Map** the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review

S Wang, X Huang, P Liu, M Zhang, F Biljecki… - International Journal of …, 2024 - Elsevier
This paper brings a comprehensive systematic review of the application of geospatial
artificial intelligence (GeoAI) in quantitative human geography studies, including the …

[HTML][HTML] From intangible to tangible: The role of big data and machine learning in walkability studies

J Yang, P Fricker, A Jung - Computers, Environment and Urban Systems, 2024 - Elsevier
Walkability reflects the well-being of a city, and its measurement is evolving rapidly due to
advancements of big data and machine learning technologies. The study examines the …

Customer decision-making analysis based on big social data using machine learning: a case study of hotels in Mecca

A Alsayat - Neural Computing and Applications, 2023 - Springer
Big social data and user-generated content have emerged as important sources of timely
and rich knowledge to detect customers' behavioral patterns. Revealing customer …

Factors influencing long-term city park visitations for mid-sized US cities: A big data study using smartphone user mobility

Y Song, G Newman, X Huang, X Ye - Sustainable Cities and Society, 2022 - Elsevier
City parks provide essential services for the physical activities and the health improvement
of residents. Most related literature focuses on the factors affecting park visitations in large …

[HTML][HTML] Seasonal variations in urban park characteristics and visitation patterns in Atlanta: A big data study using smartphone user mobility

P Sun, P Liu, Y Song - Urban Forestry & Urban Greening, 2024 - Elsevier
Urban parks are essential for physical activity and health enhancement of local residents.
Although previous research has explored the utilization of the urban parks, seasonal …

Which environmental features contribute to positive and negative perceptions of urban parks? A cross-cultural comparison using online reviews and Natural …

S Huai, T Van de Voorde - Landscape and Urban Planning, 2022 - Elsevier
Assessing the perceptions of urban parks and understanding the relationships between
environmental features and park perceptions are critical to the design and management of …

Are social media data and survey data consistent in measuring park visitation, park satisfaction, and their influencing factors? A case study in Shanghai

S Huai, S Liu, T Zheng, T Van de Voorde - Urban Forestry & Urban …, 2023 - Elsevier
Given the importance of urban parks for recreation, it is critical to understand how they are
used and perceived. Currently, relatively few studies have examined the public's activities …

A framework for urban parks: Using social media data to assess Bryant Park, New York

J Fernandez, Y Song, M Padua, P Liu - Landscape Journal, 2022 - lj.uwpress.org
Parks play a critical role in the health and well-being of people in urban environments.
Recent events such as the COVID-19 pandemic have underscored the importance of public …

Exploring the tourist experience of the majorelle garden using VADER-based sentiment analysis and the latent dirichlet allocation algorithm: The case of TripAdvisor …

A Saoualih, L Safaa, A Bouhatous, M Bidan… - Sustainability, 2024 - mdpi.com
The allure of urban green spaces has captured the attention of researchers, especially in
regions abundant in botanical wonders worldwide. Surprisingly, the case of Morocco, a …

How do reward personalization options influence the public's willingness to participate in innovation projects? Insights from crowdfunding in Industry 5.0

W Wang, H Liu, YJ Wu - European Journal of Innovation …, 2025 - emerald.com
Purpose This study aims to examine the influence of reward personalization on financing
outcomes in the Industry 5.0 era, where reward-based crowdfunding meets the personalized …