Using social media data to monitor natural disaster: a multi dimension convolutional neural network approach with word embedding

MR Faisal, I Budiman, F Abadi, M Haekal… - … (Rekayasa Sistem dan …, 2022 - jurnal.iaii.or.id
Social media has a significant role in natural disaster management, namely as an early
warning and monitoring when natural disasters occur. Artificial intelligence can maximize …

Applying features based on word embedding techniques to 1d cnn for natural disaster messages classification

MR Faisal, I Budiman, F Abadi… - … of Computer and …, 2022 - ieeexplore.ieee.org
Messages of natural disasters on social media can be used as an early warning and
mitigation of natural disasters. Researchers developed a machine learning-based …

Gender Classification on Social Media Messages Using fastText Feature Extraction and Long Short-Term Memory

H Sa'diah, MR Faisal, A Farmadi, F Abadi… - Journal of Electronics …, 2024 - jeeemi.org
Currently, social media is used as a platform for interacting with many people and has also
become a source of information for social media researchers or analysts. Twitter is one of …

[PDF][PDF] Aplikasi Informasi Gempa Menggunakan Data Terbuka BMKG

R Sahrial, B Muslim - Media Jurnal Informatika, 2023 - researchgate.net
Pengolahan dan penyampaian data menggunakan teknologi dan sistem informasi dapat
dilakukan secara mudah, cepat, dan tepat sehingga informasi sampai kepada yang …

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

MRFI Budiman, F Abadi - Prosiding Seminar Nasional Lingkungan …, 2023 - snllb.ulm.ac.id
Pesan bencana alam di media sosial dapat digunakan sebagai peringatan dini dan
pemantauan saat terjadi bencana alam. Machine learning dapat membantu menentukan …

Enhancing Natural Disaster Monitoring: A Deep Learning Approach to Social Media Analysis Using Indonesian BERT Variants

KE Fitriani, MR Faisal, MI Mazdadi, F Indriani… - Indonesian Journal of …, 2025 - ijeeemi.org
Social media has become a primary source of real-time information that can be leveraged by
artificial intelligence to identify relevant messages, thereby enhancing disaster …

Analisis Data Eksplorasi Dataset Gempa Bumi Indonesia

RS Narastu, M Wiranata… - JOURNAL SAINS …, 2025 - ejurnal.kampusakademik.co.id
This study aims to perform Exploratory Data Analysis (EDA) on earthquake data in Indonesia
obtained from the Meteorology, Climatology, and Geophysics Agency (BMKG). The data …

[TRÍCH DẪN][C] Sentiment Analysis Dalam Pengaplikasiannya

SU Masruroh, M Karim, S Kom, MT Herlino Nanang… - Deepublish