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Using social media data to monitor natural disaster: a multi dimension convolutional neural network approach with word embedding
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 …
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
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 …
mitigation of natural disasters. Researchers developed a machine learning-based …
A comparison of word embedding-based extraction feature techniques and deep learning models of natural disaster messages classification
The research aims to compare the classification performance of natural disaster messages
classification from Twitter. The research experiment covers the analysis of three-word …
classification from Twitter. The research experiment covers the analysis of three-word …
Gender Classification of Twitter Users Using Convolutional Neural Network
FA Mubarok, MR Faisal… - MATRIK: Jurnal …, 2023 - journal.universitasbumigora.ac.id
Social media has become a place for social media analysts to obtain data to gain deeper
insights and understanding of user behavior, trends, public opinion, and patterns associated …
insights and understanding of user behavior, trends, public opinion, and patterns associated …
Pemanfaatan Machine Learning Sebagai Sensor Berbasis Media Sosial Untuk Pemantauan Bencana Banjir Di Lahan Basah
Pesan bencana alam di media sosial dapat digunakan sebagai peringatan dini dan
pemantauan saat terjadi bencana alam. Machine learning dapat membantu menentukan …
pemantauan saat terjadi bencana alam. Machine learning dapat membantu menentukan …
A Review on Social Media and Deep Neural Networks for Sentiment Analysis in Emergency Management
S Kanungo, S Jain - 2023 IEEE International Conference on ICT …, 2023 - ieeexplore.ieee.org
Disaster management is essential to ensuring public safety and reducing the impact of
disasters. In recent years, disaster response and recovery have benefited from the use of …
disasters. In recent years, disaster response and recovery have benefited from the use of …
A Comprehensive Performance Assessment of Machine Learning Models for Disaster Management
S Kanungo, S Jain - 2023 IEEE International Conference on ICT …, 2023 - ieeexplore.ieee.org
The incorporation of machine learning into disaster management is a game-changing
development since it improves our preparedness for, reaction to, and recovery from a wide …
development since it improves our preparedness for, reaction to, and recovery from a wide …