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 …

Characterizing metro stations via urban function: Thematic evidence from transit-oriented development (TOD) in Hong Kong

Z Yu, X Zhu, X Liu - Journal of transport geography, 2022 - Elsevier
The strategies using transit-oriented development (TOD) to optimize transportation
sustainability have been implemented in many metropolitan areas and extended beyond the …

Out-of-Home advertising: A systematic review and research agenda

RT Wilson - Journal of Advertising, 2023 - Taylor & Francis
Abstract Out-of-home (OOH) advertising is an important and prominent component in many
advertising campaigns. Yet the medium is underresearched, and scholarly research is …

Visualizing and exploring POI configurations of urban regions on POI-type semantic space

K Liu, L Yin, F Lu, N Mou - Cities, 2020 - Elsevier
POI configuration of a region indicates a combination of POI counts on various types inside
the region. Exploring POI configurations of urban regions facilitates to understand their …

[HTML][HTML] Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification

N Bai, P Nourian, R Luo, T Cheng… - ISPRS Journal of …, 2023 - Elsevier
Mapping cultural significance of heritage properties in urban environment from the
perspective of the public has become an increasingly relevant process, as highlighted by the …

Investigating urban metro stations as cognitive places in cities using points of interest

K Liu, P Qiu, S Gao, F Lu, J Jiang, L Yin - Cities, 2020 - Elsevier
The significance of urban metro stations extends beyond their roles as transport nodes in a
city. Their surroundings are usually well-developed and attract a lot of human activities …

Understanding public transit patterns with open geodemographics to facilitate public transport planning

Y Liu, T Cheng - Transportmetrica A: Transport Science, 2020 - Taylor & Francis
Plentiful studies have discussed the potential applications of contactless smart card from
understanding interchange patterns to transit network analysis and user classifications …

Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling

K Liu, S Gao, F Lu - Computers, Environment and Urban Systems, 2019 - Elsevier
The development of mobile positioning technologies makes massive individual trajectory
data easily accessible, which facilitates the revisit of spatial interaction issue in recent years …

[HTML][HTML] Vivid London: Assessing the resilience of urban vibrancy during the COVID-19 pandemic using social media data

M Chen, Y Liu, Z Ye, S Wang, W Zhang - Sustainable Cities and Society, 2024 - Elsevier
Since COVID-19, the focus on urban resilience has intensified, particularly on cities' ability to
adapt and recover while maintaining essential functions and liveability; however, few studies …

Minimizing the regret of an influence provider

Y Zhang, Y Li, Z Bao, B Zheng… - Proceedings of the 2021 …, 2021 - dl.acm.org
Influence maximization has been studied extensively from the perspective of the influencer.
However, the influencer typically purchases influence from a provider, for example in the …