Article Per Year (5 Year)
p-Index From 2020 - 2025
0.23
P-Index
This Author published in this journals
All Journal KOMPUTEK
Elfansyah, Muhammad Rayhan
Unknown Affiliation
Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Mechanical Engineering

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
Analisis Sentiment Cyberbullying pada media Youtube menggunakan Algoritma Naïve Bayes Elfansyah, Muhammad Rayhan; Perdana, Muhammad Reifin; Ihram Nabawi, Ikhsan Nuttakwa Takbirata; Rudiman, Rudiman
KOMPUTEK Vol. 8 No. 1 (2024): April
Publisher : Universitas Muhammadiyah Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This research focuses on analyzing cyberbullying sentiment on YouTube using the Naive Bayes algorithm. This study involved data collection and data pre-processing techniques to analyze comments related to Manchester United. The Orange Data Mining application is used for data modeling and analysis. The research methodology and sentiment analysis using Naive Bayes are explained in detail. Data pre-processing includes steps such as removing URLs, tokenization, filtering, and normalization. Analysis uses Naïve Bayes which produces 81% accuracy, 79% precision and 81% recall. The process includes dividing the data into training data and testing data, and the results can be visualized using a confusion matrix. The references include various studies on sentiment analysis using different methods and platforms.
Co-Authors Ihram Nabawi, Ikhsan Nuttakwa Takbirata Perdana, Muhammad Reifin Rudiman, Rudiman