The predicting public sentiment evolution on public emergencies under deep learning and internet of things

M Chen, W Du - The Journal of Supercomputing, 2023 - Springer
public emergencies. Firstly, this paper expounds on the blocking process of the OPS evolution
on public emergencies … OPS evolution to control public emergencies and OPS through the …

Application of edge computing combined with deep learning model in the dynamic evolution of network public opinion in emergencies

M Chen, L Zhang - The Journal of Supercomputing, 2023 - Springer
… (CC) with Deep Learning (DL) model to identify NPOs in public emergencies, classify
emotions in NPO, and summarize the general features of NPOs in public emergencies from the …

Application of deep learning in the early detection of emergency situations and security monitoring in public spaces

W Villegas-Ch, J Govea - Applied System Innovation, 2023 - mdpi.com
… for early emergency detection and safety monitoring in public spaces using deep learning
from captured audio signals and using a deep learning model trained with data collected both …

Early warning method for public health emergency under artificial neural network in the context of deep learning

S Zheng, X Hu - Frontiers in Psychology, 2021 - frontiersin.org
public health emergencies’ early warning is significant for people all over the world. Therefore,
in deep learning… early warning system for public health emergencies. The relevant news …

Rapid risk assessment of emergency evacuation based on deep learning

J Li, Y Hu, J Li - IEEE Transactions on Computational Social …, 2021 - ieeexplore.ieee.org
… In this article, taking a public stadium as the case, a risk assessment method with the … for
complex systems, deep learning methods are invoked in this article. For deep learning, it is very …

[HTML][HTML] A deep-learning-based emergency alert system

B Kang, H Choo - ICT express, 2016 - Elsevier
… -related emergencies, flu pandemics, and other emergencies all require … emergency
information to the public. This paper presents our design of a deep-learning-based emergency

Collaborative emergency decision-making: A framework for deep learning with social media data

J Qin, M Li, X Wang, W Pedrycz - International Journal of Production …, 2024 - Elsevier
… that for similar emergencies, the focus of publicpublic attention to emergencies at different
stages, providing reliable data and experience support for future EDM of similar emergencies. …

Deep learning based sentiment analysis during public health emergency

Z Pan, W Xu - … on Intelligent Human-Machine Systems and …, 2021 - ieeexplore.ieee.org
… In order to solve these problems, this paper proposes a model BERT_RCNN for sentiment
analysis of netizens during public health emergency based on deep learning. BERT_RCNN …

[HTML][HTML] Using artificial intelligence to identify emergency messages on social media during a natural disaster: A deep learning approach

CJ Powers, A Devaraj, K Ashqeen, A Dontula… - International Journal of …, 2023 - Elsevier
… tweets from the general public at scale. Machine learning methods can be especially …
As a result, this study uses machine learning, artificial intelligence, and information systems …

DeepER: A Deep Learning based Emergency Resolution Time Prediction System

G Bejarano, A Kulkarni, X Luo… - … on Internet of Things …, 2020 - ieeexplore.ieee.org
… resources to ensure public safety, smooth functioning of cities and address such incidents
in a timely manner. To engage the public in coordinating these emergency response services …