Operations Research: International Conference Series
Vol. 6 No. 1 (2025): Operations Research International Conference Series (ORICS), March 2025

A Study of Public Opinion on the 2024 Regional Elections Using Cosine Similarity and TF-IDF Algorithms

Hidayat, Ari (Unknown)
Qurania, Arie (Unknown)
Iqbal, Mohamad (Unknown)

Article Info

Publish Date
23 Apr 2025

Abstract

The organization of general and regional head elections is an essential aspect of implementing an indirect democracy system. The primary objective of regional elections is to ensure that leaders are elected democratically and act on behalf of the people. The simultaneous holding of regional head elections has become a major topic of public discussion, giving rise to diverse opinions, particularly among Twitter users. This study aims to classify public opinion regarding the 2024 regional head elections using TF-IDF weighting, followed by a classification process with the Cosine Similarity algorithm. Of the 1,000 data points successfully scraped, 34.9% were classified as positive sentiment, 23.5% as negative sentiment, and 37.1% as neutral sentiment

Copyrights © 2025




Citation Download
RIS
EndNote, Reference Manager, ProCite
BibTex
Latex, Jabref
Original Source
Download Original
Google Scholar
Check in Google Scholar
Journal Info
Operations Research: International Conference Series
Website

Abbrev

Orics

Publisher

Indonesian Operations Research Association

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Engineering Mathematics

Description

Operations Research: International Conference Series (ORICS) is published 4 times a year and is the flagship journal of the Indonesian Operational Research Association (IORA). It is the aim of ORICS to present papers which cover the theory, practice, history or methodology of OR. However, since OR ...