[HTML][HTML] Leveraging artificial intelligence to analyze citizens' opinions on urban green space

M Ghahramani, NJ Galle, F Duarte, C Ratti… - City and Environment …, 2021 - Elsevier
Continued population growth and urbanization is shifting research to consider the quality of
urban green space over the quantity of these parks, woods, and wetlands. The quality of …

[HTML][HTML] Tales of a city: Sentiment analysis of urban green space in Dublin

M Ghahramani, NJ Galle, C Ratti, F Pilla - Cities, 2021 - Elsevier
Social media services such as TripAdvisor and Foursquare can provide opportunities for
users to exchange their opinions about urban green space (UGS). Visitors can exchange …

Understanding perceived site qualities and experiences of urban public spaces: A case study of social media reviews in Bryant Park, New York City

Y Song, J Fernandez, T Wang - Sustainability, 2020 - mdpi.com
Urban public spaces are a key component to the well-being and prosperity of modern
society. It has been increasingly important to improve the qualities and maximize the usages …

Quantifying and mapping landscape value using online texts: A deep learning approach

J Liao, Q Liao, W Wang, S Shen, Y Sun, P Xiao… - Applied …, 2023 - Elsevier
Current studies have quantified landscape value based on the quantity of social media,
ignoring public preference, emotional tendency and intensity. Our objective is to quantify …

Fine-grained assessment of greenspace satisfaction at regional scale using content analysis of social media and machine learning

Z Wang, Z Zhu, M Xu, S Qureshi - Science of the Total Environment, 2021 - Elsevier
Assessing perceptions of green spaces is of considerable interest to developers aiming for
sustainable urbanization. However, there are numerous challenges facing the development …

Insights into citizens' experiences of cultural ecosystem services in urban green spaces based on social media analytics

J Li, J Gao, Z Zhang, J Fu, G Shao, Z Zhao… - Landscape and Urban …, 2024 - Elsevier
Urban green spaces (UGSs) facilitate the interaction of residents with blue and green
infrastructure. Various cultural ecosystem services (CESs) generated by UGSs are reflected …

A semantic and sentiment analysis on online neighborhood reviews for understanding the perceptions of people toward their living environments

Y Hu, C Deng, Z Zhou - Annals of the American Association of …, 2019 - Taylor & Francis
The perceptions of people toward neighborhoods reveal their satisfaction with their living
environments and their perceived quality of life. Recently, there is an emergence of Web …

Understanding sentiment of national park visitors from social media data

A Hausmann, T Toivonen, C Fink… - People and …, 2020 - Wiley Online Library
National parks are key for conserving biodiversity and supporting people's well‐being.
However, anthropogenic pressures challenge the existence of national parks and their …

Investigating sense of place of the Las Vegas Strip using online reviews and machine learning approaches

Y Song, R Wang, J Fernandez, D Li - Landscape and Urban Planning, 2021 - Elsevier
Public space is essential to urban public life, activities, and events, and has become a key
component of design and regeneration schemes. However, visitors' experience of public …

Revealing the differences of urban parks' services to human wellbeing based upon social media data

Z Wang, Y Miao, M Xu, Z Zhu, S Qureshi… - Urban Forestry & Urban …, 2021 - Elsevier
Urban green spaces provide a range of services to urban residents; however, how these
distinct spaces provide different services, if any, to human wellbeing has been seldom …