Sistem Pakar Deteksi Penyakit Bawang Merah dengan Metode Case Based Reasoning

Authors

  • Yohani Setiya Rafika Nur Institut Teknologi Telkom Purwokerto, Banyumas
  • Auliya Burhanuddin Institut Teknologi Telkom Purwokerto, Banyumas
  • Dasril Aldo Institut Teknologi Telkom Purwokerto, Banyumas http://orcid.org/0000-0002-1709-8353
  • Widya Lelisa Army Universitas Catur Insan Cendekia, Cirebon

DOI:

https://doi.org/10.30865/mib.v6i3.4180

Keywords:

Expert System, Dempster Shafer, Diagnosis, Pests, Onion Diseases

Abstract

Shallots are tubers commonly consumed by Indonesians. Shallots are one of the three members of the Allium genus that are much-loved and have high economic value. In the process of cultivating shallots susceptible to pests and diseases. Onion caterpillars, leaf flies, earthworms, purpura, fusarium wilt, onion mosaic and leaf spot are some of the pests and diseases that often attack shallot plants. Farmers will immediately give pesticides or methods that are sometimes not suitable for pests and diseases that attack. As a result, maintenance is not optimal and new pests or diseases often arise. This study aims to help farmers find early symptoms of shallot pests and diseases, so that pest and disease control is more optimal and on target. Processed as many as 10 attack data using Case Based Reasoning method. This method will process data in the form of symptoms seen in shallots, so that they can detect types of pests and diseases of shallots and their handling steps with 100% accuracy. Therefore, this method is relevant for the identification of shallot disease

References

P. Wahyuningsih and S. Zuhriyah, “Sistem Pakar Diagnosa Penyakit Campak Rubella Pada Anak,†vol. 8, no. 1, 2021, doi: 10.25126/jtiik.202182710.

K. Eko, “SISTEM PAKAR DIAGNOSIS PENYAKIT TANAMAN BAWANG MERAH MENGGUNAKAN METODE CERTAINTY FACTOR DENGAN MESIN INFERENSY FORWARD CHAINING BERBASIS WEB,†2019.

Z. Ley Kharismatara and A. Ma’ruf Sw, “SISTEM PAKAR DIAGNOSA PENYAKIT PADA TANAMAN BAWANG DENGAN MENGGUNAKAN CERTAINTY FACTOR.â€

E. Krisnanik and V. Indriasari, “Desain Model Sistem Pakar Menu Sehat Wanita Hamil Design Of Pregnant Women ’ S Healthy Menu System Model Based On Nutrition Using Cooper Method,†vol. 5, no. 6, 2018, doi: 10.25126/jtiik.201856497.

A. R. Saraswati, Y. Saintika, A. N. A. Thohari, and A. R. Iskandar, “Sistem Pakar Diagnosis Penyakit Ikan Gurami (Osphronemus Goramy) Menggunakan Case Based Reasoning,†Jurnal Teknologi Informasi dan Ilmu Komputer, vol. 7, no. 4, p. 779, 2020, doi: 10.25126/jtiik.2020701953.

R. Adawiyah and F. Handayani, “Rancang Bangun Case Based Reasoning Untuk Diagnosis Hama Dan Penyakit Tanaman Nilam Menggunakan Nearest Neighbor Kombinasi Certainty Factor,†vol. 7, no. 3, pp. 477–482, 2020, doi: 10.25126/jtiik.202072046.

D. Aldo and D. Riliyanda, “Aplikasi Sistem Pakar Dalam Mendiagnosa Penyakit Infertilitas Pada Pria,†vol. 7, no. 1, pp. 20–31, 2019.

D. R. Habibie and D. Aldo, “Sistem Pakar Untuk Identifikasi Jenis Jerawat Dengan Metode Certainity Factor,†JOINTECS (Journal of Information Technology and Computer Science), vol. 4, no. 3, p. 79, 2019, doi: 10.31328/jointecs.v4i3.1055.

Y. Wendra and D. Aldo, “Metode Case Based Reasoning Untuk Identifikasi Penyakit Tanaman Padi,†Jursima, vol. 8, no. 2, pp. 103–110, 2020.

Z. Nenova and J. Shang, “Chronic Disease Progression Prediction: Leveraging Case-Based Reasoning and Big Data Analytics,†Production and Operations Management, vol. 0, no. 0, pp. 1–22, 2021, doi: 10.1111/poms.13532.

D. Kurnia, “Identifikasi Obesitas Pada Balita Di Posyandu Berbasis Artificial Intelligence,†Jurnal Sains dan Informatika, vol. 4, no. 1, pp. 76–86, 2018, doi: 10.22216/jsi.v4i1.3370.

R. Rachman, “Implementasi Case Based Reasoning Mendiagnosa Penyakit Stroke Menggunakan Algoritma Probabilistic Symmetric,†Jurnal Informatika, vol. 8, no. 1, pp. 10–16, 2021, doi: 10.31294/ji.v8i1.8563.

H. Mulyono, R. A. Darman, and G. Ramadhan, “Sistem Pakar Diagnosa Kerusakan Pada Laptop Menggunakan Metode Certainty Factor,†JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), vol. 5, no. 2, p. 98, 2020, doi: 10.29100/jipi.v5i2.1708.

Wijayana Yenita, “SISTEM PAKAR KERUSAKAN HARDWARE KOMPUTER DENGAN METODE BACKWARD CHAINING BERBASIS WEB Yenita Wijayana,†Media Elektrika, vol. 12, no. 2, 2019, [Online]. Available: http://jurnal.unimus.ac.idhttp://jurnal.unimus.ac.id

I. Wulandari, “SISTEM PAKAR TALENTA IMPLEMENTASI KECERDASAN BUATAN DALAM PELAYANAN PUBLIK MENUJU SRAGEN SMART CITY,†LITBANG SUKOWATI, vol. 2, no. 1, pp. 75–88, 2018.

R. Adawiyah, “Case Based Reasoning Diagnosis Hama dan Penyakit Tanaman Nilam,†Intensif, vol. 2, no. 1, p. 57, 2018, doi: 10.29407/intensif.v2i1.11829.

Dedi, “ANALISA SISTEM PAKAR DIAGNOSA AWAL PENYAKIT AMEBIASIS DENGAN METODE CASE BASED REASONING Dedi,†vol. 7, no. 2, 2019.

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Published

2022-07-25

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