Asian Journal of Social and Humanities
Vol. 1 No. 12 (2023): Asian Journal of Social and Humanities

Analysis of School Community Sentiment towards Personal Data Protection Law Using Support Vector Machine (SVM) Method

Gusti Fachman Pramudi (Universitas Esa Unggul)
Gerry Firmansyah (Universitas Esa Unggul, Indonesia)
Budi Tjahjono (Universitas Esa Unggul, Indonesia)
Agung Mulyo Widodo (Universitas Esa Unggul, Indonesia)



Article Info

Publish Date
25 Sep 2023

Abstract

This research aims to analyze the awareness status of the school community regarding the right to personal data protection, test and analyze the sentiments of the school community towards the implementation of the Personal Data Protection Law and as a means of outreach regarding personal data protection laws in the world of education, especially school community besides that to find out whether the Support Vector Machine method can be used as a method in conducting Sentiment Analysis research. The results of this study can be concluded that only 38% of the school community knows about this regulation while the other 62% still don't know much about this rule. Then for the use of the Support Vector Machine method which has been carried out five (5) trials using different variations of training data and test data produces an average accuracy rate of 85.97% with the highest results on training data and test data 50% - 50% that is equal to 88.00% and the lowest result is in the experiment of training data and test data of 90% - 10% which is equal to 84.44%. For the school community's sentiment towards the Personal Data Protection Act, it was 56% or as many as 496 of 887 words. which shows a neutral response and 8% or as many as 72 out of 887 sentiment words show a negative response.

Copyrights © 2023






Journal Info

Abbrev

jsh

Publisher

Subject

Decision Sciences, Operations Research & Management Earth & Planetary Sciences Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice

Description

Asian Journal of Social and Humanities is a scientific journal in the form of research and can be accessed openly. This journal is published once bimonthly by Beritrust Publisher. Asian Journal of Social and Humanities provides a means for ongoing discussion of relevant issues that fall within the ...