Penanganan Imbalanced Dataset untuk Klasifikasi Komentar Program Kampus Merdeka Pada Aplikasi Twitter

C Magnolia, A Nurhopipah… - Edu Komputika Journal, 2022 - journal.unnes.ac.id
Imbalanced dataset merupakan hal yang sering ditemukan secara alami dalam proses
penambangan data. Kondisi ini sangat mempengaruhi keakuratan klasifikasi data seperti …

[PDF][PDF] Pemanfaatan Machine Learning Sebagai Sensor Berbasis Media Sosial Untuk Pemantauan Bencana Banjir Di Lahan Basah

MR Faisal, I Budiman, F Abadi - Prosiding Seminar Nasional …, 2023 - researchgate.net
Pesan bencana alam di media sosial dapat digunakan sebagai peringatan dini dan
pemantauan saat terjadi bencana alam. Machine learning dapat membantu menentukan …

Classification of natural disaster on online news data using machine learning

M Laya, MK Delimayanti, A Mardiyono… - 2021 5th …, 2021 - ieeexplore.ieee.org
We know neither what the future holds nor what will occur in the future. It is impossible to
anticipate what the next instant may bring, and it could be awful. A natural disaster is an …

Natural Disaster Monitoring Information System from Social Media Data Using Naïve Bayes Algorithm

EA Tasya, RE Saputra, C Setianingsih… - 2023 10th …, 2023 - ieeexplore.ieee.org
In Indonesia, there have been several natural disasters, such as earthquakes, tsunamis,
landslides, floods, and others. Because Indonesia is situated where the Eurasian, Pacific …

Implementation of Text Processing Techniques on Citizen Opinions Regarding Floods in Surabaya

PA Alia, JS Prayogo, RW Febriana - ELECTRON Jurnal Ilmiah …, 2024 - jurnalelectron.org
An analysis of residents opinions on flooding in Surabaya is essential to identify their
perceptions and aspirations towards this disaster. This can facilitate the making of …

Analisis Sentimen Program Jaminan Kesehatan Nasional Menggunakan Multiclass Support Vector Machine

NGA Dasriani, LAG Pariandi… - BIOS: Jurnal Teknologi …, 2025 - bios.sinergis.org
Optimizing the implementation on National Helath Insurance which requires the use of BPJS
participant cards in various public services is one of the government policies that is widely …

Geospatial Sentiment Analysis Using Twitter Data on Natural Disasters in Indonesia with Support Vector Machine (SVM) Algorithm

MA Nulhakim, Y Sibaroni… - … on Information and …, 2024 - socjs.telkomuniversity.ac.id
Twitter serves as a crucial platform for expressing public sentiment during natural disasters.
This study conducts geospatial sentiment analysis on 988 labeled tweets related to the …

Analyzing Public Sentiments on Disaster Relief Efforts Through Social Media Data

MR Fakhruddin, R Wijaya… - INTEK: Jurnal …, 2024 - jurnal.poliupg.ac.id
Social media has become a source of quick but not necessarily accurate information.
Especially in social media X, which is often used to share information. This research aims to …

KLASIFIKASI BIDANG FOKUS PUBLIKASI JURNAL PENELITIAN YANG TERINDEKS PADA PORTAL GARUDA DENGAN METODE MULTICLASS SUPPORT …

D NASRULLAH - 2023 - repository.unissula.ac.id
Penelitian ini memiliki tujuan untuk membuat model klasifikasi bidang fokus penelitian
berupa jurnal yang terindeks pada portal Garuda dengan menggunakan metode Multiclass …