Classification of multiple emotions in Indonesian text using the k-nearest neighbor method

A Zamsuri, S Defit, GW Nurcahyo - Journal of Applied …, 2023 - journal.yrpipku.com
Emotions are expressions manifested by individuals in response to what they see or
experience. In this study, emotions were examined through individuals' tweets regarding the …

[HTML][HTML] Enhancing sentiment classification performance using hybrid query expansion ranking and binary particle swarm optimization with adaptive inertia weights

PH Prastyo, R Hidayat, I Ardiyanto - ICT Express, 2022 - Elsevier
Abstract Machine learning-based sentiment classification is the best-performing method to
understand public sentiment. However, the method has some problems, such as noisy …

Public opinion analysis of presidential candidate using Naïve Bayes method

AA Firdaus, A Yudhana, I Riadi - Kinetik: Game Technology …, 2023 - kinetik.umm.ac.id
Elections for president and vice president will take place in 2024. Heading into the election,
promoted candidates were vying for public sympathy. People often discussed as …

Sentiment Analysis of League of Legends: Wild Rift Reviews on Google Play Using Naã Ve Bayes Classifier

K Khadijah, N Sabilly, FA Nugroho - Jurnal Ilmiah Kursor, 2023 - kursorjournal.org
Abstract League of Legends: Wild Rift is a mobile game with more than 48 million
downloads worldwide. The game publishers could earn profit from selling item in the game …

Content-based filtering using cosine similarity algorithm for alternative selection on training programs

MF Abdurrafi, DHU Ningsih - Journal of Soft Computing …, 2023 - shmpublisher.com
The large selection of training programs provided by the Ministry of Manpower of the
Republic of Indonesia makes it difficult for prospective trainees to choose a training program …

Enhancing Sentiment Analysis using Machine Learning Predictive Models to Analyze Social Media Reviews on Junk Food

MR Ajmain, MF Khatun, SS Bandan… - 2022 13th …, 2022 - ieeexplore.ieee.org
In the last few years, the Use of social media has increased immensely. People share
different types of opinions on social media like Facebook posts, comments, tweets etc …

A malay language cyberbullying detection model on twitter using supervised machine learning

NFB Johari, J Jaafar - 2022 International Visualization …, 2022 - ieeexplore.ieee.org
This research detects cyberbullying for the Malay language using supervised machine
learning (ML) and Natural Language Processing (NLP). Due to the high number of …

A combination of query expansion ranking and ga-svm for improving indonesian sentiment classification performance

PH Prastyo, I Ardiyanto, R Hidayat - Procedia Computer Science, 2021 - Elsevier
The sentiment classification method is a research field that is proliferating in Indonesia since
it is fast in extracting public opinion and provides essential and valuable information for …

Employee Attrition and Performance Prediction using Univariate ROC feature selection and Random Forest

A Nurhindarto, EW Andriansyah, F Alzami… - Kinetik: Game …, 2021 - kinetik.umm.ac.id
Each company applies a contract extension to assess the performance of its employees.
Employees with good performance in the company are entitled to future contracts within a …

Development of extraction features for Detecting Adolescent Personality with Machine Learning Algorithms

IA Wisky, S Defit, GW Nurcahyo - JOIV: International Journal on Informatics …, 2024 - joiv.org
This study aims to develop a Natural Language Processing (NLP)-based feature extraction
algorithm optimized for personality type classification in adolescents. The algorithm used is …