Expert System for Diagnosing Diseases in Rubber Plants using the Forward Chaining and Dampster Shafer Methods

Indri Ayu Ningrum; Samsudin Samsudin; Alchemi Putri Juliantika Kusdiana

doi:10.32520/stmsi.v13i2.4008

Expert System for Diagnosing Diseases in Rubber Plants using the Forward Chaining and Dampster Shafer Methods

Indri Ayu Ningrum, Samsudin Samsudin, Alchemi Putri Juliantika Kusdiana

Abstract

Rubber plants are important crops in various countries. Rubber plants have many benefits for human life. Rubber plant diseases cause many losses to farmers. Lack of knowledge and information regarding the treatment of existing diseases is a factor that causes the decline in rubber latex productivity. Appropriate control is needed to overcome this problem. An expert system is one solution that can help farmers find out information about facts about rubber plant diseases. Expert systems are artificial intelligence sciences that can help provide solutions to problems faced by farmers as if they were consulting with experts. Therefore, a system was developed that can diagnose diseases in rubber plants using this method Forward Chaining and Dempster Shafer. Forward Chaining serves as a tool to draw conclusions from the information that has been established and Dempster Shafer to handle uncertainty in symptoms, so as to produce final conclusions. From 15 trial data, accuracy results were obtained at 93.33%. Thus method Forward Chaining and Dempster Shafer can be used to diagnose types of diseases in rubber plants because it has very good accuracy.

Full Text:

PDF

References

T. Kurniawati, I. R. Ermawaty, and M. N. Hidayat, “Media Pembelajaran Pada Materi Fluida Dengan Teknologi Augmented Reality Berbasis Android Untuk Siswa SMA,” no. November 2019, pp. 168–173.

Y. S. Nauko and L. N. Amali, “Pengenalan Anatomi Tubuh Menggunakan Teknologi Augmented Reality Berbasis Android,” Jambura J. Informatics, vol. 3, no. 2, pp. 66–76, 2021, doi: 10.37905/jji.v3i2.11720.

E. S. Wahyuni, “Sistem Pakar Diagnosa Penyakit Daun Dan Batang Pada Tanaman Karet Menggunakan Metode Certainty Factor Berbasis WEB,” vol. 20, no. 1, pp. 20–25, 2019.

S. Informasi et al., “Penerapan Metode Forward-Backward Chaining pada Sistem Pakar Pencegahan dan Pengobatan Penyakit Sapi,” vol. 11, 2021, doi: 10.34010/jati.v11i1.

H. Sulistiani, I. Darwanto, and I. Ahmad, “Penerapan Metode Case Based Reasoning dan K-Nearest Neighbor untuk Diagnosa Penyakit dan Hama pada Tanaman Karet,” J. Edukasi dan Penelit. Inform., vol. 6, no. 1, pp. 23–28, 2020.

A. Sindar, “Sistem Pakar Diagnosa Penyakit Pohon Karet Dengan Metode Certainty Factor,” vol. 2, no. 2, pp. 175–180, 2019.

A. Haris, E. Rasywir, and Y. Pratama, “Diagnosis Penyakit Tanaman Karet dengan Metode Fuzzy Mamdani,” vol. 22, no. 2, pp. 132–138, 2020.

E. Rahmawati, “Sistem Pakar Diagnosis Penyakit Paru-Paru Menggunakan Metode Forward Chaining,” vol. 8, no. 2, 2016.

H. Herman, S. Sunardi, and V. Muslimah, “Metode Dempster Shafer pada Sistem Pakar Penentuan Penyakit Bayi,” JURIKOM (Jurnal Ris. Komputer), vol. 9, no. 5, p. 1643, 2022, doi: 10.30865/jurikom.v9i5.4908.

S. Rofiqoh, D. Kurniadi, and A. Riansyah, “Sistem Pakar Menggunakan Metode Forward Chaining untuk Diagnosa Penyakit Tanaman Karet,” Sultan Agung Fundam. Res. J., vol. 1, no. 1, p. 56, 2020, [Online]. Available: http://jurnal.unissula.ac.id/index.php/safrj.

E. Rahmanita, W. Agustiono, and R. Juliyanti, “Sistem Pakar Diagnosa Penyakit Saluran Pencernaan Dengan Perbandingan Metode Forward Chaining Dan Dempster Shafer,” J. Simantec, vol. 7, no. 2, pp. 82–89, 2019, doi: 10.21107/simantec.v7i2.6743.

N. Rahmawati, “Sistem Pakar Diagnosa Kelainan Sistem Ortopedi pada Manusia dengan Metode Forward Chaining dan Dempster Shafer,” vol. 5, no. 1, pp. 49–59, 2021.

M. A. Fahmy et al., “Sistem pakar diagnosis penyakit hewan sapi dengan metode forward chaining,” vol. 4, no. 2, pp. 111–120, 2018.

R. Hidayati and U. Ristian, “MENDIAGNOSA HAMA DAN PENYAKIT TANAMAN KARET BERBASIS WEBSITE ( STUDI KASUS PT . LANDAK BHAKTI PALMA KECAMATAN NANGA MAHAP ),” vol. 11, no. 01, 2023.

C. P. Diseases, M. Laely, I. G. Pasek, S. Wijaya, and A. Aranta, “SISTEM PAKAR DIAGNOSIS PENYAKIT TANAMAN CABAI DENGAN METODE FORWARD CHAINING DAN DEMPSTER SHAFER( Expert System With Forward Chaining and Dempster Shafer Method for Diagnosis,” vol. 2, no. 2, pp. 268–279, 2020.

DOI: https://doi.org/10.32520/stmsi.v13i2.4008

Article Metrics

Abstract view : 51 times
PDF - 20 times

Refbacks

There are currently no refbacks.

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Username
Password
Remember me