Large language models for urban data analysis: exploration of various methods and LLMs for traffic data prediction

• 主要作者: Goh, Jeremy Chun Hao
• 其他作者: Long Cheng
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Engineering; LLMs; Urban data analysis
• 在線閱讀: https://hdl.handle.net/10356/181199

This project investigates the application of Large Language Models (LLMs) for urban data analysis, with a focus on traffic data. The primary objective of this project includes exploring capabilities of various LLMs such as ChatGPT, Claude, and Llama in urban data analysis, developing methodologies f...