[HTML][HTML] Social media use in disaster recovery: A systematic literature review

RI Ogie, S James, A Moore, T Dilworth… - International Journal of …, 2022 - Elsevier
Studies on the role of social media in disaster management have so far focused mainly on
early phases of the disaster response process. Published evidence regarding the scope and …

A systematic review of the use of topic models for short text social media analysis

CDP Laureate, W Buntine, H Linger - Artificial Intelligence Review, 2023 - Springer
Recently, research on short text topic models has addressed the challenges of social media
datasets. These models are typically evaluated using automated measures. However, recent …

Exploring customer satisfaction in cold chain logistics using a text mining approach

MK Lim, Y Li, X Song - Industrial Management & Data Systems, 2021 - emerald.com
Purpose With the fierce competition in the cold chain logistics market, achieving and
maintaining excellent customer satisfaction is the key to an enterprise's ability to stand out …

[HTML][HTML] The use of crowdsourced social media data to improve flood forecasting

C Songchon, G Wright, L Beevers - Journal of Hydrology, 2023 - Elsevier
Reliable flood forecasting systems are essential for predicting and mitigating the impact of
flooding worldwide. However, minimising flood forecast uncertainties remains a challenging …

Temporal and spatial evolution and influencing factors of public sentiment in natural disasters—a case study of typhoon haiyan

T Zhang, C Cheng - ISPRS International Journal of Geo-Information, 2021 - mdpi.com
The public's attitudes, emotions, and opinions reflect the state of society to a certain extent.
Understanding the state and trends of public sentiment and effectively guiding the direction …

Contribution of social media analytics to disaster response effectiveness: A systematic review of the literature

T Acikara, B Xia, T Yigitcanlar, C Hon - Sustainability, 2023 - mdpi.com
Disasters are sudden and catastrophic events with fatal consequences. Time-sensitive
information collection from disaster zones is crucial for improved and data-driven disaster …

Understanding human activities in response to typhoon Hato from multi-source geospatial big data: A case study in Guangdong, China

S Huang, Y Du, J Yi, F Liang, J Qian, N Wang, W Tu - Remote Sensing, 2022 - mdpi.com
Every year typhoons severely disrupt the normal rhythms of human activities and pose
serious threats to China's coast. Previous studies have shown that the impact extent and …

[HTML][HTML] DLRGeoTweet: A comprehensive social media geocoding corpus featuring fine-grained places

X Hu, T Elßner, S Zheng, HN Serere, J Kersten… - Information Processing …, 2024 - Elsevier
Every day, many short text messages on social media are generated in response to real-
world events, providing a valuable resource for various domains such as emergency …

Postearthquake situational awareness based on mobile phone signaling data: An example from the 2017 Jiuzhaigou earthquake

K Dai, C Cheng, S Shen, K Su, X Zheng… - International Journal of …, 2022 - Elsevier
Mobile phone signaling data reflect people's real-time geographic location and trajectory.
Current research focuses on utilizing mobile phone signaling data to analyze urban …

Temporal patterns and life cycle dynamics of social media user activity during disasters: A data-driven approach for effective crisis communication

R Al Aziz, P Agarwal, J McGuinness… - Expert Systems with …, 2024 - Elsevier
Situational awareness of social media user activity during disasters is essential for effective
and efficient crisis communication. Social media platforms such as Twitter and Facebook …