SISTEM PAKAR DIAGNOSIS HAMA DAN PENYAKIT PADA TANAMAN KANGKUNG MENGGUNAKAN METODE FORWARD CHAINING
DOI:
https://doi.org/10.33020/saintekom.v12i2.321Keywords:
diagnosis, expert system, forward chaining, plant diseases, water spinachAbstract
The production of water spinach vegetable crops in 2020 in Central Java ranks 2nd in water spinach production, which is 29,108 tons. The amount of water in spinach production and the increased risk of being attacked by pests and diseases will be even more significant, and proper care is needed to improve the quality of water spinach. It takes an expert to convey knowledge about controlling pests and diseases that are good and right. From these problems, we developed a system to overcome the problem of water spinach plant disease. This expert system uses the forward chaining method. The results of this study are a pest and disease diagnosis system on water spinach using a website-based forward chaining method with accuracy testing using the confusion matrix method by testing 50 rules. Of 50 data, 45 are considered appropriate, and the results of 5 rules are not relevant, so the evaluation results of this expert system produce system accuracy with a percentage of 90%.
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References
Aeni, K. (2018). Penerapan Metode Forward Chaining Pada Sistem Pakar Untuk Diagnosa Hama Dan Penyakit Padi. Intensif, 2(1), 79. https://doi.org/10.29407/intensif.v2i1.11841.
Afandi, H., & Sulistyo, D. A. (2019). Sistem Pakar Untuk Diagnosa Hama dan Penyakit Pada Bunga Krisan Menggunakan Forward Chaining. Jurnal Ilmiah Teknologi Informasi Asia, 13(2), 101. https://doi.org/10.32815/jitika.v13i2.409.
Budiyantara, A., Irwansyah, I., Prengki, E., Pratama, P. A., & Wiliani, N. (2020). Komparasi Algoritma Decision Tree, Naive Bayes dan K-Nearest Neighbor untuk Memprediksi Mahasiswa Lulus Tepat Waktu. JITK (Jurnal Ilmu Pengetahuan Dan Teknologi Komputer), 5(2), 265–270. https://doi.org/10.33480/jitk.v5i2.1214.
Fitriani, M. A., & Febrianto, D. C. (2020). Penerapan Sistem Pakar untuk Diagnosa Penyakit dan Hama Tanaman Cabai dengan Metode Forward Chaining. Sainteks, 16(2), 159–164. https://doi.org/10.30595/st.v16i2.7133
Hardani, S. (2020). Diagnosa Penyakit Diabetes Dengan Metode Forward Chaining. JITK (Jurnal Ilmu Pengetahuan Dan Teknologi Komputer), 5(2), 231–236. https://doi.org/10.33480/jitk.v5i2.1132
Ibnu Akil. (2017). Analisa Efektifitas Metode Forward Chaining dan Backward Chaining Pada Sistem Pakar. Jurnal Pilar Nusa Mandiri, 13(1), 35.
Imron, I., Afidah, M. N., Nurhayati, M. S., Sulistiyah, S., & Fatmawati, F. (2019). Sistem Pakar Diagnosa Kerusakan Mesin Sepeda Motor Transmission Automatic dengan Metode Forward Chaining Studi Kasus: AHASS 00955 Mitra Perdana. Jurnal Ilmiah Universitas Batanghari Jambi, 19(3), 544. https://doi.org/10.33087/jiubj.v19i3.742
Karsito, & Susanti, S. (2019). Klasifikasi Kelayakan Peserta Pengajuan Kredit Rumah Dengan Algoritma Naïve Bayes di Perumahan Azzura Residencia. Jurnal Teknologi Pelita Bangsa, 9, 43–48.
Kurniawan, A., Sumijan, & Jufriadif Na’am. (2019). Sistem Pakar Identifikasi Modalitas Belajar Siswa Menggunakan Metode Forward Chaining. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 3(3), 518–523. https://doi.org/10.29207/resti.v3i3.1166
Kusbianto, D., Ardiansyah, R., & Hamadi, D. A. (2017). Implementasi Sistem Pakar Forward Chaining Untuk Identifikasi Dan Tindakan Perawatan Jerawat Wajah. Jurnal Informatika Polinema, 4(1), 71. https://doi.org/10.33795/jip.v4i1.147
Maulana, D. (2018). Raih Untung Dari Budidaya Kangkung. Trans Idea Publishing.
Mochammad, H. W. (2019). No Title. Binus.Ac.Id. https://binus.ac.id/bandung/2019/11/sistem-pakar-pada-era-industri-4-0
Mukhlisoh, N. A., Wibowo, N. S., & Irawan, T. B. (2016). Penerapan Metode Forward Chaining dalam Sistem Pakar untuk Menentukan Diagnosa Hama dan Penyakit Tanaman Tomat. Jurnal Ilmiah Inovasi, 15(1), 4–8. https://doi.org/10.25047/jii.v15i1.49
Nurjumala, A., Prasetyo, N. A., & Utomo, H. W. (2022). Sistem Pakar Diagnosis Penyakit Rhinitis Menggunakan Metode Forward Chaining Berbasis Web. Jurnal Riset Komputer), 9(1), 2407–389. https://doi.org/10.30865/jurikom.v9i1.3815
Pakpahan, A. V., & Doni, D. (2019). Implementasi Metode Forward Chaining untuk Mendiagnosis Organisme Pengganggu Tanaman (Opt) Kopi. Simetris: Jurnal Teknik Mesin, Elektro Dan Ilmu Komputer, 10(1), 117–126. https://doi.org/10.24176/simet.v10i1.2800
Produksi Tanaman Sayuran 2020. (2020). Badan Pusat Statistik. https://www.bps.go.id/indicator/55/61/1/produksi-tanaman-sayuran
Putra, H. W. (2019). Sistem Pakar Diagnosis Penyakit Ginjal Dengan Metode Forward Chaining. Jurnal Sains Dan Informatika, 5(1), 7. https://doi.org/10.22216/jsi.v5i1.4081
Putri, A. T., Santoso, B. S., Izzatillah, M., & Senjaya, R. (2015). Sistem Pakar Rekomendasi dan Larangan Makanan Berdasarkan Jenis Penyakit dengan Metode Forward Chaining. Citee 2015, September, 18–23.
Ridwansyah, R., Faizah, S., & Achyani, Y. E. (2021). Mengidentifikasi Jenis Virus Menggunakan Sistem Pakar Berbasis Metode Forward Chaining. Paradigma - Jurnal Komputer Dan Informatika, 23(1), 49–54. https://doi.org/10.31294/p.v23i1.10048
Saputri, S. D., & Ermatita, E. (2019). Credit Scoring Kelayakan Debitur Menggunakan Metode Hybrid ANN Backpropagation dan TOPSIS. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 3(1), 73–78. https://doi.org/10.29207/resti.v3i1.847
Sari, W. E., Maria, E., & Santoso, R. K. (2020). Deteksi Penyakit Dan Hama Tanaman Pepaya Menggunakan Metode Forward Chaining dan Best First Search. JOINTECS (Journal of Information Technology and Computer Science), 5(3), 185. https://doi.org/10.31328/jointecs.v5i3.1483
Syamsudin, D., Halundaka, Y. C. D., & Nugroho, A. (2020). Prediksi Status Konsumen Produk Celana Menggunakan Naïve Bayes. JOINTECS (Journal of Information Technology and Computer Science), 5(3), 177. https://doi.org/10.31328/jointecs.v5i3.1435
Wajidi, F., & Nur, D. N. (2021). Sistem Pakar Diagnosis Penyakit Stunting pada Balita menggunakan Metode Forward Chaining. Jurnal Informatika Universitas Pamulang, 6(2), 401–407.
Waliyansyah, R. R., Novita, M., & Aditasar, L. P. (2020). Sistem Pakar Penentuan Gaya Belajar Siswa Dengan Metode Forward Chaining Berbasis Web. IT Journal Research and Development, 5(1), 32–44. https://doi.org/10.25299/itjrd.2020.vol5(1).4740
Yanwardhana, E. (2021). Tanaman Hias & Benih Kangkung-Tomat RI Laris di Malaysia. CNBC Indonesia. https://www.cnbcindonesia.com/news/20210507121134-4-244051/top-tanaman-hias-benih-kangkung-tomat-ri-laris-di-malaysia
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