RESOLUSI : REKAYASA TEKNIK INFORMATIKA DAN INFORMASI
Vol. 3 No. 6 (2023): RESOLUSI July 2023

Analisis Sentimen Wacana Penerapan Jalan Berbayar di Jakarta Menggunakan Algoritma SVM

Ahmad Fauzi (Unknown)
Eko harli (Unknown)
Tria Hadi Kusmanto (Unknown)



Article Info

Publish Date
31 Jul 2023

Abstract

Traffic congestion is a serious problem faced by major cities worldwide, including Jakarta. One effort to address traffic congestion in Jakarta is by implementing Electronic Road Pricing (ERP) on certain road sections. The proposal for implementing ERP is a controversial policy in Jakarta, and understanding the sentiment of the community regarding this policy is crucial for decision-making. Twitter, as the largest social media platform, serves as a platform for the public to voice their opinions regarding this policy. This research aims to analyze the discourse sentiment related to the implementation of ERP in Jakarta using the Support Vector Machine (SVM) algorithm. The sentiment data used consists of positive and negative sentiments. The research results show that the SVM algorithm achieved an accuracy rate of 81%, precision of 83%, and recall of 85%.

Copyrights © 2023






Journal Info

Abbrev

resolusi

Publisher

Subject

Computer Science & IT

Description

Resolusi : Rekayasa Teknik Informatika dan Informasi, membahas ilmu dibidang Informatika, Sistem Informasi, Manajemen Informatika, DSS, AI, ES, Jaringan, sebagai wadah dalam menuangkan hasil penelitian baik secara konseptual maupun teknis yang berkaitan dengan Teknologi Informatika dan Komputer. ...