Analytics of location-based big data for smart cities: Opportunities, challenges, and future directions

H Huang, XA Yao, JM Krisp, B Jiang - Computers, Environment and Urban …, 2021 - Elsevier
The growing ubiquity of location/activity sensing technologies and location-based services
(LBS) has led to a large volume and variety of location-based big data (LocBigData), such …

Collecting, analyzing, and visualizing location-based social media data: review of methods in GIS-social media analysis

MK McKitrick, N Schuurman, VA Crooks - GeoJournal, 2023 - Springer
With billions of active users, social media platforms now generate spatial data on a massive
scale, which presents researchers with opportunities to use this data in new and innovative …

[HTML][HTML] Social media data in urban design and landscape research: A Comprehensive literature review

C Yang, T Liu - Land, 2022 - mdpi.com
Social media data have been widely used in natural sciences and social sciences in the
past 5 years, benefiting from the rapid development of deep learning frameworks and Web …

[HTML][HTML] Spatiotemporal Characteristics and Resilience of Urban Network Structure during the Spring Festival Travel Rush: A Case Study of Urban Agglomeration in …

S Wei, J Pan - Complexity, 2021 - hindawi.com
With the increasing trend of globalization, large-scale and diffuse population flow have
become vital carriers characterizing users' spatial behaviors. Network analysis provides a …

The promise of excess mobility analysis: measuring episodic-mobility with geotagged social media data

X Huang, Y Martin, S Wang, M Zhang… - Cartography and …, 2022 - Taylor & Francis
Human mobility studies have become increasingly important and diverse in the past decade
with the support of social media big data that enables human mobility to be measured in a …

[PDF][PDF] Revealing the Perceived Community Resilience During the Pandemic in the City Area of Harbin through Social Media.

X Liang, J Cui, W Qin, Y Liu, Y Zhang - Polish Journal of Environmental …, 2024 - pjoes.com
The use of social media has played a significant role in influencing individuals' perceptions
of community resilience, particularly in the face of global disasters. The study focuses on the …