Jurnal Ilmu Komputer dan Sistem Informasi
Vol. 5 No. 3 (2026): September 2026

Sistem Pakar Diagnosa Kondisi Koloni Lebah Madu (Apis cerana) Menggunakan Metode Certainty Factor

ukhti salsabila (Universitas Mercu Buana Yogyakarta)
Agus Sidiq Purnomo (Unknown)



Article Info

Publish Date
30 Sep 2026

Abstract

Apis cerana honey bee cultivation in Indonesia faces a major constraint of limited access to expert apiculturists for fast and accurate colony condition diagnosis. The manual and subjective diagnostic process creates uncertainty because one symptom can indicate multiple possible conditions. This research aims to develop a web-based expert system using the Certainty Factor (CF) method to diagnose Apis cerana honey bee colony conditions. The research methodology follows the Expert System Development Life Cycle (ESDLC) consisting of four stages: intelligence, design, selection, and implementation. The resulting knowledge base consists of 15 symptoms, 5 colony conditions, 5 IF-THEN rules, and a CF value matrix. The results show that the developed expert system achieved 100% accuracy when tested on 20 colony samples compared to expert diagnosis. All system functions performed according to specifications based on black box testing of nine scenarios. The system displays diagnostic ranking with confidence levels in percentages and provides a CF Combine calculation detail feature for diagnostic process transparency. Expert validation results state that the system is feasible for use as a diagnostic tool. This system provides a practical solution for farmers in various locations to diagnose colony conditions independently, quickly, and in a standardized manner.

Copyrights © 2026






Journal Info

Abbrev

jirsi

Publisher

Subject

Computer Science & IT Library & Information Science

Description

Jurnal Ilmu Komputer dan Sistem Informasi (JIRSI) dikelola secara profesional oleh LKP UNITY Academy dalam membantu para akademisi, peneliti dan praktisi untuk menyebarkan hasil penelitiannya dalam panduan Kemendikbud Ristek Dikti. Jurnal Ilmu Komputer dan Sistem Informasi (JIRSI) Adalah sebuah ...