Journal of Technology and Computer (JOTECHCOM)
Vol. 1 No. 2 (2024): May 2024 - Journal of Technology and Computer

Sentiment Analysis On Police Brigadier Shooting Case Using K-Means Clustering

Wahyuni , Masri (Unknown)
Rambe, Basyit Mubarroq (Unknown)
Br Tarigan , Yuni Franciska (Unknown)
Gultom , Karyawaty (Unknown)



Article Info

Publish Date
04 May 2024

Abstract

As a medium that can be used to convey public criticism and aspirations in real time, Twitter is used as a data collection source using crawling techniques, to analyze public sentiment or response to the police brigadier shooting case. Latent dirichlet al-location (LDA) is used to determine the topics that appear in each of the collected tweets, and then used as a feature in grouping the contents of the tweets based on their respective sentiment values. The results of clustering using the k-means clustering algorithm obtained are: 11.9% of netizens gave a positive response, 18.9% of netizens gave a neutral response and 69.2% of netizens gave a negative response to the case. Thus, from the results of this study it can be concluded that netizens tend to give a negative response or reaction to the police brigadier shooting case, when viewed from the percentage of each type of response.

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Journal Info

Abbrev

jotechcom

Publisher

Subject

Computer Science & IT

Description

The Journal of Technology and Computer (JOTECHCOM) brings together researchers, academics (faculty and students), and industry practitioners to develop the field, discuss new trends and opportunities, exchange ideas and practices, and promote cross-disciplinary and cross-domain collaboration. ...