Lessons from A Large Language Model-based Outdoor Trail Recommendation Chatbot with Retrieval Augmented Generation
Julia Ann Mathe and Suining He
From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models
Yihong Tang, Ao Qu, Xujing Yu, Weipeng Deng, Jun Ma, Jinhua Zhao and Lijun Sun
SIGMUS: Semantic Integration for Knowledge Graphs in Multimodal Urban Spaces
Brian Wang and Mani Srivastava
Towards Conversational Spatial Optimization: An LLM-Driven Decision Support System for Geospatial Facility Location Problems
Jiavi Zheng and Shaohua Wang
Evaluating Attribute Inference Risks in Urban Care Taxi Arrival Time Prediction Models Using Geospatial Data
Yuya Takeuchi, Haruki Yonekura, Kyosuke Yamashita and Hirozumi Yamaguchi
Multi-Agent Reinforcement Learning for Dynamic Mobility Resource Allocation with Hierarchical Adaptive Grouping
Farshid Nooshi and Suining He