JURIKOM (Jurnal Riset Komputer)
Vol. 13 No. 1 (2026): Februari 2026

Penerapan BERT dalam Memetakan Opini Pengguna Instagram Terhadap Program Makan Bergizi Gratis

Septiana, Rika Septiana (Unknown)
Ibrahim, Ali (Unknown)
Lestari, Endang (Unknown)
Utama, Yadi (Unknown)



Article Info

Publish Date
19 Feb 2026

Abstract

The Free Lunch Program is a new government initiative designed to improve students’ nutritional intake and enhance their focus during school activities. Its implementation has gained significant public attention, generating a variety of reactions across social media platforms, particularly Instagram. This study aims to examine public sentiment toward the program’s rollout in South Sumatra by collecting user comments from posts using the hashtag #mbgsumsel. The collected comments were processed through several stages, including data cleaning, text pre-processing, dataset partitioning, fine-tuning and model evaluation. The BERT model was employed due to its strong capability in capturing contextual meaning within text, making it more effective than conventional classification approaches. Experimental results indicate that the model achieved an akurasi of 88% in classifying sentiments. The test dataset consisted of 751 positive comments, 233 neutral comments, and 257 negative comments. Overall, this study provides a quantitative overview of how the public perceives the Free Lunch Program based on their social media expressions.

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Journal Info

Abbrev

jurikom

Publisher

Subject

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

Description

JURIKOM (Jurnal Riset Komputer) membahas ilmu dibidang Informatika, Sistem Informasi, Manajemen Informatika, DSS, AI, ES, Jaringan, sebagai wadah dalam menuangkan hasil penelitian baik secara konseptual maupun teknis yang berkaitan dengan Teknologi Informatika dan Komputer. Topik utama yang ...