Sentiment Analysis of Visitor Reviews on Baturaden Tourist Attraction Using Machine Learning Methods

Sentiment Analysis of Visitor Reviews on Baturaden Tourist Attraction Using Machine Learning Methods

This study evaluates the performance of four machine learning models: Support Vector Machine (SVM), Random Forest, K-Nearest Neighbors (KNN), and Naive Bayes in analyzing visitor reviews of the Lokawisata Baturaden tourist attraction. Using 5-fold cross-validation, the study aims to determine which...

Full description

Bibliographic Details
Main Authors: Mahazam Afrad, Dany Candra Febrianto, Sena Wijayanto, M. Yoka Fathoni
Format: Article
Language:English
Published: Universitas Negeri Semarang 2024-08-01
Series:Edu Komputika Journal
Subjects:
k-nearest neighbors
naive bayes
random forest
sentiment analysis
svm
tourist attraction
visitor reviews
Online Access:https://journal.unnes.ac.id/journals/edukom/article/view/10561

Internet

https://journal.unnes.ac.id/journals/edukom/article/view/10561

Similar Items