J-SAKTI (Jurnal Sains Komputer dan Informatika)
Vol 6, No 1 (2022): EDISI MARET

Analisis Persepsi Masyarakat Terhadap Komunikasi Kebijakan Menggunakan Topic Modelling (Kebijakan Protokol Kesehatan Covid-19 Dalam Penggunaan Masker)

Wulan Hilmi Rochmawati (Universitas Telkom)
Gadang Ramantoko (Universitas Telkom)
Eva Nurhazizah (Universitas Telkom)



Article Info

Publish Date
30 Mar 2022

Abstract

The application of health protocols has become a new habit in the Covid-19 pandemic, one of which is the use of masks. Presidential Instruction Number 6 of 2020 on August 4, 2020, has stipulated the obligation to use masks in Indonesia. This study aims to determine the topics formed on the Twitter network and public perceptions before and before the implementation of the Presidential Instruction. Tweet data with the hashtags “#gunakanmasker” and “#indonesiaterserah” were collected during the period from March 2 to November 30, 2020. The data was processed using the Topic Modeling method with Python software. The results show that the topics formed before the Presidential Instruction were "prevent-protect" and the topics after the Presidential Instruction were "compulsory-mandatory". The Chi-Square test shows that the topics formed before and before the implementation of the Presidential Instruction are independent. The topics that were mined from the tweet data were then checked for compliance with the policy framework consisting of the variables of perceived knowledge, social trust, perceived benefits, and perceived risks

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Journal Info

Abbrev

jsakti

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Energy

Description

J-SAKTI adalah jurnal yang diterbitkan oleh LPPM STIKOM Tunas Bangsa yang berfokus di bidang Manajemen Informatika. Pengiriman artikel tidak dipungut biaya, kemudian artikel yang diterima akan diterbitkan secara online dan dapat diakses secara gratis. Topik dari J-SAKTI adalah sebagai berikut (namun ...