An ALBERT-based TextCNN-Hatt hybrid model enhanced with topic knowledge for sentiment analysis of sudden-onset disasters
X Zhang, Y Ma - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Sudden-onset disasters put forward new requirements for on the state authorities' ability to
analyze public opinion sentiment. However, traditional sentiment analysis methods ignore …
analyze public opinion sentiment. However, traditional sentiment analysis methods ignore …
Sensitivity of Chinese stock markets to individual investor sentiment: An analysis of Sina Weibo mood related to COVID-19
J Li, HJ Ahn - Journal of Behavioral and Experimental Finance, 2024 - Elsevier
This research explores the impact of individual investor sentiment derived from social
networks on stock market returns. Using keyword-based techniques, we collect and analyze …
networks on stock market returns. Using keyword-based techniques, we collect and analyze …
Public opinion dissemination with incomplete information on social network: A study based on the infectious diseases model and game theory
B Wu, T Yuan, Y Qi, M Dong - Complex System Modeling and …, 2021 - ieeexplore.ieee.org
Given the fragmentation of public opinion dissemination and the lag of network users'
cognition, the paper analyzes public opinion dissemination with incomplete information …
cognition, the paper analyzes public opinion dissemination with incomplete information …
Deep learning approach in sentiment analysis: A review
EAH Khalil, EMF El Houby… - 2020 15th International …, 2020 - ieeexplore.ieee.org
Sentiment Analysis (SA) is the field that combines Natural Language Processing (NLP),
Computational Linguistics (CL) and text analysis to study people's opinions through, by …
Computational Linguistics (CL) and text analysis to study people's opinions through, by …
Simulation model on network public opinion communication model of major public health emergency and management system design
L Li, Y Wan, D Plewczynski, M Zhi - Scientific Programming, 2022 - Wiley Online Library
In order to identify the communication law of network public opinion in major public health
emergency, a multifactor communication model based on multiagent modeling is proposed …
emergency, a multifactor communication model based on multiagent modeling is proposed …
A deep learning approach for ideology detection and polarization analysis using covid-19 tweets
Polarization analysis is critical for effective policy and strategy implementation. Various
aspects of the COVID-19 pandemic are discussed on social media platforms extensively …
aspects of the COVID-19 pandemic are discussed on social media platforms extensively …
Integration of deep learning techniques for sentiment and emotion analysis of social media data
Sentiment analysis (SA) and emotion analysis (EA) are commonly used to understand
people's feelings and opinions on a given topic. COVID-19 is an emerging infectious …
people's feelings and opinions on a given topic. COVID-19 is an emerging infectious …
[PDF][PDF] 基于LDA 模型的新冠肺炎疫情微博用户主题聚类图谱及主题传播路径研究
张柳, 王晰巍, 黄博, 刘婷艳 - 情报学报, 2021 - qbxb.istic.ac.cn
摘要本文构建“日本钻石邮轮” 舆情话题微博用户的主题聚类图谱和对网络社群间主题传播路径
进行分析, 可以更好地识别微博用户主题特征和意见领袖, 从而帮助舆情监管部门对舆情进行更 …
进行分析, 可以更好地识别微博用户主题特征和意见领袖, 从而帮助舆情监管部门对舆情进行更 …
[HTML][HTML] A Study of Public Attitudes toward Shanghai's Image under the Influence of COVID-19: Evidence from Comments on Sina Weibo
Y Guo, L Zu, D Chen, H Zhang - International Journal of Environmental …, 2023 - mdpi.com
With the advent of the Internet era, Chinese users tend to choose to express their opinions
on social media platforms represented by Sina Weibo. The changes in people's emotions …
on social media platforms represented by Sina Weibo. The changes in people's emotions …
[HTML][HTML] Dynamics analysis and optimal control study of uncertain information dissemination model triggered after major emergencies
B Li, H Li, Q Sun, R Lv, H Yan - Frontiers in Physics, 2024 - frontiersin.org
In order to effectively prevent and combat online public opinion crises triggered by major
emergencies, this paper explores the dissemination mechanism of uncertain information on …
emergencies, this paper explores the dissemination mechanism of uncertain information on …