IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4 No 3 (2025): IT-Explore Oktober 2025

Analisis sentimen program makan bergizi gratis menggunakan bidirectional gated recurrent unit

Krisnawan (Unknown)
Zufar Abdullah Rabbani (Unknown)
Trimono (Unknown)
Mohammad Idhom (Unknown)



Article Info

Publish Date
26 Oct 2022

Abstract

The Free Nutritious Meals (MBG) program launched by the Indonesian government aims to address the problem of malnutrition in children and students. However, the acceptance of this program in the community still requires in-depth evaluation because there are many negative sentiments that dominate on social media. This study aims to analyze the sentiment of the Indonesian community regarding the Free Nutritious Meals program on social media X (Twitter) using the Bidirectional Gated Recurrent Unit (BiGRU) model. Of the 1,405 tweet data obtained, 57% were negative opinions and 43% were positive opinions. The evaluation results show that the BiGRU model with FastText support to handle potential overfitting, is able to classify sentiment effectively, with an accuracy of 80%. Sentiment analysis shows that the majority of public responses to the Free Nutritious Meals (MBG) program tend to be negative, with 798 negative tweets and 607 positive. This reflects public dissatisfaction with the implementation of the program and highlights the need for evaluation and improvements so that the benefits can be more widely felt by the community.

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Journal Info

Abbrev

itexplore

Publisher

Subject

Computer Science & IT Control & Systems Engineering

Description

IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi merupakan jurnal ilmiah tentang penelitian penerapan Teknologi Informasi dalam berbagai bidang, terbit tiga kali dalam setahun, yaitu pada bulan Januari, Mei, dan September untuk masing-masing volumenya. IT-Explore menerima artikel ...