Sistem Pakar Diagnosis Penyakit Tanaman Jagung dengan Metode Certainty Factor untuk Meningkatkan Produktivitas Petani
Abstract
Corn is an important commodity in Indonesia after rice and has great potential to be developed as a primary food source. However, corn productivity is often disrupted by pests and diseases. Farmers often have difficulty in identifying and overcoming these problems due to limited knowledge and access to appropriate solutions. This study develops an Expert System for Diagnosing Corn Plant Diseases using the Certainty Factor (CF) method to assist farmers in diagnosing and overcoming pest and disease problems in corn plants. The Certainty Factor method is used to measure the level of expert confidence in the relationship between observed symptoms and the likelihood of disease occurring. This system is designed to provide a diagnosis based on symptom input provided by the user, with a confidence level calculated using a combination of CF values from the inputted symptoms. In testing this system, several cases of corn disease diagnosis were tested using the collected symptom data. The results of system testing on users through the User Acceptance Test (UAT) showed a very good level of acceptance, with a percentage of 94.75%. This system is expected to be an effective tool for corn farmers in increasing their crop productivity in a more efficient and accurate way. Thus, this system has proven to be effective as a tool for farmers to identify and overcome corn plant disease problems more precisely and efficiently.
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F. Melia, F. M. Aldian, M. S. F. Pahlevi, R. N. I. Risqullah, and S. Oktaffiani, “PERAN PEMERINTAH DALAM MENINGKATKAN VOLUME EKSPOR JAGUNG,” JURNAL ECONOMINA, vol. 2, no. 1, 2023, doi: 10.55681/economina.v2i1.287.
M. I. Rosadi and M. Lutfi, “Identifikasi Jenis Penyakit Daun Jagung Menggunakan Deep Learning Pre-Trained Model,” Jurnal Kelautas dan Aplikasi Teknik Informatika, vol. 13, 2019.
S. Widi, “Produksi Jagung Indonesia Capai 22,5 Juta Ton pada 2020,” dataindonesia.id. Accessed: Mar. 12, 2024. [Online]. Available: https://dataindonesia.id/agribisnis-kehutanan/detail/produksi-jagung-indonesia-capai-225-juta-ton-pada-2020
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,” Jurnal Data Mining dan Sistem Informasi, vol. 1, no. 1, 2020, doi: 10.33365/jdmsi.v1i1.798.
P. Rosyani, “Penilaian Kinerja Karyawan Berprestasi Dengan Metode Simple Additive Weighting,” International Journal of Artificial Intelligence, vol. 6, no. 1, 2019, doi: 10.36079/lamintang.ijai-0601.34.
Z. Panjaitan, H. Hafizah, R. I. Ginting, and A. Amrullah, “Perbandingan Metode Certainty Factor dan Theorema Bayes dalam Mendiagnosa Penyakit Kandidiasis pada Manusia Menggunakan Metode Perbandingan Eksponensial,” JURNAL MEDIA INFORMATIKA BUDIDARMA, vol. 5, no. 3, 2021, doi: 10.30865/mib.v5i3.3078.
S. Handayani, I. Zulfa, and H. Gemasih, “SISTEM PAKAR PERAWATAN TANAMAN STROBERI MENGGUNAKA METODE CERTAINTY FACTOR BERBASIS WEB,” Jurnal Teknik Informatika dan Elektro, vol. 5, no. 1, 2022, doi: 10.55542/jurtie.v4i1.434.
P. Zahiroh and I. Susilawati, “Sistem Pakar Identifikasi Hama Dan Penyakit Pada Umbi Porang Dengan Metode Certainty Factor,” Jurnal Information Sysmtem & Artificial Intelligence, vol. 3, 2022.
N. Irfan Yahya, S. Lestanti, and S. Nur Budiman, “SISTEM PAKAR DIAGNOSIS HAMA DAN PENYAKIT TANAMAN AGLAONEMA MENGGUNAKAN METODE CERTAINTY FACTOR,” JATI (Jurnal Mahasiswa Teknik Informatika), vol. 6, no. 2, 2022, doi: 10.36040/jati.v6i2.5647.
S. Ariesta Indarwati and I. Susilawati, “Sistem Pakar Diagnosa Penyakit Pada Tanaman Cabai Merah Menggunakan Metode Certainty Factor Dan Weighted Berbasis Web,” Journal Of Information System And Artificial Intelligence, vol. 2, no. 2, 2022, doi: 10.26486/jisai.v2i2.75.
D. Kurniawan, W. Apriandari, and A. Pambudi, “Sistem Pakar Diagnosa Hama Penyakit Tanaman Jambu Kristal Penerapan Metode Certainty Factor,” Bit (Fakultas Teknologi Informasi Universitas Budi Luhur), vol. 20, no. 2, 2023, doi: 10.36080/bit.v20i2.2462.
A. Prasetia and T. Ardiansah, “Sistem Pakar Diagnosa Penyakit Mata Menggunakan Metode Certainty Factor ,” Journal of Information System Research (JOSH), vol. 5, no. 2, pp. 405–415, 2024.
O. Saputra, I. Fitri, and E. T. Esti Handayani, “Sistem Pakar Diagnosa Kerusakan Hardware Komputer Menggunakan Metode Forward Chaining dan Certainty Factor Berbasis Website,” Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), vol. 6, no. 2, 2022, doi: 10.35870/jtik.v6i2.416.
I. R. Yansyah and S. Sumijan, “Sistem Pakar Metode Forward Chaining untuk Mengukur Keparahan Penyakit Gigi dan Mulut,” Jurnal Sistim Informasi dan Teknologi, 2021, doi: 10.37034/jsisfotek.v3i2.42.
E. Wahyu Sholeha, B. Sabella, W. Kusrini, and S. Komalasari, “Sistem Pakar Penyakit Kesehatan Mental Remaja Menggunakan Metode Forward Chaining Dan Certainty Factor,” Kumpulan jurnal Ilmu Komputer (KLIK), vol. 10, no. 1, 2023.
H. Fahmi, “Sistem Pakar Mendiagnosa Penyakit Mata KatarakDengan Metode Certainty Factor Berbasis Web,” MATICS, vol. 11, no. 1, 2019, doi: 10.18860/mat.v11i1.7673.
V. W. Sari, M. Zunaidi, A. H. Nasyuha, and M. Marsono, “Penerapan Metode Dempster Shafer Untuk Diagnosa Penyakit Batu Karang,” JURNAL MEDIA INFORMATIKA BUDIDARMA, vol. 6, no. 3, 2022, doi: 10.30865/mib.v6i3.4140.
D. Aprilia and D. A. Dermawan, “Pengembangan Sistem Informasi Point of Sales (POS) Berbasis Website Menggunakan Metode Prototype dengan Pengujian UAT,” E-Journal UNESA, vol. 16, no. 1, 2024.
E. L. Hady, K. Haryono, and N. W. Rahayu, “User Acceptance Testing (UAT) pada Purwarupa Sistem Tabungan Santri (Studi Kasus: Pondok Pesantren Al-Mawaddah)School),” Jurnal Ilmiah Multimedia dan Komunikasi, vol. 5, no. 1, 2020.
I. D. G. S. P. Erlangga, S. Sugiarto, and A. L. Nurlaili, “PENGUJIAN USER ACCEPTANCE TEST PADA APLIKASI BANGBELI:(STUDI KASUS: PT. DOA ANAK DIGITAL),” Jurnal Informatika Dan Tekonologi Komputer (JITEK), vol. 3, no. 3, pp. 213–219, 2023.
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