Penerapan Metode Forward Chaining dan Naïve Bayes Untuk Mendiagnosa Penyakit Tanaman Kakao
DOI:
https://doi.org/10.30865/mib.v5i3.3096Keywords:
Expert System, Forward Chaining, Naïve Bayes, Cocoa Plant Diseases, Web BasedAbstract
Cocoa is one of the many plantation products in Indonesia which has considerable economic value, and has plantation land and its production each year has increased significantly. The lack of agricultural extension experts in providing direction, guidance, and information dissemination about the development of cocoa plant diseases faced by the cultivators of these plants can have an impact on the cultivators. The method used in this research is the forward chaining and naïve Bayes method. This system is expected to be useful for users in diagnosing cocoa diseases independently, of course easily and efficiently without having to require experts in their fields, with reference to the results and discussions carried out, the accuracy of this system has an accuracy value of about 95% in carrying out the diagnosisReferences
Lasmiati, “SISTEM PAKAR DIAGNOSA PENYAKIT TANAMAN KAKAO MENGGUNAKAN METODE FORWARD CHAINING BERBASIS ANDROID,†J. Perencanaan, Sains, Teknol. dan Komput., vol. 3, no. 2, pp. 532–538.
O. Pahlevi and M. K. Atmojo, “Application of Expert System for Diagnosing Diseases Cocoa Plants Using the Forward Chaining Algorithm Method,†SinkrOn, vol. 4, no. 2, p. 10, 2020, doi: 10.33395/sinkron.v4i2.10481.
V. Ariandi, H. Kurnia, Heriyanto, and H. Marry, “Expert system for disease diagnosis in cocoa plant using android-based forward chaining method,†J. Phys. Conf. Ser., vol. 1339, no. 1, pp. 0–7, 2019, doi: 10.1088/1742-6596/1339/1/012009.
A. Franz, “Expert System for Diagnosing Diseases Cocoa Using the Dempster Shafer Method,†Tepian, vol. 1, no. 1, pp. 35–43, 2020.
S. Alim, P. P. Lestari, and R. Rusliyawati, “Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor Pada Kelompok Tani Pt Olam Indonesia (Cocoa) Cabang Lampung,†J. Data Min. dan Sist. Inf., vol. 1, no. 1, p. 26, 2020, doi: 10.33365/jdmsi.v1i1.798.
R. Sulaehani, “Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Case Base Reasoning (Cbr) Pada Kelompok Tani Gapoktan Desa Makarti Jaya,†Simtek J. Sist. Inf. dan Tek. Komput., vol. 4, no. 1, pp. 74–83, 2019, doi: 10.51876/simtek.v4i1.51.
G. A. Rianty and Taufiq, “Sistem Pakar Diagnosa Penyakit Tanaman Kakao Dengan Metode Breadth First Search,†2016.
S. Hawa, Abdullah, and Usman, “Sistem Pakar Diagnosa Penyakit Pada Tanaman Kakao Menggunakan Metode Forward Chaining (Studi Kasus Dinas Perkebunan Indragiri Hilir),†Sistemasi, vol. 4, no. 2, pp. 1–8, 2015.
A. Syarifudin et al., “Sistem Pakar Diagnosis Penyakit Pada Tanaman Jagung Menggunakan Metode Naive Bayes Berbasis Android,†Semesta Tek., vol. 21, no. 2, pp. 1492–1500, 2018.
A. Syahrawardi, N. Hidayat, and D. Sihombing, “Sistem Pakar Diagnosis Hama-Penyakit Pada Tanaman Sedap Malam Menggunakan Metode Naïve Bayes-Certainty Factor Berbasis Android,†J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 2, no. 1, pp. 153–160, 2018.
M. Syarief, A. Mukminin, N. Prastiti, and W. Setiawan, “Penerapan Metode Naïve Bayes Classifier Untuk,†Nero, vol. 3, no. 1, pp. 61–68, 2017.
A. P. Acihmah Sidauruk, “SISTEM PAKAR DIAGNOSA PENYAKIT TANAMAN KELAPA SAWIT MENGGUNAKAN TEOREMA BAYES,†J. Ilm. DASI, vol. 18, no. 1, pp. 51–56, 2017.
A. Setiawan, N. Hidayat, and R. K. Dewi, “Sistem Pakar Diagnosis Penyakit Tanaman Cengkeh Menggunakan Metode Naive Bayes,†Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 2, no. 10, pp. 4034–4038, 2018.
P. M. S. Simanjuntak, E. Santoso, and Tibyani, “Sistem Pakar Diagnosa Penyakit Gigi dan Mulut Menggunakan Metode Naive Bayes - Weighted Product,†J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 2, no. 12, pp. 6952–6958, 2018.
V. P. Dewa, A. Pujianto, and M. H. Putra, “Sistem Pakar Diagnosa Penyakit Buah Nanas Menggunakan Algoritma Bayes Berbasis Web,†Semin. Nas. Teknol. Inf. dan Multimed. 2017, pp. 43–48, 2017.
N. A. Umayah Indah Fitri; Maharani, Septya, “Sistem Pakar Untuk Mendiagnosa Penyakit Pada Tanaman Kakao Menggunakan Metode Teorema Bayes,†Pros. SAKTI (Seminar Ilmu Komput. dan Teknol. Informasi), vol. 3, no. 2, pp. 72–75, 2018, [Online]. Available: http://e-journals.unmul.ac.id/index.php/SAKTI/article/view/1839.
A. T. Sumpala and M. N. Sutoyo, “Sistem Pakar Untuk Mendiagnosa Hama Penyakit Tanaman Padi Menggunakan Metode Forward Chaining Dan Certainty Factor,†Prosding Semin. Nas., no. November, pp. 261–267, 2018.
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