much rice can be harvested, disease diagnosis is very important for farmers, this is very important to reduce economic losses due to diseases that cause crop failure. Therefore, when dealing with rice diseases, an expert is needed to make diagnoses or solutions to rice diseases. However, an expert does not know when to come to the village, and farmers also do not understand all rice diseases. Therefore, a web-based expert system application using the forward chaining method is proposed to represent an expert to help farmers diagnose and solve diseases of rice plants with existing symptoms.
Downloads
References
P. Purwadi and A. H. Nasyuha, “Implementasi Teorema Bayes Untuk Diagnosa Penyakit Hawar Daun Bakteri (Kresek) Dan Penyakit Blas Tanaman Padi,” JURIKOM (Jurnal Riset Komputer), vol. 9, no. 4, p. 777, 2022, doi: 10.30865/jurikom.v9i4.4350.
S. Wiyono, . Widodo, and H. Triwidodo, “Mengelola Ledakan Hama Dan Penyakit Padi Sawah Pada Agroekosistem Yang Fragil Dengan Pengendalian Hama Terpadu Biointensif,” RISALAH KEBIJAKAN PERTANIAN DAN LINGKUNGAN: Rumusan Kajian Strategis Bidang Pertanian dan Lingkungan, vol. 1, no. 2, p. 116, 2015, doi: 10.20957/jkebijakan.v1i2.10303.
P. B. Utomo, J. Nurdiana, J. T. Lingkungan, F. Teknik, U. Mulawarman, and K. G. Kelua, “Jurnal ‘ Teknologi Lingkungan ’ , Volume 2 Nomor 01 , Juni 2018 Teknik Lingkungan Universitas Mulawarman Jurnal ‘ Teknologi Lingkungan ’ , Volume 2 Nomor 01 , Juni 2018,” Teknologi Lingkungan, vol. 2, pp. 28–32, 2018.
S. Agustiani, Y. Tajul Arifin, A. Junaidi, S. Khotimatul Wildah, and A. Mustopa, “Klasifikasi Penyakit Daun Padi menggunakan Random Forest dan Color Histogram,” Jurnal Komputasi, vol. 10, no. 1, 2022, doi: 10.23960/komputasi.v10i1.2961.
M. P. KESUMA, L. Husin, and E. Mulyana, “Pengaruh Kearifan Lokal Terhadap Pendapatan Usahatani Padi Rawa Lebak Di Desa Jejawi Kecamatan Jejawi Kabupaten Ogan …,” 2022.
R. L. Atimi and Sartika, “Implementasi Forward Chaining Method untuk Analisis Klasifikasi Mineralogi Batuan Beku,” Jurnal Edukasi dan Penelitian Informatika, vol. 8, no. 1, pp. 80–86, 2022.
M. N. Ikhsanto, Mr. Sulistiyanto, and L. Nafisa, “PENERAPAN METODE FORWARD CHAINING UNTUK MENGIDENTIFIKASI HAMA DAN PENYAKIT TANAMAN PADI (Studi Kasus : Desa Purworejo Kec. Kotagajah Kab. Lampung Tengah),” International Research on Big-Data and Computer Technology: I-Robot, vol. 5, no. 1, pp. 48–53, 2022, doi: 10.53514/ir.v5i1.151.
H. T. Sihotang, F. Riandari, P. Buulolo, and H. Husain, “Sistem Pakar untuk Identifikasi Kandungan Formalin dan Boraks pada Makanan dengan Menggunakan Metode Certainty Factor,” MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer, vol. 21, no. 1, pp. 63–74, 2021, doi: 10.30812/matrik.v21i1.1364.
R. A. I. P. S. Agus Priyanto, “Sistem Pakar Berbasis Android Diagnosis Penyakit Hepatitis Menggunakan Metode Certainty Factor dengan Penelusuran Forward Chaining,” Jurnal Edukasi dan Penelitian Informatika, vol. 6, no. 3, pp. 393–400, 2020.
A. Anggrawan, S. Satuang, and M. N. Abdillah, “Sistem Pakar Diagnosis Penyakit Ayam Broiler Menggunakan Forward Chaining dan Certainty Factor,” MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer, vol. 20, no. 1, pp. 97–108, 2020, doi: 10.30812/matrik.v20i1.847.
D. Susanto, A. Fadlil, and Y. Anton, “Application of the Certainty Factor and Forward Chaining Methods to a Goat Disease Expert System,” vol. 6, no. 2, pp. 158–164, 2020, doi: https://doi.org/10.23917/khif.v6i2.10867.
D. Rosadi and A. Hamid, “Sistem Pakar Diagnosa Penyakit Tanaman Padi Menggunakan Metode Forward Chaining,” Jurnal Computech & Bisnis, vol. 8, no. 1, p. 43, 2014.
A. S. Ashidiqi, I. Widaningrum, and J. Karaman, “Implementation of The Certainty Factor Method in The Expert System For Early Diagnosis of Dyslexia in Childhood,” INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, vol. 7, no. 1, pp. 18–32, 2023, doi: 10.29407/intensif.v7i1.18433.
H. S. Arfajsyah, I. Permana, and F. N. Salisah, “Sistem Pakar Berbasis Android Untuk Diagnosa Penyakit Gigi Dan Mulut,” Jurnal Ilmiah Rekayasa dan Manajemen Sistem Informasi, vol. 4, no. 2, p. 110, 2018, doi: 10.24014/rmsi.v4i2.5678.
C. P. C. Munaiseche, D. R. Kaparang, and P. T. D. Rompas, “An Expert System for Diagnosing Eye Diseases using Forward Chaining Method,” IOP Conference Series: Materials Science and Engineering, vol. 306, no. 1, 2018, doi: 10.1088/1757-899X/306/1/012023.
S. Sholikhah, D. Kurniadi, and A. Riansyah, “Penerapan Metode Forward Chaining Pada Sistem Pakar Untuk Diagnosa Hama Dan Penyakit Padi,” Sultan Agung Fundamental Research Journal, vol. 2, no. 2, pp. 103–110, 2021, doi: http://dx.doi.org/10.30659/safrj.2.2.103-110.
Henderi, F. Al Khudhorie, G. Maulani, S. Millah, and V. T. Devana, “A Proposed Model Expert System for Disease Diagnosis in Children to Make Decisions in First Aid,” INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, vol. 6, no. 2, pp. 139–149, 2022, doi: 10.29407/intensif.v6i2.16912.
D. Hambali, “Jurnal tambora,” Jurnal Tambora, vol. 2, no. 2, pp. 45–54, 2017.
M. Firmansyah, M. Masrun, and I. D. K. Yudha S, “Esensi Perbedaan Metode Kualitatif Dan Kuantitatif,” Elastisitas - Jurnal Ekonomi Pembangunan, vol. 3, no. 2, pp. 156–159, 2021, doi: 10.29303/e-jep.v3i2.46.
R. Siti, “PENELITIAN KUALITATIF DAN KUANTITATIF (Pendekatan Penelitian Kualitatif dan Kuantitatif),” PANCAWAHANA: Jurnal Studi Islam, vol. 16, no. 1, pp. 1–13, 2021.
Aceng Abdul Wahid, “Analisis Metode Waterfall Untuk Pengembangan Sistem Informasi,” Jurnal Ilmu-ilmu Informatika dan Manajemen STMIK, no. November, pp. 1–5, 2020.
N. Hidayati and Sismadi, “February 2020 ISSN 2549-6824 ( Online ),” vol. 4, no. 1, 2020.
M. Andhika Dharmawan, S. Sucipto, R. Indriati, M. A. Dharmawan, R. Indriati, and S. Sucipto, “Implementasi Sistem Informasi Tugas Akhir Menggunakan Metode Classic Life Cycle,” in Semnasinotek, 2019, pp. 151–154.
S. Sucipto, F. B. Hariawan, V. Nurita, and A. G. Tammam, “Functional Database in Gateway-based Price Service System [Basis Data Fungsional dalam Sistem Pelayanan Harga berbasis Gateway],” Buletin Pos dan Telekomunikasi, vol. 16, no. 2, pp. 101–110, Dec. 2018, doi: 10.17933/bpostel.2018.160203.
S. Kurniawati and K. H. Mutaqin, “Eksplorasi dan uji senyawa bioaktif bakteri agensia hayati untuk pengendalian penyakit kresek pada padi,” J.HPT.Tropika, vol. 15, no. 2, pp. 170–179, 2015.
S. Yanti, Marlina, and Fikrinda, “Pengendalian Penyakit Hawar Daun Bakteri pada Padi Sawah Menggunakan Fungi Mikoriza,” Jurnal Agroecotania, vol. 1, no. 2, pp. 14–21, 2018.
T. Suganda, E. Yulia, F. Widiantini, and Hersanti, “Intensitas penyakit blas (Pyricularia oryzae Cav .) pada padi varietas Ciherang di lokasi endemik dan pengaruhnya terhadap kehilangan hasil [Disease intensity of blast disease (Pyricularia oryzae Cav.) of Ciherang rice variety at the endemic location and,” Jurnal Agrikultura, vol. 27, no. 3, pp. 154–159, 2016.
Copyright (c) 2024 Ahmad Habib, Muhamat Sunan, Roenardi Koesdijarto, Sajiyo Sajiyo, Elsen Ronando
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
1. Copyright on any article is retained by the author(s).
2. The author grants the journal, right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work’s authorship and initial publication in this journal.
3. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal’s published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
4. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
5. The article and any associated published material is distributed under the Creative Commons Attribution-ShareAlike 4.0 International License