Sistem Pakar Diagnosa Penyakit Tanaman Rambutan dengan Metode Forward Chaining dan Certainty Factor Berbasis Android
Main Article Content
Abstract
The purpose of this research is to create an expert system application to diagnose diseases in the rambutan plant that can be accessed anytime and anywhere so that the handling of the disease can be done appropriately. The Forward Chaining and Definity Factor methods are used because they are very suitable for expert systems that diagnose something that is uncertain so that the manual calculation results from the symptom data and the existing expert values result in a 98.91% confidence level percentage, and solutions are given to treat disease-stricken plants. The implementation uses Android Studio so that the application can run dynamically on various devices so that farmers can immediately find out what is happening with the conditions of their rambutan plants directly.
Downloads
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
References
Uysal, A.K. and Gunal, S., 2014. Text classification using genetic algorithm oriented latent semantic features. Expert Systems with Applications, 41(13), pp.5938-5947.
Ginting, B.S., 2018. Rancang Bangun Program Aplikasi Sistem Pakar Diagnosa Penyakit Tanaman Rambutan Menggunakan Metode Bayes. JSIK (Jurnal Sistem Informasi Kaputama), 1(1), pp.11-21.
Adha, D., Alfina, O. and Ekadiansyah, E., 2018. Penerapan Metode Certainty Factor Dalam Sistem Pakar Untuk Menentukan Varietas Buah Rambutan Yang Unggul. Jurnal Informatika Kaputama, 2(2), pp.12-23.
Guntur, S. and Wayahdi, M.R., 2019. Analisis Metode Bayes dalam Identifikasi Varietas Buah Rambutan. In Semantika (Seminar Nasional Teknik Informatika) (Vol. 2, No. 1, pp. 35-41).
Aulia, A., Udjaja, Y., Wairooy, I.K., Hutama, A.P., Shabira, D.K. and Muhtadin, S., Android Application to Detect Cat Disease Using an Expert System. Advances in Science, Technology and Engineering Systems Journal.
Setyohadi, D.P.S., Octavia, R.A. and Puspitasari, T.D., 2018, January. An Expert System for Diagnosis of Broiler Diseases using Certainty Factor. In Journal of Physics: Conference Series (Vol. 953, No. 1, pp. 1-6).
Heckerman, D.E. and Shortliffe, E.H., 1992. From certainty factors to belief networks. Artificial Intelligence in Medicine, 4(1), pp.35-52.
Bohanec, M. and Rajkovic, V., 1990. Expert system for decision making. Sistemica, 1(1), pp.145-157.
Palanisamy, U., Cheng, H.M., Masilamani, T., Subramaniam, T., Ling, L.T. and Radhakrishnan, A.K., 2008. Rind of the rambutan, Nephelium lappaceum, a potential source of natural antioxidants. Food Chemistry, 109(1), pp.54-63.
DRS. Kusno Waluyo., 2010. Kiat Sukses Beragrobisnis Rambutan, EPSILON GRUP, 2010.