Information retrieval and multimodal sentiment analysis for climate change

• Main Author: Duong, Cuc Thi Kim
• Other Authors: Erik Cambria
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Opinion mining; Sentiment analysis; Climate change; Large language models; Twitter; Topic modeling; Social media
• Online Access: https://hdl.handle.net/10356/178373
• Institution: Nanyang Technological University

The Intergovernmental Panel on Climate Change (IPCC) has affirmed that human activities persist in elevating the global mean temperature, altering extreme weather patterns like heatwaves, droughts, tropical cyclones, and heavy rainfall. These climatic modifications pose significant economic and soci...