Application of Artificial Intelligence In The Detection Of Plant Diseases (Clubroot)
Abstract
Indonesia is a tropical country with diverse flora and fauna stretching from west to east. One of the cabbage plants grown in Indonesia has many benefits for human health. Cabbage plants are susceptible to diseases such as pests and pathogens. One of them is clubroot disease, which causes the plant not to grow and develop. Based on the above problems, it is necessary to have a system to support farmers in the scientific field of expert systems that uses the Certainty Factor method to diagnose the nature of clubroot disease. It is hoped that this system can provide information more quickly on whether or not cabbage plants have clubroot disease. The results of this study represent an integrated system capable of solving problems in cabbage plants, especially in the diagnosis of clubroot disease. It is hoped that the applied system can be further developed together with technological developments
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References
M. Iswan, M. Syaifuddin, and R. F. Wijaya, “The Effectiveness of Smart Learning Based on Expert Systems in Cryptography Courses,” J. Teknol. Dan Open Source, vol. 4, no. 2, pp. 205–215, 2021, doi: 10.36378/jtos.v4i2.1795.
P. S. Agroekoteknologi, F. Pertanian, and U. Udayana, “Pengaruh Aplikasi Pseudomonas fluorescens dan Trichoderma spp . terhadap Penyakit Akar Gada serta Pertumbuhan Tanaman Kubis ( Brassica oleracea L .) di Desa Candikuning , Tabanan , Bali,” vol. 7, no. 4, pp. 520–531, 2018.
N. I. Putu and M. Seni, “Pengaruh Inokulasi Trichoderma sp . Indigenus terhadap Penyakit Akar Gada dan Pertumbuhan Tanaman Kubis ( Brassica oleracea L .),” vol. 6, no. 4, pp. 423–432, 2017.
S. Suminten and R. Rani, “Sistem Pakar Diagnosa Kerusakan Laptop Menggunakan Metode Forward Chaining,” J. RESTI (Rekayasa Sist. dan Teknol. Informasi), vol. 2, no. 3, 2018, doi: 10.29207/resti.v2i3.468.
M. F. Rosi and B. H. Prakoso, “Sistem Pakar Diagnosa Penyakit Tanaman Bawang Merah Menggunakan Metode Certainty Factor,” BIOS J. Teknol. Inf. dan Rekayasa Komput., vol. 1, no. 1, pp. 20–27, 2020, doi: 10.37148/bios.v1i1.5.
G. R. P. Dirgantara, Suprapto, and B. Rahayudi, “Implementasi Metode Certainty Factor pada Identifikasi Kerusakan Kendaraan Bermotor Roda Dua,” Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 2, no. 6, pp. 2046–2050, 2017.
A. H. Aji, M. T. Furqon, and A. W. Widodo, “Sistem Pakar Diagnosa Penyakit Ibu Hamil Menggunakan Metode Certainty Factor ( CF ),” vol. 2, no. 5, pp. 2127–2134, 2018.
Styawati, "A Support Vector Machine-Firefly Algorithm for Movie Opinion Data Classification," Indonesian Journal of Computing and Cyberetics Systems, vol. 3, no. 13, 2019.
A. Johar, F. F. C, and H. Sakdiah, “WEBSITE SISTEM PAKAR IDENTIFIKASI ORGAN TUBUH BAGIAN DALAM DENGAN DIAGNOSA MEDIA TANGAN MENGGUNAKAN METODE CERTAINTY FACTOR ( Studi Kasus : Rumah Bekam Amal AhsanKota Bengkulu ),” vol. 8, no. 1, pp. 81–89, 2020.
H. Sulistiani and K. Muladi, "Penerapan Metode Certainly Factor dalam Mendeteksi Penyakit Tanaman Karet," Jurnal Pendidikan Teknologi dan Kejuruan, vol. 15, no. 1, pp. 51-59, 2018..
N. N. Darmiati and I. M. Sudarma, “Keragaman Mikoflora Tanah Supresif Dalam Mengendalikan Penyakit Akar Gada Pada Tanaman Kubis (Brassica Oleracea L.),” ECOTROPHIC J. Ilmu Lingkung. (Journal Environ. Sci., vol. 11, no. 1, p. 70, 2017, doi: 10.24843/ejes.2017.v11.i01.p11.
Saputra, Kana, and Mochammad Iswan Perangin-Angin. "Klasifikasi Tanaman Obat Berdasarkan Ekstraksi Fitur Morfologi Daun Menggunakan Jaringan Syaraf Tiruan." Jurnal Informatika 5.2 (2018): 169-174.
Perangin-angin, Moch Iswan, and Indrati Kusumaningrum Ambiyar. "The Effectiveness of Project-Based Blended Learning Models in Cryptography Courses." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12.14 (2021): 3557-3568.
Sembiring, Ade Setiawan, et al. "Implementation of Certainty Factor Method for Expert System." Journal of Physics: Conference Series. Vol. 1255. No. 1. IOP Publishing, 2019.
Borman, Rohmat Indra, et al. "Implementasi Certainty Factor Dalam Mengatasi Ketidakpastian Pada Sistem Pakar Diagnosa Penyakit Kuda Laut." Jurteksi (Jurnal Teknologi Dan Sistem Informasi) 7.1 (2020): 1-8.
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