IMPLEMENTASI METODE BACKWARD CHAINING SEBAGAI INFERENSI SISTEM PAKAR DIAGNOSA KERUSAKAN TANAH UNTUK PENANAMAN TANAMAN OPTIMAL

Authors

  • Agung Wahyu Ramadhan Universitas Islam Negeri Sumatera Utara
  • Agil Prianda
  • Kanjul Ilmi

DOI:

https://doi.org/10.23960/jitet.v14i1.8944

Abstract Views: 40 File Views: 23

Keywords:

system pakar, backward chaining, kerusakan tanah, diagnosa tanah, penanaman optimal.

Abstract

Soil damage is an important issue in the agricultural sector because it directly affects crop productivity and success. Inaccurate identification of soil damage can lead to errors in crop selection, resulting in suboptimal agricultural yields. This study aims to implement the backward chaining method as an inference engine in an expert system to diagnose soil damage and determine optimal crop planting recommendations. The backward chaining method is used with a goal-based reasoning approach, where the system starts the inference process from the hypothesis of soil damage type and traces the facts in the form of symptoms provided by the user. The system's knowledge base is organized in the form of rules obtained from literaturestudies and expert knowledge in the field of agriculture. The results show that the expert system built is capable of identifying the type of soil damage based on the symptoms entered and providing crop recommendations appropriate to the soil conditions. This system is expected to assist farmers and related parties in making more accurate, effective, and knowledge-based planting decisions.

Downloads

Download data is not yet available.

References

D. Marcelina, E. Yulianti, and Z. Mair, “Penerapan Metode Forward Chaining Pada Sistem Pakar Identifikasi Penyakit Tanaman Kelapa Sawit,” Jurnal ilmiah informatika …, no. Query date: 2026-0105 11:10:55, 2022, [Online]. Available: https://ejournal.uigm.ac.id/index.php/IG/article/view/2299

A. Christian, S. Sebri, and ..., “RANCANG BANGUN SISTEM PAKAR DIAGNOSIS PENYAKIT PADA JAGUNG MENGGUNAKAN METODE BACKWARD CHAINING BERBASIS ANDROID,” JSK (Jurnal Sistem …, no. Query date: 2026-01-05 11:13:56, 2022, [Online]. Available: https://scholar.archive.org/work/bej6tl5kvzaitmj6kl7v74av3u/access/wayback/https://jsk.stmikprabumulih.ac.id/index.php/jsk/article/download/89/85

A. ALHAKIMI, SISTEM PAKAR DIAGNOSA PENYAKIT PADA TANAMAN KUBIS MENGGUNAKAN METODE BACKWARD CHAINING. repository.peradaban.ac.id, 2022. [Online]. Available: https://repository.peradaban.ac.id/id/eprint/1304

A. Mulyani, A. Supriatna, and T. Sukmawan, “Implementasi Forward Chaining Pada Sistem Pakar Deteksi Kesuburan Tanah Sebagai Media Tanah di Lahan Pertanian,” Jurnal Algoritma, no. Query date: 2026-01-05 11:18:11, 2024, [Online]. Available: https://jurnal.itg.ac.id/index.php/algoritma/article/view/1411

M. Londa, M. Radja, and K. Sara, “Penerapan Metode Logika Fuzzy dalam Evaluasi Kinerja Dosen,” Matrix: Jurnal Manajemen Teknologi dan …, no. Query date: 2026-01-05 [Online]. 11:20:43, 2020, Available: https://ojs.pnb.ac.id/index.php/matrix/article/view/1841

G. Nugraha and R. Nugroho, “Implementasi Sistem Pakar dengan Forward Chaining untuk Identifikasi Kerusakan Router,” Jurnal Informatika dan Teknik …, no. Query date: 2026-01 05 11:21:32, 2025, [Online]. Available: http://journal.eng.unila.ac.id/index.php/jitet/article/view/6593

M. S. Farooq, “Harnessing AI forward and backward chaining with telemetry data for enhanced diagnostics and prognostics of smart devices,” Scientific Reports, vol. 15, no. 1, 2025, doi: 10.1038/s41598-025-89266-9.

J. Moyet and F. Bloch, “Is there a benefit to training older fallers using the backward chaining method to prevent complications of falls?,” Geriatrics & Gerontology International, no. Query date: 2026-01-05 10:51:24, 2025, doi: 10.1111/ggi.70188.

E. Nurjanah, “Development of an expert system for diagnosing rice plant diseases using forward chaining method,” REKADATA, no. Query date: 2026-01-05 11:26:09, 2025, [Online]. Available: https://journal.mazayacahayautama.com/index.php/rd/article/view/1

T. Tiara, “The Application of Expert System for Diagnosing Diseases in Corn Plants Using Forward Chaining Method,” TOFEDU: The Future of Education Journal, no. Query date: 2026-01-05 11:27:09, 2025, [Online]. Available: http://journal.tofedu.or.id/index.php/journal/article/view/1041

J. Shen, L. Tan, and Y. Wang, “Design and implementation of international agricultural and biological engineering expert management system based on WEB mode,” International Journal of Agricultural and …, no. Query date: 2026-01-05 11:28:03, 2020, [Online]. Available: https://www.ijabe.org/index.php/ijabe/article/view/5759

J. Fu, “Research Progress on the Application of Microalgal Biotechnology in Modern Agriculture,” China Biotechnology, vol. 45, no. 1, pp. 76–87, 2025, doi: 10.13523/j.cb.2406035.

K. Kethineni, S. Mekala, M. Kodali, and ..., “A Web-Based Agriculture Recommendation System using Deep Learning for Crops,Fertilizers, and Pesticides,” … for Green and …, no. Query date: 2026-01-05 11:31:53, 2024, [Online]. Available: https://ieeexplore.ieee.org/abstract/document/10717535/

N. Gunawan, SISTEM PAKAR DIAGNOSIS PENYAKIT TANAMAN KACANG TANAH MENGGUNAKAN METODE FORWARD CHAINING DAN

CERTAINTY FACTOR BERBASIS …. digilib.stimata.ac.id, 2020. [Online]. Available: https://digilib.stimata.ac.id/index.php?p= show_detail&id=5183

S. Alam, S. Purwiyanti, and ..., “RANCANG BANGUN SISTEM PEMANTAU PH MENGGUNAKAN APLIKASI BLYNK DAN KENDALI PH MENGGUNAKAN AKTUATOR PADA BUDIDAYA AKUAPONIK …,” JITET (Jurnal …, no. Query date: 2026-01-05 11:38:10, 2023, [Online]. Available: http://repository.lppm.unila.ac.id/51065/

Downloads

Published

2026-01-17

How to Cite

Ramadhan, A. W., Prianda, A. ., & Ilmi, K. (2026). IMPLEMENTASI METODE BACKWARD CHAINING SEBAGAI INFERENSI SISTEM PAKAR DIAGNOSA KERUSAKAN TANAH UNTUK PENANAMAN TANAMAN OPTIMAL. Jurnal Informatika Dan Teknik Elektro Terapan, 14(1). https://doi.org/10.23960/jitet.v14i1.8944

Issue

Section

Articles