EXPERT SYSTEM FOR DIAGNOSIS OF CORN DISEASES USING THE FORWARD CHAINING METHOD IN SEUNEBOK LHONG VILLAGE GARDEN

Authors

  • Siska Mur azizah Al muslim

DOI:

https://doi.org/10.67712/ilka.v3i3.92

Keywords:

Expert System, Corn Cob, Forward Chaining, PHP, Web.

Abstract

Corn is a major commodity in Indonesia, but farmers face serious obstacles such as diseases affecting the fruit or cob, which can significantly reduce yields. Small-scale farmers often struggle to recognize symptoms early due to limited access to agricultural experts. This study aims to develop a web-based expert system specifically for diagnosing corn cob diseases using the Forward Chaining method. This method works by tracing observed symptoms (data-driven) to reach a diagnostic conclusion. The system was developed using PHP, MySQL, and the CodeIgniter 3 framework. Testing using the Black Box method shows that all system functions work as expected, providing fast and accurate diagnostic results and treatment recommendations to help farmers in Seuneubok Rheum Village manage crop diseases independently.

Downloads

Download data is not yet available.

References

[1] M. Tomatala, M. Caroles, S. Mamuaya, M. Mihuandayani, and R. Tuntun, “Sistem Pakar Untuk Mendiagnosa Penyakit pada Tanaman Jagung menggunakan Metode Dempster Shafer dan Manhattan Distance,” Journal Computer Science and Information Systems : J-Cosys, vol. 5, no. 1, Apr. 2025, doi: 10.53514/jco.v5i1.602.

[2] E. Ginting, T. S. Alasi, R. Alamsyah, and D. Redaksi, “JURNAL ARMADA INFORMATIKA STMIK Methodist Binjai Sistem Pakar Diagnosa Penyakit Tanaman Jagung Menggunakan Metode Forward Chaining pada Kabupaten Langkat INFORMASI ARTIKEL ABSTRAK.” [Online]. Available: https://doi.org/.

[3] H. A. Kurniawan, E. N. Kristalisasi, A. H. Program, S. Agroteknologi, F. Pertanian, and I. Yogyakarta, “Identifikasi Penyakit pada Tanaman Jagung (Zea Mays L.) di Desa Nibung Kecamatan Gunung Pelindung Kabupaten Lampung Timur,” 2025.

[4] N. Kholilah, S. Rahman, and D. Prasetyo Utomo, “SISTEM PAKAR DIAGNOSA PENYAKIT PADA TANAMAN JAGUNG MENGGUNAKAN METODE CERTAINTY FACTOR,” vol. 2, no. 1, 2023, [Online]. Available: https://ojs.unsiq.ac.id/index.php/biner.

[5] M. Shadeki Roiyan, F. Badri, O. Melfazen, T. Elektro, and U. Islam Malang, “Aplikasi Sistem Pakar Diagnosa Penyakit Tanaman Jagung Menggunakan Metode Forward Chaining dan Certainty Factor,” JITSI: Jurnal Ilmiah Terapan, vol. 1, no. 3, pp. 125–131, 2023, doi: 10.25139/jitsi.v1i3.7334.

[6] S. Kasus, K. Pasar, K. ) Suwely, and G. Saputri, “Sistem Pakar Diagnosa Penyakit Tanaman Padi Menggunakan Metode Forward Chaining,” vol. 33, no. 1, doi: 10.37277/stch.v33i1.1529.

[7] J. Kuswanto, D. Dwi Leosan Daya, U. Baturaja, and S. Selatan, “METODE FORWARD CHAINING UNTUK DIAGNOSA PENYAKIT DAN HAMA PADA TANAMAN KOPI,” Journal of Computer Science and Technology JCS-TECH, vol. 5, no. 1, 2025.

[8] D. Ahmad Izzul Haq, Y. Parti Astuti, and D. Yusa Aditama, “Expert System for Diagnosing Shallot Plant Diseases Using the Forward Chaining Method,” 2025. [Online]. Available: http://jurnal.polibatam.ac.id/index.php/JAIC.

[9] J. Permadi, H. Rhomadhona, and W. Aprianti, “Sistem Pakar Diagnosa Penyakit Jagung Manis Menggunakan Runut Maju,” Jurnal ELTIKOM, vol. 3, no. 2, pp. 93–103, Nov. 2019, doi: 10.31961/eltikom.v3i2.119.

[10] R. Jahuddin et al Program Studi Agroteknologi Fakultas Pertanian UIM et al., “PEMANFAATAN FORMULASI KOMPOS LIMBAH KULIT BUAH KAKAO DENGAN MIKROBA ENDOFIT PERAKARAN JAGUNG UNTUK PENGENDALIAN PENYAKIT BUSUK TONGKOL JAGUNG (FUSARIUM VERCILLOIDES) Utilization of Cocoa Skin Waste Compost Formulation with Corn Root Endophytic Microbes for Control Corn Cob Rot Disease (Fusarium vercilloides)”.

[11] S. Kasus, K. Pasar, K. ) Suwely, and G. Saputri, “Sistem Pakar Diagnosa Penyakit Tanaman Padi Menggunakan Metode Forward Chaining,” vol. 33, no. 1, doi: 10.37277/stch.v33i1.1529.

[12] M. Shadeki Roiyan, F. Badri, O. Melfazen, T. Elektro, and U. Islam Malang, “Aplikasi Sistem Pakar Diagnosa Penyakit Tanaman Jagung Menggunakan Metode Forward Chaining dan Certainty Factor,” JITSI: Jurnal Ilmiah Terapan, vol. 1, no. 3, pp. 125–131, 2023, doi: 10.25139/jitsi.v1i3.7334.

[13] T. F. Annisa, Y. Yanti, and N. Nurbailis, “Eksplorasi aktinobakteria indigenus untuk Pengendalian penyakit busuk tongkol oleh Fusarium verticillioides pada tanaman jagung,” Jurnal AGRO, vol. 11, no. 2, pp. 178–190, Jan. 2025, doi: 10.15575/39831.

[14] E. Ginting, T. S. Alasi, R. Alamsyah, and D. Redaksi, “JURNAL ARMADA INFORMATIKA STMIK Methodist Binjai Sistem Pakar Diagnosa Penyakit Tanaman Jagung Menggunakan Metode Forward Chaining pada Kabupaten Langkat INFORMASI ARTIKEL ABSTRAK.” [Online]. Available: https://doi.org/.

[15] A. Saputra, A. Eviyanti, and Y. Findawati, “SISTEM PAKAR DIAGNOSA PENYAKIT KEJIWAAN MENGGUNAKAN METODE FORWARD CHAINING,” JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), vol. 8, no. 4, pp. 1300–1313, Nov. 2023, doi: 10.29100/jipi.v8i4.4228.

[16] M. Ngongo, Y. Rada, J. Teknik Informatika, F. Sains dan Tekonologi, and U. Kristen Wira Wacana Sumba, “SISTEM PAKAR UNTUK MENDIAGNOSA PENYAKIT MALARIA BERBASIS WEBSITE MENGGUNAKAN METODE FORWARD CHAINING,” vol. 18, pp. 37–44, 2023.

[17] A. Rahmat Kurniawan and G. Dwi Nurcahyo, “Sistem Pakar Dengan Metode Forward Chaining Untuk Diagnosis Penyakit dan Hama Tanaman Tebu,” vol. 6, 2023.

[18] M. Ngongo, Y. Rada, J. Teknik Informatika, F. Sains dan Tekonologi, and U. Kristen Wira Wacana Sumba, “SISTEM PAKAR UNTUK MENDIAGNOSA PENYAKIT MALARIA BERBASIS WEBSITE MENGGUNAKAN METODE FORWARD CHAINING,” vol. 18, pp. 37–44, 2023.

[19] A. Zoromi and I. Hamdi, “Jurnal Teknik dan Teknologi Tepat Guna IMPLEMENTASI SISTEM PAKAR FORWARD CHAINING UNTUK MENDIAGNOSA KEKURANGAN VITAMIN PADA MANUSIA.” [Online]. Available: https://rcf-indonesia.org/jurnal/index.php/jtechvolume.

[20] G. S. Nasution, “Sistem Pakar dalam Mendiagnosis Hama Blas dan Kresek pada Tanaman Padi Menggunakan Metode Forward Chaining,” Jurnal Sistim Informasi dan Teknologi, Aug. 2022, doi: 10.37034/jsisfotek.v4i4.144.

[21] A. Mulyani, A. D. Supriatna, and T. Sukmawan, “Implementasi Forward Chaining Pada Sistem Pakar Deteksi Kesuburan Tanah Sebagai Media Tanah di Lahan Pertanian,” Jurnal Algoritma, vol. 21, no. 2, pp. 270–281, Nov. 2024, doi: 10.33364/algoritma/v.21-2.1411.

Published

2026-10-11

How to Cite

Mur azizah, S. (2026). EXPERT SYSTEM FOR DIAGNOSIS OF CORN DISEASES USING THE FORWARD CHAINING METHOD IN SEUNEBOK LHONG VILLAGE GARDEN. Jurnal Ilmu Komputer Aceh, 3(3). https://doi.org/10.67712/ilka.v3i3.92

Similar Articles

1 2 3 4 5 > >> 

You may also start an advanced similarity search for this article.