Sistem Pakar Diagnosa Penyakit pada Tanaman Jambu Kristal Menggunakan Metode Dempster Shafer Berbasis Web

  • Saifu Rohman Universitas Sains Al-Qur’an
  • Rina Mahmudati Universitas Sains Al-Qur’an
  • Wiko Anang Ansoruloh Universitas Sains Al-Qur’an
Keywords: Crystal Guava, Expert System, Dempster Shafer, Web

Abstract

The Crystal Guava plant can be attacked by several types of diseases. Diseases in crystal guava plants can cause significant losses in fruit production. Some pests and diseases that can attack crystal guava plants include fruit flies, bagworms, whiteflies, anthracnose, and red rust. Therefore, accurate and timely disease diagnosis is crucial in controlling and managing these diseases. In this study, an Expert System for Disease Diagnosis in Crystal Guava Plants Using the Dempster Shafer Method-Based Web was developed. The Dempster Shafer method calculates the likelihood of a disease attacking crystal guava plants based on the density probability values of each symptom. The results produced by this expert system include the type of disease, solution, and the percentage probability value of the disease, with an average accuracy of 83.33%. Hence, it can be concluded that the system can diagnose diseases in crystal guava plants effectively.

References

Naikofi, Kristina Irnasari, Betty Betty, and Deviliana Santuri. "FENOLOGI DAUN JAMBU KRISTAL (Psidium guajava) DI KEBUN PERCOBAAN LEUWIKOPO KOPO IPB BOGOR." PUCUK: Jurnal Ilmu Tanaman 2.2 (2022): 47-56.
Hanik, Nur Rokhimah, Tri Wiharti, and Ahmad Rosyid. "Pengembangan Booklet Hama Dan Penyakit Jambu Kristal (Psidium Guajava L.) Di Kecamatan Ngargoyoso, Kabupaten Karanganyar Sebagai Buku Panduan Petani Muda Jambu Kristal." Seminar Nasional Fakultas Pertanian. Vol. 6. No. 1. 2023.
Amri, Syaiful, and R. Fanri Siahaan. "Sistem Pakar Mendiagnosis Penyakit Pada Tanaman Mentimun menggunakan Metode Dempster Shafer Berbasis Android." Jurnal Nasional Komputasi Dan Teknologi Informasi 4.2 (2021): 178-184.
Pasaribu, Chandra Tio, Nurul Hidayat, and Randy Cahya Wihandika. "Pemodelan Sistem Pakar Diagnosis Penyakit pada Tanaman Tembakau Virginia dengan Metode Dempster-Shafer." Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer 2.5 (2018): 2092-2094.
Aldo, Dasril. "Sistem Pakar Diagnosis Hama Dan Penyakit Bawang Merah Menggunakan Metode Dempster Shafer." Komputika: Jurnal Sistem Komputer 9.2 (2020): 85-93.
Published
2024-03-12
How to Cite
Saifu Rohman, Rina Mahmudati, & Wiko Anang Ansoruloh. (2024). Sistem Pakar Diagnosa Penyakit pada Tanaman Jambu Kristal Menggunakan Metode Dempster Shafer Berbasis Web. Jurnal Ilmiah Teknik Mesin, Elektro Dan Komputer, 4(1), 65-73. https://doi.org/10.51903/juritek.v4i1.2892