Analyzing the dynamics of climate change discourse on twitter: A new annotated corpus and multi-aspect classification

S Shiwakoti, S Thapa, K Rauniyar, A Shah… - Proceedings of the …, 2024 - aclanthology.org
The discourse surrounding climate change on social media platforms has emerged as a
significant avenue for understanding public sentiments, perspectives, and engagement with …

The climate change Twitter dataset

D Effrosynidis, AI Karasakalidis, G Sylaios… - Expert Systems with …, 2022 - Elsevier
This work creates and makes publicly available the most comprehensive dataset to date
regarding climate change and human opinions via Twitter. It has the heftiest temporal …

[HTML][HTML] Machine learning based attribution mapping of climate related discussions on social media

A Kaushal, A Acharjee, A Mandal - Scientific Reports, 2022 - nature.com
A united front from all the stakeholders including public, administration and academia alike
is required to counter the growing threat of climate change. The recent rise of social media …

Saving earth one tweet at a time through the lens of artificial intelligence

C Duong, Q Liu, R Mao… - 2022 International Joint …, 2022 - ieeexplore.ieee.org
The impacts of climate change and global warming have become more visible globally
because of the increasing frequency of extreme weather events, abnormal heatwaves, and …

Towards fine-grained classification of climate change related social media text

R Vaid, K Pant, M Shrivastava - … of the 60th annual meeting of the …, 2022 - aclanthology.org
With climate change becoming a cause of concern worldwide, it becomes essential to gauge
people's reactions. This can help educate and spread awareness about it and help leaders …

A multi-task model for emotion and offensive aided stance detection of climate change tweets

A Upadhyaya, M Fisichella, W Nejdl - … of the ACM Web Conference 2023, 2023 - dl.acm.org
In this work, we address the United Nations Sustainable Development Goal 13: Climate
Action by focusing on identifying public attitudes toward climate change on social media …

Towards sentiment and temporal aided stance detection of climate change tweets

A Upadhyaya, M Fisichella, W Nejdl - Information Processing & …, 2023 - Elsevier
Climate change has become one of the most significant crises of our time. Public opinion on
climate change is influenced by social media platforms such as Twitter, often divided into …

[PDF][PDF] Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data.

A Upadhyaya, M Fisichella, W Nejdl - IJCAI, 2023 - ijcai.org
Our study focuses on the United Nations Sustainable Development Goal 13: Climate Action,
by identifying public attitudes on Twitter about climate change. Public consent and …

[HTML][HTML] Mapping climate discourse to climate opinion: An approach for augmenting surveys with social media to enhance understandings of climate opinion in the …

J Bennett, B Rachunok, R Flage, R Nateghi - PloS one, 2021 - journals.plos.org
Surveys are commonly used to quantify public opinions of climate change and to inform
sustainability policies. However, conducting large-scale population-based surveys is often a …

Affective polarization in online climate change discourse on twitter

A Tyagi, J Uyheng, KM Carley - 2020 IEEE/ACM International …, 2020 - ieeexplore.ieee.org
Online social media has become an important platform to organize around different socio-
cultural and political topics. An extensive scholarship has discussed how people are divided …