Software Development Digital Business Intelligence and Computer Engineering
Vol. 4 No. 2 (2026): SESSION (MARET)

Sistem Cerdas Penunjang Keputusan Penyaluran Beras Menggunakan Metode Fuzzy dan Klasifikasi Naïve Bayes

VIVI ASBAR (UNIVERSITAS ISLAM KEBANGSAAN INDONESIA)
Nur Amalia Hasma (UNIVERSITAS ISLAM KEBANGSAAN INDONESIA)



Article Info

Publish Date
31 Mar 2026

Abstract

The distribution of subsidized rice in Indonesia faces persistent challenges such as mistargeting, inefficiency, and delays, which hinder food access among vulnerable populations. This study aims to address these issues by developing an intelligent decision support system that leverages Fuzzy Logic and Naïve Bayes classification to enhance the accuracy and efficiency of distribution decisions. Fuzzy Logic is utilized to process uncertain and imprecise data in decision criteria, while Naïve Bayes is employed to analyze historical data and predict recipient eligibility based on socioeconomic indicators such as income level, number of dependents, and asset ownership. The system demonstrates high classification accuracy and generates recommendations that align well with real-world conditions. The integration of these two methods effectively simplifies complex decision-making processes in social aid distribution. In conclusion, the proposed system offers a robust and objective tool to support the fair and transparent allocation of rice subsidies. Clinically or practically, this work has the potential to be adopted by government agencies to improve policy implementation in food assistance programs, ensuring more equitable and data-driven outcomes.

Copyrights © 2026






Journal Info

Abbrev

session

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Other

Description

SESSION: Software Development, Digital Business Intelligence, and Computer Engineering. Jurnal SESSION adalah salah satu jurnal open-access yang dikelola oleh tim dari Jurusan Teknik Informatika Politeknik Negeri Banyuwangi. Jurnal ini dalam satu tahun terbit 2 kali. Aim and Scope Software ...