Expert System for Diagnosis of Diseases and Pests in Banana Plants Using Web-Based Certainty Factor Methods
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Published:
May 1, 2021
Keywords:
Certainty factor(CF), disease diagnosis, banana plants
Section
Computer Science
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Abstract
At this time, banana farmers have experienced a lot of decline due to banana diseases that have been identified too late. This is due to the banana farmers' lack of knowledge regarding the symptoms that appear in banana plants, making it difficult for farmers to distinguish between diseases that infest their crops. As one solution to the existing problems, efforts have been made to build an expert system that can identify banana plant diseases. In this study, the proposed expert system uses the method of certainty factors as a measure of the certainty of the disease being suffered in banana plants. In the application of simulation tests 30 diseases out of 85 symptoms found results with an accuracy rate of about 76.6%.
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How to Cite
Firdaus (2021) “Expert System for Diagnosis of Diseases and Pests in Banana Plants Using Web-Based Certainty Factor Methods”, Jurnal Mantik, 5(1), pp. 238-246. doi: 10.35335/mantik.Vol5.2021.1308.pp238-246.
References
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[5] S. Rahmad and H. H. Sobir, “Buku Ajar Teknologi Sehat Budidaya Pisang: Dari Benih Sampai Pasca Panen,” Pus. Kaji. Hortik. Trop. LPPM-IPB, 2012.
[6] Y. Permana, I. G. P. S. Wijaya, and F. Bimantoro, “Sistem Pakar Diagnosis Penyakit Mata Menggunakan Metode Certainty factor Berbasis Android,” J. Comput. Sci. Informatics Eng., vol. 1, no. 1, pp. 1–10, 2017.
[7] S. Sibagariang, “Sistem Pakar Diagnosis Penyakit Sapi Dengan Metode Certainty factor Berbasis Android,” J. Times, vol. 4, no. 2, pp. 35–39, 2016.
[8] F. Riandari, “Sistem Pakar Mendiagnosis Penyakit Kulit Wajah Menggunakan Metode Certainty factor,” J. Mantik Penusa, vol. 1, no. 2, 2017.
[9] 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. 29–32, 2018.
[10] F. Wulandari and I. Yuliandri, “Diagnosis gangguan gizi menggunakan metode certainty factor,” J. Sains dan Teknol. Ind., vol. 11, no. 2, pp. 305–313, 2014.
[11] A. Yatiman, “IMPLEMENTASI CERTAINTY FACTOR PADA DIAGNOSIS PENYAKIT MATA.” UNIVERSITAS MUHAMMADIYAH PURWOKERTO, 2016.
[12] M. Y. Simargolang and S. Rahmawati, “Aplikasi Pendiagnosis Penyakit Mata Dengan Menggunakan Metode Certainty factor,” JurTI (Jurnal Teknol. Informasi), vol. 2, no. 1, pp. 85–95, 2018.
[13] M. S. AL AYYUBI, “SISTEM PAKAR IDENTIFIKASI BERDASARKAN GEJALA PENYAKIT TANAMAN PISANG MENGGUNAKAN METODE TEOREMA BAYES BERBASIS ANDROID,” 2019.
[14] R. S. Pressman, “Software Engineering-A Practitioner?s Approach.” McGraw-Hill, 2010.
[15] S. Halim and S. Hansun, “Penerapan metode Certainty factor dalam sistem pakar pendeteksi resiko osteoporosis dan osteoarthritis,” Ultim. Comput. J. Sist. Komput., vol. 7, no. 2, pp. 59–69, 2015.
[16] S. Yastita, Y. D. Lulu, and R. P. Sari, “Sistem Pakar Penyakit Kulit Pada Manusia Menggunakan Metode Certainty factor Berbasis Web,” 2012.
[17] M. Arifin, S. Slamin, and W. E. Y. Retnani, “Penerapan Metode Certainty factor Untuk Sistem Pakar Diagnosis Hama Dan Penyakit Pada Tanaman Tembakau,” Berk. Sainstek, vol. 5, no. 1, pp. 21–28, 2017.
[18] T. Winanto, Y. R. W. Utami, and S. H. Fitriasih, “Sistem pakar diagnosis hama dan penyakit tanaman cabai besar menggunakan metode certainty factor,” J. Ilm. SINUS, vol. 15, no. 2, 2017.
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