A review of social media-based public opinion analyses: Challenges and recommendations
X Dong, Y Lian - Technology in Society, 2021 - Elsevier
Compared with survey polls, social media can yield a better and more comprehensive
understanding of public perceptions of special topics in a more scientific manner. However …
understanding of public perceptions of special topics in a more scientific manner. However …
[HTML][HTML] Sentiment analysis in health and well-being: systematic review
Background Sentiment analysis (SA) is a subfield of natural language processing whose
aim is to automatically classify the sentiment expressed in a free text. It has found practical …
aim is to automatically classify the sentiment expressed in a free text. It has found practical …
Using social media to mine and analyze public opinion related to COVID-19 in China
X Han, J Wang, M Zhang, X Wang - International journal of environmental …, 2020 - mdpi.com
The outbreak of Corona Virus Disease 2019 (COVID-19) is a grave global public health
emergency. Nowadays, social media has become the main channel through which the …
emergency. Nowadays, social media has become the main channel through which the …
Sentiment analysis and emotion understanding during the COVID-19 pandemic in Spain and its impact on digital ecosystems
C de Las Heras-Pedrosa, P Sánchez-Núñez… - International journal of …, 2020 - mdpi.com
COVID-19 has changed our lives forever. The world we knew until now has been
transformed and nowadays we live in a completely new scenario in a perpetual restructuring …
transformed and nowadays we live in a completely new scenario in a perpetual restructuring …
Understanding# WorldEnvironmentDay user opinions in Twitter: A topic-based sentiment analysis approach
A Reyes-Menendez, JR Saura… - International journal of …, 2018 - mdpi.com
The main objective of this exploratory study is to identify the social, economic, environmental
and cultural factors related to the sustainable care of both environment and public health …
and cultural factors related to the sustainable care of both environment and public health …
[HTML][HTML] Quantifying the relationship between public sentiment and urban environment in Barcelona
L Yang, CM Duarte, PM Ciriquián - Cities, 2022 - Elsevier
Public sentiment provides an important social reference for urban management and
planning. The relationship between public sentiment and a single type of land use has …
planning. The relationship between public sentiment and a single type of land use has …
How the natural environment in downtown neighborhood affects physical activity and sentiment: Using social media data and machine learning
P Sun, W Lu, L Jin - Health & Place, 2023 - Elsevier
Background Natural environment might encourage physical exercise, hence enhancing
human health and wellbeing. Social media offers an extensive repository of spatiotemporal …
human health and wellbeing. Social media offers an extensive repository of spatiotemporal …
Urban landscape and climate affect residents' sentiments based on big data
H He, R Sun, J Li, W Li - Applied Geography, 2023 - Elsevier
Residents' sentiments are a quantitative indicator of human feelings, which is useful for
optimizing urban residential environments. Little is known about the spatiotemporal …
optimizing urban residential environments. Little is known about the spatiotemporal …
Environmental Sustainability assessment 2.0: The value of social media data for determining the emotional responses of people to river pollution—A case study of …
S Shan, J Peng, Y Wei - Socio-Economic Planning Sciences, 2021 - Elsevier
Urban river pollution has brought about serious challenges to residents in terms of bodily
health and emotional well-being. Based on a social media platform, Chinese Twitter …
health and emotional well-being. Based on a social media platform, Chinese Twitter …
Exploring the relationship between urban residents' emotional changes and built environment before and during the COVID-19 pandemic from the perspective of …
D Dai, W Dong, Y Wang, S Liu, J Zhang - Cities, 2023 - Elsevier
During the COVID-19 pandemic, the emotion of urban residents has been largely affected,
resulting in different levels of stress and negative emotions. Emotion is an indispensable …
resulting in different levels of stress and negative emotions. Emotion is an indispensable …