Journal of Informatics and Electronics Engineering
Vol. 6 No. 01 (2026): Juni 2026

Sistem Pakar Deteksi Penyakit Tanaman Cabai Menggunakan Metode Forward Chaining

Muhammad Lovano Adjie Senjaya (Politeknik Negeri Bengkalis)
Depandi Enda (Unknown)



Article Info

Publish Date
11 Jun 2026

Abstract

Chili plants are a vital horticultural commodity in Indonesia, yet their productivity is frequently hindered by disease outbreaks that are difficult for novice farmers to identify. Delays in diagnosing symptoms often lead to improper treatment and significant crop losses. This study aims to develop an expert system for detecting chili plant diseases that provides pesticide recommendations based on observed symptoms. The system is built using the Forward Chaining method for reasoning from symptomatic facts to disease conclusions. The software development follows the Rapid Application Development (RAD) methodology, implemented with the PHP programming language and Laravel framework. Research data were gathered through literature reviews and interviews with plant experts. Black box testing results indicate that all system functions—including symptom data management, disease records, and rule sets—operate as designed. System validation, conducted by comparing results with diagnoses from three experts using the Fleiss' Kappa test, yielded a value of 0.464, placing the agreement level in the "Moderate" category. Consequently, this expert system is a viable tool for farmers to perform early identification of chili plant diseases and accurately determine the appropriate pesticides independently.

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Journal Info

Abbrev

jiee

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering

Description

Jurnal ini di terbitkan oleh Unit Penelitian dan Pengabdian kepada Masyarakat Politeknik TEDC Bandung, berisi tulisan yang diangkat dari hasil penelitian dan kajian analisis di bidang Teknik Informatika dan Elektronika. Ruang lingkup pada jurnal ini: mengenai Digital Signal Processing, Human ...