IMPLEMENTATION OF CERTAINTY FACTOR METHOD IN PEST AND DISEASE DIAGNOSIS IN HYDROPONIC PLANTS

  • Riski Afdhalis Syahreza Sistem Informasi, Sekolah Tinggi Manajemen Informatika dan Komputer Royal Kisaran, Indonesia
  • Jeperson Hutahaean Sistem Informasi, Sekolah Tinggi Manajemen Informatika dan Komputer Royal Kisaran, Indonesia
  • Afrisawati Sistem Informasi, Sekolah Tinggi Manajemen Informatika dan Komputer Royal Kisaran, Indonesia
Keywords: Certainty Factor, Disease, Expert System, Hydroponics, Pest

Abstract

Pest and disease attacks often occur in hydroponic plants so that many plants are damaged and result in losses for farmers or crop failure. The problem of pests and plant diseases is the main obstacle in increasing agricultural productivity, these conditions affect farmers' income and the provision of hydroponic plant food. The farmers do not know what types of pests and symptoms of diseases attack plants, making it difficult to handle diseases on hydroponic plants. Likewise for hydroponic plants located at the Agricultural Service of Asahan Regency which are attacked by pests, hydroponic experts say that the appearance of small leaf spots appears on the upper side of the leaves that damage hydroponic plants and because the cause of pests that cause disease in hydroponic plants is unknown, so farmers are hesitant to take countermeasures. An expert system is a computer program designed to make decisions such as decisions taken by an expert or expert. Therefore, an expert system with the Certainty Factor method is made in the diagnosis of pests and diseases in hydroponic plants. The purpose of this study was to apply the certanity factor method to diagnose pests and diseases in hydroponic plants. The results of the pest data test found spider mites with a confidence level of 79% and wet rot disease with a confidence level of 62%. The conclusion obtained is that the certainty factor method can detect early types of pests and diseases on hydroponic plants quickly and accurately.

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References

N. Sulardi and A. Witanti, “Sistem Pakar Untuk Diagnosis Penyakit Anemia Menggunakan Teorema Bayes,” J. Tek. Inform., vol. 1, no. 1, pp. 19–24, 2020, doi: 10.20884/1.jutif.2020.1.1.12.

R. N. Bugis, “Sistem Pakar Diagnosis Hama Dan Penyakit Pada Tanaman Kelapa Menggunakan Metode Certainty Factor Berbasis Website,” J. Mhs. Tek. Inform., vol. 3, no. 1, pp. 284–289, 2019.

R. Hariyanto and K. Sa’diyah, “Sistem Pakar Diagnosis Penyakit dan Hama Pada Tanaman Tebu Menggunakan Metode Certainty Factor,” JOINTECS (Journal Inf. Technol. Comput. Sci., vol. 3, no. 1, pp. 1–4, 2018, doi: 10.31328/jointecs.v3i1.500.

D. Iskandar, “SISTEM PAKAR MENDIAGNOSA PENYAKIT TANAMAN KOL MENGGUNAKAN METODE CERTAINTY FACTOR,” Pelita Inform. Budi Darma, vol. XVI, no. 2301–9425, pp. 31–38, 2017.

F. Magfira and G. W. Nurcahyo, “Sistem Pakar Menggunakan Metode Certainty Factor untuk Mengidentifikasi Penyakit pada Hewan Peliharaan,” J. Inf. dan Teknol., vol. 2, pp. 89–96, 2020, doi: 10.37034/jidt.v2i3.68.

Y. K. Kumarahadi, M. Z. Arifin, S. Pambudi, T. Prabowo, and K. Kusrini, “Sistem Pakar Identifikasi Jenis Kulit Wajah Dengan Metode Certainty Factor,” J. Teknol. Inf. dan Komun., vol. 8, no. 1, pp. 21–27, 2020, doi: 10.30646/tikomsin.v8i1.453.

D. Maulina, “Metode Certainty Factor Dalam Penerapan Sistem Pakar Diagnosa Penyakit Anak,” J. Inf. Syst. Manag., vol. 2, no. 1, pp. 23–32, 2020, doi: 10.24076/joism.2020v2i1.171.

S. Alim and P. P. Lestari, “SISTEM PAKAR DIAGNOSA PENYAKIT TANAMAN KAKAO MENGGUNAKAN METODE CERTAINTY FACTOR PADA KELOMPOK TANI PT OLAM INDONESIA ( COCOA ) CABANG LAMPUNG,” vol. 1, no. 4, pp. 26–31, 2020.

L. F. Putri, “Perancangan Aplikasi Sistem Pakar Penyakit Roseola Dengan Menggunakan Metode Certainty Factor,” J. Sist. Komput. dan Inform., vol. 1, no. 2, p. 107, 2020, doi: 10.30865/json.v1i2.1956.

R. Tama, A. Agus, M. D. Sena, P. Studi, and S. Informasi, “EXPERT SYSTEM FOR NUTRITION DEFICIENCY DIAGNOSIS IN HYDROPONIC,” J. Tek. Inform., vol. 3, no. 3, 2022.

I. Nugraha and M. Siddik, “Penerapan Metode Case Based Reasoning (CBR) Dalam Sistem Pakar Untuk Menentukan Diagnosa Penyakit Pada Tanaman Hidroponik,” J. Mhs. Apl. Teknol. Komput. dan Inf., vol. 2, no. 2, pp. 91–96, 2020.

L. Riyadi and Samsudin, “Sistem Pakar Diagnosa Penyakit Ayam Berbasis Web Menggunakan Metode Forward Dan Backword Chaining,” J. Sist., vol. 5, no. 3, pp. 29–35, 2016.

A. P. Gusman, D. Maulida, and E. Rianti, “Sistem Pakar Diagnosa Penyakit Kista Ovarium dengan Metode Forward Chaining,” J. KomtekInfo, vol. 6, no. 1, pp. 8–18, 2019, doi: 10.35134/komtekinfo.v6i1.37.

R. Ramadhan, I. F. Astuti, and D. Cahyadi, “SISTEM PAKAR DIAGNOSIS PENYAKIT KULIT PADA KUCING PERSIA MENGGUNAKAN METODE CERTAINTY FACTOR,” Pros. Semin. Ilmu Komput. dan Teknol. Inf., vol. 2, no. 1, 2017.

R. I. Borman, R. Napianto, P. Nurlandari1, and Z. Abidin, “Implementasi certainty factor dalam mengatasi ketidakpastian pada sistem pakar diagnosa penyakit kuda laut,” JURTEKSI (Jurnal Teknol. dan Sist. Informasi), vol. VII, no. 1, pp. 1–8, 2020.

M. Arifin, Slamin, and W. E. Y. Retnani, “Penerapan Metode Certainty Factor Untuk Sistem Pakar Diagnosis Hama Dan Penyakit Pada Tanaman Tembakau,” SAINSTEK, vol. 1, no. 1, pp. 21–28, 2017.

Published
2023-02-10
How to Cite
[1]
R. A. Syahreza, J. Hutahaean, and A. Afrisawati, “IMPLEMENTATION OF CERTAINTY FACTOR METHOD IN PEST AND DISEASE DIAGNOSIS IN HYDROPONIC PLANTS ”, J. Tek. Inform. (JUTIF), vol. 4, no. 1, pp. 235-246, Feb. 2023.