Sistem Pakar Diagnosa Penyakit dan Hama Tanaman Pepaya Menggunakan Metode Forward Chaining dan Naïve Bayes

Aldo Rio Prayoga(1*), M. Iwan Wahyuddin(2), A Andrianingsih(3),

(1) Universitas Nasional
(2) Universitas Nasional
(3) Universitas Nasional
(*) Corresponding Author

Abstract


Papaya is an agricultural product that can be grown anywhere. This causes papayas to be susceptible to pests and diseases, which can cause delays in the harvest period. So we need an expert system application that can help diagnose pests and diseases in papaya so that it can make it easier for papaya plant cultivators. The research has a goal to create an expert system application that can provide information on papaya plant diseases and can make it easier to diagnose diseases that exist in papaya and can be accessed easily anywhere by the public. This system is designed using Forward Chaining and Naïvei Bayes Methods. This expert system application is expected to make it easier for users to diagnose diseases and pests on papaya plants without having to require experts directly, based on the discussion and results in this research, the accuracy value of this expert system application has an accuracy value of 95% in diagnosing diseases and pests on papaya plants.

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References


K. Ummi, E. Kurniawan, S. P. Utama, J. K. L. Yos, and S. Km, “Penerapan Certainty Factor Dalam Sistem Pakar Mendiagnosa Hama Dan Penyakit Tanaman Papaya,” 2014.

N. Politeknik et al., “Sistem Pakar Diagnosis Penyakit Pada Tanaman Pepaya Menggunakan Metode Backward Chaining Berbasis Web.”

S. Keputusan Dirjen Penguatan Riset dan Pengembangan Ristek Dikti et al., “Terakreditasi SINTA Peringkat 4 Deteksi Penyakit Dan Hama Tanaman Pepaya Menggunakan Metode Forward Chaining dan Best First Search,” 2018.

M. Hana Maulinda, Ria Arafiyah, “Rancang Bangun Sistem Pakar Diagnosa Penyakit Gigi dan Mulut Menggunakan Metode Forward Chaining dan Naive Bayes Berbasis Web,” J. Chem. Inf. Model., vol. 53, no. 9, pp. 1689–1699, 2019.

Y. Yuliyana and A. S. R. M. Sinaga, “Sistem Pakar Diagnosa Penyakit Gigi Menggunakan Metode Naive Bayes,” Fountain Informatics J., vol. 4, no. 1, p. 19, May 2019, doi: 10.21111/fij.v4i1.3019.

A. Syarifudin, N. Hidayat, and L. Fanani, “Sistem Pakar Diagnosis Penyakit Pada Tanaman Jagung Menggunakan Metode Naive Bayes Berbasis Android,” 2018. [Online]. Available: http://j-ptiik.ub.ac.id.

S. Rahmatullah and R. Mawarni, “Diagnosis Of Skin Diseases In Toddlers Using Naïve Bayes And Forward Chaining Methods.”

T. Cabai et al., “Rancang Bangun Sistem Pakar Untuk Mendiagnosis,” J. Rekayasa Dan Manaj. Sist. Inf., vol. 2, no. 2, 2016.

C. P. C. Munaiseche, D. R. Kaparang, and P. T. D. Rompas, “An Expert System for Diagnosing Eye Diseases using Forward Chaining Method,” IOP Conf. Ser. Mater. Sci. Eng., vol. 306, no. 1, 2018, doi: 10.1088/1757-899X/306/1/012023.

S. Nurajizah and M. Saputra, “Sistem Pakar Berbasis Android Untuk Diagnosa Penyakit Kulit Kucing Dengan Metode Forward Chaining,” None, vol. 14, no. 1, pp. 7–14, 2018.




DOI: http://dx.doi.org/10.30645/j-sakti.v5i2.376

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