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 …

[HTML][HTML] Sentiment analysis in health and well-being: systematic review

A Zunic, P Corcoran, I Spasic - JMIR medical informatics, 2020 - medinform.jmir.org
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 …

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 …

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 …

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 …

[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 …

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 …

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 …

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 …

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 …