Research graph
References from Visual-affect-guided spatiotemporal graph modeling of disaster-image diffusion for embodied decision support. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2018 · External reference
Noise-aware graph neural networks for multimodal semantic alignment in social media sentiment analysis
10.1016/j.engappai.2026.114058 · 2026 · External reference
Modeling information diffusion on social media: the role of the saturation effect
10.3390/math13060963 · 2025 · External reference
Information diffusion modeling in social networks: a comparative analysis of delay mechanisms using population dynamics
10.3390/app15116092 · 2025 · External reference
Visual sentiment analysis using deep learning models with social media data
10.3390/app12031030 · 2022 · External reference
Extracting the diffusion dynamics of crisis information on online social networks: model and application
10.1016/j.ijdrr.2023.104226 · 2024 · External reference
Attention to misleading and contentious tweets in the case of hurricane Harvey
10.1007/s11069-020-04430-w · 2021 · External reference
Sentiment analysis of natural disaster images obtained from social media: an experimental study
10.5336/healthsci.2024-103042 · 2024 · External reference
A multi-modal social media data analysis framework: exploring the complex relationships among urban environment, public activity, and public perception-a case study of Xi'an, China
10.1016/j.ecolind.2025.113118 · 2025 · External reference
DisasterRes-net: a framework for analyzing social media images in disaster response
10.1016/j.ijdrr.2024.105119 · 2025 · External reference
Topical and emotional expressions regarding extreme weather disasters on social media: a comparison of posts from official media and the public
10.1057/s41599-022-01457-1 · 2022 · External reference
BigST: linear-complexity spatiotemporal graph neural network for traffic forecasting on large-scale road networks
10.14778/3641204.3641217 · 2024 · External reference
Multimodal GeoAI: an integrated spatiotemporal topic-sentiment model for the analysis of geo-social media posts for disaster management
10.1016/j.jag.2025.104540 · 2025 · External reference
Visual sentiment analysis from disaster images in social media
10.3390/s22103628 · 2022 · External reference
A systematic review of social media-based sentiment analysis in disaster risk management
10.1016/j.ijdrr.2025.105487 · 2025 · External reference
Unsupervised multimodal graph-based model for geo-social analysis
10.1007/s10489-026-07175-4 · 2026 · External reference
Continuous-time dynamic graph networks integrated with knowledge propagation for social media rumor detection
10.3390/math12223453 · External reference
A network public opinion trend estimation model using a scale-free network algorithm
10.1155/2022/6784694 · 2022 · External reference
Multi-modal sentiment analysis based on image and text fusion based on cross-attention mechanism
10.3390/electronics13112069 · External reference
Spatiotemporal distribution of cross-platform public opinion in the 2023 Dezhou earthquake: implications for disaster-resilient emergency management
10.3390/su172410937 · 2025 · External reference
Learning continuous dynamic network representation with transformer-based temporal graph neural network
10.1016/j.ins.2023.119596 · 2023 · External reference
Enhancing image sentiment analysis: a user-centered approach through user emotions and visual features
10.1016/j.ipm.2024.103749 · 2024 · External reference
Diffusion prediction of competitive information with time-varying attractiveness in social networks
10.1016/j.ipm.2024.103739 · 2024 · External reference
Exploring the impact of sentiment on multi-dimensional information dissemination using COVID-19 data in China
10.1016/j.chb.2023.107733 · 2023 · External reference
A multimodal framework for modeling and predicting information propagation in online social networks
10.1186/s40537-026-01381-0 · 2026 · External reference
Multi-level context pyramid network for visual sentiment analysis
10.3390/s21062136 · 2021 · External reference
Dynamics of temporal influence in polarised networks
10.1371/journal.pone.0337753 · 2025 · External reference
Information diffusion analysis: process, model, deployment, and application
10.1017/s0269888924000109 · 2024 · External reference
Social network information diffusion model with diverse user forwarding thresholds
10.23919/jsc.2025.0019 · 2024 · External reference
Dual-gated graph convolutional recurrent unit with integrated graph learning (DG3L): a novel recurrent network architecture with dynamic graph learning for spatiotemporal predictions
10.3390/e27020099 · 2025 · External reference
Public perception towards deepfake through topic modelling and sentiment analysis of social media data
10.1007/s13278-025-01445-8 · 2025 · External reference
Unresolved reference
2026 · External reference
Multimodal social sensing for the spatiotemporal evolution and assessment of nature disasters
10.3390/s24185889 · 2024 · External reference
Disaster misinformation and its corrections on social media: spatiotemporal proximity, social network, and sentiment contagion
10.1080/24694452.2023.2271549 · 2024 · External reference
Dynamic graph convolutional networks with temporal representation learning for traffic flow prediction
10.1038/s41598-025-01696-7 · 2025 · External reference
The interaction of multiple information on multiplex social networks
10.1016/j.ins.2022.05.036 · 2022 · External reference
Research on the dynamic spread of information in social networks based on relationship strength theory and feedback mechanism
10.3389/fphy.2024.1327161 · 2024 · External reference
Visual sentiment analysis with semantic correlation enhancement
10.1007/s40747-023-01296-w · 2024 · External reference
Beyond network centrality: individual-level behavioral traits for predicting information superspreaders in social media
10.1093/nsr/nwae073 · 2024 · External reference
Analyzing the spatial-temporal dynamics of disaster risk based on social media data: a case study of Weibo during the typhoon Yagi period
10.3389/fpubh.2025.1528199 · 2025 · External reference
Information diffusion prediction based on cascade sequences and social topology
10.1016/j.compeleceng.2023.108782 · 2023 · External reference
