Teknik Preprocessing Pada Text Mining Menggunakan Data Tweet “Mental Health”

D Rifaldi, A Fadlil - Decode: Jurnal Pendidikan Teknologi …, 2023 - journal.umkendari.ac.id
Indonesia merupakan salah satu negara di kategorikan pengguna media sosial twitter
terbanyak yaitu mencapai 18, 45 pada periode januari tahun 2022 juta pengguna sehingga …

[PDF][PDF] Development and Comparison of Multiple Emotion Classification Models in Indonesia Text Using Machine Learning

A Zamsuri, S Defit, GW Nurcahyo - Journal of Advances in Information …, 2024 - jait.us
Emotion is an individual's response to an event or situation. Research related to emotions in
the field of data science falls under sentiment analysis, where sentiment analysis mostly …

[PDF][PDF] Enhancing Accuracy by Using Boosting and Stacking Techniques on the Random Forest Algorithm on Data from Social Media X

TA Putra, V Ariandi, S Defit - ILKOM Jurnal Ilmiah, 2024 - core.ac.uk
Online loans (commonly referred to as Pinjol) have become a widespread phenomenon in
Indonesia, both in legal and illegal forms. It is undeniable that this is in line with the rapid …

Enhancing Classification Performance: A Study on SMOTE and Ensemble Learning Techniques

NA Rahmi, S Defit - … on Future Technologies for Smart Society …, 2024 - ieeexplore.ieee.org
This research focuses on improving the performance of classification algorithms by
employing the Synthetic Minority Over-sampling Technique (SMOTE) and ensemble …

Comparative Analysis of Machine Learning Algorithms with SMOTE and Boosting Techniques in Accuracy Improvement

Y Irawan, R Wahyuni, R Ordila - The Indonesian Journal of Computer …, 2024 - ijcs.net
This research explores and enhances accuracy in sentiment classification related to
Indonesia's Capital City relocation by combining Naive Bayes (NB), Random Forest (RF) …

KLASIFIKASI PELECEHAN SEKSUAL MENGGUNAKAN ALGORITMA MACHINE LEARNING DENGAN PENDEKATAN ASPECT BASE SENTIMENT ANALYSIS

A Zamsuri, S Djusar, E Elvira - ZONAsi: Jurnal Sistem …, 2025 - pustaka-psm.unilak.ac.id
Pemilihan umum menjadi salah satu momen krusial dalam suatu negara untuk menentukan
arah dan kepemimpinan. Namun, dengan berkembangnya teknologi digital, munculnya …