Assessing and interpreting perceived park accessibility, usability and attractiveness through texts and images from social media
Sustainable Cities and Society,
Год журнала:
2024,
Номер
112, С. 105619 - 105619
Опубликована: Июль 3, 2024
Язык: Английский
Underneath Social Media Texts: Sentiment Responses to Public Health Emergency During 2022 COVID-19 Pandemic in China
International Journal of Disaster Risk Reduction,
Год журнала:
2025,
Номер
unknown, С. 105239 - 105239
Опубликована: Янв. 1, 2025
Язык: Английский
Exploring tourists' perceptions of ecosystem services in national parks to guide the optimization of management
Journal of Cleaner Production,
Год журнала:
2025,
Номер
unknown, С. 145134 - 145134
Опубликована: Фев. 1, 2025
Язык: Английский
How to Quantify Multidimensional Perception of Urban Parks? Integrating Deep Learning-Based Social Media Data Analysis with Questionnaire Survey Methods
Urban forestry & urban greening,
Год журнала:
2025,
Номер
unknown, С. 128754 - 128754
Опубликована: Март 1, 2025
Язык: Английский
AI-Driven Framework for Assessing Visitor Perceptions in Historic Urban Areas Using Social Media
Research Square (Research Square),
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 22, 2025
Abstract
As
urbanization
progresses,
preserving
and
adapting
historical
districts
for
sustainable
development
is
crucial.
These
areas
embody
significant
cultural
heritage
contribute
to
economic,
social,
sustainability.
However,
research
on
visitor
perceptions,
particularly
spatial
satisfaction,
limited,
especially
in
fine-grained
analyses
using
social
media
data.
This
study
introduces
a
framework
evaluating
perceptions
Aspect-Based
Sentiment
Analysis
(ABSA)
enhanced
by
BO-DXGBoost
model,
cascaded
system
combining
two
XGBoost
models
fine-tuned
through
Bayesian
Optimization
(BO).
The
first
model
identifies
aspect
categories,
while
the
second
analyzes
sentiment
polarity
intensity.
Class
imbalance
addressed
ADASYN
RF-SMOTE,
SHAP
analysis
visualizes
feature
influences
predictions.
provides
quantitative
insights
into
of
offers
robust
approach
management
integration
Язык: Английский
Public sentiment analysis of data center energy consumption using social media data and large language models
Energy and Buildings,
Год журнала:
2025,
Номер
unknown, С. 115802 - 115802
Опубликована: Апрель 1, 2025
Язык: Английский
Susceptibility and risk to inhalation of pathogen-laden aerosol in large public spaces: Evidence from Fangcang shelter hospitals under multiple ventilation rates
Sustainable Cities and Society,
Год журнала:
2024,
Номер
unknown, С. 106003 - 106003
Опубликована: Ноя. 1, 2024
Язык: Английский
CBEES: A fine-grained commercial built environment perception and evaluation based on social media
Sustainable Cities and Society,
Год журнала:
2024,
Номер
unknown, С. 106120 - 106120
Опубликована: Дек. 1, 2024
Язык: Английский