KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Vol. 9 No. 2 (2023): Kalbisiana

Pengembangan Aplikasi Analisis Sentimen Terhadap Rencana Pemindahan Ibu Kota Negara Republik Indonesia

Rudy Yohanes Liemawan (Institut Teknologi dan Bisnis Kalbis)

Article Info

Publish Date
03 Jul 2023

Abstract

This study aims to classify the sentiments of public opinion on the plan to move the country's capital city from Jakarta to Nusantara. The data is from Twitter, with 570 tweets taken on March 21-30, 2022. The software development method used is the incremental method. The tweets are divided into two parts. The first part has 285 tweets for the first increment and the rest for the second increment. The first part has 242 positive tweets and 43 negative ones. This study uses the Bernoulli Naïve Bayes method. The evaluation results of the sentiment analysis model obtained an average accuracy of 82.46%, precision of 95.02%, recall of 85.79%, and f1-score of 90.12%. Then the application results in the second incremental stage can be used to predict sentiment from 285 tweets that have not been labelled.

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Journal Info
KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Website

Abbrev

kalbisiana

Publisher

UNIVERSITAS KALBIS

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Industrial & Manufacturing Engineering Social Sciences

Description

KALBISIANA Jurnal Sains, Bisnis dan Teknologi adalah jurnal akses terbuka akademik yang bertujuan untuk mempromosikan integrasi sains, bisnis dan teknologi. Fokusnya adalah menerbitkan makalah tentang sains, bisnis dan teknologi. Makalah yang dikirimkan akan ditinjau oleh komite teknis jurnal. Semua ...