1 citations · 2 across the 4 of their papers we have counts for
4 papers
A global framework to estimate urban spatial cycling patterns based on crowdsourced data
Robert Klein, Elias Willberg, Silviya Korpilo +1
Cycling is a cornerstone of a sustainable mobility transition in cities. Cycling research depends on the data available, but it has been difficult to produce or access these data i…
Assessing Greenspace Attractiveness with ChatGPT, Claude, and Gemini: Do AI Models Reflect Human Perceptions?
Milad Malekzadeh, Magdalena Biernacka, Elias Willberg +3
Understanding greenspace attractiveness is essential for designing livable and inclusive urban environments, yet existing assessment approaches often overlook informal or transient…
Do Street View Imagery and Public Participation GIS align: Comparative Analysis of Urban Attractiveness
Milad Malekzadeh, Elias Willberg, Jussi Torkko +4
As digital tools increasingly shape spatial planning practices, understanding how different data sources reflect human experiences of urban environments is essential. Street View I…
Urban Visual Appeal According to ChatGPT: Contrasting AI and Human Insights
Milad Malekzadeh, Elias Willberg, Jussi Torkko +1
The visual appeal of urban environments significantly impacts residents' satisfaction with their living spaces and their overall mood, which in turn, affects their health and well-…