Expert System for Early Detection of Disease in Corn Plant Using Naive Bayes Method Expert System for Early Detection of Disease in Corn Plant Using Naive Bayes Method
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Published:
Feb 1, 2020
Keywords:
Expert System, Corn Disease, Naive Bayes, Early Detection
Section
Computer Science
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Abstract
Corn is a third main plant after the paddies and squeeze in the world, and occupied a second position after the paddies in indonesia. Corn grows both good in the hot areas and cold with the rainfall and irrigation. But it's often dealing with a corn peasants Other than the pest is less information about the disease that attacked corn plants so that cause productivity becomes reduced. The expert - based expert system that has been built with framework php is the codeigniter and MySQL As the databases and methods used in detecting initial disease on the corn plant is Naïve Bayes. The result in the probation is a prodial by a disease on the corn plant is being used as a probe for decision for the farmers'decision. The system that has been built is expected to help the peasants in determine and Choose the right handling and according to the level of 92% of the system.
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How to Cite
Budianto, B., Fitri, I. and Winarsih, W. (2020) “Expert System for Early Detection of Disease in Corn Plant Using Naive Bayes Method: Expert System for Early Detection of Disease in Corn Plant Using Naive Bayes Method”, Jurnal Mantik, 3(4), pp. 308-317. Available at: https://iocscience.org/ejournal/index.php/mantik/article/view/568 (Accessed: 4May2026).
References
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[3] M. T. Effendi, N. Hidayat and R. K. Dewi, "Sistem Diagnosis Penyakit Tumbuhan Mangga Menggunakan Metode Naive Bayes," Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 3, no. 4, pp. 3896-3902, 2019.
[4] M. Syarief, A. M. Novi Prastiti and W. Setiawan, "Penerapan Metode Naive Bayes Classifier Untuk Deteksi Penyakit Tanaman Jagung," Jurnal Ilmiah NERO, vol. 3, no. 1, 2017.
[5] A. Setiawan, N. Hidayat and R. K. Dewi, "Sistem Pakar Diagnosis Penyakit Tanaman Cengkeh Menggunakan Metode Naive Bayes (Studi Kasus Kecamatan Wonosalam, Jombang)," Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 2, no. 10, pp. 4034-4038, 2018.
[6] L. Suada, "Sistem Pakar Identifikasi Hama Dan Penyakit Tanaman Tebu Menggunakan Metode Naive Bayes," 2017.
[7] Jaroji, A. H. Sianturi, M. and M. K. Nilam Sari, "Sistem Pakar Pedia Untuk Pertanian Indonesia Berbasis Android Dengan Menerapkan Metode Naive Bayes," Jurnal Sistem Informasi, vol. 8, no. 3, 2019.
[8] A. A. Muslim, R. Arnie and Sushermanto, "Sistem Pakar Diagnosa Hama Dan Penyakit Cabai Berbasis Teorama Bayes," JUSTISI, vol. 4, no. 3, 2016.
[9] V. P. Dewa, A. Pujianto and M. H. Putra, "Sistem Pakar Diagnosa Penyakit Buah Nanas Menggunakan Algoritma Bayes Berbasis Web," Seminar Nasional Teknologi Informasi dan Multimedia, 2017.
[10] Hartatik and I. K. Putra Yasa, "Sistem Pakar Untuk Mendeteksi Hama Tanaman Jahe Menggunakan Teorama Bayes," Jurnal Ilmiah DASI, vol. 16, no. 2, 2016.
[11] D. N. Ilham, H. and R. A. Candra, "Analisa Perbandingan Penerapan Metode Bayes Dan Certainty Factor Untuk Mendiagnosa Penyakit Kakao," Jurnal Manajemen Informatika & Komputerisasi Akuntansi, vol. 3, no. 1, 2019.
[12] R. Ristandi, N. Hidayat and M. A. Fauzi, "Pemodelan Sistem Pakar Diagnosa Hama - Penyakit Pada Tanaman Bawang Merah Menggunakan Metode Naive Bayes," Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, 2018.
[13] A. Riswansyah, Sumiati, Harsiti and E. Safaah, "Diagnosa Hama Dan Penyakit Tanaman Padi Menggunakan Metode Bayes," Seminar Nasional Riset Terapan, 2017.
[14] K. Robindro, K. Nilakanta, A. Das and D. N. , "Decision Support System for Rice Plant Disease Diagnosis using Naïve Bayes’ Algorithm," International Journal of Scientific Research, vol. 3, no. 7, 2017.
[15] A. D. Mengistu, D. M. Alemayehu and S. G. Mengistu, "Ethiopia Coffee Plant Diseases Recognition Base on Imaging and Machine Learning Techniques," International Journal of Database Theory and Application, vol. 9, no. 4, pp. 79-88, 2017.
[16] M. Nababan, Y. Laia, D. Sitanggang, O. Sihombing, E. Indra, S. Siregar, W. Purba and R. Mancur, "The diagnose of oil palm disease using Naive Bayes Method based on Expert System Technology," Journal of Physics, 2018.
[17] S. A. Pattekari and A. Parveen, "Prediction System For Heart Disease Using Naive Bayes," International Journal of Advanced Computer and Mathematical Sciences, vol. 3, no. 3, 2012.
[18] R. Kurniawan, N. Yanti, M. Z. Ahmad Narzi and Z. , "Expert Systems for Self-Diagnosing of Eye Diseases Using Naive Bayes," International Conference of Advanced Informatics: Concept, Theory, and Applcation (ICAICTA), 2014.
[19] W. Wakman and Burhanudin, Pengelolaan Penyait Prapanen Jagung, Balai Penelitian Tanaman Serelia, 2016.
[20] M. S. Sudjono, "Penyakit Jagung dan Pengendaliannya," Balai Penelitian Tanaman Pangan Bogor, Bogor, 2015.