PENGEMBANGAN SISTEM PAKAR UNTUK DIAGNOSA PENYAKIT TANAMAN HIAS BERBASIS DEMPSTER-SHAFER
Main Article Content
Abstract
The advancement of technology has significantly impacted various fields, including agriculture. One application of technology in this sector is the detection of diseases in plants such as cacti, Sansevieria, and succulents. These ornamental plants are popular but susceptible to various diseases that are often difficult to distinguish visually. This research aims to design and develop an expert system for disease detection in cacti, Sansevieria, and succulents using the Dempster-Shafer method. The Dempster-Shafer method is applied in rule formulation, while a relational database model serves as the database structure. The system development follows the prototyping method, with data collected through literature reviews and interviews with domain experts. Testing on Soft Rot disease in cacti demonstrates the system's capability to calculate a certainty level of 0.9075 or 90.75%, indicating the effectiveness of the method in identifying diseases based on observed symptoms. This system is expected to provide significant assistance to farmers and plant enthusiasts in early disease detection, enabling prompt and appropriate treatments to maintain plant health.
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Copyright Notice
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
References
G. S. Mahendra Et Al., Tren Teknologi Ai (Pengantar, Teori Dan Contoh Penerapan Artificial Intelligence Di Berbagai Bidang). 2024.
E. Elviyana, R. Buaton, And S. Ramadani, “Sistem Pakar Diagnosa Penyakit Tanaman Jagung Hibrida Menggunakan Metode Dempster Shafer,” Agustus, Vol. 6, No. 3, 2022.
S. Amri And R. F. Siahaan, “Sistem Pakar Mendiagnosis Penyakit Pada Tanaman Mentimun Menggunakan Metode Dempster Shafer Berbasis Android,” Jurnal Nasional Komputasi Dan Teknologi Informasi, Vol. 4, No. 2, 2021.
A. Tenri Sumpala, Y. Purnamasari Pasrun, And M. Muchtar, “Sistem Pakar Hama Dan Penyakit Tanaman Cabai Rawit Menggunakan Metode Dempster Shafer,” 2023.
S. Alim And P. Puji Lestari, “Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor Pada Kelompok Tani Pt Olam Indonesia (Cocoa) Cabang Lampung,” 2020.
L. K. Hamim, B. Imran, And A. Akbar, “Sistem Pakar Diagnosis Penyakit Pada Tanaman Kacang Hijau Berbasis Web Menggunakan Metode Dempster Shafer,” 2023.
G. Shafer, “Front Matter,” In A Mathematical Theory Of Evidence, Princeton University Press, 1976, Pp. I–Vi. [Online]. Available:
Http://Www.Jstor.Org/Stabel/J.Ctv10vm1qb.1
J. Gordon And E. H. Shortliffe, “The Dempster Shafer Theory Of
Evidence.”
E. H. Shortliffe, “The Dempster Shafer Theory Of Evidence,” 1990. [Online]. Available:
Https://Www.Researchgate.Net/Publication/242392452
E. Turban, J. E. Aronson, And T.-P. Liang, “Decision_Support_Systems_And_Intelligent,” Pearson/Prentice Hall, 2005, Accessed: Oct. 07, 2024. [Online]. Available:
Https://Bambangsuhartono.Wordpress.Com/Wp-Content/Uploads/2017/10/Decision-Support-System-And-Intelligent-System-7th-Edition-Turban_Aronson_Liang_2005.Pdf
M. Sajeva, C. Rutherford, And G. Sajeva, “Cites And Cacti A User’s Guide,” 2012. [Online]. Available: Https://Www.Researchgate.Net/Publication/235419184